Datasets:

---

ftopal

/

huggingface-models-embeddings

like 0

[ "transformers", "safetensors", "mistral", "text-generation", "arxiv:1910.09700", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ "TAGS\n#transformers #safetensors #mistral #text-generation #arxiv-1910.09700 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ 56, 6, 3, 82, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4 ]

[ "passage: TAGS\n#transformers #safetensors #mistral #text-generation #arxiv-1910.09700 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact" ]

[ -0.05921921506524086, 0.15253323316574097, -0.004925556480884552, 0.01970141939818859, 0.09812989830970764, 0.008722675032913685, 0.07155127823352814, 0.11091651022434235, -0.02038503810763359, 0.11541511863470078, 0.03161177039146423, 0.09504877775907516, 0.11244720220565796, 0.1593349277973175, 0.0006018498679623008, -0.22924894094467163, 0.050943523645401, -0.12565383315086365, -0.028005311265587807, 0.1202453151345253, 0.14323006570339203, -0.10873830318450928, 0.07482945919036865, -0.03924073651432991, -0.006830108352005482, -0.03327549248933792, -0.06254202127456665, -0.05196645110845566, 0.05287102237343788, 0.06693000346422195, 0.07382122427225113, 0.0121690658852458, 0.09054198116064072, -0.27071383595466614, 0.02402324043214321, 0.07869837433099747, -0.00047617589007131755, 0.07642106711864471, 0.049837369471788406, -0.08698169887065887, 0.07614438980817795, -0.060363397002220154, 0.14962489902973175, 0.07956483215093613, -0.09049813449382782, -0.19196605682373047, -0.07841940224170685, 0.10002946108579636, 0.18888257443904877, 0.05783533677458763, -0.02747977338731289, 0.11718999594449997, -0.08618196099996567, 0.013946855440735817, 0.06651762872934341, -0.05830651894211769, -0.055825375020504, 0.07012750208377838, 0.08251979202032089, 0.08537944406270981, -0.13050076365470886, -0.011774240992963314, 0.015172234736382961, 0.00940374843776226, 0.0883294939994812, 0.017624128609895706, 0.13745273649692535, 0.04126768559217453, -0.1351923644542694, -0.04287068545818329, 0.09870852530002594, 0.035997726023197174, -0.04835180938243866, -0.24833782017230988, -0.023138362914323807, -0.039952121675014496, -0.03223174810409546, -0.0381147637963295, 0.04236193001270294, -0.01381280180066824, 0.07635250687599182, -0.0030598659068346024, -0.08292017132043839, -0.042900193482637405, 0.07140932232141495, 0.06195797771215439, 0.025352943688631058, -0.016651969403028488, 0.0064301020465791225, 0.12258180975914001, 0.11147689074277878, -0.12772345542907715, -0.053019966930150986, -0.06414514780044556, -0.08524893969297409, -0.04640465974807739, 0.03045455552637577, 0.03743596002459526, 0.047410931438207626, 0.2386423945426941, 0.0032438088674098253, 0.054757438600063324, 0.046099163591861725, 0.014072372578084469, 0.06632840633392334, 0.10764557868242264, -0.05884917825460434, -0.09735266119241714, -0.030795203521847725, 0.10186740756034851, 0.006704956758767366, -0.041407015174627304, -0.05594591051340103, 0.06964502483606339, 0.020676078274846077, 0.1224241703748703, 0.07868597656488419, 0.002938423305749893, -0.07543925195932388, -0.06281042098999023, 0.18152743577957153, -0.1571107804775238, 0.0444292388856411, 0.03200872242450714, -0.03442244604229927, -0.009351148270070553, 0.00990392453968525, 0.02681080251932144, -0.02011663094162941, 0.09737543761730194, -0.05644093081355095, -0.033681318163871765, -0.11296935379505157, -0.0371013842523098, 0.030811145901679993, 0.01213210541754961, -0.029025491327047348, -0.0342867337167263, -0.0882277637720108, -0.0636090338230133, 0.09107700735330582, -0.07191670686006546, -0.04744245857000351, -0.017612621188163757, -0.07794062048196793, 0.022423118352890015, 0.017721612006425858, 0.09050743281841278, -0.021899394690990448, 0.03913994878530502, -0.056751471012830734, 0.06101011112332344, 0.11571475863456726, 0.028108863160014153, -0.058606795966625214, 0.06155762821435928, -0.2421950101852417, 0.10317995399236679, -0.07758963108062744, 0.051325954496860504, -0.1530446857213974, -0.026070065796375275, 0.03956404700875282, 0.012061306275427341, -0.008345595560967922, 0.1417774260044098, -0.2185831218957901, -0.03138069063425064, 0.1676056981086731, -0.10102425515651703, -0.07971794903278351, 0.06269615143537521, -0.05407082289457321, 0.11134804040193558, 0.04596652463078499, -0.023191405460238457, 0.05842197686433792, -0.14511504769325256, -0.00791724119335413, -0.04188765957951546, -0.017894908785820007, 0.16635635495185852, 0.07102048397064209, -0.06073606386780739, 0.07092984020709991, 0.019934939220547676, -0.016795052215456963, -0.04869792237877846, -0.028511613607406616, -0.10498060286045074, 0.011810078285634518, -0.059134796261787415, 0.02167343720793724, -0.021296551451086998, -0.09382132440805435, -0.029188871383666992, -0.17379464209079742, -0.0012200147612020373, 0.08734307438135147, -0.010546354576945305, -0.02201107330620289, -0.11164727807044983, 0.008580547757446766, 0.03398929536342621, 0.0007392297266051173, -0.13708379864692688, -0.059298936277627945, 0.02737307921051979, -0.16233380138874054, 0.02912268228828907, -0.05535917729139328, 0.046022266149520874, 0.040077272802591324, -0.03548351675271988, -0.0344831608235836, 0.01168955210596323, 0.011000183410942554, -0.01812567003071308, -0.25495970249176025, -0.017501724883913994, -0.02502158097922802, 0.17353887856006622, -0.22721131145954132, 0.04271984100341797, 0.07614967226982117, 0.14550280570983887, 0.0073052942752838135, -0.034482456743717194, 0.014565827324986458, -0.07198352366685867, -0.03167816624045372, -0.06257235258817673, -0.010083765722811222, -0.03872835263609886, -0.06014038994908333, 0.04782424867153168, -0.16939696669578552, -0.03236479312181473, 0.10534932464361191, 0.06398996710777283, -0.14835967123508453, -0.030286256223917007, -0.0393594354391098, -0.047035153955221176, -0.06618485599756241, -0.054856978356838226, 0.12015452980995178, 0.05620792135596275, 0.04745647683739662, -0.07151947915554047, -0.07490099221467972, 0.007241961546242237, -0.019977761432528496, -0.0163256898522377, 0.09354335069656372, 0.06967450678348541, -0.12794628739356995, 0.09154868870973587, 0.0982460081577301, 0.08392132818698883, 0.10398648679256439, -0.015390566550195217, -0.08757331967353821, -0.041474130004644394, 0.023933125659823418, 0.014664852991700172, 0.1483616679906845, -0.016296299174427986, 0.054420776665210724, 0.0360836423933506, -0.013510678894817829, 0.01076538860797882, -0.09628108888864517, 0.02706051431596279, 0.02971329540014267, -0.015405743382871151, 0.03466423228383064, -0.04367179423570633, 0.019455796107649803, 0.09001301974058151, 0.041830018162727356, 0.0396038182079792, 0.010561688803136349, -0.04398298263549805, -0.11032342165708542, 0.17876994609832764, -0.12373854219913483, -0.2460412234067917, -0.13813963532447815, 0.010937176644802094, 0.04738753288984299, -0.011057097464799881, 0.006951550021767616, -0.06640941649675369, -0.1170244961977005, -0.09733203053474426, 0.01991088129580021, 0.04529648274183273, -0.07728998363018036, -0.06572148203849792, 0.06318122148513794, 0.037644270807504654, -0.13899093866348267, 0.023945696651935577, 0.0469096377491951, -0.0813174769282341, -0.0011905812425538898, 0.07709334045648575, 0.06798645853996277, 0.17623907327651978, 0.014159789308905602, -0.023712651804089546, 0.025652561336755753, 0.21002908051013947, -0.14298869669437408, 0.1094568595290184, 0.1327279806137085, -0.08898334950208664, 0.08212688565254211, 0.20222385227680206, 0.0385010726749897, -0.10506977140903473, 0.03657889738678932, 0.027060477063059807, -0.02792542427778244, -0.24959829449653625, -0.06908850371837616, 0.001758498721756041, -0.053698375821113586, 0.06916391849517822, 0.08716317266225815, 0.09721273928880692, 0.016790922731161118, -0.10066783428192139, -0.0790279284119606, 0.05001477152109146, 0.10897587984800339, -0.001458899350836873, -0.014394176192581654, 0.09075857698917389, -0.02953648567199707, 0.01689162664115429, 0.09213569760322571, 0.0019032615236938, 0.1793205291032791, 0.052213337272405624, 0.17340974509716034, 0.07910763472318649, 0.06269825994968414, 0.021207094192504883, 0.006816241890192032, 0.02095629647374153, 0.01695442944765091, -0.004212336614727974, -0.0863528773188591, -0.0027415938675403595, 0.1203664243221283, 0.050876569002866745, 0.03059028834104538, 0.014285655692219734, -0.03054206818342209, 0.08466528356075287, 0.177787184715271, 0.001063879462890327, -0.1876421719789505, -0.07282958924770355, 0.07934894412755966, -0.08512143790721893, -0.10675539821386337, -0.029639042913913727, 0.040873926132917404, -0.17292065918445587, 0.01861744187772274, -0.020119842141866684, 0.10806277394294739, -0.12885749340057373, -0.017452897503972054, 0.055447377264499664, 0.06997017562389374, -0.009931124746799469, 0.06633757054805756, -0.1625119000673294, 0.1177479475736618, 0.01653103344142437, 0.06594116985797882, -0.09538834542036057, 0.095417320728302, -0.006962447427213192, 0.007516060955822468, 0.1403670459985733, 0.010755252093076706, -0.0641925036907196, -0.0961010679602623, -0.10299893468618393, -0.010606445372104645, 0.1309773176908493, -0.14660196006298065, 0.08697716891765594, -0.02743646875023842, -0.0437387153506279, 0.0037594304885715246, -0.12246467173099518, -0.13224415481090546, -0.18235477805137634, 0.05769521743059158, -0.13171130418777466, 0.040173836052417755, -0.1089821308851242, -0.04585907980799675, -0.021465247496962547, 0.1977471560239792, -0.23280778527259827, -0.06815840303897858, -0.15394872426986694, -0.08265888690948486, 0.1454220414161682, -0.04706942290067673, 0.08337214589118958, 0.000301246385788545, 0.19080647826194763, 0.020952312275767326, -0.017133628949522972, 0.1067209243774414, -0.09975022822618484, -0.20161914825439453, -0.09120959788560867, 0.15868841111660004, 0.13963958621025085, 0.038726504892110825, -0.004869744647294283, 0.032236017286777496, -0.021885421127080917, -0.12115032970905304, 0.02010788396000862, 0.17255425453186035, 0.08749033510684967, 0.026468761265277863, -0.028463367372751236, -0.11846643686294556, -0.07225121557712555, -0.03745346516370773, 0.02470988966524601, 0.1813775599002838, -0.07139390707015991, 0.18551595509052277, 0.14274363219738007, -0.054879751056432724, -0.19840270280838013, 0.02148755080997944, 0.04472679644823074, 0.0060237692669034, 0.03174281120300293, -0.20237314701080322, 0.09144619107246399, 0.0006281035020947456, -0.05034751072525978, 0.13383205235004425, -0.18327344954013824, -0.15106844902038574, 0.061150215566158295, 0.04303572699427605, -0.19199669361114502, -0.1237611323595047, -0.08872545510530472, -0.046805474907159805, -0.1568751484155655, 0.1029038056731224, 0.0011325168889015913, 0.007591354660689831, 0.03782656043767929, 0.024313677102327347, 0.012553532607853413, -0.041947584599256516, 0.19289998710155487, -0.02507353574037552, 0.034427378326654434, -0.0793621614575386, -0.06381990760564804, 0.06411149352788925, -0.057697590440511703, 0.0750909373164177, -0.025500034913420677, 0.015388053841888905, -0.10115842521190643, -0.047956179827451706, -0.029484452679753304, 0.01986371912062168, -0.09421123564243317, -0.09366033226251602, -0.04838487133383751, 0.0944879949092865, 0.08926530182361603, -0.037268105894327164, -0.033034052699804306, -0.07874293625354767, 0.04173892363905907, 0.17448031902313232, 0.18235735595226288, 0.045147113502025604, -0.07717937231063843, -0.0013610349269583821, -0.014655699953436852, 0.04845907539129257, -0.22060799598693848, 0.06062275543808937, 0.045259539037942886, 0.01552091259509325, 0.11744016408920288, -0.020618194714188576, -0.1619492471218109, -0.0666290745139122, 0.06087447330355644, -0.06730270385742188, -0.1811886727809906, 0.00352504407055676, 0.0753183513879776, -0.16591353714466095, -0.03711319714784622, 0.04232833534479141, -0.011535273864865303, -0.04050648957490921, 0.013207654468715191, 0.08094717562198639, 0.0073035703971982, 0.07697968184947968, 0.05389590561389923, 0.09186159074306488, -0.10275198519229889, 0.07336891442537308, 0.08092255145311356, -0.08580191433429718, 0.029650582000613213, 0.0956844761967659, -0.0660475566983223, -0.03553546592593193, 0.039692267775535583, 0.08463539928197861, 0.025261107832193375, -0.04666709899902344, 0.003693421371281147, -0.09922701120376587, 0.05857077240943909, 0.11215036362409592, 0.035282451659440994, 0.011146705597639084, 0.03799959644675255, 0.04474346339702606, -0.07786709815263748, 0.11944296956062317, 0.024733934551477432, 0.020655835047364235, -0.04009570553898811, -0.040743377059698105, 0.03469119220972061, -0.027051862329244614, -0.011984582990407944, -0.035381630063056946, -0.07329677045345306, -0.014250458218157291, -0.16089624166488647, -0.006425157655030489, -0.039050452411174774, 0.006492188666015863, 0.0227071400731802, -0.03757927939295769, 0.008156952448189259, 0.012379756197333336, -0.06891508400440216, -0.05483170598745346, -0.0225595161318779, 0.09499263763427734, -0.16361327469348907, 0.02182857319712639, 0.08322018384933472, -0.12078364938497543, 0.09284685552120209, 0.016550488770008087, 0.002410374814644456, 0.028476644307374954, -0.15792103111743927, 0.04754367470741272, -0.020290223881602287, 0.012727295979857445, 0.04053649678826332, -0.2180718630552292, -0.005482743959873915, -0.04065772518515587, -0.055209364742040634, -0.008002875372767448, -0.03194994851946831, -0.11256447434425354, 0.09542836248874664, 0.010766619816422462, -0.0858173593878746, -0.029525602236390114, 0.032997291535139084, 0.07880192995071411, -0.02688010409474373, 0.15163032710552216, -0.004930328112095594, 0.07543973624706268, -0.17439891397953033, -0.02280678227543831, -0.009784235619008541, 0.02145213820040226, -0.02418927662074566, -0.016610441729426384, 0.04521343484520912, -0.027311841025948524, 0.18978725373744965, -0.02763848751783371, 0.047156915068626404, 0.06419318169355392, 0.01327395811676979, -0.016141459345817566, 0.11109550297260284, 0.05755641311407089, 0.024413742125034332, 0.02059282548725605, 0.0006552583072334528, -0.04046328365802765, -0.012729931622743607, -0.18779614567756653, 0.06844497472047806, 0.14769941568374634, 0.09005311876535416, -0.014767808839678764, 0.06981590390205383, -0.09979446232318878, -0.11724765598773956, 0.10648569464683533, -0.06312347948551178, -0.011802246794104576, -0.06541955471038818, 0.14070585370063782, 0.1514706313610077, -0.1892511397600174, 0.06684626638889313, -0.06704412400722504, -0.05669668689370155, -0.11357752978801727, -0.1923627108335495, -0.05791294202208519, -0.05011613294482231, -0.018368201330304146, -0.05373769626021385, 0.06899537891149521, 0.057158127427101135, 0.011277895420789719, 0.008883214555680752, 0.0839093029499054, -0.009658100083470345, 0.001425864058546722, 0.031231271103024483, 0.06669623404741287, 0.016144385561347008, -0.0304893609136343, 0.01806715875864029, -0.003015234600752592, 0.033999331295490265, 0.059489116072654724, 0.036065202206373215, -0.028380198404192924, 0.013694645836949348, -0.03632815182209015, -0.11369726806879044, 0.043240632861852646, -0.028342511504888535, -0.07773103564977646, 0.13286112248897552, 0.026473212987184525, 0.005609886720776558, -0.022322779521346092, 0.2495104819536209, -0.07400858402252197, -0.09536818414926529, -0.1448878049850464, 0.11703428626060486, -0.04134928435087204, 0.06479805707931519, 0.03765689954161644, -0.10748469084501266, 0.018750222399830818, 0.12525403499603271, 0.1550474315881729, -0.04537956044077873, 0.019106155261397362, 0.02858782559633255, 0.004584235139191151, -0.04013598710298538, 0.05142189934849739, 0.06933367252349854, 0.14214643836021423, -0.05173535272479057, 0.08858583122491837, 0.0017827433766797185, -0.10212727636098862, -0.04129546508193016, 0.11294585466384888, -0.012940747663378716, 0.016553698107600212, -0.05866444855928421, 0.1253037303686142, -0.059382375329732895, -0.23649652302265167, 0.061238259077072144, -0.07580125331878662, -0.14206883311271667, -0.02515989914536476, 0.0734870657324791, -0.015550101175904274, 0.026368482038378716, 0.07198820263147354, -0.07507873326539993, 0.18898127973079681, 0.03871531784534454, -0.05198408663272858, -0.05836968496441841, 0.07604995369911194, -0.117560975253582, 0.2752254605293274, 0.01097069587558508, 0.05294901132583618, 0.10413134098052979, -0.02049596607685089, -0.13178466260433197, 0.024117950350046158, 0.09550730884075165, -0.08813395351171494, 0.04131056368350983, 0.21484604477882385, -0.005940921604633331, 0.1187596246600151, 0.07743308693170547, -0.07539036870002747, 0.047102998942136765, -0.1141449362039566, -0.0771128386259079, -0.08687382191419601, 0.09549140185117722, -0.0675748735666275, 0.14216206967830658, 0.12683449685573578, -0.054658904671669006, 0.010759806260466576, -0.02898469939827919, 0.045599378645420074, 0.0063186027109622955, 0.10157246887683868, 0.009957551956176758, -0.18577666580677032, 0.02454824559390545, 0.017152229323983192, 0.10993915796279907, -0.1806284487247467, -0.09123970568180084, 0.04470835253596306, 0.0021878182888031006, -0.06369121372699738, 0.12484876811504364, 0.057084910571575165, 0.04630184918642044, -0.044473882764577866, -0.029204387217760086, -0.0060947248712182045, 0.1420498490333557, -0.10524781048297882, -0.003831128589808941 ]

[ "diffusers", "text-to-image", "stable-diffusion", "lora", "sdxl", "base_model:stabilityai/stable-diffusion-xl-base-1.0", "license:apache-2.0", "has_space", "region:us" ]

[]

[]

[ "# Paint-Diffuion V2\n\nPaint diffusion is fine tune model from stabilityai/stable-diffusion-xl-base-1.0. It generates images like watercolor paintings.", "## Examples \n\n<Gallery />" ]

[ "TAGS\n#diffusers #text-to-image #stable-diffusion #lora #sdxl #base_model-stabilityai/stable-diffusion-xl-base-1.0 #license-apache-2.0 #has_space #region-us \n", "# Paint-Diffuion V2\n\nPaint diffusion is fine tune model from stabilityai/stable-diffusion-xl-base-1.0. It generates images like watercolor paintings.", "## Examples \n\n<Gallery />" ]

[ 63, 44, 8 ]

[ "passage: TAGS\n#diffusers #text-to-image #stable-diffusion #lora #sdxl #base_model-stabilityai/stable-diffusion-xl-base-1.0 #license-apache-2.0 #has_space #region-us \n# Paint-Diffuion V2\n\nPaint diffusion is fine tune model from stabilityai/stable-diffusion-xl-base-1.0. It generates images like watercolor paintings.## Examples \n\n<Gallery />" ]

[ -0.08282159268856049, -0.05372021719813347, -0.006528615485876799, -0.055988311767578125, 0.010723323561251163, 0.003780518425628543, 0.1806328296661377, 0.06691546738147736, 0.09519084542989731, 0.10032512992620468, 0.1272730976343155, -0.024096187204122543, 0.007619571406394243, 0.16644687950611115, -0.04305412620306015, -0.21323922276496887, 0.053406793624162674, -0.01041784230619669, -0.09773176163434982, 0.011513092555105686, 0.0811958760023117, -0.0862569734454155, 0.09451143443584442, -0.010660401545464993, -0.06633790582418442, 0.010538584552705288, -0.00682729622349143, -0.06999521702528, 0.0789509043097496, 0.08624874800443649, 0.011354752816259861, 0.21581463515758514, 0.09800375252962112, -0.12704196572303772, 0.051556482911109924, -0.016126185655593872, -0.06995952874422073, 0.06361839175224304, 0.022709714248776436, -0.07713306695222855, 0.16031432151794434, -0.047445978969335556, -0.07911036908626556, 0.005600588396191597, -0.09682003408670425, -0.005317973904311657, -0.03876536339521408, -0.003674047766253352, 0.09839360415935516, -0.10117257386445999, 0.039563246071338654, -0.0704793632030487, -0.08175588399171829, 0.0057136910036206245, 0.20463421940803528, -0.26845160126686096, -0.011627047322690487, 0.14214615523815155, 0.10163579881191254, 0.1058664470911026, -0.08420989662408829, 0.18579378724098206, 0.014549624174833298, -0.0449061319231987, 0.034635841846466064, -0.037339936941862106, 0.21856491267681122, -0.008502036333084106, -0.026486527174711227, -0.008495441637933254, 0.26259419322013855, 0.07810425013303757, -0.03978727012872696, -0.10509105026721954, -0.090691477060318, 0.13707762956619263, -0.10408026725053787, -0.01299249567091465, 0.04479587450623512, 0.007751093711704016, 0.0103477593511343, -0.06531385332345963, -0.10665600746870041, -0.05244038254022598, -0.053420886397361755, 0.10042652487754822, -0.016654429957270622, 0.09268094599246979, -0.02466552145779133, 0.12791118025779724, -0.14416688680648804, -0.1271272748708725, 0.03762946277856827, -0.09423766285181046, 0.0801362544298172, 0.1612561047077179, 0.0014237543800845742, -0.04961519315838814, 0.10189449042081833, 0.12926998734474182, 0.1318800002336502, -0.028375811874866486, 0.007247192319482565, 0.11338696628808975, 0.02553442306816578, 0.02537124790251255, -0.08212615549564362, -0.08362552523612976, 0.04953046515583992, 0.02958284132182598, 0.053073011338710785, -0.03820165619254112, -0.16534541547298431, -0.01621994748711586, -0.047048427164554596, -0.043691858649253845, 0.01683410443365574, -0.05909448489546776, -0.12156059592962265, 0.013694096356630325, 0.12243127822875977, -0.010585397481918335, 0.0004401644109748304, 0.003374193562194705, 0.02372349053621292, 0.194230854511261, 0.15744337439537048, -0.004852178506553173, 0.10113335400819778, -0.03519771620631218, -0.06061374023556709, -0.05300119146704674, -0.055949654430150986, -0.08064131438732147, -0.04299549013376236, -0.11359487473964691, 0.023047959432005882, -0.12004144489765167, -0.14527003467082977, 0.07784827798604965, 0.07066444307565689, -0.07069066911935806, -0.0037306270096451044, 0.03686101734638214, -0.03264889866113663, 0.06329800933599472, 0.023429112508893013, -0.06925153732299805, -0.04882530868053436, 0.025661520659923553, 0.022919228300452232, 0.18456882238388062, -0.17170408368110657, -0.008682123385369778, 0.026752058416604996, 0.09270142763853073, -0.14923037588596344, 0.000263400113908574, -0.0495043620467186, -0.03279047831892967, -0.04906914755702019, -0.06258836388587952, -0.08860227465629578, 0.014711860567331314, 0.049184512346982956, 0.2252054065465927, -0.12204514443874359, -0.06529085338115692, 0.07124707847833633, -0.12211201339960098, 0.005538218189030886, 0.053585588932037354, 0.038642507046461105, 0.03600110486149788, 0.03164900839328766, 0.04342145845293999, -0.09953231364488602, -0.2935425341129303, 0.08219785988330841, 0.11452116817235947, -0.016785500571131706, 0.0015882615698501468, 0.07906290143728256, 0.0696927085518837, 0.030465641990303993, 0.0760924443602562, -0.16968321800231934, 0.11666296422481537, -0.1392965167760849, 0.012816065922379494, -0.019801409915089607, -0.024968041107058525, 0.16668345034122467, 0.05252852290868759, 0.04311341792345047, 0.0264014583081007, -0.09258483350276947, 0.07896913588047028, 0.0584619864821434, -0.024044709280133247, 0.009846236556768417, -0.08564555644989014, 0.26691874861717224, -0.08920953422784805, -0.0074277338571846485, -0.061085328459739685, 0.03820497915148735, 0.01166472863405943, 0.2940886914730072, -0.0203094445168972, 0.19453135132789612, 0.07921115309000015, 0.06639058887958527, -0.043473634868860245, -0.010608136653900146, -0.10516087710857391, 0.008689598180353642, 0.027080608531832695, -0.1660512238740921, -0.0011845120461657643, -0.09886853396892548, 0.11119747906923294, -0.12198324501514435, 0.005738933105021715, 0.03447013720870018, 0.11124522238969803, 0.10036158561706543, 0.03094611130654812, -0.005818621721118689, -0.03635966777801514, -0.08757368475198746, -0.007435855455696583, 0.04502316564321518, -0.012646256014704704, -0.029948759824037552, 0.13922210037708282, -0.011911529116332531, 0.18141549825668335, 0.1202927976846695, 0.044636163860559464, -0.007736349944025278, -0.0301580261439085, -0.036435022950172424, 0.06987752765417099, 0.0218456219881773, -0.046055033802986145, -0.12223545461893082, 0.0024497094564139843, 0.07025584578514099, -0.052308134734630585, 0.11139670759439468, 0.10430760681629181, -0.09294440597295761, -0.04900165647268295, 0.027044542133808136, 0.11650200188159943, 0.16197781264781952, 0.01002819649875164, 0.2696269154548645, 0.0023548651952296495, 0.02395162358880043, -0.03261343389749527, -0.12340417504310608, -0.07536724954843521, 0.001512352959252894, 0.008986336179077625, 0.2955481708049774, 0.018803579732775688, -0.00022270108456723392, 0.0071244933642446995, -0.06393557786941528, 0.023711754009127617, -0.1149904727935791, -0.007818062789738178, -0.0009119741735048592, -0.04129286855459213, 0.1231389045715332, 0.10473056137561798, -0.09391416609287262, 0.11278709024190903, -0.10149205476045609, -0.16664263606071472, -0.08399808406829834, -0.0057273437269032, 0.026096181944012642, 0.07182436436414719, -0.0726078450679779, -0.19215025007724762, -0.06993986666202545, 0.07090583443641663, -0.012357489205896854, 0.012243484146893024, -0.03064771741628647, -0.01931704208254814, -0.07253309339284897, -0.06999419629573822, 0.013493484817445278, 0.024481290951371193, 0.009087473154067993, 0.014405417256057262, -0.015550143085420132, -0.07098991423845291, -0.03952552378177643, -0.06107666343450546, -0.08890940248966217, 0.03985985741019249, 0.14006595313549042, -0.021786414086818695, 0.11610438674688339, 0.10644058138132095, 0.0073076351545751095, 0.0015978483716025949, 0.02535102143883705, 0.13039495050907135, -0.007939078845083714, 0.172922283411026, 0.213550865650177, 0.09513361006975174, 0.06829128414392471, 0.08099974691867828, 0.03948747739195824, -0.08995594084262848, 0.0063619185239076614, -0.06568979471921921, -0.08833684772253036, 0.022892240434885025, -0.1270064115524292, -0.1185850203037262, -0.07400109618902206, -0.03637531027197838, 0.014509747736155987, 0.01280607283115387, 0.04347636178135872, 0.05253288894891739, -0.057783711701631546, 0.056643273681402206, 0.04577035456895828, 0.11561708152294159, -0.10762324184179306, 0.08080820739269257, -0.0003154622972942889, -0.03222605213522911, 0.10222820192575455, -0.010698976926505566, 0.15110276639461517, 0.022593045607209206, 0.04444093257188797, 0.08918872475624084, 0.15225695073604584, 0.13369743525981903, 0.0377480648458004, -0.02813810668885708, -0.048853032290935516, -0.07686392962932587, -0.06041217967867851, 0.10468026250600815, 0.07341952621936798, 0.041558872908353806, -0.09532153606414795, -0.018441230058670044, 0.04348260164260864, 0.015233407728374004, -0.021914726123213768, 0.174925297498703, -0.2320673018693924, 0.041635289788246155, 0.1032356321811676, 0.12620170414447784, -0.09301701188087463, -0.00014304046635515988, 0.15615013241767883, -0.021829811856150627, 0.011645273305475712, -0.05682826042175293, 0.05286290869116783, 0.12557508051395416, -0.04979323223233223, -0.14161668717861176, 0.036863312125205994, 0.029570791870355606, -0.06093652546405792, -0.08069911599159241, 0.11706621944904327, -0.012470885179936886, -0.057348866015672684, 0.058435458689928055, 0.00022343297314364463, 0.033182062208652496, 0.23641078174114227, 0.12918370962142944, 0.0344555638730526, 0.04052763804793358, 0.05724610760807991, -0.13001294434070587, 0.034839194267988205, 0.046585071831941605, -0.0642729103565216, -0.003980574198067188, 0.0333104208111763, -0.026124684140086174, 0.05095340311527252, 0.15471461415290833, -0.2765744626522064, -0.09089966863393784, 0.03944021835923195, -0.059855397790670395, 0.01877819187939167, -0.11545450240373611, -0.07610869407653809, -0.07208981364965439, 0.1397487372159958, -0.027316149324178696, -0.04184569790959358, -0.07186700403690338, 0.02881425991654396, 0.043103884905576706, 0.006002223119139671, 0.056783150881528854, -0.058838509023189545, 0.0485951229929924, -0.04881204664707184, -0.12683872878551483, 0.07582450658082962, -0.050362035632133484, -0.07672064751386642, -0.10548239201307297, 0.05365701764822006, -0.03427010029554367, -0.006593131925910711, 0.03653208911418915, 0.029381828382611275, 0.0012360085966065526, -0.06355012208223343, 0.0789513885974884, 0.10681799054145813, -0.09088852256536484, -0.030855519697070122, -0.03985028341412544, -0.11622340232133865, 0.054694779217243195, 0.0307035930454731, 0.060608863830566406, 0.24372856318950653, -0.14592353999614716, 0.14932748675346375, 0.12453241646289825, -0.0604185052216053, -0.2154284119606018, -0.10908737778663635, -0.07343770563602448, 0.11681535840034485, 0.10499157756567001, -0.11345389485359192, 0.018106523901224136, 0.002696415176615119, -0.05406675487756729, 0.12460622936487198, -0.4376280903816223, -0.11465610563755035, 0.11839437484741211, 0.06912839412689209, 0.2488345354795456, -0.14782066643238068, -0.01406968291848898, -0.025476675480604172, -0.13904857635498047, 0.048263128846883774, 0.08635947108268738, -0.0017009780276566744, -0.0884234681725502, -0.08498814702033997, 0.0005629181978292763, -0.024786759167909622, 0.21893030405044556, -0.08587726205587387, 0.06385119259357452, -0.060325514525175095, 0.00370383239351213, 0.2733934819698334, -0.0013475905871018767, -0.031127728521823883, -0.15298016369342804, 0.05473601445555687, -0.13031619787216187, 0.031372711062431335, -0.005883217789232731, 0.06037295237183571, -0.009662186726927757, -0.02562791109085083, -0.06510110199451447, 0.04262804985046387, -0.055460941046476364, 0.017276745289564133, 0.07544901221990585, -0.019019100815057755, -0.0100513631477952, 0.2284529209136963, -0.08370818197727203, -0.07155551761388779, -0.08285681903362274, -0.032788265496492386, -0.013085641898214817, 0.07084987312555313, -0.13606666028499603, -0.04053529351949692, 0.11890177428722382, 0.08255875110626221, 0.12283347547054291, 0.008012330159544945, -0.031131204217672348, 0.12833526730537415, 0.16890433430671692, -0.12954793870449066, -0.12792564928531647, -0.004061339423060417, 0.06791304051876068, 0.1104755774140358, -0.005704173352569342, 0.12369804829359055, -0.058945417404174805, 0.007272434886544943, -0.004999105352908373, 0.05445854365825653, -0.06283262372016907, 0.0010030423291027546, 0.03952812775969505, 0.011587590910494328, -0.020281769335269928, 0.03550700098276138, -0.04233682155609131, -0.06663371622562408, -0.14068947732448578, -0.05381851643323898, -0.05151546746492386, -0.011483455076813698, 0.11650918424129486, 0.053904540836811066, -0.02507842518389225, 0.04816873371601105, -0.09368907660245895, -0.15823467075824738, 0.010663446970283985, 0.01726401224732399, 0.048749759793281555, -0.015022472478449345, -0.00951002910733223, -0.00896020233631134, 0.09184303879737854, 0.002988028572872281, 0.07384990155696869, 0.02073199301958084, -0.09632624685764313, -0.1947680413722992, 0.004221505951136351, 0.04189632833003998, -0.10314999520778656, -0.12245943397283554, -0.06597134470939636, -0.012698882259428501, -0.1619761884212494, 0.0950036570429802, -0.12945427000522614, -0.08921235054731369, -0.049330901354551315, -0.0721498355269432, -0.04779685288667679, -0.019041383638978004, -0.06376869231462479, 0.004264386370778084, -0.01303764246404171, 0.048705585300922394, -0.0325843021273613, -0.05009865388274193, 0.03726784139871597, -0.10843814164400101, 0.07733451575040817, -0.021914726123213768, -0.014696885831654072, -0.015079855918884277, -0.1758316606283188, -0.07850412279367447, 0.11097759753465652, 0.030173810198903084, -0.03419026359915733, 0.023149609565734863, 0.05526571348309517, -0.0031494260765612125, -0.005103945732116699, -0.07319797575473785, 0.007387782912701368, -0.08437011390924454, -0.0032559395767748356, -0.12728652358055115, -0.03997037932276726, -0.04319659620523453, 0.03713453188538551, 0.06190212815999985, 0.1427297443151474, 0.017926553264260292, -0.07034770399332047, -0.019547270610928535, -0.10499755293130875, 0.02669503539800644, 0.01334761269390583, -0.008580118417739868, 0.014988485723733902, -0.05359608307480812, -0.012246274389326572, 0.0019506100798025727, 0.157080739736557, 0.02186581864953041, -0.18513722717761993, -0.0017733973218128085, 0.059592850506305695, 0.004173469264060259, 0.05820911377668381, 0.17247281968593597, 0.05494542047381401, 0.08851198852062225, -0.15433484315872192, 0.0350298210978508, 0.04271745681762695, 0.023734861984848976, 0.09356968849897385, 0.12889257073402405, 0.026333047077059746, 0.09929978102445602, -0.0025392291136085987, -0.008946019224822521, -0.016467396169900894, 0.15738385915756226, -0.08480256050825119, 0.17098525166511536, -0.09305710345506668, -0.014594879001379013, 0.19175007939338684, -0.07912009209394455, 0.01902286522090435, 0.06529494374990463, -0.026447391137480736, -0.061932243406772614, -0.1991511434316635, -0.032204143702983856, -0.2494523674249649, 0.06131986156105995, -0.05906432494521141, 0.019152415916323662, 0.018876126036047935, 0.0010195354698225856, 0.05628952756524086, -0.09238318353891373, 0.022946715354919434, -0.14377447962760925, 0.09450686722993851, -0.028988134115934372, -0.04612944647669792, -0.016773028299212456, 0.013273488730192184, 0.003995612263679504, 0.025631310418248177, -0.04920434206724167, 0.07583367079496384, 0.04711643233895302, 0.03241821750998497, -0.017503678798675537, -0.029503576457500458, -0.03035990335047245, -0.017058605328202248, -0.02967744506895542, 0.12738662958145142, 0.01316686812788248, -0.027040401473641396, 0.004970725160092115, 0.1340738981962204, -0.0240939874202013, -0.02148367092013359, -0.086558036506176, -0.02708526886999607, -0.08478257060050964, 0.08960377424955368, -0.021849578246474266, -0.0339554101228714, -0.06770655512809753, 0.17876669764518738, 0.17237861454486847, -0.10052772611379623, 0.015360133722424507, -0.04249708727002144, -0.014249573461711407, 0.012675330974161625, 0.06743320822715759, -0.036822542548179626, 0.3273760676383972, -0.08580240607261658, -0.06737197935581207, -0.14534829556941986, -0.05439624562859535, -0.07488257437944412, -0.09541191905736923, -0.005240810569375753, -0.06574127823114395, -0.09542176872491837, 0.06784014403820038, -0.028521157801151276, -0.053685083985328674, 0.20225830376148224, -0.14458729326725006, 0.02945549227297306, -0.04216251149773598, 0.04953495413064957, 0.03149919956922531, 0.0322054848074913, -0.17580360174179077, -0.017830340191721916, 0.07431676238775253, -0.009888255968689919, -0.03623836860060692, 0.05002523586153984, 0.03605248034000397, -0.11149311065673828, -0.021043598651885986, -0.032890137284994125, 0.010294096544384956, 0.00763465603813529, 0.032484021037817, -0.08338386565446854, 0.02033420465886593, -0.04024992510676384, -0.05264967307448387, -0.08287017047405243, 0.07326576113700867, 0.028053104877471924, 0.04034635052084923, 0.03486993536353111, 0.02924356795847416, 0.05085916444659233, -0.02378130331635475, -0.13484041392803192, -0.03242512047290802, 0.004439711570739746, -0.06603550165891647, 0.015031183138489723, -0.08505009114742279, -0.014397230930626392, -0.047286782413721085, -0.00010459556506248191, 0.06052596494555473, 0.042140260338783264, -0.03973538801074028, 0.012903829105198383, -0.011062447912991047, -0.01209297589957714, 0.033084601163864136, -0.018503019586205482, -0.09228798747062683, -0.10015363246202469, -0.13575296103954315, 0.07133917510509491, -0.028757434338331223, 0.11668611317873001, 0.23145395517349243, -0.034301649779081345, -0.00693699112161994, -0.289935439825058, 0.01504786591976881, 0.05547553673386574, -0.0318073108792305, -0.04404709115624428 ]

[ "transformers", "pytorch", "dataset:RicardoRei/wmt-da-human-evaluation", "dataset:RicardoRei/wmt-mqm-human-evaluation", "dataset:xnli", "dataset:nikitam/ACES", "license:mit", "endpoints_compatible", "has_space", "region:us" ]

[]

[]

[ "# MT-Ranker\n\nThis is the MT-Ranker-Base model from the ICLR'24 Spotlight paper MT-Ranker: Reference-free machine translation evaluation by inter-system ranking.\n\nFor model loading instructions see our GitHub.\n\nWe are working on streamlining the model loading." ]

[ "TAGS\n#transformers #pytorch #dataset-RicardoRei/wmt-da-human-evaluation #dataset-RicardoRei/wmt-mqm-human-evaluation #dataset-xnli #dataset-nikitam/ACES #license-mit #endpoints_compatible #has_space #region-us \n", "# MT-Ranker\n\nThis is the MT-Ranker-Base model from the ICLR'24 Spotlight paper MT-Ranker: Reference-free machine translation evaluation by inter-system ranking.\n\nFor model loading instructions see our GitHub.\n\nWe are working on streamlining the model loading." ]

[ 86, 65 ]

[ "passage: TAGS\n#transformers #pytorch #dataset-RicardoRei/wmt-da-human-evaluation #dataset-RicardoRei/wmt-mqm-human-evaluation #dataset-xnli #dataset-nikitam/ACES #license-mit #endpoints_compatible #has_space #region-us \n# MT-Ranker\n\nThis is the MT-Ranker-Base model from the ICLR'24 Spotlight paper MT-Ranker: Reference-free machine translation evaluation by inter-system ranking.\n\nFor model loading instructions see our GitHub.\n\nWe are working on streamlining the model loading." ]

[ -0.10220317542552948, 0.09873056411743164, -0.00015181796334218234, 0.00976598635315895, 0.15609584748744965, 0.052663736045360565, 0.05210335552692413, 0.13154296576976776, 0.08988915383815765, -0.011432763189077377, 0.04599098116159439, 0.15530547499656677, 0.053817957639694214, 0.12165907770395279, 0.02063429355621338, -0.21752457320690155, 0.06170525774359703, 0.06203770264983177, -0.033129774034023285, 0.1546163707971573, 0.11498385667800903, -0.07500871270895004, 0.1128188818693161, 0.03261318430304527, -0.07583942264318466, -0.015632057562470436, -0.009598992764949799, -0.026976462453603745, 0.12109966576099396, 0.02613670565187931, 0.038111500442028046, 0.12955237925052643, 0.008701526559889317, -0.0190083347260952, 0.03072326071560383, 0.042421288788318634, 0.03139203414320946, 0.09083874523639679, -0.018766820430755615, -0.015779364854097366, 0.17757698893547058, -0.071775421500206, -0.010253147222101688, 0.05237525701522827, -0.053566668182611465, -0.09557878226041794, -0.07578783482313156, 0.026519885286688805, 0.021816616877913475, 0.06616472452878952, 0.0021141800098121166, 0.30662232637405396, -0.13713788986206055, 0.03073035180568695, 0.07830848544836044, -0.24988502264022827, -0.006908302195370197, 0.250639945268631, 0.061606455594301224, 0.06324179470539093, -0.02783653885126114, 0.04086507856845856, 0.009655695408582687, 0.01111864484846592, 0.07893623411655426, -0.07193019986152649, -0.024103187024593353, 0.01718384586274624, -0.10932906717061996, 0.030823972076177597, 0.28876402974128723, 0.03528926521539688, -0.03158146142959595, -0.042750176042318344, -0.02156047150492668, 0.053409822285175323, 0.03788299113512039, -0.016623124480247498, -0.011771264486014843, -0.0566459596157074, -0.039982788264751434, -0.0451035350561142, -0.0784914419054985, -0.052660953253507614, -0.12820746004581451, 0.06950902193784714, -0.008151626214385033, 0.046319376677274704, -0.03905598074197769, 0.11396755278110504, -0.02239328622817993, -0.08001141995191574, -0.03420320525765419, -0.11314210295677185, -0.09574969857931137, -0.04706963896751404, -0.0021168116945773363, -0.016622556373476982, 0.05522473156452179, 0.004505110438913107, 0.03902113437652588, -0.006033072713762522, 0.06493816524744034, 0.040648240596055984, 0.10664118081331253, 0.1308421641588211, -0.12044479697942734, -0.13769342005252838, 0.0203553456813097, 0.0036771083250641823, -0.06117735803127289, -0.014463243074715137, -0.03848511353135109, -0.1086544319987297, -0.03602631390094757, 0.06976357847452164, 0.05975864827632904, 0.12362278252840042, 0.012247634120285511, -0.11642841249704361, 0.19743946194648743, -0.04316684231162071, -0.025024032220244408, 0.010204553604125977, -0.06527905911207199, 0.09580224007368088, 0.003103866009041667, -0.02116192691028118, -0.047472938895225525, 0.02204447239637375, -0.07641087472438812, -0.04529786854982376, -0.06710902601480484, -0.09471259266138077, 0.028861545026302338, -0.16770492494106293, 0.03236182779073715, -0.1098073422908783, -0.13325640559196472, -0.041852351278066635, 0.051854126155376434, -0.014686799608170986, -0.04984787851572037, 0.023955173790454865, 0.032412052154541016, 0.0022784152533859015, -0.07277970761060715, 0.038841910660266876, -0.052785299718379974, 0.06863762438297272, -0.107097327709198, 0.07302413880825043, -0.08753771334886551, 0.04402982071042061, -0.11669638752937317, -0.01391057949513197, -0.1717097908258438, 0.018947767093777657, -0.07584363967180252, 0.1010589450597763, -0.1647486835718155, -0.06956276297569275, -0.028760651126503944, 0.05231070891022682, -0.05339863523840904, 0.160309299826622, -0.08707157522439957, -0.043370164930820465, 0.05276452377438545, -0.04666786268353462, -0.09825605154037476, 0.07914134860038757, -0.019464949145913124, 0.14636339247226715, 0.06360971182584763, 0.10472088307142258, 0.11410040408372879, -0.03375060483813286, -0.022646265104413033, 0.09951476752758026, -0.10837048292160034, -0.16601598262786865, 0.11840758472681046, 0.056339848786592484, -0.0832744836807251, -0.0010795578127726912, -0.1560669094324112, 0.029238855466246605, -0.07167002558708191, -0.03088267892599106, -0.020367927849292755, -0.06224546581506729, 0.008130284026265144, 0.0004940832732245326, 0.06270936876535416, -0.03823424130678177, -0.020611384883522987, -0.011771569959819317, 0.12614397704601288, -0.012578403577208519, -0.029987335205078125, -0.10873697698116302, 0.00047558892401866615, -0.08914465457201004, 0.018658021464943886, -0.10291144251823425, -0.03992016613483429, -0.010162555612623692, -0.03324895352125168, 0.025741111487150192, 0.10415379703044891, 0.039620012044906616, -0.036004021763801575, -0.030122628435492516, -0.011688232421875, 0.11404159665107727, -0.0018223500810563564, -0.019303439185023308, -0.15710163116455078, -0.05278993397951126, -0.048522770404815674, 0.03877026215195656, -0.04886886477470398, -0.002631127368658781, 0.006925540044903755, 0.08537515252828598, 0.034571390599012375, 0.008983684703707695, 0.07144618034362793, -0.03379760682582855, -0.025684427469968796, -0.039598457515239716, 0.07313983887434006, 0.01039665937423706, -0.09240727871656418, 0.20081517100334167, 0.069369375705719, 0.12530967593193054, 0.14178381860256195, -0.013950924389064312, 0.025951866060495377, 0.020505212247371674, -0.033739909529685974, 0.0033333064056932926, -0.054605208337306976, 0.005333902779966593, 0.035044264048337936, 0.021266141906380653, 0.05753719434142113, -0.035689014941453934, 0.008005436509847641, 0.00482404138892889, -0.00144137570168823, -0.02207786589860916, 0.12519240379333496, 0.1557549238204956, -0.18090857565402985, 0.06599652022123337, 0.09588021039962769, 0.0035822538193315268, 0.154679074883461, -0.012111734598875046, -0.024029593914747238, 0.003531179390847683, -0.03646235167980194, -0.03933395817875862, 0.10218815505504608, -0.2542581558227539, -0.05264272540807724, 0.10778357088565826, 0.04131803661584854, 0.0529569573700428, -0.05970120057463646, -0.023986347019672394, 0.015529264695942402, 0.025750672444701195, -0.14471910893917084, 0.09522794932126999, -0.021059319376945496, 0.0669536367058754, -0.007188113871961832, -0.004973402246832848, 0.04163511469960213, 0.0021435325033962727, -0.10287024825811386, 0.1541772484779358, -0.023836418986320496, -0.19466646015644073, -0.12776511907577515, -0.08017951995134354, -0.09336715191602707, -0.03478514775633812, 0.014133347198367119, -0.07515955716371536, -0.05261853709816933, 0.002287696348503232, 0.15251728892326355, -0.046325284987688065, -0.0025002090260386467, -0.019577771425247192, 0.02738821879029274, -0.03346865251660347, -0.10891502350568771, -0.019929729402065277, 0.02852688729763031, -0.04392434284090996, 0.11308582872152328, -0.11307050287723541, 0.0866493359208107, 0.14364056289196014, -0.0034490576945245266, 0.049151502549648285, -0.007932020351290703, 0.24087774753570557, -0.10622218996286392, 0.04694962501525879, 0.2053034007549286, 0.09104406088590622, -0.0396743081510067, 0.12416227906942368, 0.030025053769350052, -0.024108629673719406, 0.00760387908667326, -0.001757055171765387, -0.04929831624031067, -0.2102532684803009, -0.11326580494642258, -0.07967855781316757, -0.06925763934850693, 0.006210597697645426, 0.016704635694622993, 0.0056772297248244286, 0.13531599938869476, -0.011740223504602909, -0.0029047513380646706, -0.09825023263692856, 0.040220603346824646, -0.04622671753168106, -0.023117555305361748, 0.08460124582052231, -0.05695522204041481, -0.03815145045518875, 0.1133391335606575, 0.10797172039747238, 0.18408668041229248, -0.009485133923590183, 0.08046900480985641, 0.08589962124824524, 0.11278852820396423, 0.08171149343252182, 0.11790409684181213, -0.02125796303153038, -0.04420618712902069, -0.0378730334341526, -0.04805636405944824, -0.03722517192363739, -0.009943435899913311, 0.06849280744791031, -0.0686376616358757, -0.007017101161181927, -0.02671985886991024, 0.04840400815010071, 0.15392038226127625, 0.06154567375779152, -0.22636190056800842, -0.04383175075054169, 0.019684327766299248, 0.024718623608350754, -0.09045916050672531, 0.024786338210105896, -0.004320242907851934, -0.10182584077119827, 0.03220275044441223, -0.02712455950677395, 0.11024675518274307, -0.12602494657039642, 0.001879262737929821, -0.04327993467450142, 0.014783084392547607, -0.05601739138364792, 0.10913243144750595, -0.11526698619127274, 0.18054424226284027, 0.015556694939732552, 0.011142621748149395, -0.12032997608184814, -0.08337153494358063, 0.08941631764173508, 0.2443566918373108, 0.12752588093280792, 0.04863753914833069, -0.03888406604528427, -0.04684998095035553, -0.0798867866396904, 0.05892932042479515, -0.021361852064728737, -0.041153956204652786, 0.07016163319349289, -0.006229270715266466, 0.016595277935266495, -0.045774251222610474, 0.1217447817325592, -0.08180895447731018, -0.05684521049261093, 0.02470727078616619, 0.055505383759737015, 0.018858306109905243, -0.026884663850069046, -0.07804770022630692, -0.04651518166065216, 0.1529197245836258, 0.04738381877541542, -0.07107461243867874, -0.15566910803318024, -0.011723647825419903, 0.12105614691972733, -0.05223817378282547, -0.0574183315038681, -0.03406854346394539, 0.07588230073451996, -0.015893708914518356, -0.11916819214820862, 0.04485443979501724, -0.12069050967693329, -0.006557558197528124, -0.017178719863295555, 0.10138871520757675, -0.010105148889124393, 0.08355772495269775, -0.0022009462118148804, -0.05667777359485626, -0.011225452646613121, -0.10600152611732483, 0.0274593997746706, 0.09080084413290024, -0.007506098132580519, 0.09744304418563843, -0.0020016427151858807, -0.06436138600111008, -0.040183812379837036, -0.07373399287462234, 0.12557075917720795, 0.05082641541957855, -0.058832623064517975, 0.06973515450954437, 0.17437875270843506, -0.003855878720059991, -0.2692086398601532, 0.049900490790605545, -0.03117883764207363, 0.052130915224552155, -0.0037170147988945246, -0.1032114177942276, 0.1267487108707428, 0.004020849708467722, -0.05707786977291107, 0.05717337876558304, -0.2344072163105011, -0.06259787827730179, 0.09307248145341873, 0.07498516887426376, 0.32415151596069336, -0.062082383781671524, -0.024338629096746445, -0.052119266241788864, -0.2835681438446045, 0.1117115244269371, -0.07330341637134552, 0.11253030598163605, -0.06580034643411636, 0.045764580368995667, 0.024891555309295654, -0.0750281885266304, 0.13833609223365784, 0.025714416056871414, 0.0076095182448625565, -0.02136465348303318, -0.04091968387365341, 0.05589785426855087, -0.0422549694776535, 0.13872884213924408, 0.02865145541727543, 0.03229760751128197, -0.19441814720630646, -0.05382717028260231, -0.13092219829559326, 0.059165697544813156, 0.01882079429924488, -0.08517016470432281, -0.07447252422571182, 0.14273284375667572, 0.03895913437008858, 0.002168891951441765, 0.051330406218767166, -0.06266185641288757, -0.0786295011639595, 0.07223137468099594, 0.0835675522685051, -0.20560762286186218, -0.09454183280467987, -0.025668365880846977, -0.02027871087193489, 0.11211913079023361, -0.17977575957775116, 0.031547874212265015, 0.12106423079967499, 0.015355653129518032, 0.07501925528049469, 0.021252796053886414, -0.04834338650107384, -0.026430927217006683, 0.12286044657230377, -0.07077375054359436, -0.06351161748170853, -0.05562135577201843, -0.057067666202783585, -0.010419459082186222, 0.12025897204875946, 0.1604650616645813, -0.02627214603126049, 0.002442553173750639, -0.014376522041857243, 0.004938803613185883, -0.07596626877784729, 0.1511974036693573, 0.06279923021793365, 0.0627647340297699, -0.13843441009521484, 0.06628572940826416, 0.05218051001429558, -0.03493957594037056, -0.07645438611507416, -0.005695380736142397, -0.15931075811386108, -0.10070854425430298, -0.035200778394937515, 0.014954489655792713, -0.15257534384727478, -0.05910875275731087, -0.028196362778544426, -0.13925471901893616, 0.015827607363462448, -0.016203710809350014, 0.08264254033565521, 0.019092289730906487, -0.05523351952433586, -0.10758930444717407, -0.07570944726467133, -0.009988052770495415, -0.00810602679848671, 0.04156549647450447, -0.17797240614891052, 0.0056978859938681126, -0.0017183765303343534, 0.11546004563570023, -0.08163026720285416, -0.02565709687769413, -0.08788467198610306, 0.019171299412846565, -0.06966358423233032, -0.07322707027196884, -0.09609270095825195, -0.008365727961063385, 0.0004931963048875332, -0.0810949057340622, -0.07788857817649841, 0.006909927818924189, -0.11057212948799133, 0.02298818714916706, -0.023060807958245277, 0.11344756931066513, 0.038642194122076035, 0.0036248338874429464, 0.033272940665483475, -0.050149351358413696, 0.09636740386486053, -0.003873347770422697, -0.043102845549583435, 0.04932892695069313, -0.03476877510547638, -0.02848494052886963, 0.023736312985420227, 0.05455080419778824, 0.12229155004024506, -0.07556779682636261, 0.006992834620177746, 0.036841847002506256, -0.008976886980235577, 0.041952986270189285, 0.0057687582448124886, -0.06259749829769135, 0.022382978349924088, -0.07693683356046677, -0.009621091187000275, -0.04899853095412254, 0.02477412484586239, 0.13184651732444763, 0.033684831112623215, 0.16494709253311157, 0.0026984859723597765, -0.010655445978045464, -0.15315066277980804, 0.01001602504402399, -0.0003430266515351832, -0.10422764718532562, 0.013805558905005455, -0.02089887671172619, 0.06846524775028229, -0.03204948827624321, 0.2391839623451233, 0.0093349888920784, -0.006889033131301403, -0.015274547971785069, 0.04821092262864113, -0.007858945056796074, -0.09826365113258362, 0.12010003626346588, 0.04232388734817505, 0.03221031278371811, -0.000037716279621236026, 0.07514410465955734, -0.0022870253305882215, 0.05679786950349808, 0.12592507898807526, 0.12882454693317413, 0.10706986486911774, 0.09443239122629166, 0.06014863774180412, 0.0033462857827544212, -0.0881696343421936, 0.02281680889427662, -0.012833337299525738, 0.07801426947116852, 0.008781342767179012, -0.011139442212879658, 0.1841423064470291, -0.09104616940021515, 0.045265451073646545, -0.022792857140302658, -0.013065928593277931, -0.10545054078102112, -0.22694498300552368, -0.06945417821407318, -0.19537250697612762, -0.0028838643338531256, -0.0834738239645958, -0.035277094691991806, 0.0896110013127327, 0.10383587330579758, -0.03320992365479469, 0.128958061337471, -0.056139107793569565, -0.05020933598279953, 0.06047941744327545, -0.030637267976999283, -0.021229933947324753, -0.06136423721909523, 0.0767132043838501, 0.027855463325977325, 0.022732386365532875, 0.046889159828424454, -0.03436578810214996, -0.058241795748472214, -0.0004898821352981031, 0.020641760900616646, -0.07042742520570755, -0.07561995834112167, 0.005791164003312588, -0.0184763316065073, 0.16339415311813354, 0.019537417218089104, 0.019749455153942108, -0.012639896012842655, 0.13863638043403625, -0.007934097200632095, -0.08214127272367477, -0.1398227959871292, 0.13925166428089142, 0.028593355789780617, -0.036517295986413956, 0.04700595512986183, -0.06173419952392578, -0.03768808767199516, 0.24939818680286407, 0.27640071511268616, -0.05629156157374382, -0.026758119463920593, 0.010215315967798233, 0.00669045140966773, -0.014584149233996868, 0.14513985812664032, 0.04050993174314499, 0.17038878798484802, -0.04059919714927673, -0.00582203408703208, -0.08379995077848434, -0.002864938462153077, 0.06055961176753044, 0.07117728143930435, 0.12863653898239136, -0.04906216263771057, -0.03200652077794075, 0.11353583633899689, -0.09238021820783615, -0.18852321803569794, 0.02988915517926216, -0.13434714078903198, -0.08087664842605591, -0.07175319641828537, 0.010105310007929802, 0.032396815717220306, 0.07699579745531082, -0.07949836552143097, 0.007057340815663338, -0.020443620160222054, -0.001086124568246305, -0.1524013876914978, -0.0826893225312233, 0.13978014886379242, 0.03204067423939705, 0.13977959752082825, -0.02924843691289425, 0.037602607160806656, 0.0822300910949707, -0.026740040630102158, -0.12923985719680786, 0.09382066130638123, -0.0493062362074852, -0.027241339907050133, 0.035411614924669266, 0.05978013202548027, 0.008734459057450294, 0.04174818843603134, 0.0011087198508903384, -0.12570716440677643, 0.010673184879124165, 0.020772991701960564, 0.025190994143486023, -0.1378197818994522, 0.06673046201467514, -0.06392096728086472, 0.12117990106344223, 0.16069617867469788, -0.028536353260278702, 0.0021566147916018963, -0.07588665932416916, 0.10808051377534866, 0.032151319086551666, -0.02130490355193615, -0.07441331446170807, -0.14678272604942322, 0.005106637254357338, -0.08260874450206757, -0.015283830463886261, -0.14160437881946564, -0.0007330478983931243, -0.08701351284980774, -0.0480821430683136, -0.005416848696768284, 0.05934581905603409, 0.05437815934419632, 0.07807929813861847, -0.005255339201539755, -0.11989236623048782, 0.012758217751979828, 0.033842556178569794, -0.1805075854063034, -0.0695052370429039 ]

[ "transformers", "safetensors", "arxiv:1910.09700", "endpoints_compatible", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ "TAGS\n#transformers #safetensors #arxiv-1910.09700 #endpoints_compatible #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ 31, 6, 3, 82, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4 ]

[ "passage: TAGS\n#transformers #safetensors #arxiv-1910.09700 #endpoints_compatible #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact" ]

[ -0.06646376848220825, 0.2168014943599701, -0.00225935154594481, 0.023818302899599075, 0.1271018385887146, -0.001635765191167593, 0.04218708351254463, 0.13324736058712006, -0.020175931975245476, 0.11144465953111649, 0.046588581055402756, 0.09377603232860565, 0.09928803145885468, 0.18404334783554077, 0.04859916493296623, -0.2059975117444992, 0.007056170143187046, -0.09090408682823181, 0.014076028019189835, 0.1116579994559288, 0.13719257712364197, -0.10291384905576706, 0.08272874355316162, -0.04045208916068077, -0.02019004337489605, 0.00012576708104461432, -0.09259183704853058, -0.07032395154237747, 0.06885425746440887, 0.06264153122901917, 0.051234472543001175, 0.001456156256608665, 0.09140396863222122, -0.2864592671394348, 0.017265573143959045, 0.08406311273574829, 0.0027674848679453135, 0.06290827691555023, 0.07236549258232117, -0.07389893382787704, 0.11328595131635666, -0.08021481335163116, 0.13019037246704102, 0.08625296503305435, -0.062064990401268005, -0.23071379959583282, -0.07525765895843506, 0.0963398814201355, 0.12251301854848862, 0.06215599179267883, -0.022921854630112648, 0.15455181896686554, -0.06248689442873001, 0.012971068732440472, 0.1294165402650833, -0.11526761949062347, -0.05572471022605896, 0.061741601675748825, 0.11775490641593933, 0.10740239918231964, -0.14110268652439117, -0.0017287094378843904, 0.04900608956813812, 0.029121357947587967, 0.08589313924312592, 0.022661056369543076, 0.12003941088914871, 0.04652795568108559, -0.13695219159126282, -0.04037507623434067, 0.12011898308992386, 0.038862764835357666, -0.06446044892072678, -0.2168138176202774, -0.006778308190405369, -0.0601806715130806, -0.014732478186488152, -0.07019448280334473, 0.039128515869379044, -0.02470310963690281, 0.07317749410867691, -0.04465159401297569, -0.1063927412033081, -0.0421026237308979, 0.0892222449183464, 0.07748593389987946, 0.011527054943144321, -0.02519804798066616, 0.04627908393740654, 0.13455867767333984, 0.05402068421244621, -0.10399353504180908, -0.07017925381660461, -0.06942764669656754, -0.09420394152402878, -0.04035796597599983, 0.056760527193546295, 0.031942449510097504, 0.02665667235851288, 0.22703726589679718, 0.016653569415211678, 0.04155244305729866, 0.0224777739495039, 0.01032855175435543, 0.043662428855895996, 0.0955500528216362, -0.05303520709276199, -0.15660029649734497, -0.04072032496333122, 0.09077946096658707, -0.0027527001220732927, -0.036689214408397675, -0.03966725245118141, 0.03849169611930847, 0.06843466311693192, 0.13122352957725525, 0.07552056759595871, -0.017929591238498688, -0.04813180863857269, -0.030096933245658875, 0.23523783683776855, -0.1493375599384308, 0.04426715523004532, -0.02271856553852558, -0.01804111897945404, -0.03908449783921242, 0.03597262129187584, 0.022118929773569107, -0.000004518366949923802, 0.09706240892410278, -0.058981191366910934, -0.05378659814596176, -0.10168042778968811, -0.03272576630115509, 0.04088849574327469, -0.013975566253066063, -0.010589460842311382, -0.09025166928768158, -0.09490354359149933, -0.04766594246029854, 0.05537205561995506, -0.05123869329690933, -0.03770573064684868, 0.009465423412621021, -0.08151785284280777, -0.005444355774670839, -0.005417742300778627, 0.10699385404586792, -0.03222226724028587, 0.04445803165435791, -0.027600755915045738, 0.05225523188710213, 0.09919606149196625, 0.031576547771692276, -0.0773419588804245, 0.0561848059296608, -0.22559374570846558, 0.07503069192171097, -0.11481974273920059, 0.04335082694888115, -0.1704932004213333, -0.042439818382263184, 0.005444696638733149, 0.0139949731528759, 0.013206101022660732, 0.12720820307731628, -0.19255615770816803, -0.01654396951198578, 0.13260798156261444, -0.09212633967399597, -0.118110790848732, 0.07884611934423447, -0.029701577499508858, 0.1624738723039627, 0.04682036489248276, -0.027025915682315826, 0.09224298596382141, -0.16434773802757263, -0.07092688232660294, -0.00949116237461567, -0.01727987825870514, 0.12109188735485077, 0.07512219995260239, -0.05991523340344429, 0.046571120619773865, 0.02832140028476715, -0.038078423589468, -0.04424772411584854, -0.050857074558734894, -0.10884185880422592, -0.01070026308298111, -0.08987759798765182, 0.04065500199794769, -0.01250192429870367, -0.07916021347045898, -0.029885273426771164, -0.18612512946128845, -0.0030564051121473312, 0.10038342326879501, 0.0035033065360039473, -0.005652366206049919, -0.08666291832923889, 0.026358824223279953, -0.03112892620265484, -0.008404186926782131, -0.16764774918556213, -0.04399421438574791, 0.046902090311050415, -0.16094985604286194, 0.020117372274398804, -0.06413903087377548, 0.06334125250577927, 0.03641495108604431, -0.05590536445379257, -0.0248766727745533, -0.01730942726135254, 0.011945613659918308, -0.05083848536014557, -0.18994836509227753, -0.056277405470609665, -0.037882111966609955, 0.149809330701828, -0.25956398248672485, 0.032966937869787216, 0.051140617579221725, 0.14649195969104767, 0.00406361510977149, -0.05115427449345589, 0.01429014839231968, -0.05360214412212372, -0.054652128368616104, -0.06746816635131836, -0.006135428790003061, -0.027576493099331856, -0.05147203803062439, 0.019243421033024788, -0.1755700707435608, -0.021410830318927765, 0.09424154460430145, 0.12876708805561066, -0.1486445665359497, -0.018640631809830666, -0.048725154250860214, -0.06339836865663528, -0.0715010017156601, -0.07038594037294388, 0.10712739825248718, 0.0513901449739933, 0.04796046018600464, -0.07435787469148636, -0.07092321664094925, 0.02726263552904129, 0.006906150374561548, -0.03382374346256256, 0.08727246522903442, 0.05199531093239784, -0.09209315478801727, 0.0756213590502739, 0.1092359870672226, 0.07177663594484329, 0.09363535046577454, 0.01574566215276718, -0.11756632477045059, -0.028492970392107964, 0.036266472190618515, 0.02740776725113392, 0.1465986967086792, -0.05952361226081848, 0.04016614332795143, 0.04494241625070572, -0.04170418903231621, 0.022319864481687546, -0.08787637203931808, 0.024075502529740334, 0.025203049182891846, -0.0034381982404738665, 0.06284574419260025, -0.02525499276816845, -0.0050758360885083675, 0.07016654312610626, 0.047779910266399384, 0.04621000960469246, 0.009655474685132504, -0.01720241829752922, -0.1047825813293457, 0.16950392723083496, -0.0951867327094078, -0.269941508769989, -0.17632324993610382, 0.026197833940386772, 0.04035249724984169, -0.022378476336598396, 0.031619444489479065, -0.07056326419115067, -0.10630585998296738, -0.1060405746102333, -0.002429972169920802, 0.01714223250746727, -0.06364088505506516, -0.0741225928068161, 0.07348573952913284, 0.04382912442088127, -0.14902326464653015, 0.038552410900592804, 0.055694397538900375, -0.057955220341682434, -0.0233661737293005, 0.09118817001581192, 0.12397737801074982, 0.14583967626094818, -0.021366750821471214, -0.028626007959246635, 0.029004426673054695, 0.19620531797409058, -0.13469526171684265, 0.10371150821447372, 0.13814030587673187, -0.04545360431075096, 0.08360563963651657, 0.1560150384902954, 0.029186224564909935, -0.08317049592733383, 0.05044832453131676, 0.04082648828625679, -0.043159641325473785, -0.2666129767894745, -0.0534592866897583, 0.012832709588110447, -0.06255637854337692, 0.09786593168973923, 0.10183793306350708, 0.11542957276105881, 0.034910861402750015, -0.07166364789009094, -0.043925940990448, -0.0058974819257855415, 0.11737963557243347, -0.05490213260054588, -0.012639665976166725, 0.07686592638492584, -0.05086168646812439, 0.005355054512619972, 0.10266812145709991, 0.02973790094256401, 0.17442677915096283, 0.020399179309606552, 0.11231429129838943, 0.06195578724145889, 0.08633565157651901, 0.0007386076031252742, 0.02951662428677082, 0.05147615820169449, 0.017203815281391144, -0.002300140680745244, -0.10421168059110641, -0.006156572140753269, 0.1449710875749588, 0.028103826567530632, 0.029669636860489845, -0.0018948549404740334, -0.005003341939300299, 0.05121048167347908, 0.1746254414319992, -0.011592294089496136, -0.22072425484657288, -0.0845772922039032, 0.06936841458082199, -0.06218599155545235, -0.12968985736370087, -0.026130788028240204, 0.045467354357242584, -0.17519839107990265, 0.026703642681241035, -0.027433741837739944, 0.0919293761253357, -0.09345759451389313, -0.02221956104040146, 0.03687324374914169, 0.084866963326931, -0.014529162086546421, 0.08703910559415817, -0.14498743414878845, 0.11886418610811234, 0.02978132851421833, 0.09024628251791, -0.11081171780824661, 0.07909037172794342, -0.007550720125436783, 0.009180475026369095, 0.19379350543022156, -0.011335089802742004, -0.03514958545565605, -0.08774717897176743, -0.11210042238235474, -0.013537433929741383, 0.12687496840953827, -0.1243172138929367, 0.08773399889469147, -0.015198243781924248, -0.044079482555389404, 0.00937260314822197, -0.12100647389888763, -0.17273177206516266, -0.19628387689590454, 0.05585884302854538, -0.09575839340686798, 0.025643249973654747, -0.11914430558681488, -0.07089093327522278, -0.02952558360993862, 0.241120383143425, -0.1745356321334839, -0.06510113179683685, -0.1468164622783661, -0.046294767409563065, 0.1662203073501587, -0.04437198117375374, 0.0718095526099205, -0.0208172257989645, 0.20345525443553925, 0.005988610442727804, -0.004939318168908358, 0.06724198162555695, -0.08892562240362167, -0.16873881220817566, -0.06771010160446167, 0.1510489284992218, 0.11680185794830322, 0.04907919466495514, -0.002248800592496991, 0.0011772146681323647, -0.016943959519267082, -0.1137804463505745, -0.0033210667315870523, 0.16037839651107788, 0.03878779336810112, 0.025986969470977783, -0.05243593826889992, -0.08797456324100494, -0.06899320334196091, -0.06853509694337845, 0.06221301481127739, 0.19590823352336884, -0.10376439243555069, 0.1700313836336136, 0.147536963224411, -0.07305635511875153, -0.23175598680973053, 0.035342130810022354, 0.04983805492520332, 0.0014306638622656465, 0.04886869341135025, -0.18252557516098022, 0.10521943867206573, 0.019543392583727837, -0.05505957826972008, 0.13485197722911835, -0.1557481735944748, -0.1552847921848297, 0.0722852572798729, 0.03904085233807564, -0.22423844039440155, -0.1354004591703415, -0.09622503817081451, -0.05825018882751465, -0.14065024256706238, 0.06054598465561867, -0.002136280992999673, 0.015948504209518433, 0.03500790148973465, -0.0015643214574083686, 0.027123261243104935, -0.058935679495334625, 0.18609118461608887, -0.004065449349582195, 0.020676052197813988, -0.060264769941568375, -0.0478842556476593, 0.09839435666799545, -0.06130504235625267, 0.12208222597837448, 0.004057085141539574, 0.01594383642077446, -0.10362856835126877, -0.048314861953258514, -0.04328322783112526, 0.05154227837920189, -0.07548051327466965, -0.10070807486772537, -0.043625857681035995, 0.08841723203659058, 0.07005169242620468, -0.03383097052574158, 0.00549331633374095, -0.07189501076936722, 0.10019614547491074, 0.17795267701148987, 0.17573626339435577, 0.009926567785441875, -0.07241068035364151, 0.01677953451871872, -0.04142116755247116, 0.044231921434402466, -0.2513144314289093, 0.03756171092391014, 0.06098250672221184, 0.029438555240631104, 0.09217222779989243, -0.020435843616724014, -0.1820858269929886, -0.04050002992153168, 0.08094815909862518, -0.05452597141265869, -0.22617179155349731, -0.019085140898823738, 0.0954197570681572, -0.2020406424999237, -0.007372708059847355, 0.03995226323604584, -0.048725228756666183, -0.023169852793216705, 0.00010950004070764408, 0.06317184865474701, 0.002471912419423461, 0.09773622453212738, 0.0735151618719101, 0.09715340286493301, -0.08337292820215225, 0.10562895983457565, 0.10150538384914398, -0.09572599828243256, 0.03605884686112404, 0.06754924356937408, -0.05300498008728027, -0.043293699622154236, 0.03665391728281975, 0.033023297786712646, 0.005234600510448217, -0.060321882367134094, 0.013913018628954887, -0.036497246474027634, 0.044923391193151474, 0.08326134830713272, 0.03754979372024536, -0.013354414142668247, 0.06462216377258301, 0.03401726484298706, -0.10898099094629288, 0.10366570204496384, 0.01731540448963642, 0.04105307161808014, -0.08384523540735245, -0.019968897104263306, 0.035425446927547455, 0.030576206743717194, -0.01765924133360386, -0.02306121215224266, -0.02860277332365513, -0.01614218018949032, -0.14299540221691132, -0.023106401786208153, -0.07243485748767853, 0.006181265693157911, 0.014656842686235905, -0.031884219497442245, -0.011233693920075893, 0.02475680410861969, -0.06979699432849884, -0.07426341623067856, -0.006949664559215307, 0.09833318740129471, -0.15115703642368317, 0.008848577737808228, 0.06907843053340912, -0.11088496446609497, 0.08190931379795074, -0.008411259390413761, 0.016245156526565552, 0.022527478635311127, -0.15448406338691711, 0.05601610988378525, 0.0008648968650959432, 0.01916889287531376, 0.025886621326208115, -0.16471809148788452, 0.004104440100491047, -0.04661374166607857, -0.02149827405810356, -0.00004464812809601426, -0.02647159807384014, -0.12325995415449142, 0.06858719140291214, -0.015622655861079693, -0.035931166261434555, -0.02701525390148163, 0.0539589487016201, 0.07888586074113846, -0.027474910020828247, 0.10445091128349304, -0.008690856397151947, 0.04941811040043831, -0.16801609098911285, -0.02470702864229679, -0.04982255399227142, 0.019377702847123146, 0.009884213097393513, -0.007693959400057793, 0.04183054715394974, -0.00976533442735672, 0.21883612871170044, -0.05075952783226967, 0.1607085019350052, 0.05847611650824547, -0.017352959141135216, -0.0007513365126214921, 0.06180921941995621, 0.05997028574347496, 0.04658793285489082, 0.009480604901909828, 0.023740366101264954, -0.022450892254710197, -0.006695089396089315, -0.15932634472846985, 0.01890849508345127, 0.14999441802501678, 0.06301083415746689, 0.024745315313339233, 0.05866100639104843, -0.12775006890296936, -0.12135478109121323, 0.09311001747846603, -0.026755332946777344, 0.00928465835750103, -0.08245618641376495, 0.1358020007610321, 0.14980104565620422, -0.14000412821769714, 0.05256148427724838, -0.06134212389588356, -0.05217423290014267, -0.10388828068971634, -0.12032219022512436, -0.05887215584516525, -0.053666237741708755, 0.002330566756427288, -0.03760887682437897, 0.054546963423490524, 0.03344334661960602, -0.009351172484457493, -0.00022941511997487396, 0.13597318530082703, -0.019751882180571556, -0.0028988157864660025, 0.048313532024621964, 0.03693558648228645, 0.02373051457107067, -0.05275435373187065, 0.02940409444272518, 0.02539868652820587, 0.032232340425252914, 0.06546790152788162, 0.033412106335163116, -0.047448933124542236, 0.03804153576493263, -0.0025254099164158106, -0.11207924783229828, 0.019641218706965446, -0.00460948096588254, -0.0742158442735672, 0.1268945336341858, 0.0407399944961071, 0.010224059224128723, -0.03741471841931343, 0.24361543357372284, -0.06653323769569397, -0.06378097087144852, -0.13251738250255585, 0.10491154342889786, -0.0027236645109951496, 0.06476365029811859, 0.023412218317389488, -0.1284150779247284, 0.005243356805294752, 0.13858191668987274, 0.12181595712900162, 0.0045748427510261536, 0.009228081442415714, 0.0518609918653965, 0.0025186820421367884, -0.06998204439878464, 0.054019294679164886, 0.06992026418447495, 0.12919506430625916, -0.07847554981708527, 0.07680778950452805, 0.0006860480643808842, -0.08370215445756912, -0.02947772853076458, 0.11312682181596756, -0.0409729965031147, 0.03491825982928276, -0.047444481402635574, 0.10916327685117722, -0.05787910893559456, -0.29412412643432617, 0.02350960113108158, -0.09588567912578583, -0.15202060341835022, -0.018367812037467957, 0.05944539234042168, -0.02624768204987049, 0.018029648810625076, 0.06971040368080139, -0.06011629104614258, 0.20098382234573364, 0.0335683599114418, -0.07864278554916382, -0.0664360448718071, 0.04837050288915634, -0.06564252078533173, 0.2949807047843933, 0.008418165147304535, 0.02863333560526371, 0.10770907253026962, -0.03253700211644173, -0.18271861970424652, 0.010723991319537163, 0.1133992001414299, -0.08056149631738663, 0.08200647681951523, 0.19000613689422607, -0.012578671798110008, 0.1209007054567337, 0.05294662341475487, -0.047376248985528946, 0.04217283055186272, -0.03389401361346245, -0.051268599927425385, -0.10752558708190918, 0.058453381061553955, -0.05909625440835953, 0.15447644889354706, 0.10152646154165268, -0.05671518296003342, -0.004550917539745569, -0.05555408447980881, 0.04875178262591362, 0.01804669201374054, 0.12263146042823792, 0.02951994352042675, -0.1865430772304535, 0.032826557755470276, -0.01144319772720337, 0.10186848044395447, -0.25588861107826233, -0.08421015739440918, 0.08833149075508118, -0.011924264021217823, -0.05105875805020332, 0.10560628771781921, 0.057650718837976456, 0.04243382066488266, -0.043439045548439026, -0.10480839014053345, -0.02186836116015911, 0.14663739502429962, -0.1469624787569046, -0.025013303384184837 ]

[ "transformers", "safetensors", "llama", "text-generation", "arxiv:1910.09700", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "4-bit", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ "TAGS\n#transformers #safetensors #llama #text-generation #arxiv-1910.09700 #autotrain_compatible #endpoints_compatible #text-generation-inference #4-bit #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ 59, 6, 3, 82, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4 ]

[ "passage: TAGS\n#transformers #safetensors #llama #text-generation #arxiv-1910.09700 #autotrain_compatible #endpoints_compatible #text-generation-inference #4-bit #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact" ]

[ -0.049007222056388855, 0.16460949182510376, -0.005271392408758402, 0.021910345181822777, 0.09685911983251572, 0.01403510570526123, 0.07018975168466568, 0.11002060770988464, -0.02425350993871689, 0.11399492621421814, 0.03344893455505371, 0.09780009090900421, 0.11368958652019501, 0.1498505026102066, -0.002398149576038122, -0.23227156698703766, 0.04924226179718971, -0.1249755248427391, -0.03746527433395386, 0.1159956082701683, 0.15001481771469116, -0.10170940309762955, 0.07611104100942612, -0.029819702729582787, -0.008722295984625816, -0.032589927315711975, -0.056551046669483185, -0.04997202008962631, 0.051094699651002884, 0.07382578402757645, 0.06793182343244553, 0.004094683099538088, 0.09450557827949524, -0.2669448256492615, 0.0197003111243248, 0.0730973482131958, -0.002068581758067012, 0.07547242939472198, 0.054895199835300446, -0.07525460422039032, 0.09282654523849487, -0.0507965162396431, 0.1469351053237915, 0.08020289987325668, -0.09152709692716599, -0.19188682734966278, -0.0887833908200264, 0.10164182633161545, 0.18469172716140747, 0.045696184039115906, -0.022488808259367943, 0.09940612316131592, -0.08621317893266678, 0.011039474047720432, 0.05154034495353699, -0.06937182694673538, -0.05223534256219864, 0.06355299055576324, 0.08018788695335388, 0.07678371667861938, -0.12301702797412872, -0.02094447799026966, 0.008637533523142338, 0.00831096712499857, 0.08201737701892853, 0.023290244862437248, 0.1510206013917923, 0.03883988782763481, -0.12744688987731934, -0.050009194761514664, 0.10665731877088547, 0.041741468012332916, -0.04784774035215378, -0.25138479471206665, -0.030326439067721367, -0.027732934802770615, -0.029999805614352226, -0.03873695060610771, 0.04263332113623619, -0.0072723389603197575, 0.0826614573597908, -0.008116158656775951, -0.07679495960474014, -0.03798604756593704, 0.06191713735461235, 0.060809630900621414, 0.026244111359119415, -0.011753023602068424, 0.010934822261333466, 0.1174238994717598, 0.10631082952022552, -0.12367359548807144, -0.051516905426979065, -0.06431761384010315, -0.07867198437452316, -0.04216236248612404, 0.03455616533756256, 0.041060756891965866, 0.049376390874385834, 0.2486443817615509, 0.017620395869016647, 0.05382118001580238, 0.03803925961256027, 0.010167144238948822, 0.06406087428331375, 0.11435336619615555, -0.061582546681165695, -0.09715550392866135, -0.025186026468873024, 0.08966731280088425, 0.01176387071609497, -0.04024789482355118, -0.05783011019229889, 0.06293477863073349, 0.016524890437722206, 0.1202789843082428, 0.09223750233650208, 0.003793274285271764, -0.07138240337371826, -0.06413803994655609, 0.1937950700521469, -0.1626761257648468, 0.04747059941291809, 0.034180231392383575, -0.038511235266923904, -0.0016249394975602627, 0.008853171020746231, 0.024325255304574966, -0.021725021302700043, 0.08937039971351624, -0.05618007108569145, -0.041590798646211624, -0.10983981937170029, -0.035744234919548035, 0.03192625194787979, 0.009910091757774353, -0.03217151761054993, -0.031847331672906876, -0.08444786816835403, -0.06831640005111694, 0.09424425661563873, -0.07356466352939606, -0.053753651678562164, -0.016938211396336555, -0.07437273859977722, 0.024786023423075676, 0.01960081420838833, 0.07747352123260498, -0.02004585787653923, 0.042900070548057556, -0.05549933388829231, 0.06014169380068779, 0.10937028378248215, 0.033117540180683136, -0.05445994809269905, 0.0621645413339138, -0.2418462336063385, 0.0997670441865921, -0.06829129904508591, 0.05325306951999664, -0.15072302520275116, -0.02465333603322506, 0.04913770779967308, 0.008168290369212627, -0.010590006597340107, 0.13754788041114807, -0.21924975514411926, -0.027699807658791542, 0.1631394773721695, -0.09464818984270096, -0.07676627486944199, 0.05986984074115753, -0.052457790821790695, 0.10692904144525528, 0.04047565534710884, -0.026259733363986015, 0.06162377819418907, -0.13397987186908722, 0.0005626814090646803, -0.045883387327194214, -0.01928110048174858, 0.15731419622898102, 0.07587230950593948, -0.06994020938873291, 0.07348526269197464, 0.023750323802232742, -0.023168303072452545, -0.046913031488657, -0.017583578824996948, -0.1088033989071846, 0.010729904286563396, -0.061985816806554794, 0.01937699131667614, -0.025795195251703262, -0.09332547336816788, -0.028493179008364677, -0.17521639168262482, -0.020266273990273476, 0.08516935259103775, -0.009352635592222214, -0.01925206556916237, -0.11787936836481094, 0.015734510496258736, 0.03501737862825394, 0.002549536293372512, -0.1319509893655777, -0.05043373629450798, 0.02751830592751503, -0.16075198352336884, 0.033688947558403015, -0.05403051897883415, 0.0491553395986557, 0.03133281692862511, -0.031412381678819656, -0.028679344803094864, 0.022094380110502243, 0.004997676704078913, -0.014611656777560711, -0.24550160765647888, -0.026604164391756058, -0.02145342156291008, 0.16796952486038208, -0.21640902757644653, 0.0374150350689888, 0.07194960117340088, 0.15254895389080048, 0.008589224889874458, -0.038006994873285294, 0.002335198922082782, -0.075041763484478, -0.03255171701312065, -0.06050482019782066, -0.009038056246936321, -0.03572068363428116, -0.05482286959886551, 0.04863523691892624, -0.16824471950531006, -0.029467429965734482, 0.1015508770942688, 0.06473538279533386, -0.13604550063610077, -0.019663551822304726, -0.03585261106491089, -0.042308371514081955, -0.05517838895320892, -0.05935737490653992, 0.10260266810655594, 0.05827045813202858, 0.04566904529929161, -0.06485172361135483, -0.0747392401099205, 0.0017082487465813756, -0.019673427566885948, -0.022536588832736015, 0.09213293343782425, 0.07581926137208939, -0.12331884354352951, 0.09213830530643463, 0.10402927547693253, 0.08686267584562302, 0.0966128259897232, -0.023164015263319016, -0.08361977338790894, -0.049845483154058456, 0.02228725142776966, 0.017598064616322517, 0.13447505235671997, -0.007804518099874258, 0.05406574159860611, 0.04160919412970543, -0.013909573666751385, 0.009752067737281322, -0.09242741018533707, 0.032518286257982254, 0.03427431732416153, -0.01857241988182068, 0.041615914553403854, -0.039849672466516495, 0.019975949078798294, 0.09018522500991821, 0.046917494386434555, 0.04021155461668968, 0.014107138849794865, -0.04660527780652046, -0.11187547445297241, 0.16612006723880768, -0.12780359387397766, -0.23512837290763855, -0.1463187336921692, 0.0034277087543159723, 0.03630480915307999, -0.009390040300786495, 0.0017278295708820224, -0.06397698074579239, -0.11876852810382843, -0.09194197505712509, 0.010153552517294884, 0.04896695911884308, -0.0851091742515564, -0.0603698305785656, 0.05686335638165474, 0.04057794436812401, -0.14546048641204834, 0.019262617453932762, 0.04933769255876541, -0.09224124997854233, -0.009894786402583122, 0.08289197087287903, 0.06857553124427795, 0.18091025948524475, 0.013082148507237434, -0.02271466888487339, 0.03428078070282936, 0.21755947172641754, -0.13586747646331787, 0.11420658230781555, 0.1426045000553131, -0.09194567799568176, 0.08309654146432877, 0.19839057326316833, 0.04078111797571182, -0.10157861560583115, 0.032499175518751144, 0.018653791397809982, -0.030491048470139503, -0.24355553090572357, -0.07171683013439178, 0.00034942623460665345, -0.057900771498680115, 0.07530075311660767, 0.09018687158823013, 0.09155713021755219, 0.01583298109471798, -0.0946493074297905, -0.07830986380577087, 0.05305508151650429, 0.10324970632791519, 0.020061472430825233, -0.013236436992883682, 0.09051742404699326, -0.03375976160168648, 0.017617853358387947, 0.09066354483366013, 0.0011531224008649588, 0.17065346240997314, 0.05820678174495697, 0.18275249004364014, 0.07604338973760605, 0.07338658720254898, 0.01378361415117979, 0.01180104911327362, 0.019032908603549004, 0.02708563208580017, -0.004741039127111435, -0.08538748323917389, -0.01599922962486744, 0.12008915096521378, 0.07424698024988174, 0.015674617141485214, 0.014355434104800224, -0.04089333862066269, 0.08203015476465225, 0.17435193061828613, -0.001506963511928916, -0.1824604868888855, -0.06271602213382721, 0.08220411837100983, -0.09449198096990585, -0.10147359222173691, -0.02445729449391365, 0.03089604340493679, -0.17088350653648376, 0.023070847615599632, -0.016430631279945374, 0.11182350665330887, -0.13931094110012054, -0.019696295261383057, 0.0640200525522232, 0.07118809968233109, -0.00031885437783785164, 0.05944213643670082, -0.16128569841384888, 0.10404066741466522, 0.013166810385882854, 0.06712377816438675, -0.09715772420167923, 0.10046469420194626, -0.006883090827614069, -0.013416164554655552, 0.13275203108787537, 0.008256223052740097, -0.07161599397659302, -0.07921489328145981, -0.09379399567842484, -0.009093280881643295, 0.12668752670288086, -0.14835532009601593, 0.08585991710424423, -0.035368360579013824, -0.04256736859679222, 0.0022144275717437267, -0.10755012929439545, -0.12217973172664642, -0.1874755620956421, 0.05520224943757057, -0.1321607530117035, 0.039849888533353806, -0.10649667680263519, -0.03462952747941017, -0.029491933062672615, 0.1882491409778595, -0.22971367835998535, -0.06835493445396423, -0.15157760679721832, -0.09785088151693344, 0.14553189277648926, -0.04969761520624161, 0.08694402873516083, -0.005991519894450903, 0.18016821146011353, 0.022223925217986107, -0.021585633978247643, 0.09859558939933777, -0.09382225573062897, -0.1963716447353363, -0.08180448412895203, 0.15751656889915466, 0.13459575176239014, 0.03521031513810158, -0.0027760460507124662, 0.037876322865486145, -0.01856307126581669, -0.12259240448474884, 0.021658578887581825, 0.17797763645648956, 0.0652514174580574, 0.02310643345117569, -0.026529761031270027, -0.11104881763458252, -0.06772379577159882, -0.033685971051454544, 0.03064778819680214, 0.18449479341506958, -0.0722544714808464, 0.18419069051742554, 0.143813356757164, -0.05867353826761246, -0.1976030021905899, 0.008879725821316242, 0.03365374729037285, 0.007196295075118542, 0.03445420414209366, -0.20255140960216522, 0.0841677114367485, 0.00034181843511760235, -0.05190233513712883, 0.13343381881713867, -0.17106693983078003, -0.15042030811309814, 0.07339101284742355, 0.03619921952486038, -0.19460853934288025, -0.11963265389204025, -0.08913769572973251, -0.05391303077340126, -0.18051348626613617, 0.10290905088186264, 0.03496568650007248, 0.008035079576075077, 0.03376363217830658, 0.028494013473391533, 0.01669638603925705, -0.03928735852241516, 0.1920013129711151, -0.026591487228870392, 0.029855716973543167, -0.08456290513277054, -0.06990274786949158, 0.04655740037560463, -0.05482156574726105, 0.0760476216673851, -0.027013001963496208, 0.011612839996814728, -0.10561433434486389, -0.042526841163635254, -0.029051896184682846, 0.013453613966703415, -0.0963861495256424, -0.08940120041370392, -0.0490599125623703, 0.09310506284236908, 0.09519506990909576, -0.035876575857400894, -0.03684677556157112, -0.07069114595651627, 0.039579302072525024, 0.18676936626434326, 0.17657315731048584, 0.04523694887757301, -0.0789421945810318, -0.005537794437259436, -0.011924253776669502, 0.04352729767560959, -0.21637341380119324, 0.06442029029130936, 0.05013522133231163, 0.017847778275609016, 0.11767403781414032, -0.02045002020895481, -0.1556767225265503, -0.07006701827049255, 0.06328949332237244, -0.06132598593831062, -0.1951322853565216, 0.005576360039412975, 0.054395273327827454, -0.16848263144493103, -0.048018258064985275, 0.04364382475614548, -0.004054433200508356, -0.0402018167078495, 0.01867259293794632, 0.08977478742599487, 0.003425614908337593, 0.0704059898853302, 0.05869606137275696, 0.08224445581436157, -0.10246741771697998, 0.07471306622028351, 0.08622124791145325, -0.07954994589090347, 0.026619622483849525, 0.09149482846260071, -0.05819176882505417, -0.02969011478126049, 0.02704544924199581, 0.0793747529387474, 0.011502381414175034, -0.042540501803159714, 0.011518802493810654, -0.10228829830884933, 0.06203006953001022, 0.08760257810354233, 0.03265642002224922, 0.015443529933691025, 0.03219176456332207, 0.045628782361745834, -0.07176384329795837, 0.1219232901930809, 0.028246978297829628, 0.015991143882274628, -0.04067446291446686, -0.04898078367114067, 0.024271609261631966, -0.0303955040872097, -0.006366716232150793, -0.03475780412554741, -0.0729878842830658, -0.0171539094299078, -0.16714228689670563, -0.016664555296301842, -0.04662061110138893, 0.009329318068921566, 0.03086909092962742, -0.03788549080491066, 0.008464637212455273, 0.007407912518829107, -0.07459274679422379, -0.06477426737546921, -0.022905457764863968, 0.09289900958538055, -0.16393527388572693, 0.02335011027753353, 0.08690579235553741, -0.12064014375209808, 0.09392421692609787, 0.01837589405477047, -0.0037578048650175333, 0.028480252251029015, -0.14924435317516327, 0.038928523659706116, -0.03113253228366375, 0.014821149408817291, 0.04454975947737694, -0.2236335128545761, 0.0009650349384173751, -0.033828526735305786, -0.06339430809020996, -0.009390673600137234, -0.036760155111551285, -0.11370383948087692, 0.10629112273454666, 0.007970798760652542, -0.08916810154914856, -0.031690530478954315, 0.032128699123859406, 0.08206479996442795, -0.0239556971937418, 0.15763959288597107, -0.0023972811177372932, 0.0736590027809143, -0.1675432026386261, -0.019303109496831894, -0.011248460970818996, 0.020926566794514656, -0.018098697066307068, -0.01251189224421978, 0.04078914225101471, -0.02225574664771557, 0.18437865376472473, -0.023570427671074867, 0.023348741233348846, 0.06592654436826706, 0.027775658294558525, -0.025002485141158104, 0.10530006885528564, 0.05339968949556351, 0.021854043006896973, 0.02036798559129238, 0.00273964018560946, -0.04241073876619339, -0.023610878735780716, -0.1998770385980606, 0.06446972489356995, 0.14037446677684784, 0.09086652100086212, -0.017234215512871742, 0.08257289230823517, -0.1004219725728035, -0.11521948128938675, 0.11568495631217957, -0.05446505919098854, -0.004037478007376194, -0.0672159418463707, 0.12938179075717926, 0.1446845531463623, -0.19097456336021423, 0.06995914876461029, -0.06848131865262985, -0.049033988267183304, -0.11654651165008545, -0.1963350623846054, -0.05714293569326401, -0.05161691829562187, -0.01663723587989807, -0.046969223767519, 0.07560921460390091, 0.05719533935189247, 0.007424132898449898, -0.0017566849710419774, 0.06332923471927643, -0.026077456772327423, 0.00009585227962816134, 0.026813751086592674, 0.06610306352376938, 0.013093758374452591, -0.02985633723437786, 0.017491595819592476, -0.012147722765803337, 0.042048826813697815, 0.06357792019844055, 0.04670548066496849, -0.030032360926270485, 0.016853880137205124, -0.03863191977143288, -0.10680584609508514, 0.041318636387586594, -0.028504958376288414, -0.08043242245912552, 0.1491626501083374, 0.02454165369272232, 0.008750278502702713, -0.0205967016518116, 0.2416755110025406, -0.0737907737493515, -0.09567341208457947, -0.1479424238204956, 0.10524045675992966, -0.04420987144112587, 0.06244929879903793, 0.045180387794971466, -0.10425344854593277, 0.016717668622732162, 0.12817999720573425, 0.16302813589572906, -0.044200748205184937, 0.020526019856333733, 0.027614353224635124, 0.004152800887823105, -0.03678637370467186, 0.0514480359852314, 0.06988705694675446, 0.1595088243484497, -0.048713311553001404, 0.09546878933906555, -0.0016016386216506362, -0.09618084132671356, -0.03802286460995674, 0.11709540337324142, -0.018092934042215347, 0.017691975459456444, -0.055210161954164505, 0.11857418715953827, -0.06138255074620247, -0.2316483110189438, 0.06108921393752098, -0.06591550260782242, -0.13765475153923035, -0.02143050730228424, 0.08041442185640335, -0.013238796964287758, 0.02708347514271736, 0.07207029312849045, -0.07533451914787292, 0.20003929734230042, 0.037636954337358475, -0.05420409142971039, -0.05360380560159683, 0.08255447447299957, -0.10376271605491638, 0.27565470337867737, 0.016520937904715538, 0.04948882386088371, 0.10317612439393997, -0.012690499424934387, -0.13475549221038818, 0.02108365297317505, 0.09600389003753662, -0.0946137085556984, 0.04216265305876732, 0.19903649389743805, 0.0003853837260976434, 0.1207512691617012, 0.0790785402059555, -0.07618726044893265, 0.049590613692998886, -0.0941753089427948, -0.07070460170507431, -0.09001081436872482, 0.09455035626888275, -0.07685617357492447, 0.14261877536773682, 0.1292559802532196, -0.053739987313747406, 0.010677514597773552, -0.028576120734214783, 0.04638256877660751, 0.0034859003499150276, 0.1005801111459732, 0.010024284943938255, -0.18460705876350403, 0.02157641015946865, 0.01203901320695877, 0.1056026741862297, -0.16518552601337433, -0.09804878383874893, 0.042120642960071564, 0.0014211505185812712, -0.060778699815273285, 0.12909291684627533, 0.06027422100305557, 0.04478219151496887, -0.04292554408311844, -0.020403601229190826, -0.009860116057097912, 0.13677826523780823, -0.10241927951574326, 0.0014122816501185298 ]

[ "transformers", "safetensors", "arxiv:1910.09700", "endpoints_compatible", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ "TAGS\n#transformers #safetensors #arxiv-1910.09700 #endpoints_compatible #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ 31, 6, 3, 82, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4 ]

[ "passage: TAGS\n#transformers #safetensors #arxiv-1910.09700 #endpoints_compatible #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact" ]

[ -0.06646376848220825, 0.2168014943599701, -0.00225935154594481, 0.023818302899599075, 0.1271018385887146, -0.001635765191167593, 0.04218708351254463, 0.13324736058712006, -0.020175931975245476, 0.11144465953111649, 0.046588581055402756, 0.09377603232860565, 0.09928803145885468, 0.18404334783554077, 0.04859916493296623, -0.2059975117444992, 0.007056170143187046, -0.09090408682823181, 0.014076028019189835, 0.1116579994559288, 0.13719257712364197, -0.10291384905576706, 0.08272874355316162, -0.04045208916068077, -0.02019004337489605, 0.00012576708104461432, -0.09259183704853058, -0.07032395154237747, 0.06885425746440887, 0.06264153122901917, 0.051234472543001175, 0.001456156256608665, 0.09140396863222122, -0.2864592671394348, 0.017265573143959045, 0.08406311273574829, 0.0027674848679453135, 0.06290827691555023, 0.07236549258232117, -0.07389893382787704, 0.11328595131635666, -0.08021481335163116, 0.13019037246704102, 0.08625296503305435, -0.062064990401268005, -0.23071379959583282, -0.07525765895843506, 0.0963398814201355, 0.12251301854848862, 0.06215599179267883, -0.022921854630112648, 0.15455181896686554, -0.06248689442873001, 0.012971068732440472, 0.1294165402650833, -0.11526761949062347, -0.05572471022605896, 0.061741601675748825, 0.11775490641593933, 0.10740239918231964, -0.14110268652439117, -0.0017287094378843904, 0.04900608956813812, 0.029121357947587967, 0.08589313924312592, 0.022661056369543076, 0.12003941088914871, 0.04652795568108559, -0.13695219159126282, -0.04037507623434067, 0.12011898308992386, 0.038862764835357666, -0.06446044892072678, -0.2168138176202774, -0.006778308190405369, -0.0601806715130806, -0.014732478186488152, -0.07019448280334473, 0.039128515869379044, -0.02470310963690281, 0.07317749410867691, -0.04465159401297569, -0.1063927412033081, -0.0421026237308979, 0.0892222449183464, 0.07748593389987946, 0.011527054943144321, -0.02519804798066616, 0.04627908393740654, 0.13455867767333984, 0.05402068421244621, -0.10399353504180908, -0.07017925381660461, -0.06942764669656754, -0.09420394152402878, -0.04035796597599983, 0.056760527193546295, 0.031942449510097504, 0.02665667235851288, 0.22703726589679718, 0.016653569415211678, 0.04155244305729866, 0.0224777739495039, 0.01032855175435543, 0.043662428855895996, 0.0955500528216362, -0.05303520709276199, -0.15660029649734497, -0.04072032496333122, 0.09077946096658707, -0.0027527001220732927, -0.036689214408397675, -0.03966725245118141, 0.03849169611930847, 0.06843466311693192, 0.13122352957725525, 0.07552056759595871, -0.017929591238498688, -0.04813180863857269, -0.030096933245658875, 0.23523783683776855, -0.1493375599384308, 0.04426715523004532, -0.02271856553852558, -0.01804111897945404, -0.03908449783921242, 0.03597262129187584, 0.022118929773569107, -0.000004518366949923802, 0.09706240892410278, -0.058981191366910934, -0.05378659814596176, -0.10168042778968811, -0.03272576630115509, 0.04088849574327469, -0.013975566253066063, -0.010589460842311382, -0.09025166928768158, -0.09490354359149933, -0.04766594246029854, 0.05537205561995506, -0.05123869329690933, -0.03770573064684868, 0.009465423412621021, -0.08151785284280777, -0.005444355774670839, -0.005417742300778627, 0.10699385404586792, -0.03222226724028587, 0.04445803165435791, -0.027600755915045738, 0.05225523188710213, 0.09919606149196625, 0.031576547771692276, -0.0773419588804245, 0.0561848059296608, -0.22559374570846558, 0.07503069192171097, -0.11481974273920059, 0.04335082694888115, -0.1704932004213333, -0.042439818382263184, 0.005444696638733149, 0.0139949731528759, 0.013206101022660732, 0.12720820307731628, -0.19255615770816803, -0.01654396951198578, 0.13260798156261444, -0.09212633967399597, -0.118110790848732, 0.07884611934423447, -0.029701577499508858, 0.1624738723039627, 0.04682036489248276, -0.027025915682315826, 0.09224298596382141, -0.16434773802757263, -0.07092688232660294, -0.00949116237461567, -0.01727987825870514, 0.12109188735485077, 0.07512219995260239, -0.05991523340344429, 0.046571120619773865, 0.02832140028476715, -0.038078423589468, -0.04424772411584854, -0.050857074558734894, -0.10884185880422592, -0.01070026308298111, -0.08987759798765182, 0.04065500199794769, -0.01250192429870367, -0.07916021347045898, -0.029885273426771164, -0.18612512946128845, -0.0030564051121473312, 0.10038342326879501, 0.0035033065360039473, -0.005652366206049919, -0.08666291832923889, 0.026358824223279953, -0.03112892620265484, -0.008404186926782131, -0.16764774918556213, -0.04399421438574791, 0.046902090311050415, -0.16094985604286194, 0.020117372274398804, -0.06413903087377548, 0.06334125250577927, 0.03641495108604431, -0.05590536445379257, -0.0248766727745533, -0.01730942726135254, 0.011945613659918308, -0.05083848536014557, -0.18994836509227753, -0.056277405470609665, -0.037882111966609955, 0.149809330701828, -0.25956398248672485, 0.032966937869787216, 0.051140617579221725, 0.14649195969104767, 0.00406361510977149, -0.05115427449345589, 0.01429014839231968, -0.05360214412212372, -0.054652128368616104, -0.06746816635131836, -0.006135428790003061, -0.027576493099331856, -0.05147203803062439, 0.019243421033024788, -0.1755700707435608, -0.021410830318927765, 0.09424154460430145, 0.12876708805561066, -0.1486445665359497, -0.018640631809830666, -0.048725154250860214, -0.06339836865663528, -0.0715010017156601, -0.07038594037294388, 0.10712739825248718, 0.0513901449739933, 0.04796046018600464, -0.07435787469148636, -0.07092321664094925, 0.02726263552904129, 0.006906150374561548, -0.03382374346256256, 0.08727246522903442, 0.05199531093239784, -0.09209315478801727, 0.0756213590502739, 0.1092359870672226, 0.07177663594484329, 0.09363535046577454, 0.01574566215276718, -0.11756632477045059, -0.028492970392107964, 0.036266472190618515, 0.02740776725113392, 0.1465986967086792, -0.05952361226081848, 0.04016614332795143, 0.04494241625070572, -0.04170418903231621, 0.022319864481687546, -0.08787637203931808, 0.024075502529740334, 0.025203049182891846, -0.0034381982404738665, 0.06284574419260025, -0.02525499276816845, -0.0050758360885083675, 0.07016654312610626, 0.047779910266399384, 0.04621000960469246, 0.009655474685132504, -0.01720241829752922, -0.1047825813293457, 0.16950392723083496, -0.0951867327094078, -0.269941508769989, -0.17632324993610382, 0.026197833940386772, 0.04035249724984169, -0.022378476336598396, 0.031619444489479065, -0.07056326419115067, -0.10630585998296738, -0.1060405746102333, -0.002429972169920802, 0.01714223250746727, -0.06364088505506516, -0.0741225928068161, 0.07348573952913284, 0.04382912442088127, -0.14902326464653015, 0.038552410900592804, 0.055694397538900375, -0.057955220341682434, -0.0233661737293005, 0.09118817001581192, 0.12397737801074982, 0.14583967626094818, -0.021366750821471214, -0.028626007959246635, 0.029004426673054695, 0.19620531797409058, -0.13469526171684265, 0.10371150821447372, 0.13814030587673187, -0.04545360431075096, 0.08360563963651657, 0.1560150384902954, 0.029186224564909935, -0.08317049592733383, 0.05044832453131676, 0.04082648828625679, -0.043159641325473785, -0.2666129767894745, -0.0534592866897583, 0.012832709588110447, -0.06255637854337692, 0.09786593168973923, 0.10183793306350708, 0.11542957276105881, 0.034910861402750015, -0.07166364789009094, -0.043925940990448, -0.0058974819257855415, 0.11737963557243347, -0.05490213260054588, -0.012639665976166725, 0.07686592638492584, -0.05086168646812439, 0.005355054512619972, 0.10266812145709991, 0.02973790094256401, 0.17442677915096283, 0.020399179309606552, 0.11231429129838943, 0.06195578724145889, 0.08633565157651901, 0.0007386076031252742, 0.02951662428677082, 0.05147615820169449, 0.017203815281391144, -0.002300140680745244, -0.10421168059110641, -0.006156572140753269, 0.1449710875749588, 0.028103826567530632, 0.029669636860489845, -0.0018948549404740334, -0.005003341939300299, 0.05121048167347908, 0.1746254414319992, -0.011592294089496136, -0.22072425484657288, -0.0845772922039032, 0.06936841458082199, -0.06218599155545235, -0.12968985736370087, -0.026130788028240204, 0.045467354357242584, -0.17519839107990265, 0.026703642681241035, -0.027433741837739944, 0.0919293761253357, -0.09345759451389313, -0.02221956104040146, 0.03687324374914169, 0.084866963326931, -0.014529162086546421, 0.08703910559415817, -0.14498743414878845, 0.11886418610811234, 0.02978132851421833, 0.09024628251791, -0.11081171780824661, 0.07909037172794342, -0.007550720125436783, 0.009180475026369095, 0.19379350543022156, -0.011335089802742004, -0.03514958545565605, -0.08774717897176743, -0.11210042238235474, -0.013537433929741383, 0.12687496840953827, -0.1243172138929367, 0.08773399889469147, -0.015198243781924248, -0.044079482555389404, 0.00937260314822197, -0.12100647389888763, -0.17273177206516266, -0.19628387689590454, 0.05585884302854538, -0.09575839340686798, 0.025643249973654747, -0.11914430558681488, -0.07089093327522278, -0.02952558360993862, 0.241120383143425, -0.1745356321334839, -0.06510113179683685, -0.1468164622783661, -0.046294767409563065, 0.1662203073501587, -0.04437198117375374, 0.0718095526099205, -0.0208172257989645, 0.20345525443553925, 0.005988610442727804, -0.004939318168908358, 0.06724198162555695, -0.08892562240362167, -0.16873881220817566, -0.06771010160446167, 0.1510489284992218, 0.11680185794830322, 0.04907919466495514, -0.002248800592496991, 0.0011772146681323647, -0.016943959519267082, -0.1137804463505745, -0.0033210667315870523, 0.16037839651107788, 0.03878779336810112, 0.025986969470977783, -0.05243593826889992, -0.08797456324100494, -0.06899320334196091, -0.06853509694337845, 0.06221301481127739, 0.19590823352336884, -0.10376439243555069, 0.1700313836336136, 0.147536963224411, -0.07305635511875153, -0.23175598680973053, 0.035342130810022354, 0.04983805492520332, 0.0014306638622656465, 0.04886869341135025, -0.18252557516098022, 0.10521943867206573, 0.019543392583727837, -0.05505957826972008, 0.13485197722911835, -0.1557481735944748, -0.1552847921848297, 0.0722852572798729, 0.03904085233807564, -0.22423844039440155, -0.1354004591703415, -0.09622503817081451, -0.05825018882751465, -0.14065024256706238, 0.06054598465561867, -0.002136280992999673, 0.015948504209518433, 0.03500790148973465, -0.0015643214574083686, 0.027123261243104935, -0.058935679495334625, 0.18609118461608887, -0.004065449349582195, 0.020676052197813988, -0.060264769941568375, -0.0478842556476593, 0.09839435666799545, -0.06130504235625267, 0.12208222597837448, 0.004057085141539574, 0.01594383642077446, -0.10362856835126877, -0.048314861953258514, -0.04328322783112526, 0.05154227837920189, -0.07548051327466965, -0.10070807486772537, -0.043625857681035995, 0.08841723203659058, 0.07005169242620468, -0.03383097052574158, 0.00549331633374095, -0.07189501076936722, 0.10019614547491074, 0.17795267701148987, 0.17573626339435577, 0.009926567785441875, -0.07241068035364151, 0.01677953451871872, -0.04142116755247116, 0.044231921434402466, -0.2513144314289093, 0.03756171092391014, 0.06098250672221184, 0.029438555240631104, 0.09217222779989243, -0.020435843616724014, -0.1820858269929886, -0.04050002992153168, 0.08094815909862518, -0.05452597141265869, -0.22617179155349731, -0.019085140898823738, 0.0954197570681572, -0.2020406424999237, -0.007372708059847355, 0.03995226323604584, -0.048725228756666183, -0.023169852793216705, 0.00010950004070764408, 0.06317184865474701, 0.002471912419423461, 0.09773622453212738, 0.0735151618719101, 0.09715340286493301, -0.08337292820215225, 0.10562895983457565, 0.10150538384914398, -0.09572599828243256, 0.03605884686112404, 0.06754924356937408, -0.05300498008728027, -0.043293699622154236, 0.03665391728281975, 0.033023297786712646, 0.005234600510448217, -0.060321882367134094, 0.013913018628954887, -0.036497246474027634, 0.044923391193151474, 0.08326134830713272, 0.03754979372024536, -0.013354414142668247, 0.06462216377258301, 0.03401726484298706, -0.10898099094629288, 0.10366570204496384, 0.01731540448963642, 0.04105307161808014, -0.08384523540735245, -0.019968897104263306, 0.035425446927547455, 0.030576206743717194, -0.01765924133360386, -0.02306121215224266, -0.02860277332365513, -0.01614218018949032, -0.14299540221691132, -0.023106401786208153, -0.07243485748767853, 0.006181265693157911, 0.014656842686235905, -0.031884219497442245, -0.011233693920075893, 0.02475680410861969, -0.06979699432849884, -0.07426341623067856, -0.006949664559215307, 0.09833318740129471, -0.15115703642368317, 0.008848577737808228, 0.06907843053340912, -0.11088496446609497, 0.08190931379795074, -0.008411259390413761, 0.016245156526565552, 0.022527478635311127, -0.15448406338691711, 0.05601610988378525, 0.0008648968650959432, 0.01916889287531376, 0.025886621326208115, -0.16471809148788452, 0.004104440100491047, -0.04661374166607857, -0.02149827405810356, -0.00004464812809601426, -0.02647159807384014, -0.12325995415449142, 0.06858719140291214, -0.015622655861079693, -0.035931166261434555, -0.02701525390148163, 0.0539589487016201, 0.07888586074113846, -0.027474910020828247, 0.10445091128349304, -0.008690856397151947, 0.04941811040043831, -0.16801609098911285, -0.02470702864229679, -0.04982255399227142, 0.019377702847123146, 0.009884213097393513, -0.007693959400057793, 0.04183054715394974, -0.00976533442735672, 0.21883612871170044, -0.05075952783226967, 0.1607085019350052, 0.05847611650824547, -0.017352959141135216, -0.0007513365126214921, 0.06180921941995621, 0.05997028574347496, 0.04658793285489082, 0.009480604901909828, 0.023740366101264954, -0.022450892254710197, -0.006695089396089315, -0.15932634472846985, 0.01890849508345127, 0.14999441802501678, 0.06301083415746689, 0.024745315313339233, 0.05866100639104843, -0.12775006890296936, -0.12135478109121323, 0.09311001747846603, -0.026755332946777344, 0.00928465835750103, -0.08245618641376495, 0.1358020007610321, 0.14980104565620422, -0.14000412821769714, 0.05256148427724838, -0.06134212389588356, -0.05217423290014267, -0.10388828068971634, -0.12032219022512436, -0.05887215584516525, -0.053666237741708755, 0.002330566756427288, -0.03760887682437897, 0.054546963423490524, 0.03344334661960602, -0.009351172484457493, -0.00022941511997487396, 0.13597318530082703, -0.019751882180571556, -0.0028988157864660025, 0.048313532024621964, 0.03693558648228645, 0.02373051457107067, -0.05275435373187065, 0.02940409444272518, 0.02539868652820587, 0.032232340425252914, 0.06546790152788162, 0.033412106335163116, -0.047448933124542236, 0.03804153576493263, -0.0025254099164158106, -0.11207924783229828, 0.019641218706965446, -0.00460948096588254, -0.0742158442735672, 0.1268945336341858, 0.0407399944961071, 0.010224059224128723, -0.03741471841931343, 0.24361543357372284, -0.06653323769569397, -0.06378097087144852, -0.13251738250255585, 0.10491154342889786, -0.0027236645109951496, 0.06476365029811859, 0.023412218317389488, -0.1284150779247284, 0.005243356805294752, 0.13858191668987274, 0.12181595712900162, 0.0045748427510261536, 0.009228081442415714, 0.0518609918653965, 0.0025186820421367884, -0.06998204439878464, 0.054019294679164886, 0.06992026418447495, 0.12919506430625916, -0.07847554981708527, 0.07680778950452805, 0.0006860480643808842, -0.08370215445756912, -0.02947772853076458, 0.11312682181596756, -0.0409729965031147, 0.03491825982928276, -0.047444481402635574, 0.10916327685117722, -0.05787910893559456, -0.29412412643432617, 0.02350960113108158, -0.09588567912578583, -0.15202060341835022, -0.018367812037467957, 0.05944539234042168, -0.02624768204987049, 0.018029648810625076, 0.06971040368080139, -0.06011629104614258, 0.20098382234573364, 0.0335683599114418, -0.07864278554916382, -0.0664360448718071, 0.04837050288915634, -0.06564252078533173, 0.2949807047843933, 0.008418165147304535, 0.02863333560526371, 0.10770907253026962, -0.03253700211644173, -0.18271861970424652, 0.010723991319537163, 0.1133992001414299, -0.08056149631738663, 0.08200647681951523, 0.19000613689422607, -0.012578671798110008, 0.1209007054567337, 0.05294662341475487, -0.047376248985528946, 0.04217283055186272, -0.03389401361346245, -0.051268599927425385, -0.10752558708190918, 0.058453381061553955, -0.05909625440835953, 0.15447644889354706, 0.10152646154165268, -0.05671518296003342, -0.004550917539745569, -0.05555408447980881, 0.04875178262591362, 0.01804669201374054, 0.12263146042823792, 0.02951994352042675, -0.1865430772304535, 0.032826557755470276, -0.01144319772720337, 0.10186848044395447, -0.25588861107826233, -0.08421015739440918, 0.08833149075508118, -0.011924264021217823, -0.05105875805020332, 0.10560628771781921, 0.057650718837976456, 0.04243382066488266, -0.043439045548439026, -0.10480839014053345, -0.02186836116015911, 0.14663739502429962, -0.1469624787569046, -0.025013303384184837 ]

[ "transformers", "safetensors", "mistral", "text-generation", "arxiv:1910.09700", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ "TAGS\n#transformers #safetensors #mistral #text-generation #arxiv-1910.09700 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ 56, 6, 3, 82, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4 ]

[ "passage: TAGS\n#transformers #safetensors #mistral #text-generation #arxiv-1910.09700 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact" ]

[ -0.05921921506524086, 0.15253323316574097, -0.004925556480884552, 0.01970141939818859, 0.09812989830970764, 0.008722675032913685, 0.07155127823352814, 0.11091651022434235, -0.02038503810763359, 0.11541511863470078, 0.03161177039146423, 0.09504877775907516, 0.11244720220565796, 0.1593349277973175, 0.0006018498679623008, -0.22924894094467163, 0.050943523645401, -0.12565383315086365, -0.028005311265587807, 0.1202453151345253, 0.14323006570339203, -0.10873830318450928, 0.07482945919036865, -0.03924073651432991, -0.006830108352005482, -0.03327549248933792, -0.06254202127456665, -0.05196645110845566, 0.05287102237343788, 0.06693000346422195, 0.07382122427225113, 0.0121690658852458, 0.09054198116064072, -0.27071383595466614, 0.02402324043214321, 0.07869837433099747, -0.00047617589007131755, 0.07642106711864471, 0.049837369471788406, -0.08698169887065887, 0.07614438980817795, -0.060363397002220154, 0.14962489902973175, 0.07956483215093613, -0.09049813449382782, -0.19196605682373047, -0.07841940224170685, 0.10002946108579636, 0.18888257443904877, 0.05783533677458763, -0.02747977338731289, 0.11718999594449997, -0.08618196099996567, 0.013946855440735817, 0.06651762872934341, -0.05830651894211769, -0.055825375020504, 0.07012750208377838, 0.08251979202032089, 0.08537944406270981, -0.13050076365470886, -0.011774240992963314, 0.015172234736382961, 0.00940374843776226, 0.0883294939994812, 0.017624128609895706, 0.13745273649692535, 0.04126768559217453, -0.1351923644542694, -0.04287068545818329, 0.09870852530002594, 0.035997726023197174, -0.04835180938243866, -0.24833782017230988, -0.023138362914323807, -0.039952121675014496, -0.03223174810409546, -0.0381147637963295, 0.04236193001270294, -0.01381280180066824, 0.07635250687599182, -0.0030598659068346024, -0.08292017132043839, -0.042900193482637405, 0.07140932232141495, 0.06195797771215439, 0.025352943688631058, -0.016651969403028488, 0.0064301020465791225, 0.12258180975914001, 0.11147689074277878, -0.12772345542907715, -0.053019966930150986, -0.06414514780044556, -0.08524893969297409, -0.04640465974807739, 0.03045455552637577, 0.03743596002459526, 0.047410931438207626, 0.2386423945426941, 0.0032438088674098253, 0.054757438600063324, 0.046099163591861725, 0.014072372578084469, 0.06632840633392334, 0.10764557868242264, -0.05884917825460434, -0.09735266119241714, -0.030795203521847725, 0.10186740756034851, 0.006704956758767366, -0.041407015174627304, -0.05594591051340103, 0.06964502483606339, 0.020676078274846077, 0.1224241703748703, 0.07868597656488419, 0.002938423305749893, -0.07543925195932388, -0.06281042098999023, 0.18152743577957153, -0.1571107804775238, 0.0444292388856411, 0.03200872242450714, -0.03442244604229927, -0.009351148270070553, 0.00990392453968525, 0.02681080251932144, -0.02011663094162941, 0.09737543761730194, -0.05644093081355095, -0.033681318163871765, -0.11296935379505157, -0.0371013842523098, 0.030811145901679993, 0.01213210541754961, -0.029025491327047348, -0.0342867337167263, -0.0882277637720108, -0.0636090338230133, 0.09107700735330582, -0.07191670686006546, -0.04744245857000351, -0.017612621188163757, -0.07794062048196793, 0.022423118352890015, 0.017721612006425858, 0.09050743281841278, -0.021899394690990448, 0.03913994878530502, -0.056751471012830734, 0.06101011112332344, 0.11571475863456726, 0.028108863160014153, -0.058606795966625214, 0.06155762821435928, -0.2421950101852417, 0.10317995399236679, -0.07758963108062744, 0.051325954496860504, -0.1530446857213974, -0.026070065796375275, 0.03956404700875282, 0.012061306275427341, -0.008345595560967922, 0.1417774260044098, -0.2185831218957901, -0.03138069063425064, 0.1676056981086731, -0.10102425515651703, -0.07971794903278351, 0.06269615143537521, -0.05407082289457321, 0.11134804040193558, 0.04596652463078499, -0.023191405460238457, 0.05842197686433792, -0.14511504769325256, -0.00791724119335413, -0.04188765957951546, -0.017894908785820007, 0.16635635495185852, 0.07102048397064209, -0.06073606386780739, 0.07092984020709991, 0.019934939220547676, -0.016795052215456963, -0.04869792237877846, -0.028511613607406616, -0.10498060286045074, 0.011810078285634518, -0.059134796261787415, 0.02167343720793724, -0.021296551451086998, -0.09382132440805435, -0.029188871383666992, -0.17379464209079742, -0.0012200147612020373, 0.08734307438135147, -0.010546354576945305, -0.02201107330620289, -0.11164727807044983, 0.008580547757446766, 0.03398929536342621, 0.0007392297266051173, -0.13708379864692688, -0.059298936277627945, 0.02737307921051979, -0.16233380138874054, 0.02912268228828907, -0.05535917729139328, 0.046022266149520874, 0.040077272802591324, -0.03548351675271988, -0.0344831608235836, 0.01168955210596323, 0.011000183410942554, -0.01812567003071308, -0.25495970249176025, -0.017501724883913994, -0.02502158097922802, 0.17353887856006622, -0.22721131145954132, 0.04271984100341797, 0.07614967226982117, 0.14550280570983887, 0.0073052942752838135, -0.034482456743717194, 0.014565827324986458, -0.07198352366685867, -0.03167816624045372, -0.06257235258817673, -0.010083765722811222, -0.03872835263609886, -0.06014038994908333, 0.04782424867153168, -0.16939696669578552, -0.03236479312181473, 0.10534932464361191, 0.06398996710777283, -0.14835967123508453, -0.030286256223917007, -0.0393594354391098, -0.047035153955221176, -0.06618485599756241, -0.054856978356838226, 0.12015452980995178, 0.05620792135596275, 0.04745647683739662, -0.07151947915554047, -0.07490099221467972, 0.007241961546242237, -0.019977761432528496, -0.0163256898522377, 0.09354335069656372, 0.06967450678348541, -0.12794628739356995, 0.09154868870973587, 0.0982460081577301, 0.08392132818698883, 0.10398648679256439, -0.015390566550195217, -0.08757331967353821, -0.041474130004644394, 0.023933125659823418, 0.014664852991700172, 0.1483616679906845, -0.016296299174427986, 0.054420776665210724, 0.0360836423933506, -0.013510678894817829, 0.01076538860797882, -0.09628108888864517, 0.02706051431596279, 0.02971329540014267, -0.015405743382871151, 0.03466423228383064, -0.04367179423570633, 0.019455796107649803, 0.09001301974058151, 0.041830018162727356, 0.0396038182079792, 0.010561688803136349, -0.04398298263549805, -0.11032342165708542, 0.17876994609832764, -0.12373854219913483, -0.2460412234067917, -0.13813963532447815, 0.010937176644802094, 0.04738753288984299, -0.011057097464799881, 0.006951550021767616, -0.06640941649675369, -0.1170244961977005, -0.09733203053474426, 0.01991088129580021, 0.04529648274183273, -0.07728998363018036, -0.06572148203849792, 0.06318122148513794, 0.037644270807504654, -0.13899093866348267, 0.023945696651935577, 0.0469096377491951, -0.0813174769282341, -0.0011905812425538898, 0.07709334045648575, 0.06798645853996277, 0.17623907327651978, 0.014159789308905602, -0.023712651804089546, 0.025652561336755753, 0.21002908051013947, -0.14298869669437408, 0.1094568595290184, 0.1327279806137085, -0.08898334950208664, 0.08212688565254211, 0.20222385227680206, 0.0385010726749897, -0.10506977140903473, 0.03657889738678932, 0.027060477063059807, -0.02792542427778244, -0.24959829449653625, -0.06908850371837616, 0.001758498721756041, -0.053698375821113586, 0.06916391849517822, 0.08716317266225815, 0.09721273928880692, 0.016790922731161118, -0.10066783428192139, -0.0790279284119606, 0.05001477152109146, 0.10897587984800339, -0.001458899350836873, -0.014394176192581654, 0.09075857698917389, -0.02953648567199707, 0.01689162664115429, 0.09213569760322571, 0.0019032615236938, 0.1793205291032791, 0.052213337272405624, 0.17340974509716034, 0.07910763472318649, 0.06269825994968414, 0.021207094192504883, 0.006816241890192032, 0.02095629647374153, 0.01695442944765091, -0.004212336614727974, -0.0863528773188591, -0.0027415938675403595, 0.1203664243221283, 0.050876569002866745, 0.03059028834104538, 0.014285655692219734, -0.03054206818342209, 0.08466528356075287, 0.177787184715271, 0.001063879462890327, -0.1876421719789505, -0.07282958924770355, 0.07934894412755966, -0.08512143790721893, -0.10675539821386337, -0.029639042913913727, 0.040873926132917404, -0.17292065918445587, 0.01861744187772274, -0.020119842141866684, 0.10806277394294739, -0.12885749340057373, -0.017452897503972054, 0.055447377264499664, 0.06997017562389374, -0.009931124746799469, 0.06633757054805756, -0.1625119000673294, 0.1177479475736618, 0.01653103344142437, 0.06594116985797882, -0.09538834542036057, 0.095417320728302, -0.006962447427213192, 0.007516060955822468, 0.1403670459985733, 0.010755252093076706, -0.0641925036907196, -0.0961010679602623, -0.10299893468618393, -0.010606445372104645, 0.1309773176908493, -0.14660196006298065, 0.08697716891765594, -0.02743646875023842, -0.0437387153506279, 0.0037594304885715246, -0.12246467173099518, -0.13224415481090546, -0.18235477805137634, 0.05769521743059158, -0.13171130418777466, 0.040173836052417755, -0.1089821308851242, -0.04585907980799675, -0.021465247496962547, 0.1977471560239792, -0.23280778527259827, -0.06815840303897858, -0.15394872426986694, -0.08265888690948486, 0.1454220414161682, -0.04706942290067673, 0.08337214589118958, 0.000301246385788545, 0.19080647826194763, 0.020952312275767326, -0.017133628949522972, 0.1067209243774414, -0.09975022822618484, -0.20161914825439453, -0.09120959788560867, 0.15868841111660004, 0.13963958621025085, 0.038726504892110825, -0.004869744647294283, 0.032236017286777496, -0.021885421127080917, -0.12115032970905304, 0.02010788396000862, 0.17255425453186035, 0.08749033510684967, 0.026468761265277863, -0.028463367372751236, -0.11846643686294556, -0.07225121557712555, -0.03745346516370773, 0.02470988966524601, 0.1813775599002838, -0.07139390707015991, 0.18551595509052277, 0.14274363219738007, -0.054879751056432724, -0.19840270280838013, 0.02148755080997944, 0.04472679644823074, 0.0060237692669034, 0.03174281120300293, -0.20237314701080322, 0.09144619107246399, 0.0006281035020947456, -0.05034751072525978, 0.13383205235004425, -0.18327344954013824, -0.15106844902038574, 0.061150215566158295, 0.04303572699427605, -0.19199669361114502, -0.1237611323595047, -0.08872545510530472, -0.046805474907159805, -0.1568751484155655, 0.1029038056731224, 0.0011325168889015913, 0.007591354660689831, 0.03782656043767929, 0.024313677102327347, 0.012553532607853413, -0.041947584599256516, 0.19289998710155487, -0.02507353574037552, 0.034427378326654434, -0.0793621614575386, -0.06381990760564804, 0.06411149352788925, -0.057697590440511703, 0.0750909373164177, -0.025500034913420677, 0.015388053841888905, -0.10115842521190643, -0.047956179827451706, -0.029484452679753304, 0.01986371912062168, -0.09421123564243317, -0.09366033226251602, -0.04838487133383751, 0.0944879949092865, 0.08926530182361603, -0.037268105894327164, -0.033034052699804306, -0.07874293625354767, 0.04173892363905907, 0.17448031902313232, 0.18235735595226288, 0.045147113502025604, -0.07717937231063843, -0.0013610349269583821, -0.014655699953436852, 0.04845907539129257, -0.22060799598693848, 0.06062275543808937, 0.045259539037942886, 0.01552091259509325, 0.11744016408920288, -0.020618194714188576, -0.1619492471218109, -0.0666290745139122, 0.06087447330355644, -0.06730270385742188, -0.1811886727809906, 0.00352504407055676, 0.0753183513879776, -0.16591353714466095, -0.03711319714784622, 0.04232833534479141, -0.011535273864865303, -0.04050648957490921, 0.013207654468715191, 0.08094717562198639, 0.0073035703971982, 0.07697968184947968, 0.05389590561389923, 0.09186159074306488, -0.10275198519229889, 0.07336891442537308, 0.08092255145311356, -0.08580191433429718, 0.029650582000613213, 0.0956844761967659, -0.0660475566983223, -0.03553546592593193, 0.039692267775535583, 0.08463539928197861, 0.025261107832193375, -0.04666709899902344, 0.003693421371281147, -0.09922701120376587, 0.05857077240943909, 0.11215036362409592, 0.035282451659440994, 0.011146705597639084, 0.03799959644675255, 0.04474346339702606, -0.07786709815263748, 0.11944296956062317, 0.024733934551477432, 0.020655835047364235, -0.04009570553898811, -0.040743377059698105, 0.03469119220972061, -0.027051862329244614, -0.011984582990407944, -0.035381630063056946, -0.07329677045345306, -0.014250458218157291, -0.16089624166488647, -0.006425157655030489, -0.039050452411174774, 0.006492188666015863, 0.0227071400731802, -0.03757927939295769, 0.008156952448189259, 0.012379756197333336, -0.06891508400440216, -0.05483170598745346, -0.0225595161318779, 0.09499263763427734, -0.16361327469348907, 0.02182857319712639, 0.08322018384933472, -0.12078364938497543, 0.09284685552120209, 0.016550488770008087, 0.002410374814644456, 0.028476644307374954, -0.15792103111743927, 0.04754367470741272, -0.020290223881602287, 0.012727295979857445, 0.04053649678826332, -0.2180718630552292, -0.005482743959873915, -0.04065772518515587, -0.055209364742040634, -0.008002875372767448, -0.03194994851946831, -0.11256447434425354, 0.09542836248874664, 0.010766619816422462, -0.0858173593878746, -0.029525602236390114, 0.032997291535139084, 0.07880192995071411, -0.02688010409474373, 0.15163032710552216, -0.004930328112095594, 0.07543973624706268, -0.17439891397953033, -0.02280678227543831, -0.009784235619008541, 0.02145213820040226, -0.02418927662074566, -0.016610441729426384, 0.04521343484520912, -0.027311841025948524, 0.18978725373744965, -0.02763848751783371, 0.047156915068626404, 0.06419318169355392, 0.01327395811676979, -0.016141459345817566, 0.11109550297260284, 0.05755641311407089, 0.024413742125034332, 0.02059282548725605, 0.0006552583072334528, -0.04046328365802765, -0.012729931622743607, -0.18779614567756653, 0.06844497472047806, 0.14769941568374634, 0.09005311876535416, -0.014767808839678764, 0.06981590390205383, -0.09979446232318878, -0.11724765598773956, 0.10648569464683533, -0.06312347948551178, -0.011802246794104576, -0.06541955471038818, 0.14070585370063782, 0.1514706313610077, -0.1892511397600174, 0.06684626638889313, -0.06704412400722504, -0.05669668689370155, -0.11357752978801727, -0.1923627108335495, -0.05791294202208519, -0.05011613294482231, -0.018368201330304146, -0.05373769626021385, 0.06899537891149521, 0.057158127427101135, 0.011277895420789719, 0.008883214555680752, 0.0839093029499054, -0.009658100083470345, 0.001425864058546722, 0.031231271103024483, 0.06669623404741287, 0.016144385561347008, -0.0304893609136343, 0.01806715875864029, -0.003015234600752592, 0.033999331295490265, 0.059489116072654724, 0.036065202206373215, -0.028380198404192924, 0.013694645836949348, -0.03632815182209015, -0.11369726806879044, 0.043240632861852646, -0.028342511504888535, -0.07773103564977646, 0.13286112248897552, 0.026473212987184525, 0.005609886720776558, -0.022322779521346092, 0.2495104819536209, -0.07400858402252197, -0.09536818414926529, -0.1448878049850464, 0.11703428626060486, -0.04134928435087204, 0.06479805707931519, 0.03765689954161644, -0.10748469084501266, 0.018750222399830818, 0.12525403499603271, 0.1550474315881729, -0.04537956044077873, 0.019106155261397362, 0.02858782559633255, 0.004584235139191151, -0.04013598710298538, 0.05142189934849739, 0.06933367252349854, 0.14214643836021423, -0.05173535272479057, 0.08858583122491837, 0.0017827433766797185, -0.10212727636098862, -0.04129546508193016, 0.11294585466384888, -0.012940747663378716, 0.016553698107600212, -0.05866444855928421, 0.1253037303686142, -0.059382375329732895, -0.23649652302265167, 0.061238259077072144, -0.07580125331878662, -0.14206883311271667, -0.02515989914536476, 0.0734870657324791, -0.015550101175904274, 0.026368482038378716, 0.07198820263147354, -0.07507873326539993, 0.18898127973079681, 0.03871531784534454, -0.05198408663272858, -0.05836968496441841, 0.07604995369911194, -0.117560975253582, 0.2752254605293274, 0.01097069587558508, 0.05294901132583618, 0.10413134098052979, -0.02049596607685089, -0.13178466260433197, 0.024117950350046158, 0.09550730884075165, -0.08813395351171494, 0.04131056368350983, 0.21484604477882385, -0.005940921604633331, 0.1187596246600151, 0.07743308693170547, -0.07539036870002747, 0.047102998942136765, -0.1141449362039566, -0.0771128386259079, -0.08687382191419601, 0.09549140185117722, -0.0675748735666275, 0.14216206967830658, 0.12683449685573578, -0.054658904671669006, 0.010759806260466576, -0.02898469939827919, 0.045599378645420074, 0.0063186027109622955, 0.10157246887683868, 0.009957551956176758, -0.18577666580677032, 0.02454824559390545, 0.017152229323983192, 0.10993915796279907, -0.1806284487247467, -0.09123970568180084, 0.04470835253596306, 0.0021878182888031006, -0.06369121372699738, 0.12484876811504364, 0.057084910571575165, 0.04630184918642044, -0.044473882764577866, -0.029204387217760086, -0.0060947248712182045, 0.1420498490333557, -0.10524781048297882, -0.003831128589808941 ]

[ "onnx", "license:apache-2.0", "region:us" ]

[]

[]

[ "# Modelos de detección de objetos e identificadores de dinero para tiendas inteligentes\n\nEste repositorio contiene dos potentes modelos de visión por computadora diseñados específicamente para aplicaciones de tiendas de comestibles. El primer modelo se especializa en la detección de objetos, lo que permite una identificación y ubicación precisas de varios productos dentro del entorno de la tienda. El segundo modelo se centra en el reconocimiento de moneda, lo que facilita procesos de pago fluidos durante el pago. Juntos, forman la base de nuestro sistema de tienda de comestibles inteligente, brindando a los clientes experiencias de compra eficientes y al mismo tiempo reduciendo los costos operativos.\n\n!Mini", "## Descripción general:", "### Modelo detector de objetos", "#### Caracteristicas\n- Detecte artículos comestibles comunes como frutas, verduras, teclado, mouse, libros, cucharas y más.\n- Alta precisión gracias a técnicas avanzadas de aprendizaje profundo.\n- Rendimiento en tiempo real adecuado para la implementación en entornos con recursos limitados, como dispositivos periféricos.\n- Fácil integración utilizando marcos populares de aprendizaje automático como TensorFlow o PyTorch.", "#### Usage Example\n'''python\nimport ShoppingIA as shop", "# Shop\ndef main():\n class_shop = shop.ShopIA()\n cap = class_shop.__int__()\n # Stream\n stream = class_shop.tiendaIA(cap)\n\nif __name__ == \"__main__\":\n main()", "# Clases Billetes:", "# 0 -> 10,000 | 1 -> 20,000 | 2 -> 50,000" ]

[ "TAGS\n#onnx #license-apache-2.0 #region-us \n", "# Modelos de detección de objetos e identificadores de dinero para tiendas inteligentes\n\nEste repositorio contiene dos potentes modelos de visión por computadora diseñados específicamente para aplicaciones de tiendas de comestibles. El primer modelo se especializa en la detección de objetos, lo que permite una identificación y ubicación precisas de varios productos dentro del entorno de la tienda. El segundo modelo se centra en el reconocimiento de moneda, lo que facilita procesos de pago fluidos durante el pago. Juntos, forman la base de nuestro sistema de tienda de comestibles inteligente, brindando a los clientes experiencias de compra eficientes y al mismo tiempo reduciendo los costos operativos.\n\n!Mini", "## Descripción general:", "### Modelo detector de objetos", "#### Caracteristicas\n- Detecte artículos comestibles comunes como frutas, verduras, teclado, mouse, libros, cucharas y más.\n- Alta precisión gracias a técnicas avanzadas de aprendizaje profundo.\n- Rendimiento en tiempo real adecuado para la implementación en entornos con recursos limitados, como dispositivos periféricos.\n- Fácil integración utilizando marcos populares de aprendizaje automático como TensorFlow o PyTorch.", "#### Usage Example\n'''python\nimport ShoppingIA as shop", "# Shop\ndef main():\n class_shop = shop.ShopIA()\n cap = class_shop.__int__()\n # Stream\n stream = class_shop.tiendaIA(cap)\n\nif __name__ == \"__main__\":\n main()", "# Clases Billetes:", "# 0 -> 10,000 | 1 -> 20,000 | 2 -> 50,000" ]

[ 18, 142, 5, 8, 91, 15, 58, 6, 16 ]

[ "passage: TAGS\n#onnx #license-apache-2.0 #region-us \n# Modelos de detección de objetos e identificadores de dinero para tiendas inteligentes\n\nEste repositorio contiene dos potentes modelos de visión por computadora diseñados específicamente para aplicaciones de tiendas de comestibles. El primer modelo se especializa en la detección de objetos, lo que permite una identificación y ubicación precisas de varios productos dentro del entorno de la tienda. El segundo modelo se centra en el reconocimiento de moneda, lo que facilita procesos de pago fluidos durante el pago. Juntos, forman la base de nuestro sistema de tienda de comestibles inteligente, brindando a los clientes experiencias de compra eficientes y al mismo tiempo reduciendo los costos operativos.\n\n!Mini## Descripción general:### Modelo detector de objetos#### Caracteristicas\n- Detecte artículos comestibles comunes como frutas, verduras, teclado, mouse, libros, cucharas y más.\n- Alta precisión gracias a técnicas avanzadas de aprendizaje profundo.\n- Rendimiento en tiempo real adecuado para la implementación en entornos con recursos limitados, como dispositivos periféricos.\n- Fácil integración utilizando marcos populares de aprendizaje automático como TensorFlow o PyTorch.#### Usage Example\n'''python\nimport ShoppingIA as shop# Shop\ndef main():\n class_shop = shop.ShopIA()\n cap = class_shop.__int__()\n # Stream\n stream = class_shop.tiendaIA(cap)\n\nif __name__ == \"__main__\":\n main()# Clases Billetes:# 0 -> 10,000 | 1 -> 20,000 | 2 -> 50,000" ]

[ -0.0057448348961770535, 0.07825722545385361, -0.0102253882214427, 0.05729569494724274, 0.11789053678512573, -0.01705654338002205, 0.05342298746109009, 0.11514133214950562, 0.05455434322357178, 0.07095761597156525, -0.014065074734389782, 0.14898063242435455, 0.0733475312590599, 0.15523847937583923, -0.00180637591984123, -0.16410447657108307, 0.07483021169900894, -0.02033088542521, -0.02276448719203472, 0.11597557365894318, 0.09674973040819168, -0.02557520382106304, 0.08619759231805801, -0.02340375818312168, 0.015350857749581337, -0.04810325428843498, -0.011968315578997135, -0.09029459208250046, 0.07437477260828018, 0.018719548359513283, 0.12374207377433777, -0.04424681141972542, 0.027017837390303612, -0.19125999510288239, 0.011517575941979885, 0.09102073311805725, 0.012934492900967598, 0.011489404365420341, 0.03781001642346382, -0.000019475448425509967, 0.02458060346543789, -0.07866127789020538, 0.16667726635932922, 0.054700493812561035, -0.07261396199464798, -0.08399942517280579, -0.08347156643867493, 0.04211395978927612, 0.03435351327061653, 0.0157167986035347, 0.01811719872057438, 0.13158364593982697, -0.06407833099365234, 0.05203535035252571, 0.028971750289201736, -0.21067391335964203, -0.030073722824454308, 0.04583132639527321, 0.005217607133090496, 0.09707251936197281, 0.025993410497903824, -0.006399567238986492, -0.025576036423444748, 0.0436621755361557, 0.06888597458600998, -0.010384886525571346, 0.007306874729692936, 0.003201617393642664, -0.09482529014348984, -0.09018144011497498, 0.093958280980587, -0.0020167562179267406, -0.016146475449204445, -0.17003560066223145, -0.09336087107658386, -0.048153337091207504, -0.08955216407775879, -0.06433717906475067, 0.06967896968126297, 0.03617704287171364, 0.04422486945986748, -0.027344439178705215, -0.06332922726869583, 0.06243760883808136, -0.005126043222844601, 0.10684682428836823, 0.04443540796637535, 0.039864350110292435, -0.013685530982911587, 0.033947281539440155, -0.02848781831562519, -0.03875948488712311, 0.004991906229406595, -0.03815213590860367, -0.07987707853317261, -0.01780640333890915, 0.03272753581404686, 0.021703355014324188, 0.05569429695606232, 0.08126557618379593, 0.024120938032865524, 0.053298115730285645, -0.01339974906295538, 0.00904877483844757, 0.04555957019329071, 0.16249948740005493, -0.07107347249984741, -0.08756890892982483, -0.017682408913969994, 0.01081946212798357, 0.04181094095110893, -0.010630477219820023, -0.0680731013417244, 0.06292358040809631, 0.007373659405857325, 0.009524190798401833, 0.008993801660835743, 0.032048165798187256, -0.04391514137387276, -0.0689530298113823, 0.023462584242224693, -0.07908594608306885, -0.0018268259009346366, 0.0033747542183846235, -0.06953278928995132, 0.10338610410690308, -0.007904811762273312, 0.032564520835876465, -0.08169638365507126, 0.03350171819329262, -0.020932292565703392, 0.007052064407616854, -0.0744137167930603, -0.05014721304178238, 0.03009801357984543, -0.0646892637014389, -0.008697858080267906, -0.09822994470596313, -0.19277046620845795, -0.038263510912656784, 0.06791283190250397, -0.05546395480632782, -0.08953571319580078, 0.032478343695402145, 0.026743721216917038, -0.03423347696661949, 0.032439716160297394, 0.020566750317811966, -0.046158384531736374, 0.07570668309926987, -0.06895255297422409, 0.004441571421921253, 0.15795883536338806, 0.05195728689432144, -0.10105914622545242, 0.010756365023553371, -0.0763036236166954, 0.10905658453702927, -0.06642580777406693, 0.02660973370075226, -0.1250409632921219, -0.03222210332751274, -0.01604844257235527, 0.01562681794166565, -0.064650759100914, 0.09713317453861237, -0.1605079025030136, -0.02482939139008522, 0.048015814274549484, -0.06251689046621323, 0.021732285618782043, 0.08625251054763794, -0.0596674308180809, 0.12426771223545074, 0.12092588096857071, 0.14440087974071503, 0.09447313100099564, -0.04897087812423706, 0.03238751366734505, 0.02405204251408577, -0.08798278868198395, 0.051636140793561935, 0.06710265576839447, 0.018270006403326988, -0.06750629097223282, 0.04647966846823692, -0.0876019150018692, -0.023193616420030594, 0.009909124113619328, -0.03567247465252876, -0.025582658126950264, -0.08046536147594452, 0.05920536816120148, -0.01646166667342186, -0.014462093822658062, -0.012207222171127796, -0.07128483057022095, 0.060507193207740784, 0.039000559598207474, -0.009297003969550133, -0.016130797564983368, -0.11396685242652893, 0.11783740669488907, 0.05663865804672241, -0.0031702015548944473, -0.09469357877969742, -0.03283132240176201, 0.09265753626823425, -0.1586838960647583, 0.09397342056035995, -0.0028023149352520704, 0.02506527677178383, 0.010198380798101425, 0.03329329192638397, -0.004129624925553799, -0.057681627571582794, 0.015234293416142464, -0.0280115008354187, -0.08567129820585251, 0.0005730062257498503, -0.031685832887887955, 0.07233864068984985, 0.038351163268089294, 0.024136679247021675, 0.017662644386291504, 0.08814365416765213, 0.03505808860063553, -0.026205122470855713, 0.01914391666650772, -0.04131108149886131, 0.04990367963910103, -0.08156381547451019, 0.03157757967710495, 0.005247385241091251, 0.023001566529273987, 0.10261509567499161, -0.07865095138549805, 0.0931401327252388, 0.07881703227758408, 0.04431236535310745, -0.04362168163061142, 0.013539263978600502, -0.005979663226753473, -0.016453683376312256, -0.12265177816152573, 0.008655511774122715, 0.19713304936885834, 0.05997655168175697, 0.07456282526254654, -0.10481702536344528, -0.0014599269488826394, 0.025461722165346146, 0.0016964174574241042, -0.0024039121344685555, 0.03021451272070408, 0.06278391927480698, -0.11372198909521103, 0.040671393275260925, 0.0914832055568695, 0.10504458099603653, 0.037122420966625214, -0.007091630715876818, 0.024224653840065002, -0.018004557117819786, 0.054766278713941574, -0.03907989338040352, 0.03003598377108574, -0.012466535903513432, 0.06198391690850258, 0.05273706465959549, -0.0272698812186718, 0.04882606118917465, -0.08282605558633804, 0.060549598187208176, 0.0561966709792614, 0.0035156221129000187, 0.19188517332077026, -0.04541770741343498, 0.042516108602285385, 0.058172788470983505, 0.03462902456521988, -0.06065329164266586, 0.020581910386681557, 0.020004814490675926, -0.06224910914897919, 0.08831823617219925, -0.08239397406578064, -0.24680784344673157, -0.08604994416236877, -0.01912063919007778, 0.024361245334148407, -0.011362197808921337, -0.013965776190161705, -0.020889652892947197, -0.092643141746521, -0.08194858580827713, -0.004829507786780596, 0.05422671139240265, -0.09577455371618271, -0.11693320423364639, 0.06309667974710464, -0.05377611145377159, -0.12175586819648743, -0.021628890186548233, 0.009437025524675846, -0.06728590279817581, -0.005259589292109013, -0.004341514781117439, -0.01754888892173767, 0.17595379054546356, 0.011894204653799534, -0.017889924347400665, 0.0065764738246798515, 0.11054626852273941, -0.04560374841094017, 0.07177337259054184, 0.14802449941635132, 0.058372706174850464, 0.054693225771188736, 0.19486242532730103, 0.026632757857441902, -0.05515820533037186, -0.0017065285937860608, 0.030198806896805763, -0.04450833424925804, -0.1879788488149643, -0.13471822440624237, -0.013677850365638733, 0.000023791366402292624, 0.06677952408790588, 0.04378598928451538, -0.014135063625872135, 0.02538788691163063, -0.027833228930830956, 0.07073044776916504, 0.08918898552656174, 0.0356178916990757, 0.1806376576423645, 0.002882830798625946, 0.05789458379149437, -0.009095707908272743, -0.04789375513792038, 0.06285712122917175, 0.06608258187770844, 0.16327199339866638, 0.00508329551666975, 0.07924961298704147, 0.007550491951406002, 0.012503479607403278, 0.05311594530940056, -0.00786722730845213, 0.07764685899019241, 0.09150011837482452, -0.05319906398653984, -0.03826926276087761, -0.08338459581136703, 0.03284944221377373, 0.06120053306221962, -0.11292374134063721, 0.041363026946783066, 0.029088543727993965, 0.07843522727489471, 0.18525730073451996, -0.04283907637000084, -0.1189638152718544, -0.010535775683820248, 0.05348120629787445, -0.09226823598146439, -0.08632741123437881, 0.06393517553806305, -0.047621313482522964, -0.18971571326255798, -0.01826256886124611, -0.02904335968196392, 0.07069159299135208, -0.12956051528453827, 0.014122642576694489, 0.06523400545120239, -0.03846155107021332, 0.041162602603435516, 0.03882594034075737, -0.06569007784128189, 0.04403897374868393, 0.0010770234512165189, 0.0682879239320755, -0.020812910050153732, 0.024103889241814613, 0.013599102385342121, 0.04886515811085701, 0.022717848420143127, 0.038517989218235016, -0.054528411477804184, -0.06816118210554123, -0.09136473387479782, -0.0018661029171198606, -0.028149090707302094, 0.013204218819737434, 0.031244467943906784, -0.039920397102832794, -0.0025965881068259478, -0.06868140399456024, -0.08972131460905075, -0.018245065584778786, -0.10322689265012741, 0.02804127149283886, -0.16072185337543488, -0.004716053605079651, -0.05330036208033562, 0.002503298921510577, -0.0909278392791748, 0.1010642871260643, -0.10294536501169205, -0.09268002212047577, -0.08653481304645538, -0.06008080393075943, 0.06170514598488808, 0.0010666840244084597, 0.0794040784239769, -0.02540428377687931, 0.10214054584503174, -0.047788240015506744, -0.04542062431573868, 0.009880933910608292, -0.03332978114485741, -0.09613562375307083, -0.03394361212849617, 0.04056375101208687, -0.01605895347893238, 0.035150252282619476, -0.006577470805495977, 0.025333888828754425, 0.005285399034619331, -0.06097706779837608, -0.06013375148177147, 0.1549830436706543, -0.03821543604135513, 0.1087389662861824, -0.021738730370998383, -0.10607336461544037, -0.10363086313009262, 0.04343613237142563, 0.04270287603139877, 0.05674594268202782, -0.03894209489226341, 0.1412898302078247, 0.0316767692565918, -0.03759751096367836, -0.14295682311058044, -0.05240239202976227, -0.007580029312521219, -0.02527449280023575, 0.057686567306518555, -0.09427798539400101, 0.08294115960597992, 0.011372959241271019, -0.05329843610525131, 0.014914620667696, -0.3060579299926758, -0.10867632180452347, 0.05113311484456062, 0.04470490664243698, 0.01731080375611782, -0.03627762943506241, -0.020806431770324707, 0.02473524771630764, -0.1097126305103302, 0.12837930023670197, -0.0589120127260685, 0.056607186794281006, 0.031296875327825546, 0.1066407859325409, 0.06125544756650925, -0.022276796400547028, 0.09161093086004257, -0.08052603155374527, 0.04313218221068382, -0.02987024001777172, -0.033210158348083496, -0.0014665895141661167, -0.028481092303991318, 0.06812620908021927, 0.037793632596731186, 0.02604190818965435, -0.11200910806655884, -0.029930543154478073, 0.02547580748796463, 0.07979422807693481, -0.0536251924932003, -0.04468753561377525, -0.09926549345254898, 0.08029722422361374, 0.09506873041391373, 0.02111375890672207, 0.024203145876526833, 0.01596783846616745, -0.050716135650873184, 0.17520743608474731, 0.015254286117851734, 0.02942011132836342, -0.18389783799648285, -0.0794200673699379, -0.018781838938593864, 0.03434355556964874, -0.12699788808822632, 0.015390299260616302, 0.058002520352602005, -0.014127770438790321, 0.06074947491288185, -0.032351668924093246, -0.07118701934814453, -0.06437189877033234, -0.01712021604180336, -0.008170364424586296, -0.15033546090126038, 0.005641560070216656, 0.15522274374961853, 0.003181263105943799, -0.1454354077577591, 0.12330891191959381, -0.04848244786262512, -0.0653727725148201, 0.005182499065995216, 0.08923017978668213, 0.04332955926656723, 0.06818900257349014, -0.015088600106537342, 0.023074407130479813, -0.10482022911310196, 0.09654545038938522, 0.1434103101491928, -0.1420043259859085, 0.0023487184662371874, 0.0594518668949604, -0.11085725575685501, -0.06525565683841705, 0.1543927788734436, 0.0898335799574852, -0.009590980596840382, -0.0357431024312973, 0.009811843745410442, -0.09887631982564926, 0.03937806561589241, 0.05170782282948494, 0.06015348806977272, 0.05841073393821716, -0.056279152631759644, -0.060783784836530685, 0.012055988423526287, 0.08191155642271042, 0.09607112407684326, -0.015081128105521202, -0.07263380289077759, -0.008142250590026379, 0.07333121448755264, 0.014349204488098621, -0.03262817859649658, -0.03742999583482742, -0.04221011698246002, -0.028420740738511086, -0.071355901658535, 0.11488178372383118, 0.0071431794203817844, 0.0331580676138401, -0.01797419600188732, 0.045123785734176636, -0.04642152413725853, 0.030681494623422623, -0.03913497179746628, -0.0075765615329146385, -0.05019770562648773, 0.057835571467876434, -0.06818590313196182, -0.016590029001235962, 0.11605881154537201, -0.05187593027949333, 0.050128139555454254, 0.006208301056176424, -0.03982854634523392, 0.0006077437428757548, -0.0037210972514003515, -0.0025964004453271627, -0.02818426862359047, 0.05988522619009018, -0.0044967359863221645, -0.11109866201877594, 0.05805843695998192, -0.04265919327735901, -0.039635464549064636, -0.01506505161523819, 0.15604948997497559, -0.12948265671730042, 0.06270429491996765, -0.01634732261300087, -0.06203031912446022, -0.05068985000252724, 0.015348515473306179, 0.027289535850286484, 0.02450530044734478, 0.10114620625972748, -0.03455531969666481, 0.03583661466836929, -0.04806479811668396, -0.051675934344530106, -0.013158218935132027, -0.04302715137600899, -0.10744281113147736, -0.02170238271355629, 0.003392667742446065, 0.01136146392673254, 0.228753462433815, 0.12198369204998016, 0.02565154619514942, 0.06699356436729431, 0.022929474711418152, -0.01074341032654047, 0.04907235503196716, -0.015202493406832218, -0.03854494169354439, 0.05565796047449112, -0.008122644387185574, -0.08317972719669342, -0.033592283725738525, -0.12676721811294556, -0.0014546462334692478, 0.22089791297912598, 0.026304097846150398, 0.03278364613652229, -0.014303312636911869, 0.010214707814157009, -0.09653660655021667, 0.09510350972414017, -0.056045304983854294, 0.04306624084711075, -0.07451163977384567, 0.08148467540740967, 0.10288818925619125, -0.1524493396282196, 0.12646770477294922, -0.0006774744251742959, -0.03678310289978981, -0.06893467158079147, -0.10761711746454239, -0.061604201793670654, -0.08769551664590836, 0.008616828359663486, -0.03756772726774216, -0.003055182984098792, 0.04446282237768173, -0.016143547371029854, -0.022406842559576035, 0.018925901502370834, -0.16463659703731537, -0.027832454070448875, 0.045704975724220276, 0.041454292833805084, 0.027139149606227875, 0.01861032284796238, -0.06699288636445999, -0.0936271920800209, 0.041739530861377716, 0.037612367421388626, 0.028236404061317444, 0.04773106798529625, -0.013210475444793701, -0.04298173263669014, 0.0030732627492398024, 0.035722941160202026, -0.06928461045026779, -0.0919504389166832, 0.061108771711587906, 0.06556584686040878, -0.055146943777799606, -0.01684613712131977, 0.2152392566204071, -0.002917003119364381, -0.1284324824810028, -0.11588399112224579, 0.1282348781824112, 0.020168118178844452, 0.013059122487902641, 0.05089985206723213, -0.01945999450981617, -0.04193402826786041, 0.14455054700374603, 0.12043213844299316, -0.04863999783992767, -0.03151823580265045, 0.03080734796822071, -0.0030881220009177923, 0.02020188979804516, 0.09370691329240799, -0.005653747823089361, 0.1516650766134262, -0.08634533733129501, 0.025686275213956833, -0.003443473717197776, -0.06860467791557312, -0.17636190354824066, 0.030905256047844887, 0.0071089984849095345, -0.025479156523942947, -0.04053080454468727, 0.11412869393825531, -0.0628645122051239, -0.14160938560962677, 0.08376272022724152, -0.055165890604257584, -0.09853176772594452, 0.00041438889456912875, 0.002003548899665475, -0.022793885320425034, 0.06783191859722137, 0.03532269224524498, -0.02622315101325512, 0.0027421009726822376, 0.02166806161403656, -0.1185518130660057, 0.035491716116666794, 0.03936850652098656, -0.04227235168218613, 0.20370836555957794, 0.024382591247558594, 0.050155896693468094, 0.07277289777994156, 0.017348513007164, -0.05104571953415871, 0.036998286843299866, 0.06602802127599716, -0.000820118875708431, -0.0030456811655312777, 0.0455336831510067, 0.00429640244692564, 0.022717131301760674, 0.08971609175205231, -0.08265099674463272, 0.04449450224637985, 0.004035341087728739, 0.03447437658905983, -0.03173189237713814, 0.0240189041942358, -0.10027743130922318, 0.0907226949930191, 0.11870644241571426, 0.010585660114884377, 0.020268971100449562, -0.05663011595606804, 0.04792047291994095, 0.0011173458769917488, 0.03535166382789612, -0.02758823148906231, -0.09805653244256973, -0.013145612552762032, -0.0922766774892807, 0.053179990500211716, -0.049269527196884155, -0.08857665956020355, -0.028110256418585777, 0.01756756193935871, -0.05202723667025566, 0.14511801302433014, 0.07635588943958282, -0.027351604774594307, -0.025750666856765747, -0.0705365464091301, -0.015882045030593872, 0.11359162628650665, -0.07357515394687653, -0.027487797662615776 ]

[ "sample-factory", "tensorboard", "deep-reinforcement-learning", "reinforcement-learning", "model-index", "region:us" ]

[]

[]

[ "## Downloading the model\n\nAfter installing Sample-Factory, download the model with:", "## Using the model\n\nTo run the model after download, use the 'enjoy' script corresponding to this environment:\n\n\n\nYou can also upload models to the Hugging Face Hub using the same script with the '--push_to_hub' flag.\nSee URL for more details", "## Training with this model\n\nTo continue training with this model, use the 'train' script corresponding to this environment:\n\n\nNote, you may have to adjust '--train_for_env_steps' to a suitably high number as the experiment will resume at the number of steps it concluded at." ]

[ "TAGS\n#sample-factory #tensorboard #deep-reinforcement-learning #reinforcement-learning #model-index #region-us \n", "## Downloading the model\n\nAfter installing Sample-Factory, download the model with:", "## Using the model\n\nTo run the model after download, use the 'enjoy' script corresponding to this environment:\n\n\n\nYou can also upload models to the Hugging Face Hub using the same script with the '--push_to_hub' flag.\nSee URL for more details", "## Training with this model\n\nTo continue training with this model, use the 'train' script corresponding to this environment:\n\n\nNote, you may have to adjust '--train_for_env_steps' to a suitably high number as the experiment will resume at the number of steps it concluded at." ]

[ 34, 19, 59, 67 ]

[ "passage: TAGS\n#sample-factory #tensorboard #deep-reinforcement-learning #reinforcement-learning #model-index #region-us \n## Downloading the model\n\nAfter installing Sample-Factory, download the model with:## Using the model\n\nTo run the model after download, use the 'enjoy' script corresponding to this environment:\n\n\n\nYou can also upload models to the Hugging Face Hub using the same script with the '--push_to_hub' flag.\nSee URL for more details## Training with this model\n\nTo continue training with this model, use the 'train' script corresponding to this environment:\n\n\nNote, you may have to adjust '--train_for_env_steps' to a suitably high number as the experiment will resume at the number of steps it concluded at." ]

[ -0.162887305021286, -0.07949446886777878, 0.0013769814977422357, 0.0244897473603487, 0.13643795251846313, 0.08826540410518646, 0.13243556022644043, 0.07938782125711441, 0.19449298083782196, 0.07451266050338745, 0.12160012871026993, 0.06742649525403976, 0.02505551464855671, 0.31084391474723816, 0.08655242621898651, -0.18235880136489868, 0.031082456931471825, -0.06436605006456375, -0.02882574498653412, 0.05590416118502617, 0.050910040736198425, -0.06422623991966248, 0.11641133576631546, -0.05714287608861923, -0.15497641265392303, 0.08288847655057907, 0.008126083761453629, 0.03596968948841095, 0.12199652194976807, -0.007729834411293268, 0.06358569860458374, 0.02508161962032318, 0.09885215014219284, -0.08979995548725128, 0.05817115306854248, 0.037268251180648804, -0.005583701189607382, 0.0697544738650322, -0.02916712686419487, 0.01197513286024332, 0.20552261173725128, 0.051445573568344116, -0.014811687171459198, 0.0707944929599762, -0.04854035750031471, 0.005004523321986198, 0.024828260764479637, 0.08118943125009537, 0.1108563020825386, -0.013300174847245216, -0.015604399144649506, 0.2098497599363327, -0.045419543981552124, 0.030687451362609863, 0.1803472340106964, -0.13901305198669434, -0.00587898213416338, 0.3598267436027527, 0.13591337203979492, 0.07389762997627258, -0.05572221428155899, 0.065569669008255, 0.12957775592803955, -0.013377981260418892, -0.022062024101614952, -0.037468962371349335, 0.01014290377497673, 0.02470328100025654, -0.08271043002605438, -0.03898613899946213, 0.18779566884040833, 0.027798498049378395, -0.0647122785449028, -0.11388745903968811, -0.08383605629205704, -0.01143614575266838, -0.08729266375303268, -0.06047317758202553, 0.061255209147930145, 0.06450130045413971, -0.05541218817234039, -0.16354843974113464, -0.08759765326976776, -0.14808951318264008, 0.09711641818284988, -0.018818290904164314, 0.020023507997393608, 0.039053402841091156, -0.13240769505500793, 0.13932685554027557, -0.12239529192447662, -0.005040881223976612, -0.00391974626109004, -0.10012788325548172, -0.0298643596470356, -0.02757178619503975, -0.06954579800367355, -0.08072661608457565, 0.06621979922056198, 0.1397300660610199, 0.1075919046998024, 0.04457515478134155, -0.016096504405140877, 0.0929836705327034, 0.0659836158156395, 0.015487046912312508, -0.046446919441223145, -0.03190334141254425, 0.06750229746103287, 0.09463070333003998, -0.0025161339435726404, -0.04405781999230385, -0.12502750754356384, 0.004669501446187496, -0.05889439582824707, 0.07438734918832779, -0.01944235898554325, 0.09347380697727203, 0.0012449703644961119, -0.0658751055598259, 0.09675891697406769, -0.056166794151067734, -0.015024078078567982, 0.05717969685792923, -0.09829384088516235, -0.044000294059515, 0.02636338584125042, -0.018662840127944946, 0.02191256918013096, -0.08697114139795303, -0.1281215101480484, -0.0406981036067009, -0.15496762096881866, -0.0733695924282074, 0.020342092961072922, -0.10162562131881714, 0.040819648653268814, -0.08701786398887634, -0.27291807532310486, -0.016108427196741104, 0.05915366858243942, 0.0003154690202791244, 0.03663148358464241, -0.06209208071231842, 0.0267410296946764, -0.030988745391368866, -0.013702943921089172, 0.12538094818592072, -0.04706621542572975, 0.005733184050768614, 0.02853262610733509, 0.09092917293310165, 0.029396481812000275, -0.011824010871350765, -0.09237373620271683, 0.03002769686281681, -0.1866937130689621, 0.0038047281559556723, -0.051012441515922546, 0.14028684794902802, -0.07785230129957199, -0.0034444157499819994, -0.07691079378128052, 0.06912831217050552, 0.052552226930856705, 0.21963854134082794, -0.22059281170368195, -0.09743031859397888, 0.1902308464050293, -0.09678838402032852, -0.1949385702610016, 0.06732125580310822, -0.03079940192401409, 0.20069970190525055, 0.02597416751086712, 0.1891578733921051, 0.00020795770979020745, -0.25584760308265686, 0.035303130745887756, 0.07686726003885269, -0.2078019231557846, -0.11653494834899902, 0.00783967413008213, 0.04216665402054787, -0.050144799053668976, 0.023388857021927834, -0.07392873615026474, 0.1217033788561821, -0.023950038477778435, -0.021695949137210846, -0.009935722686350346, -0.06940963864326477, -0.039610356092453, 0.012346661649644375, 0.06086154654622078, -0.02202412113547325, -0.025860905647277832, -0.05173748731613159, 0.16720648109912872, -0.0795547217130661, 0.011736705899238586, -0.11241740733385086, 0.1497063785791397, 0.007124151568859816, 0.025635361671447754, -0.0980280190706253, -0.014672551304101944, 0.044151511043310165, 0.08621654659509659, 0.011970171704888344, 0.1326037049293518, 0.06774137914180756, 0.01454958226531744, 0.042493220418691635, -0.004039871972054243, -0.0012205307139083743, -0.10230473428964615, -0.05593033879995346, -0.11311958730220795, -0.11286478489637375, -0.09429361671209335, 0.08868816494941711, -0.20066434144973755, 0.05826579034328461, -0.15120604634284973, 0.047645486891269684, 0.038803353905677795, -0.07772190868854523, 0.05121537670493126, -0.08661998063325882, -0.021283775568008423, -0.08784573525190353, 0.0805407464504242, -0.014386715367436409, -0.08415807038545609, 0.006313080433756113, -0.09094364196062088, -0.08295580744743347, 0.09175937622785568, 0.013830476440489292, 0.0026490744203329086, -0.1170414388179779, -0.04695970565080643, 0.001149212708696723, 0.03873389959335327, -0.0591595321893692, 0.08649469166994095, 0.06776818633079529, 0.09646541625261307, -0.09070473909378052, 0.03797374665737152, -0.020416714251041412, -0.06236580014228821, -0.045745182782411575, 0.014070805162191391, 0.1767948418855667, -0.022993814200162888, -0.01734299771487713, -0.005982444155961275, -0.048861317336559296, 0.20095843076705933, -0.018403954803943634, -0.11935548484325409, 0.0030399553943425417, -0.01395543571561575, -0.017944620922207832, 0.11660698801279068, -0.13726668059825897, -0.05182260647416115, 0.030854813754558563, -0.06529976427555084, 0.10216285288333893, -0.08242622762918472, -0.0392029769718647, -0.05685178562998772, -0.043409593403339386, 0.046979792416095734, 0.12330524623394012, -0.07290767133235931, -0.009151018224656582, -0.047789376229047775, -0.03510203957557678, -0.025379952043294907, -0.05724980682134628, -0.11478709429502487, 0.1582695096731186, 0.002751561114564538, -0.09990474581718445, -0.17415542900562286, -0.08029486984014511, -0.03834356367588043, 0.05337152257561684, -0.034037429839372635, -0.04430336132645607, -0.01500723510980606, -0.07299388945102692, 0.1465158462524414, 0.063304103910923, -0.0472191721200943, -0.01852818764746189, 0.08560720086097717, 0.04456184431910515, -0.15394946932792664, 0.007078593596816063, -0.08948076516389847, -0.08794131129980087, 0.03091353550553322, -0.08061819523572922, 0.012820594012737274, 0.11341627687215805, 0.03525753691792488, 0.02826494723558426, 0.01035099383443594, 0.23537762463092804, -0.0369284451007843, -0.01093987375497818, 0.19019025564193726, 0.0682438537478447, 0.020443644374608994, 0.055847786366939545, 0.027420951053500175, -0.15370461344718933, 0.10424364358186722, 0.012530675157904625, -0.044538769870996475, -0.10689681768417358, -0.04666181653738022, -0.03360101953148842, 0.09803235530853271, 0.12185155600309372, 0.03158954530954361, 0.025155838578939438, 0.096546471118927, 0.02187134325504303, -0.0098390718922019, -0.11183010786771774, 0.05996714532375336, -0.1770814210176468, -0.043808963149785995, 0.00898060668259859, -0.028755301609635353, 0.00010461114288773388, 0.0659034252166748, 0.026660064235329628, 0.12833580374717712, 0.0295290257781744, 0.06181740015745163, 0.0663255974650383, 0.10200989991426468, 0.01538698747754097, 0.1999037265777588, -0.06215142831206322, -0.1075027585029602, -0.03758005052804947, -0.04118350148200989, -0.11916319280862808, 0.12439136207103729, 0.1381523460149765, -0.030515994876623154, -0.06625506281852722, 0.07200724631547928, 0.014589293859899044, 0.08729344606399536, 0.08250882476568222, -0.29115065932273865, -0.034177567809820175, 0.031450141221284866, 0.01114452164620161, -0.04308335855603218, 0.010566305369138718, 0.10542299598455429, -0.07616783678531647, -0.09982791543006897, -0.03972722589969635, 0.1055394783616066, 0.08046542853116989, 0.03702867403626442, -0.10841067880392075, 0.20128826797008514, -0.01744360849261284, 0.07004447281360626, -0.07662706822156906, 0.1728198230266571, 0.018701205030083656, 0.05943213775753975, -0.07497778534889221, -0.009592941962182522, 0.1228223443031311, 0.03374773636460304, 0.09092900156974792, -0.0056656887754797935, -0.09995020180940628, -0.13336431980133057, -0.1216202825307846, 0.024986369535326958, -0.000090524394181557, -0.08169890940189362, 0.03341596573591232, -0.016717763617634773, 0.017487963661551476, -0.0027857583481818438, 0.23440547287464142, -0.18267135322093964, 0.012482558377087116, -0.054521817713975906, 0.02707577496767044, -0.04300008341670036, -0.0709642544388771, -0.027162717655301094, 0.060507629066705704, 0.09744840115308762, 0.07921962440013885, 0.030401866883039474, -0.07419665157794952, 0.1431404948234558, 0.06514685600996017, -0.058246973901987076, -0.01524845976382494, 0.01951364241540432, 0.1256532073020935, -0.07438289374113083, -0.10393836349248886, 0.10585980117321014, -0.11736445128917694, 0.008749126456677914, -0.05019083246588707, 0.04299405962228775, 0.02305823378264904, 0.011290842667222023, 0.007447924464941025, -0.04279239848256111, 0.0015383695717900991, -0.06904047727584839, 0.0778660774230957, 0.020559091120958328, -0.0047941361553967, -0.0006717707728967071, -0.16239388287067413, 0.08390985429286957, -0.04138755425810814, 0.052877847105264664, 0.1489589661359787, 0.27864590287208557, -0.02386910282075405, 0.030926240608096123, 0.1617380678653717, -0.01897917501628399, -0.2491649091243744, 0.04654841497540474, 0.014908025041222572, 0.10310175269842148, 0.04640066251158714, -0.19236695766448975, 0.11111847311258316, 0.009474517777562141, -0.02225719392299652, 0.009804603643715382, -0.24880149960517883, -0.13740544021129608, 0.17525193095207214, 0.06902051717042923, 0.15983323752880096, -0.03665107116103172, -0.013587141409516335, -0.061109546571969986, -0.03419603407382965, -0.026354335248470306, -0.12708203494548798, 0.12749767303466797, -0.017607107758522034, 0.047745801508426666, 0.027817612513899803, -0.07676684111356735, 0.12058744579553604, -0.017944786697626114, 0.13344953954219818, -0.017018258571624756, -0.031023232266306877, 0.042466819286346436, -0.09033756703138351, 0.1662607043981552, -0.10233280807733536, 0.057950668036937714, -0.11091876775026321, -0.03109682910144329, -0.015322481282055378, 0.15654151141643524, 0.005544521380215883, -0.0855189636349678, -0.041066281497478485, 0.04975702613592148, -0.05784251168370247, 0.05022609233856201, -0.0021613158751279116, -0.03506873920559883, 0.022246064618229866, 0.08415499329566956, 0.040208954364061356, -0.10403558611869812, -0.011038471013307571, 0.03089289739727974, 0.01896476000547409, 0.09993185102939606, -0.20835483074188232, -0.020152123644948006, 0.019231827929615974, -0.015702085569500923, 0.13085414469242096, 0.04400704801082611, -0.08080117404460907, 0.027568496763706207, 0.13726983964443207, -0.061186157166957855, -0.030986590310931206, -0.04847807064652443, -0.016679393127560616, -0.12794725596904755, -0.01594163477420807, 0.057148490101099014, -0.04251079633831978, 0.02512725070118904, -0.03424951806664467, 0.0004248716577421874, -0.10717252641916275, 0.07036283612251282, 0.06859682500362396, 0.0642281174659729, -0.07167360186576843, 0.09394960850477219, -0.07811970263719559, 0.014289900660514832, 0.03734226152300835, 0.045441556721925735, -0.06931920349597931, -0.06820165365934372, -0.05322124809026718, 0.27575042843818665, -0.024388493970036507, -0.02025510184466839, -0.06021025776863098, 0.11942195147275925, -0.057836465537548065, -0.06673881411552429, 0.08716115355491638, -0.007450808770954609, -0.059019722044467926, 0.022327717393636703, -0.0734894648194313, -0.014457973651587963, 0.04693116992712021, 0.016375891864299774, -0.11610891669988632, 0.1136312261223793, 0.031648989766836166, 0.02891513518989086, -0.09186926484107971, -0.0486464723944664, -0.12123195827007294, 0.0032020595390349627, -0.025323880836367607, -0.06051601842045784, -0.07913094758987427, -0.0425749197602272, 0.049642790108919144, 0.018434861674904823, -0.08444267511367798, -0.0022111251018941402, -0.12617166340351105, 0.006370943505316973, 0.006689207162708044, 0.10316617041826248, -0.06351965665817261, 0.04670397937297821, 0.10049878805875778, -0.07692139595746994, 0.09893755614757538, 0.0846271738409996, -0.00729260453954339, 0.08929292112588882, -0.20261284708976746, -0.02319980226457119, 0.047821637243032455, 0.055264540016651154, 0.03154374286532402, 0.06104309484362602, 0.013487739488482475, -0.05460033565759659, 0.04538526386022568, -0.03539090231060982, 0.0028435050044208765, -0.09104080498218536, 0.09713591635227203, 0.009731475263834, -0.009716489352285862, -0.060456521809101105, -0.01384128537029028, 0.01817488856613636, 0.10404353588819504, 0.09692291915416718, -0.07237115502357483, -0.0035003575030714273, -0.11786255985498428, 0.024597108364105225, 0.02565017342567444, 0.010576808825135231, 0.03638135641813278, -0.11692339926958084, 0.03729743883013725, -0.05475534871220589, 0.19700418412685394, 0.019796879962086678, -0.10531783103942871, -0.008661900646984577, 0.07250577956438065, 0.17378750443458557, -0.006129021290689707, 0.21011123061180115, 0.05919691175222397, 0.09556611627340317, 0.0324610099196434, 0.11373614519834518, 0.11542147397994995, 0.004254546947777271, 0.10733281821012497, 0.0500684529542923, -0.04822303727269173, 0.14306919276714325, 0.032827045768499374, -0.017670227214694023, 0.0304852481931448, 0.04704435542225838, -0.03187015652656555, 0.02075354754924774, -0.06440161913633347, 0.11196915805339813, 0.13514995574951172, -0.08471442013978958, -0.0081911850720644, 0.04797748476266861, -0.0438203290104866, -0.1532401293516159, -0.08671712130308151, -0.024648865684866905, -0.2236001342535019, 0.08533021807670593, -0.06946314871311188, -0.13578248023986816, 0.019155733287334442, 0.013867083936929703, -0.028145823627710342, 0.11776147037744522, -0.07801362872123718, -0.03346126526594162, 0.020983682945370674, -0.039618294686079025, -0.09754771739244461, -0.09402462840080261, -0.07874704152345657, 0.03500581532716751, -0.04535633698105812, 0.025271590799093246, -0.05421067774295807, 0.015182215720415115, 0.10334893316030502, -0.04038224741816521, -0.041323766112327576, -0.0359976626932621, -0.035855069756507874, -0.11793428659439087, 0.025968458503484726, 0.044103916734457016, -0.03597194701433182, -0.05585090070962906, 0.17637495696544647, -0.04257858544588089, -0.01666315644979477, -0.1211012676358223, 0.14332374930381775, -0.04330325871706009, 0.03261799365282059, -0.10366860777139664, -0.08559805154800415, -0.10071583092212677, 0.27439257502555847, 0.2784624397754669, -0.14349330961704254, -0.009759977459907532, 0.02939503826200962, 0.004204166121780872, -0.14250165224075317, 0.14376720786094666, 0.01570971868932247, -0.024460898712277412, -0.027595078572630882, 0.026391539722681046, -0.007621914613991976, -0.0827714279294014, -0.03114704228937626, -0.05752136558294296, -0.006779014132916927, -0.05148708075284958, -0.034257955849170685, 0.06298708915710449, -0.12136059254407883, -0.09091135859489441, -0.05560125410556793, -0.0083417734131217, -0.03344108536839485, -0.07473809272050858, -0.019548200070858, 0.07662302255630493, 0.14781777560710907, -0.05502733215689659, 0.06005467101931572, -0.004367031157016754, -0.04969286173582077, -0.13970479369163513, -0.13660922646522522, 0.05449144169688225, -0.129489928483963, 0.26909253001213074, -0.050524767488241196, -0.05207161232829094, 0.041712693870067596, -0.03221052139997482, -0.05838879942893982, 0.020522039383649826, 0.009778409264981747, -0.05078497156500816, -0.029240628704428673, 0.09255361557006836, -0.033305004239082336, 0.009149706922471523, -0.022496739402413368, -0.22135144472122192, 0.0034119023475795984, -0.05107501149177551, 0.028507398441433907, -0.12569822371006012, 0.06501629203557968, -0.09348012506961823, 0.12403472512960434, 0.07595156878232956, -0.01166640967130661, -0.036088403314352036, -0.04733064025640488, 0.1257045865058899, 0.08392459154129028, -0.02910126931965351, -0.0870935395359993, -0.16758979856967926, -0.004611360374838114, -0.0011314527364447713, -0.08687946200370789, -0.23090760409832, -0.008421163074672222, -0.031696807593107224, 0.0109195401892066, -0.00838692206889391, 0.12826944887638092, 0.14749252796173096, 0.05249129980802536, 0.016358694061636925, -0.12719306349754333, 0.041898638010025024, 0.08496948331594467, -0.15762199461460114, -0.1707899123430252 ]

[ "peft", "tensorboard", "safetensors", "generated_from_trainer", "base_model:distilbert-base-uncased", "license:apache-2.0", "region:us" ]

[]

[]

[ "### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 0.001\n* train\\_batch\\_size: 4\n* eval\\_batch\\_size: 4\n* seed: 42\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: linear\n* num\\_epochs: 10", "### Training results", "### Framework versions\n\n\n* PEFT 0.8.2\n* Transformers 4.37.2\n* Pytorch 2.2.0+cpu\n* Datasets 2.17.0\n* Tokenizers 0.15.1" ]

[ "TAGS\n#peft #tensorboard #safetensors #generated_from_trainer #base_model-distilbert-base-uncased #license-apache-2.0 #region-us \n", "### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 0.001\n* train\\_batch\\_size: 4\n* eval\\_batch\\_size: 4\n* seed: 42\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: linear\n* num\\_epochs: 10", "### Training results", "### Framework versions\n\n\n* PEFT 0.8.2\n* Transformers 4.37.2\n* Pytorch 2.2.0+cpu\n* Datasets 2.17.0\n* Tokenizers 0.15.1" ]

[ 47, 97, 4, 39 ]

[ "passage: TAGS\n#peft #tensorboard #safetensors #generated_from_trainer #base_model-distilbert-base-uncased #license-apache-2.0 #region-us \n### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 0.001\n* train\\_batch\\_size: 4\n* eval\\_batch\\_size: 4\n* seed: 42\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: linear\n* num\\_epochs: 10### Training results### Framework versions\n\n\n* PEFT 0.8.2\n* Transformers 4.37.2\n* Pytorch 2.2.0+cpu\n* Datasets 2.17.0\n* Tokenizers 0.15.1" ]

[ -0.11198865622282028, 0.06731783598661423, -0.0013814229751005769, 0.11806368082761765, 0.15844933688640594, 0.0067738560028374195, 0.13132424652576447, 0.09533540904521942, -0.08642196655273438, 0.05863301828503609, 0.11692756414413452, 0.1335834413766861, 0.025179512798786163, 0.11561086773872375, -0.054774779826402664, -0.20488010346889496, 0.012883239425718784, 0.009395047090947628, -0.039906349033117294, 0.11379335075616837, 0.07528101652860641, -0.13529419898986816, 0.06527110934257507, -0.025279246270656586, -0.20122630894184113, 0.026511656120419502, 0.020020494237542152, -0.029969587922096252, 0.11557181179523468, 0.00000788910074334126, 0.14602670073509216, -0.0062429350800812244, 0.10963503271341324, -0.18986961245536804, 0.012943686917424202, 0.09769628196954727, 0.00875684805214405, 0.08112990856170654, 0.07579515129327774, 0.016141381114721298, 0.08663590997457504, -0.09566590934991837, 0.05652393028140068, 0.02146146632730961, -0.1241348534822464, -0.24755223095417023, -0.1104351356625557, 0.0329631082713604, 0.08981049060821533, 0.07902000844478607, -0.0075706602074205875, 0.17983417212963104, -0.060457758605480194, 0.07528315484523773, 0.25122708082199097, -0.30646267533302307, -0.08718588203191757, 0.05960443615913391, 0.010962989181280136, 0.12371664494276047, -0.10742504149675369, -0.033680375665426254, 0.08167623728513718, 0.04809080436825752, 0.10857371240854263, -0.02058045193552971, -0.1007252112030983, 0.008428128436207771, -0.15761524438858032, 0.009500356391072273, 0.10378191620111465, 0.04768190532922745, -0.04521163925528526, -0.00425365986302495, -0.08705528825521469, -0.15216678380966187, -0.04731957986950874, -0.032356008887290955, 0.062362827360630035, -0.03344667702913284, -0.02180713601410389, -0.017343811690807343, -0.08530787378549576, -0.08931011706590652, -0.044222936034202576, 0.1561165750026703, 0.06233743205666542, 0.02986273169517517, -0.009483451023697853, 0.10996352136135101, -0.027147429063916206, -0.11751837283372879, 0.029390716925263405, 0.015666626393795013, 0.006576133891940117, -0.049836885184049606, -0.052230577915906906, -0.05327995866537094, 0.028975145891308784, 0.12320888042449951, -0.13334189355373383, 0.058560024946928024, 0.0179026760160923, 0.05204630643129349, -0.12084825336933136, 0.10544149577617645, -0.07171386480331421, 0.0076593030244112015, 0.03013492561876774, 0.08417276293039322, 0.048879224807024, 0.010052425786852837, -0.08471713960170746, 0.042908843606710434, 0.0948571264743805, 0.015336720272898674, -0.06895752251148224, 0.032361339777708054, -0.05316663533449173, 0.00008332839934155345, 0.02127149887382984, -0.10440488159656525, 0.04201548546552658, 0.007048564497381449, -0.06455098092556, -0.02398722432553768, 0.029115987941622734, 0.019742615520954132, -0.002501176903024316, 0.09732849895954132, -0.0851481482386589, 0.050953127443790436, -0.11342848837375641, -0.10694786161184311, 0.01087321899831295, -0.0412350594997406, 0.007368961814790964, -0.09078642725944519, -0.16190911829471588, -0.022884055972099304, 0.06262963265180588, -0.04297293350100517, -0.013171454891562462, -0.03662806376814842, -0.09065032750368118, -0.01184870582073927, -0.022648826241493225, 0.110343798995018, -0.06443782895803452, 0.10219886898994446, 0.02052936516702175, 0.05651906877756119, -0.08802027255296707, 0.024495122954249382, -0.09139679372310638, 0.022058192640542984, -0.2184697538614273, -0.002898290753364563, -0.08178438991308212, 0.06022549048066139, -0.07856381684541702, -0.07665448635816574, -0.031230373308062553, 0.0005501675768755376, 0.10851025581359863, 0.10396095365285873, -0.19361981749534607, -0.03704570233821869, 0.17201317846775055, -0.08920586854219437, -0.1262568086385727, 0.1090678796172142, -0.03728768602013588, 0.04099229723215103, 0.0660952627658844, 0.1842162311077118, 0.01413246151059866, -0.12558093667030334, 0.01718197390437126, -0.018955927342176437, 0.08997002989053726, -0.06414162367582321, 0.05437833443284035, -0.037045594304800034, -0.019228776916861534, 0.019326623529195786, -0.0631505623459816, 0.0392896942794323, -0.09906438738107681, -0.078944630920887, -0.06374295055866241, -0.11501552164554596, 0.0251536313444376, 0.06624558568000793, 0.06756957620382309, -0.11680905520915985, -0.06877899169921875, 0.10880734026432037, 0.08030486106872559, -0.058730680495500565, 0.030561281368136406, -0.03614761307835579, 0.08264177292585373, -0.07368259131908417, -0.03166600316762924, -0.1631205976009369, -0.0494968481361866, 0.012127530761063099, -0.02777024917304516, 0.00327577767893672, -0.014866228215396404, 0.08133077621459961, 0.08756720274686813, -0.06271415948867798, -0.012130818329751492, -0.041430022567510605, 0.009916068986058235, -0.14575637876987457, -0.21724405884742737, -0.011037375777959824, -0.020829878747463226, 0.08977895975112915, -0.21960029006004333, 0.04111294448375702, -0.05085410177707672, 0.09111771732568741, 0.02458147332072258, -0.03542214259505272, -0.04735598340630531, 0.0905977264046669, -0.00905612949281931, -0.07694704085588455, 0.06106806918978691, -0.001686166855506599, -0.04413852468132973, -0.08473916351795197, -0.11969178169965744, 0.1816164255142212, 0.14191459119319916, -0.0672135204076767, -0.08587916940450668, 0.015581849031150341, -0.0589134618639946, -0.025421982631087303, -0.06887788325548172, 0.03921985626220703, 0.1203363686800003, -0.009574489668011665, 0.13261447846889496, -0.10189475864171982, -0.0321430042386055, 0.012701545841991901, -0.0505717433989048, 0.053401216864585876, 0.09740602225065231, 0.14213019609451294, -0.040939170867204666, 0.13855230808258057, 0.17736685276031494, -0.11492006480693817, 0.09858310967683792, -0.05470570549368858, -0.07669497281312943, -0.0065677897073328495, 0.04191390052437782, -0.002402569865807891, 0.16109305620193481, -0.05286354944109917, 0.03474423661828041, -0.005161995999515057, 0.0222601480782032, 0.027067881077528, -0.24526885151863098, -0.045703645795583725, -0.004303879104554653, -0.05221669003367424, 0.0008807425037957728, -0.038645707070827484, -0.0017506525618955493, 0.10939048230648041, -0.033720120787620544, -0.0730087086558342, 0.024885613471269608, 0.011001589708030224, -0.07813001424074173, 0.19693554937839508, -0.10212276875972748, -0.05856596678495407, -0.07751335948705673, 0.003910995554178953, -0.05651203915476799, 0.007287966553121805, 0.0496542751789093, -0.08873262256383896, -0.033091820776462555, -0.10694178938865662, -0.027243783697485924, 0.060919538140296936, 0.0195552259683609, 0.020421667024493217, -0.018404372036457062, 0.12263788282871246, -0.10702051222324371, 0.007012947928160429, -0.056503765285015106, -0.07835603505373001, 0.022703811526298523, 0.07718673348426819, 0.11006437242031097, 0.14629137516021729, -0.005286084953695536, -0.007449872326105833, -0.009420040994882584, 0.24816784262657166, -0.052782561630010605, -0.011543392203748226, 0.10240635275840759, 0.001035193563438952, 0.05435940995812416, 0.11278171837329865, 0.0855105072259903, -0.12284576892852783, 0.015063830651342869, 0.056583646684885025, -0.029444223269820213, -0.21931928396224976, -0.03050425462424755, -0.028080642223358154, -0.06181628257036209, 0.07475126534700394, 0.048556212335824966, -0.015681758522987366, 0.06081606447696686, 0.02211165800690651, 0.06434985250234604, -0.04013386368751526, 0.04695788770914078, 0.024921424686908722, 0.04341186210513115, 0.10310360789299011, -0.057027947157621384, -0.036565668880939484, 0.03890860453248024, -0.002926057670265436, 0.21714915335178375, 0.010761815123260021, 0.050577543675899506, 0.07719576358795166, 0.23320256173610687, -0.029453547671437263, 0.0737755075097084, -0.002626144327223301, -0.05434523522853851, -0.0018364951247349381, -0.06216190382838249, -0.006650859490036964, 0.025613194331526756, -0.12481935322284698, 0.0901334211230278, -0.08539058268070221, -0.029687846079468727, 0.07473890483379364, 0.2719455361366272, 0.02854772098362446, -0.30485445261001587, -0.055701371282339096, 0.009023848921060562, -0.000554507365450263, -0.022465379908680916, 0.026620401069521904, 0.14558111131191254, -0.03621114417910576, 0.034826118499040604, -0.07430654019117355, 0.07709062844514847, 0.020455019548535347, 0.03517630696296692, 0.07623738795518875, 0.14086206257343292, -0.01065883319824934, 0.03878979757428169, -0.28976961970329285, 0.25774410367012024, 0.023950301110744476, 0.11615661531686783, -0.030947700142860413, -0.006343487184494734, 0.03368864953517914, 0.06571254134178162, 0.05418110266327858, -0.01261092722415924, -0.03612324967980385, -0.18756233155727386, -0.053433675318956375, 0.05224555358290672, 0.0962412878870964, 0.006977967917919159, 0.07995869219303131, -0.013652944006025791, 0.01828046888113022, 0.0796109065413475, -0.0422142893075943, -0.13690046966075897, -0.05128217488527298, -0.04633253440260887, 0.02954733744263649, -0.08216489106416702, -0.08620578795671463, -0.09948690235614777, -0.16792920231819153, 0.09995724260807037, -0.041639722883701324, -0.027353977784514427, -0.10000966489315033, 0.059346143156290054, 0.06752242147922516, -0.05293609946966171, 0.03548026084899902, 0.022265462204813957, 0.03603338450193405, 0.03271482512354851, -0.05200541019439697, 0.1219690814614296, -0.07044224441051483, -0.1664815992116928, -0.058674585074186325, 0.08157549053430557, 0.04605889692902565, 0.0375257208943367, -0.0215974859893322, 0.011361951939761639, -0.002161308191716671, -0.1042996272444725, 0.015761224552989006, 0.02833196148276329, 0.05512212961912155, 0.016978254541754723, -0.07703359425067902, 0.019036754965782166, -0.05029720813035965, -0.023380577564239502, 0.0988999605178833, 0.29198968410491943, -0.08248928934335709, -0.003535588039085269, 0.04789849370718002, -0.06683653593063354, -0.19847054779529572, 0.07795330882072449, 0.047931525856256485, -0.020484553650021553, 0.08417598158121109, -0.1388997882604599, 0.14162296056747437, 0.14936290681362152, -0.030777914449572563, 0.1482195258140564, -0.3247702121734619, -0.1295824944972992, 0.10491590946912766, 0.19189053773880005, 0.12430163472890854, -0.17745813727378845, -0.03399181738495827, -0.0180213525891304, -0.07258054614067078, 0.08328632265329361, -0.2140960544347763, 0.08679509162902832, -0.0029241209849715233, 0.03915221989154816, -0.005207604728639126, -0.053130052983760834, 0.1537972241640091, -0.012642179615795612, 0.13780029118061066, -0.05226172134280205, 0.04677661135792732, 0.018456919118762016, -0.04154210537672043, 0.025196988135576248, -0.07512759417295456, 0.03926960751414299, -0.02760389819741249, -0.0032994167413562536, -0.07252039015293121, 0.04349248483777046, -0.041409436613321304, -0.05066794529557228, -0.041821327060461044, 0.0181319210678339, 0.026489732787013054, -0.01374346949160099, 0.12484599649906158, 0.02462240494787693, 0.1850847750902176, 0.12513455748558044, 0.02484176494181156, -0.08330182731151581, -0.03335965797305107, 0.007749705575406551, -0.03108425810933113, 0.0687737986445427, -0.16511423885822296, 0.014256072230637074, 0.1141650602221489, 0.00729030929505825, 0.1040416732430458, 0.06498505175113678, -0.06147966906428337, 0.011146648786962032, 0.06185374781489372, -0.16383716464042664, -0.1110747903585434, 0.03217322379350662, -0.02097378671169281, -0.09443437308073044, 0.07935748249292374, 0.08680322766304016, -0.08101467043161392, 0.0006435245159082115, -0.008814336732029915, 0.018872950226068497, -0.07055438309907913, 0.21518158912658691, 0.08418959379196167, 0.029338659718632698, -0.0899830237030983, 0.10676681995391846, 0.03493127226829529, -0.04793781042098999, 0.005808023735880852, 0.05266933888196945, -0.06954465806484222, -0.026121482253074646, 0.13698194921016693, 0.1892685890197754, -0.001599657814949751, -0.057739511132240295, -0.1398562639951706, -0.09782905131578445, 0.039035484194755554, 0.1459265649318695, 0.09261166304349899, -0.01383429765701294, 0.0018762649269774556, 0.020696338266134262, -0.12017085403203964, 0.07882792502641678, 0.025618625804781914, 0.08376643806695938, -0.14624927937984467, 0.12328096479177475, 0.017726121470332146, -0.0008571456419304013, -0.022377246990799904, 0.07736697793006897, -0.11968749761581421, 0.009084166958928108, -0.13316337764263153, -0.03332873061299324, -0.011795151978731155, -0.002488882513716817, 0.00911018904298544, -0.06594277173280716, -0.06952040642499924, 0.03223823010921478, -0.11638493090867996, -0.020571699365973473, 0.05081399902701378, 0.03856901451945305, -0.1334642916917801, -0.018816789612174034, 0.016384156420826912, -0.052288636565208435, 0.03396758437156677, 0.021317405626177788, 0.012618238106369972, 0.08176569640636444, -0.2393406480550766, 0.021195732057094574, 0.0660487562417984, -0.00890427641570568, 0.06572245806455612, -0.03912431374192238, -0.03073025308549404, 0.0046730185858905315, 0.08890129625797272, 0.014326331205666065, 0.08696191012859344, -0.12749049067497253, -0.01407733652740717, -0.04995853826403618, -0.062063172459602356, -0.03419473394751549, 0.005942591466009617, 0.09054705500602722, 0.013433143496513367, 0.18059603869915009, -0.10337934643030167, 0.009252950549125671, -0.21794544160366058, -0.01030008215457201, -0.013742756098508835, -0.0749041736125946, -0.10623863339424133, -0.013913375325500965, 0.06830752640962601, -0.041087232530117035, 0.13478989899158478, 0.010528042912483215, 0.03723306953907013, 0.029122628271579742, -0.05178390070796013, 0.003265592735260725, 0.030773846432566643, 0.23416867852210999, 0.017355123534798622, -0.015896372497081757, 0.01636207476258278, 0.05263380706310272, 0.10159213840961456, 0.06360475718975067, 0.19989889860153198, 0.19077067077159882, -0.059770550578832626, 0.10143641382455826, 0.03473924472928047, -0.08365731686353683, -0.07100781798362732, 0.08329349756240845, -0.03843521326780319, 0.07657675445079803, -0.031873784959316254, 0.20565740764141083, 0.08685144037008286, -0.16579757630825043, 0.012519833631813526, -0.05269065871834755, -0.08715537935495377, -0.12480559945106506, 0.0019007320515811443, -0.07911628484725952, -0.18484711647033691, 0.000022250114852795377, -0.09912955015897751, 0.007523904554545879, 0.1431911587715149, 0.00338959158398211, -0.007530251517891884, 0.2097155898809433, 0.05284740775823593, 0.043321795761585236, 0.032351162284612656, 0.011500300839543343, -0.03891858085989952, -0.09174790978431702, -0.12098775804042816, 0.014476951211690903, -0.03129521757364273, 0.03957172855734825, -0.05458179488778114, -0.06409187614917755, 0.05593772232532501, -0.006571291014552116, -0.0876748189330101, 0.03046969696879387, 0.027164848521351814, 0.039421893656253815, 0.06749880313873291, 0.02888873778283596, 0.007479631807655096, -0.023461200296878815, 0.21458327770233154, -0.07833018898963928, -0.05963103473186493, -0.09909050911664963, 0.2410646677017212, 0.0273277647793293, 0.003995392005890608, 0.0053793638944625854, -0.09925183653831482, 0.025464724749326706, 0.19123119115829468, 0.16664375364780426, -0.12246006727218628, -0.006773896515369415, -0.03660048171877861, -0.017095791175961494, -0.08505953103303909, 0.1345190703868866, 0.1388535052537918, -0.006822786759585142, -0.08614923804998398, -0.025295227766036987, -0.043373435735702515, 0.0009377137757837772, -0.08482158184051514, 0.022502979263663292, 0.0301089845597744, 0.012939861975610256, -0.04996759817004204, 0.07637376338243484, -0.025491103529930115, -0.12190614640712738, 0.08159234374761581, -0.14798186719417572, -0.1625421941280365, -0.011359551921486855, 0.11630930006504059, -0.019041316583752632, 0.04050985351204872, -0.04959842562675476, 0.014008158817887306, 0.08788162469863892, -0.048339247703552246, -0.0426427461206913, -0.13068656623363495, 0.05876161530613899, -0.14322561025619507, 0.24989980459213257, -0.018198441714048386, 0.05367793142795563, 0.1154613196849823, 0.027341708540916443, -0.08536621183156967, 0.10029575973749161, 0.03710789233446121, -0.09815417975187302, 0.002965178806334734, 0.06787402927875519, -0.04223037511110306, 0.07171472162008286, 0.043698977679014206, -0.0948130264878273, 0.0003469818038865924, -0.04974779486656189, -0.0732656791806221, -0.064869225025177, -0.04233759269118309, -0.0778551697731018, 0.12072327733039856, 0.17299304902553558, -0.03395376726984978, 0.04867769032716751, -0.06458458304405212, 0.05214642360806465, 0.038254424929618835, 0.04445647820830345, -0.031452726572752, -0.2485205978155136, 0.060024429112672806, 0.06461969017982483, -0.02693823352456093, -0.23108741641044617, -0.06526938080787659, 0.007686755154281855, -0.0706808790564537, -0.0997873842716217, 0.06859495490789413, 0.0947599783539772, 0.06389130651950836, -0.059101659804582596, -0.1397448182106018, -0.0847572535276413, 0.15978409349918365, -0.10633690655231476, -0.09222409874200821 ]

[ "transformers", "safetensors", "sparsetral", "text-generation", "llama-2", "code", "custom_code", "en", "dataset:jondurbin/airoboros-2.2", "dataset:Open-Orca/OpenOrca", "dataset:garage-bAInd/Open-Platypus", "dataset:WizardLM/WizardLM_evol_instruct_V2_196k", "dataset:TokenBender/python_eval_instruct_51k", "dataset:codefuse-ai/Evol-Instruction-66k", "arxiv:2401.02731", "license:llama2", "model-index", "autotrain_compatible", "endpoints_compatible", "region:us" ]

[ "2401.02731" ]

[ "en" ]

[ "## Alpaca Prompt Format", "## Usage" ]

[ "TAGS\n#transformers #safetensors #sparsetral #text-generation #llama-2 #code #custom_code #en #dataset-jondurbin/airoboros-2.2 #dataset-Open-Orca/OpenOrca #dataset-garage-bAInd/Open-Platypus #dataset-WizardLM/WizardLM_evol_instruct_V2_196k #dataset-TokenBender/python_eval_instruct_51k #dataset-codefuse-ai/Evol-Instruction-66k #arxiv-2401.02731 #license-llama2 #model-index #autotrain_compatible #endpoints_compatible #region-us \n", "## Alpaca Prompt Format", "## Usage" ]

[ 177, 7, 3 ]

[ "passage: TAGS\n#transformers #safetensors #sparsetral #text-generation #llama-2 #code #custom_code #en #dataset-jondurbin/airoboros-2.2 #dataset-Open-Orca/OpenOrca #dataset-garage-bAInd/Open-Platypus #dataset-WizardLM/WizardLM_evol_instruct_V2_196k #dataset-TokenBender/python_eval_instruct_51k #dataset-codefuse-ai/Evol-Instruction-66k #arxiv-2401.02731 #license-llama2 #model-index #autotrain_compatible #endpoints_compatible #region-us \n## Alpaca Prompt Format## Usage" ]

[ -0.14314809441566467, 0.18520806729793549, -0.007934478111565113, 0.12509723007678986, 0.08755415678024292, -0.004132270812988281, 0.14516036212444305, 0.12442997097969055, -0.03441520407795906, 0.06872167438268661, 0.14241208136081696, 0.23087109625339508, 0.04273337125778198, 0.15190856158733368, -0.13929083943367004, -0.07561817020177841, 0.02728825807571411, -0.004232149105519056, 0.006105511914938688, 0.09142271429300308, 0.07469445466995239, -0.044079508632421494, 0.09734705090522766, -0.05401434004306793, -0.027518555521965027, -0.0008773021399974823, 0.032358527183532715, -0.10519644618034363, 0.04148336872458458, 0.07176188379526138, 0.0843859538435936, 0.01718323305249214, -0.001892388449050486, -0.14087055623531342, 0.01766045391559601, 0.04156428948044777, -0.015298706479370594, 0.05784977599978447, 0.06459015607833862, -0.07659109681844711, 0.02447068691253662, -0.1064755991101265, 0.01005540695041418, 0.061566781252622604, -0.12710240483283997, -0.217063769698143, -0.06560824066400528, -0.02587093412876129, 0.04889693856239319, 0.08536016196012497, 0.015742449089884758, 0.16133038699626923, 0.05275799706578255, 0.11271119862794876, 0.1254364550113678, -0.2404102236032486, -0.04591965302824974, 0.033757567405700684, 0.026474250480532646, 0.052394766360521317, -0.05484064295887947, -0.032336559146642685, 0.06560204178094864, 0.00786422286182642, 0.10073834657669067, -0.0676691010594368, -0.1224316954612732, -0.02378927730023861, -0.06303950399160385, -0.04641435667872429, 0.2451912760734558, 0.021743275225162506, -0.04894591495394707, -0.03940480947494507, -0.10743441432714462, -0.0344541110098362, 0.032224349677562714, 0.05584258958697319, 0.01849682815372944, -0.011140239425003529, 0.03137503191828728, -0.0014208555221557617, -0.11971763521432877, -0.02474137954413891, -0.14970147609710693, 0.1789764016866684, -0.010514327324926853, 0.01153545081615448, -0.04761553183197975, 0.023339660838246346, 0.04796897992491722, -0.14238853752613068, -0.05418595299124718, -0.008689140900969505, 0.08039200305938721, 0.003506066044792533, 0.014377147890627384, -0.11071372032165527, 0.11252376437187195, 0.12268971651792526, -0.025377606973052025, 0.0351405031979084, -0.05692139267921448, 0.043373581022024155, -0.005615886766463518, 0.04035070538520813, -0.029533982276916504, -0.0027007050812244415, 0.0933174192905426, 0.03758706897497177, 0.11260751634836197, -0.034992024302482605, -0.0428861640393734, -0.052445873618125916, 0.0004170330648776144, 0.13050800561904907, 0.1037466824054718, 0.0484967976808548, -0.08477213233709335, -0.01564023084938526, 0.11523747444152832, -0.1220855638384819, 0.0401306077837944, 0.04020916298031807, 0.004351672250777483, 0.05605439841747284, 0.07297594100236893, -0.011319984681904316, -0.04316037520766258, 0.015327833592891693, -0.06424389779567719, 0.002161930315196514, -0.018989719450473785, -0.08953575044870377, 0.04785771295428276, -0.054946158081293106, 0.03420902043581009, -0.18282584846019745, -0.18405644595623016, -0.00009686624252935871, 0.05069960281252861, -0.044212471693754196, 0.027618275955319405, -0.03464324772357941, -0.1328912377357483, 0.01110262144356966, -0.03767963871359825, -0.08526799082756042, -0.07134687900543213, 0.08765929192304611, 0.05772710219025612, 0.04838666692376137, -0.081852488219738, 0.017814822494983673, -0.1132669448852539, 0.04966549575328827, -0.05712442472577095, 0.020656628534197807, -0.06265798211097717, 0.06644991040229797, -0.10051581263542175, -0.018511531874537468, 0.03514733910560608, 0.007885501720011234, 0.05855241045355797, 0.19163338840007782, -0.1585555076599121, -0.010185099206864834, 0.1870107799768448, -0.11218962073326111, -0.19852058589458466, 0.10633523017168045, 0.011867973953485489, 0.0050665210001170635, 0.012227839790284634, 0.1280801147222519, 0.0500691682100296, -0.1159653589129448, -0.07262531667947769, 0.013295604847371578, 0.07036951929330826, -0.09097319841384888, 0.12992237508296967, 0.008033804595470428, -0.0017583590233698487, 0.0057264999486505985, -0.0032461138907819986, 0.0018454738892614841, -0.007913856767117977, -0.08395857363939285, -0.07471286505460739, -0.07102645188570023, 0.02002800442278385, -0.015176779590547085, -0.04611213132739067, -0.0561840794980526, -0.05908109247684479, -0.04283834621310234, 0.08888397365808487, -0.08064698427915573, 0.015250373631715775, -0.13357515633106232, 0.11928016692399979, -0.13605940341949463, -0.010168428532779217, -0.092321015894413, -0.02311367355287075, -0.019487136974930763, -0.031177042052149773, -0.03918534889817238, -0.018981561064720154, 0.10164185613393784, 0.049200255423784256, 0.017990075051784515, -0.0708005279302597, 0.07368213683366776, 0.018681643530726433, -0.044599950313568115, -0.16342413425445557, 0.04077402874827385, -0.05874010920524597, 0.12358734756708145, -0.17310358583927155, 0.023446649312973022, 0.06087736412882805, 0.08232679218053818, 0.07013659924268723, -0.006626415997743607, 0.03240217640995979, 0.017515361309051514, -0.08779600262641907, -0.05293569341301918, 0.019252324476838112, 0.025455845519900322, -0.06184662505984306, 0.04591292142868042, -0.1911131888628006, 0.2808222472667694, 0.13417939841747284, 0.020885691046714783, -0.01663930155336857, -0.002142363926395774, 0.00026892186724580824, -0.009510842151939869, 0.0171401035040617, -0.03989024832844734, 0.0011514908401295543, 0.02787555754184723, 0.12137765437364578, -0.08121366053819656, 0.0054597388952970505, 0.038655269891023636, -0.10786405950784683, -0.032721247524023056, 0.11190682649612427, 0.02665117383003235, -0.02950408309698105, 0.1379786878824234, 0.1930457353591919, -0.07705298811197281, 0.10936937481164932, -0.002122855046764016, -0.03149481490254402, -0.057157862931489944, 0.06319128721952438, 0.06795825809240341, 0.026135670021176338, -0.08680310845375061, 0.07342798262834549, 0.057211633771657944, -0.005724356044083834, -0.0017603050218895078, -0.09995723515748978, -0.03834179788827896, 0.04748430475592613, -0.031070353463292122, -0.008549433201551437, 0.013344966806471348, -0.011839709244668484, 0.09220459312200546, -0.04264630004763603, -0.049090687185525894, 0.07261570543050766, 0.015087984502315521, -0.0859362781047821, 0.1875215321779251, -0.10879237204790115, -0.19672012329101562, -0.15814286470413208, -0.05405598506331444, -0.07412508130073547, -0.011261080391705036, 0.09364885091781616, -0.0293221864849329, -0.07207510620355606, -0.13242276012897491, 0.05804440379142761, 0.014376050792634487, -0.028463294729590416, 0.02270653285086155, 0.04553045332431793, 0.04679408669471741, -0.1066976860165596, -0.03324057534337044, 0.05997448042035103, -0.10455621033906937, 0.11397325247526169, -0.004044904839247465, 0.11860320717096329, 0.06112530827522278, 0.02061968296766281, -0.019277460873126984, 0.01773959957063198, 0.13307176530361176, -0.005374709609895945, 0.034161608666181564, 0.20316927134990692, -0.05338984355330467, 0.05450230464339256, 0.1373930424451828, 0.03218051791191101, -0.08851327747106552, -0.030123723670840263, 0.0010036700405180454, -0.009310656227171421, -0.2758842408657074, -0.06454677134752274, -0.07959599047899246, 0.1433430165052414, 0.0640173852443695, 0.04394885525107384, 0.03391466662287712, 0.12163195759057999, 0.0025540452916175127, -0.013279973529279232, -0.04350781440734863, 0.0890055000782013, 0.13914352655410767, 0.018277300521731377, 0.07172920554876328, -0.06978189200162888, -0.012206431478261948, 0.10407669097185135, 0.05381261184811592, 0.08359143882989883, 0.016128504648804665, 0.11172322183847427, 0.02526654489338398, 0.07188091427087784, -0.02362556755542755, 0.08314582705497742, 0.0062764305621385574, -0.01610584929585457, -0.0014465261483564973, -0.09777133911848068, -0.11040670424699783, 0.03634052723646164, -0.12831759452819824, 0.0413498654961586, -0.05672730132937431, 0.04000066593289375, 0.09161132574081421, 0.06617743521928787, 0.09465553611516953, -0.33949288725852966, -0.06017187237739563, 0.05267653241753578, 0.023672036826610565, -0.0830625668168068, 0.04539237543940544, 0.047515302896499634, -0.03860478103160858, 0.07993904501199722, -0.04542170464992523, 0.06891379505395889, -0.14494194090366364, -0.009302623569965363, -0.10982075333595276, 0.09216498583555222, 0.0014238896546885371, 0.07828674465417862, -0.25628426671028137, 0.20624063909053802, 0.017407113686203957, 0.07633677870035172, -0.03745623677968979, 0.03701314330101013, -0.0004128407163079828, 0.0744742676615715, 0.15942718088626862, -0.014133571647107601, 0.020806534215807915, -0.13618557155132294, -0.0993548259139061, 0.05579155310988426, -0.0027530158404260874, -0.019315971061587334, 0.08537418395280838, -0.013793621212244034, -0.020771106705069542, -0.002915461314842105, 0.024429218843579292, -0.03403988108038902, -0.10086699575185776, 0.024082107469439507, 0.1276688426733017, 0.007978313602507114, -0.053385261446237564, -0.022505106404423714, -0.06273768097162247, 0.14181040227413177, -0.15305915474891663, -0.0704043060541153, -0.07568980008363724, -0.07530034333467484, 0.08644124865531921, -0.10310333222150803, 0.035969968885183334, -0.05334782227873802, 0.047818880528211594, 0.01895550638437271, -0.0797073245048523, 0.1116582378745079, -0.12189733237028122, -0.05509032681584358, -0.06123405322432518, 0.036456767469644547, -0.06254678219556808, -0.012174774892628193, 0.0054703629575669765, 0.044324059039354324, -0.05085190013051033, -0.07933742552995682, 0.02573719620704651, 0.08665802329778671, 0.02873235195875168, 0.01657039113342762, -0.043508511036634445, -0.1067868247628212, 0.017250489443540573, -0.03202248737215996, 0.11808112263679504, 0.32370999455451965, -0.034161750227212906, 0.00802613329142332, 0.126385897397995, -0.05948115885257721, -0.2136828899383545, -0.06417646259069443, -0.08114291727542877, 0.011761131696403027, 0.03107406757771969, -0.16502521932125092, 0.1370573788881302, 0.08646905422210693, -0.019390547648072243, 0.05296774581074715, -0.22800223529338837, -0.07921895384788513, 0.12164834886789322, 0.13335157930850983, 0.12752415239810944, -0.18180465698242188, -0.06023331359028816, -0.09287518262863159, -0.18407540023326874, 0.11028400808572769, -0.10024487972259521, 0.09232660382986069, -0.02021489478647709, 0.02834092266857624, 0.03282074257731438, -0.06601482629776001, 0.19286902248859406, -0.07035647332668304, 0.04392727091908455, -0.09807143360376358, -0.005855858791619539, 0.07445871084928513, -0.04720801115036011, 0.0994768738746643, -0.15590544044971466, 0.06565684080123901, -0.1261332631111145, -0.02866734005510807, -0.003541629994288087, 0.06313329935073853, -0.009018278680741787, -0.06268962472677231, 0.030820904299616814, 0.008043956011533737, 0.05222296342253685, 0.0077672079205513, 0.14128290116786957, -0.006188202649354935, 0.08248283714056015, 0.18845446407794952, 0.12289363890886307, -0.0665753185749054, -0.014515100978314877, -0.04681011661887169, -0.053816184401512146, 0.039171252399683, -0.14329852163791656, 0.043986719101667404, 0.1003848984837532, 0.017347872257232666, 0.05425134301185608, 0.025516269728541374, 0.011740478686988354, 0.041727203875780106, 0.0681014135479927, -0.13099555671215057, -0.04280896484851837, 0.03855802118778229, 0.10265401005744934, -0.10831663012504578, 0.07091221958398819, 0.2088695764541626, -0.02295682393014431, 0.004548488184809685, 0.011464136652648449, 0.03724213317036629, -0.02355865202844143, 0.13928280770778656, 0.06853983551263809, 0.03203138709068298, -0.08217232674360275, 0.04900820180773735, 0.021699540317058563, -0.056434515863657, 0.05078393220901489, 0.03790928050875664, -0.07349777221679688, -0.07439816743135452, -0.029315659776329994, 0.15460370481014252, -0.10167761892080307, -0.07378789037466049, -0.0944368839263916, -0.04328496754169464, 0.016785085201263428, 0.08625400811433792, 0.06152544915676117, 0.035590071231126785, -0.0009103966294787824, -0.029391637071967125, -0.07526860386133194, 0.10553129762411118, 0.07041636109352112, 0.0475199818611145, -0.18152622878551483, 0.0399896465241909, -0.058015841990709305, 0.027255048975348473, -0.012964368797838688, 0.04420590028166771, -0.10935434699058533, -0.015557307749986649, -0.1203400269150734, 0.08776476234197617, -0.07159919291734695, 0.024612845852971077, 0.006678587291389704, -0.046012986451387405, -0.0536407046020031, 0.01631268858909607, -0.040476005524396896, -0.008727501146495342, 0.0037209587171673775, 0.04279445484280586, -0.16103743016719818, -0.07697106897830963, 0.0053960904479026794, -0.08739326149225235, 0.08837821334600449, 0.08239182084798813, -0.06273350864648819, -0.035675324499607086, -0.23323483765125275, 0.020382307469844818, 0.07989249378442764, 0.025809848681092262, 0.014986935071647167, -0.08420319110155106, 0.008975832723081112, 0.08428555727005005, -0.032071344554424286, 0.014816376380622387, 0.12126366049051285, -0.1112162247300148, 0.008023488335311413, -0.026393217965960503, -0.08245978504419327, -0.00941749569028616, 0.06075200438499451, 0.09753328561782837, -0.03067133016884327, 0.13900642096996307, -0.04836701229214668, 0.05210088565945625, -0.14554961025714874, -0.000986467581242323, -0.0036509360652416945, -0.11767500638961792, -0.07431621849536896, 0.003754994133487344, 0.05631488934159279, -0.029403381049633026, 0.1022946760058403, 0.02956402115523815, -0.052226897329092026, 0.023867132142186165, -0.03400197997689247, 0.07206132262945175, -0.008485536091029644, 0.17189490795135498, 0.019321268424391747, -0.012515552341938019, -0.037302229553461075, -0.004950833506882191, 0.07388953864574432, 0.06138934567570686, 0.07910272479057312, 0.10408344864845276, -0.005411162972450256, 0.0692017674446106, 0.025786707177758217, -0.037208009511232376, -0.0503261536359787, -0.026125475764274597, -0.02935684658586979, 0.09087315946817398, 0.01778806746006012, 0.052696119993925095, 0.14837823808193207, -0.02865092270076275, -0.004512109328061342, -0.025206759572029114, -0.040895652025938034, -0.13334979116916656, -0.11750508099794388, -0.1266554445028305, -0.08071891218423843, -0.030371064320206642, -0.10279924422502518, -0.01585603505373001, 0.04229266941547394, 0.028486505150794983, -0.005998600739985704, 0.18739943206310272, 0.11613418906927109, -0.017878256738185883, 0.03094404935836792, -0.013327759690582752, -0.01813088357448578, -0.010609802789986134, -0.030189530923962593, 0.03453441336750984, 0.03771867975592613, 0.008376938290894032, 0.09304028749465942, 0.04349597170948982, 0.07819034159183502, -0.1008334681391716, -0.12005909532308578, -0.06299299746751785, 0.04184138402342796, -0.0285231601446867, 0.14178359508514404, 0.05304953455924988, 0.035580191761255264, 0.05166373774409294, 0.1951618641614914, -0.02670581080019474, -0.07100439816713333, -0.1026834025979042, 0.06514051556587219, -0.04375788941979408, 0.04087882116436958, 0.006277833599597216, -0.05587468668818474, 0.03121146373450756, 0.16504225134849548, 0.1440618932247162, -0.06156038120388985, 0.03520968183875084, 0.023865265771746635, 0.012845235876739025, -0.02997717820107937, 0.030337156727910042, 0.043694302439689636, 0.1969624012708664, -0.05249357596039772, -0.007649776991456747, -0.026002349331974983, 0.010704782791435719, -0.05191078782081604, -0.03358612582087517, -0.04208623990416527, -0.021428314968943596, -0.009177113883197308, 0.058020833879709244, -0.08944662660360336, -0.03352252393960953, 0.014130473136901855, -0.13698112964630127, -0.07842589169740677, -0.048113614320755005, 0.1487390697002411, 0.03516583889722824, 0.04276365414261818, -0.04940780997276306, -0.04898702725768089, 0.1241629347205162, -0.022142956033349037, -0.07330679893493652, -0.005960976239293814, -0.0077278222888708115, -0.09988512843847275, 0.183054581284523, -0.015822308138012886, 0.08635061234235764, 0.1278897225856781, -0.007785785477608442, -0.14050249755382538, 0.0570717416703701, 0.07761146873235703, -0.006549902260303497, 0.10323786735534668, -0.025011271238327026, -0.04022897034883499, 0.11949262768030167, 0.08523467183113098, -0.020925134420394897, -0.024107664823532104, 0.18988949060440063, -0.03903310373425484, -0.06370968371629715, 0.03611360490322113, -0.08427552133798599, 0.06791714578866959, 0.06404358893632889, -0.06900174915790558, -0.03219428285956383, -0.0398656502366066, 0.08380065113306046, 0.06113547086715698, -0.0875304713845253, 0.02021152712404728, -0.1782468557357788, -0.009706663899123669, 0.07191842794418335, 0.11517459899187088, -0.2519833445549011, -0.028135085478425026, -0.06809297949075699, -0.03426853194832802, -0.12057781964540482, 0.0031291476916521788, 0.10800433158874512, 0.0076708304695785046, -0.05808327719569206, 0.009651217609643936, -0.002505197888240218, 0.12613429129123688, -0.06836266815662384, -0.10629457235336304 ]

[ "transformers", "safetensors", "mistral", "text-generation", "conversational", "da", "dataset:kobprof/skolegpt-instruct", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "region:us" ]

[]

[ "da" ]

[ "# Munin-7b-alpha instruction fined tuned\nMunin-7b-alpha from Danish Foundation Models fine-tuned by yours truly for 1 epoch on kobprof/skolegpt-instruct using the code from this notebook by The Alexandra Institute\n\n Trained on a single Nvidia RTX A4000 GPU using 13.82 GB GPU memory (87.84%), of which 8.71 GB (55.39%) was used for LoRa.\n \n The model trained for just shy of 4 hours consuming a total of 0.694 KWh (as per estimates produced with CodeCarbon) and emitting approximately 57 gCO2e (average CO2e emissions per KWh during training was 82.5 g as per URL" ]

[ "TAGS\n#transformers #safetensors #mistral #text-generation #conversational #da #dataset-kobprof/skolegpt-instruct #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n", "# Munin-7b-alpha instruction fined tuned\nMunin-7b-alpha from Danish Foundation Models fine-tuned by yours truly for 1 epoch on kobprof/skolegpt-instruct using the code from this notebook by The Alexandra Institute\n\n Trained on a single Nvidia RTX A4000 GPU using 13.82 GB GPU memory (87.84%), of which 8.71 GB (55.39%) was used for LoRa.\n \n The model trained for just shy of 4 hours consuming a total of 0.694 KWh (as per estimates produced with CodeCarbon) and emitting approximately 57 gCO2e (average CO2e emissions per KWh during training was 82.5 g as per URL" ]

[ 68, 159 ]

[ "passage: TAGS\n#transformers #safetensors #mistral #text-generation #conversational #da #dataset-kobprof/skolegpt-instruct #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n# Munin-7b-alpha instruction fined tuned\nMunin-7b-alpha from Danish Foundation Models fine-tuned by yours truly for 1 epoch on kobprof/skolegpt-instruct using the code from this notebook by The Alexandra Institute\n\n Trained on a single Nvidia RTX A4000 GPU using 13.82 GB GPU memory (87.84%), of which 8.71 GB (55.39%) was used for LoRa.\n \n The model trained for just shy of 4 hours consuming a total of 0.694 KWh (as per estimates produced with CodeCarbon) and emitting approximately 57 gCO2e (average CO2e emissions per KWh during training was 82.5 g as per URL" ]

[ -0.1007254496216774, -0.10907246917486191, 0.0022748145274817944, 0.0808807834982872, 0.07551278173923492, 0.023250281810760498, 0.0671011283993721, 0.060129664838314056, 0.052679553627967834, 0.03509024530649185, 0.09126255661249161, -0.005894542671740055, 0.046158403158187866, 0.1308896839618683, 0.03521748259663582, -0.11822164803743362, 0.11444933712482452, -0.032369110733270645, 0.02677047811448574, 0.044793203473091125, 0.054526831954717636, -0.13237746059894562, 0.09745065867900848, 0.015400291420519352, -0.1361713409423828, -0.09596984088420868, 0.037192657589912415, -0.06783301383256912, 0.07958996295928955, 0.0979195237159729, 0.09378151595592499, 0.0435294471681118, 0.10547694563865662, -0.07374657690525055, 0.029912928119301796, 0.07542664557695389, 0.01415176223963499, 0.04211287200450897, -0.057201020419597626, 0.18646374344825745, 0.06483868509531021, 0.029346663504838943, -0.024202965199947357, 0.026978833600878716, -0.04626704007387161, -0.052215564996004105, -0.06092402711510658, -0.04125133901834488, 0.09157510846853256, 0.04972396790981293, -0.0038977719377726316, 0.09967948496341705, -0.15509948134422302, 0.07203856855630875, 0.10276219993829727, -0.14542433619499207, -0.05507802590727806, 0.19195079803466797, -0.06847849488258362, -0.0021531139500439167, -0.12949806451797485, 0.10226956754922867, 0.06162913888692856, -0.02754712477326393, 0.06525375694036484, 0.0013116436311975121, -0.04541041702032089, 0.05355968326330185, -0.058502376079559326, -0.03893709555268288, 0.0816587284207344, 0.09598534554243088, -0.038039740175008774, 0.00029865282704122365, -0.1251610368490219, -0.24470247328281403, -0.032911788672208786, 0.03492487221956253, -0.05883382260799408, -0.03079274669289589, -0.10172425955533981, 0.06193963810801506, -0.07606308907270432, -0.11162373423576355, -0.08871637284755707, 0.09773354232311249, 0.06146803870797157, 0.07252032309770584, 0.08917706459760666, 0.18701185286045074, -0.13763907551765442, -0.06170973554253578, -0.11214863508939743, -0.03786902874708176, -0.08647796511650085, 0.036711614578962326, -0.03498194366693497, -0.009731732308864594, -0.02786102518439293, 0.032721519470214844, 0.01725125126540661, -0.0016783548053354025, 0.1652241200208664, 0.03451633080840111, -0.07722488045692444, 0.05120193958282471, -0.12435301393270493, -0.06629138439893723, 0.06467262655496597, 0.09257593750953674, 0.003558618715032935, -0.049548693001270294, -0.06026673689484596, -0.052807629108428955, 0.03629957512021065, -0.048158470541238785, -0.0864185318350792, 0.07865265756845474, -0.02965662069618702, 0.03580991551280022, 0.09047643840312958, -0.0341784693300724, -0.03186048939824104, 0.0067930277436971664, -0.048522572964429855, 0.0021413008216768503, 0.08265554159879684, -0.012660525739192963, 0.08318506926298141, 0.013646794483065605, -0.08105230331420898, -0.04943520203232765, -0.1475542187690735, -0.05456745997071266, 0.0386384055018425, -0.023647231981158257, 0.013870623894035816, -0.17501036822795868, -0.18129397928714752, 0.0194304957985878, 0.06152888014912605, -0.0275775995105505, 0.03866291046142578, -0.05576100945472717, -0.046505048871040344, 0.05959547683596611, -0.008674469776451588, 0.1295500546693802, -0.07349421828985214, 0.08756396174430847, 0.05796333774924278, 0.079592265188694, -0.07251384109258652, 0.0023462900426238775, -0.032352838665246964, 0.03292333334684372, -0.1772589385509491, 0.02608547732234001, -0.015535489656031132, -0.02314196713268757, -0.00293978163972497, -0.030785012990236282, -0.1789626032114029, 0.017173191532492638, 0.0980905145406723, 0.07818102091550827, -0.07856294512748718, -0.026778319850564003, 0.10546541213989258, -0.03428390622138977, -0.05730867013335228, 0.18860279023647308, -0.046576183289289474, 0.05251985788345337, 0.05492020025849342, -0.03594701364636421, 0.1271028071641922, -0.21206282079219818, -0.11270937323570251, 0.027980521321296692, 0.028063012287020683, -0.1178714856505394, 0.10774651169776917, 0.10281285643577576, -0.06825427711009979, 0.07380303740501404, 0.039065372198820114, 0.13006912171840668, -0.06206183880567551, -0.10659272968769073, -0.07457782328128815, -0.08343405276536942, -0.0039727939292788506, 0.00534963421523571, 0.06163807213306427, -0.04265512898564339, -0.11188043653964996, -0.006634424440562725, 0.16474197804927826, -0.09685083478689194, -0.002347157569602132, -0.07484565675258636, 0.05114968121051788, -0.13386724889278412, 0.030212601646780968, 0.034447044134140015, -0.07690272480249405, -0.022028785198926926, 0.0015418555121868849, -0.05435075983405113, 0.12451284378767014, 0.06770281493663788, 0.1293250173330307, -0.08979333937168121, 0.039514921605587006, -0.1577150821685791, -0.0413832925260067, -0.11362209916114807, -0.0588669590651989, -0.02642030641436577, 0.004207948222756386, 0.11092469096183777, -0.11869614571332932, 0.03109455294907093, 0.0960511863231659, 0.04502561315894127, 0.01422057580202818, -0.022595223039388657, -0.00435303570702672, -0.004541920032352209, -0.035011373460292816, -0.027344994246959686, 0.012837073765695095, -0.04121582955121994, 0.015570801682770252, 0.1000070795416832, -0.11442182213068008, 0.07047852128744125, 0.1430227905511856, 0.13869114220142365, -0.015116889029741287, -0.012206506915390491, -0.0009174357401207089, -0.08710337430238724, -0.10857579112052917, -0.11807186901569366, 0.1563504934310913, 0.009606952778995037, 0.043635498732328415, -0.048918623477220535, -0.021581368520855904, 0.0875614657998085, 0.03149491921067238, 0.050391506403684616, 0.050509802997112274, 0.14761099219322205, -0.08702336996793747, 0.09456267952919006, 0.0477302260696888, -0.10780782252550125, 0.1796906590461731, 0.0029330826364457607, -0.10566770285367966, 0.00230396562255919, 0.008498297072947025, -0.000863376772031188, 0.21864572167396545, -0.028607994318008423, 0.055523402988910675, -0.001767113571986556, -0.011969853192567825, 0.06370767205953598, -0.17830044031143188, -0.01157442107796669, -0.040991976857185364, -0.05488106235861778, -0.0068710739724338055, 0.027299698442220688, -0.062422435730695724, 0.065945565700531, 0.0013387901708483696, -0.06814350187778473, 0.054915737360715866, 0.03127877786755562, -0.03494969382882118, 0.18732260167598724, -0.03430214151740074, -0.13997744023799896, -0.10757561773061752, 0.08407674729824066, -0.010782002471387386, 0.0026585368905216455, 0.00542064243927598, -0.08190947026014328, -0.06950709223747253, -0.03159325569868088, 0.08952111750841141, 0.06233298406004906, 0.0862995982170105, 0.07402872294187546, -0.007306169252842665, -0.08903699368238449, -0.08979947119951248, 0.05004177242517471, 0.0021803712006658316, -0.031484223902225494, 0.1146295964717865, -0.023840326815843582, 0.10483384132385254, 0.17093448340892792, -0.033828359097242355, -0.04879147186875343, 0.013339655473828316, 0.13866227865219116, -0.07963479310274124, 0.08094662427902222, 0.04535609111189842, 0.0959429144859314, -0.007919896394014359, 0.05589503422379494, 0.03951241448521614, -0.07004162669181824, 0.031296342611312866, 0.04173271730542183, -0.11898737400770187, -0.10011826455593109, 0.018226854503154755, -0.06471171975135803, 0.028814224526286125, 0.02830076590180397, 0.014331941492855549, 0.001153594464994967, 0.10891420394182205, -0.04328758642077446, 0.13792257010936737, -0.0034515075385570526, 0.03817611187696457, -0.01778399758040905, 0.03424370661377907, 0.07332419604063034, -0.08945443481206894, 0.026458831503987312, 0.07262803614139557, 0.11111284792423248, 0.2545519471168518, -0.09152412414550781, 0.06482532620429993, 0.022304316982626915, 0.14366762340068817, 0.09071218967437744, 0.05255311727523804, -0.0243846345692873, -0.05498320981860161, -0.0478026308119297, -0.03179511800408363, -0.07541345804929733, 0.09186460822820663, -0.01709085889160633, -0.06536728143692017, 0.013063166290521622, 0.13253431022167206, 0.06682589650154114, 0.1516251116991043, 0.0941699892282486, -0.25401079654693604, -0.11194553971290588, -0.010942444205284119, -0.004668977577239275, -0.06772290915250778, 0.03010672703385353, 0.18546336889266968, -0.046917177736759186, -0.05527210608124733, -0.10822010785341263, 0.07285598665475845, -0.04833293706178665, -0.0639653354883194, -0.03537064045667648, 0.15563549101352692, -0.04894133284687996, 0.04713626578450203, -0.24879689514636993, 0.13866883516311646, 0.06120304390788078, 0.11700841039419174, -0.07612565904855728, -0.0669507160782814, 0.07964474707841873, 0.0030606319196522236, -0.041535116732120514, 0.01577521674335003, -0.10244417935609818, -0.125925213098526, -0.18401950597763062, 0.03525619953870773, -0.006055000703781843, 0.04344804212450981, 0.08573195338249207, 0.04539191722869873, 0.0017120117554441094, 0.02186523750424385, 0.0092960549518466, -0.08748462051153183, -0.033161282539367676, -0.016674138605594635, 0.15716947615146637, 0.0036603366024792194, -0.08346246927976608, -0.0915265753865242, -0.12130676209926605, 0.06810705363750458, -0.06743945926427841, -0.021512363106012344, -0.06101018190383911, 0.05460267513990402, 0.038651857525110245, -0.07891717553138733, 0.055036015808582306, -0.009463964961469173, 0.003472990123555064, -0.04865638539195061, -0.021628806367516518, 0.0883931964635849, -0.04893392324447632, -0.1518869549036026, 0.020544087514281273, 0.02803192287683487, 0.0686621144413948, 0.03272310644388199, -0.025124333798885345, -0.01700640842318535, -0.03234117850661278, -0.131235733628273, 0.013664379715919495, 0.07177108526229858, 0.04120257869362831, -0.05617999657988548, 0.0623893216252327, 0.04240450635552406, -0.012887498363852501, -0.07217425107955933, 0.047593776136636734, 0.1373056024312973, -0.047331131994724274, -0.013837014324963093, 0.1727125346660614, 0.04427654668688774, -0.25670984387397766, 0.05897514894604683, 0.008349401876330376, 0.07259763777256012, -0.17386792600154877, -0.1392621248960495, 0.057863883674144745, 0.14603067934513092, -0.026844000443816185, 0.20462177693843842, -0.17780227959156036, -0.14299380779266357, 0.027358178049325943, 0.11870622634887695, 0.37656787037849426, -0.015476532280445099, 0.0359271764755249, 0.00154009647667408, -0.2564530074596405, 0.07780447602272034, -0.19588758051395416, 0.1505325734615326, -0.023717032745480537, 0.07592027634382248, -0.033276934176683426, -0.10006314516067505, 0.13383708894252777, -0.03619452193379402, 0.0692811906337738, -0.007444461341947317, 0.08382992446422577, 0.1551717221736908, -0.05266909301280975, 0.09665132313966751, -0.0875118225812912, 0.008568355813622475, 0.0012554852291941643, -0.07816699147224426, -0.05877187103033066, 0.015238472260534763, 0.006719905883073807, -0.1056181862950325, -0.0885116308927536, 0.05443074554204941, -0.051086924970149994, -0.024431070312857628, 0.03995703160762787, 0.05057702213525772, -0.09018759429454803, 0.06531655043363571, -0.007710431236773729, 0.0014451482566073537, -0.007024397607892752, -0.02138415537774563, -0.024311110377311707, 0.11508888751268387, -0.2114054411649704, 0.0025521349161863327, 0.04789542406797409, -0.056056324392557144, 0.006897727493196726, 0.00839250162243843, -0.12954303622245789, 0.12470953911542892, 0.0690249428153038, -0.07854446023702621, -0.04374051094055176, -0.02327730692923069, -0.0383603498339653, -0.06305987387895584, 0.09965028613805771, 0.101698137819767, -0.11759422719478607, 0.057218194007873535, -0.008950859308242798, 0.03067733906209469, -0.05930042639374733, 0.23809373378753662, 0.07290928810834885, 0.0784674882888794, -0.053278323262929916, 0.08173710852861404, -0.06022936478257179, -0.029430851340293884, 0.017252756282687187, -0.01731724850833416, -0.14602087438106537, -0.060343895107507706, -0.06797078996896744, -0.03754904121160507, -0.04692691192030907, -0.07853200286626816, -0.1249505877494812, -0.03949291631579399, 0.031858690083026886, 0.06599237769842148, 0.026336684823036194, 0.08699531108140945, 0.032069336622953415, -0.00947521161288023, -0.12269768863916397, 0.07319772988557816, -0.11678415536880493, 0.05704790726304054, -0.09694777429103851, 0.07053627073764801, 0.034427378326654434, 0.06452100723981857, -0.044229160994291306, 0.040331292897462845, -0.06304797530174255, 0.05022949352860451, -0.10081137716770172, -0.008578043431043625, -0.003094747196882963, -0.014421575702726841, -0.07751963287591934, -0.03340226411819458, -0.09632620960474014, 0.08665262907743454, -0.06037812680006027, 0.061296235769987106, -0.006975652649998665, -0.04403740167617798, 0.01992359384894371, -0.05349638685584068, 0.05049809813499451, -0.03145035728812218, 0.03783661872148514, 0.06947736442089081, 0.04109923541545868, 0.09384402632713318, -0.08076562732458115, 0.11039604246616364, 0.06230217218399048, 0.04451553896069527, -0.013728984631597996, -0.027472397312521935, 0.029526693746447563, -0.049877140671014786, 0.14609594643115997, 0.007140109781175852, 0.12506943941116333, -0.06972213834524155, -0.02827088162302971, -0.07397764921188354, -0.005652523133903742, -0.059110864996910095, -0.02714446932077408, -0.007611850742250681, 0.07120580971240997, 0.062104932963848114, -0.02573222666978836, -0.026845218613743782, -0.11878862231969833, 0.02719823829829693, 0.0304885134100914, -0.09705888479948044, 0.024792538955807686, -0.048145364969968796, 0.07444879412651062, -0.01989145018160343, 0.17641492187976837, -0.06406120210886002, -0.14613699913024902, -0.029358424246311188, -0.10605031996965408, -0.02951507642865181, -0.016160016879439354, 0.21426743268966675, 0.09754706174135208, 0.06935301423072815, -0.07362938672304153, 0.10000726580619812, 0.09998197853565216, 0.04155835881829262, 0.1589052379131317, 0.06939078867435455, 0.08940241485834122, 0.1871969997882843, -0.058087509125471115, -0.11148754507303238, -0.04151053726673126, 0.11722197383642197, -0.2820175290107727, -0.0038166886661201715, -0.09383328258991241, 0.046455033123493195, 0.21220028400421143, -0.13750609755516052, -0.03961506858468056, -0.028626693412661552, -0.0668008103966713, -0.09992200881242752, -0.051694873720407486, -0.10426466166973114, -0.16129960119724274, 0.11500867456197739, -0.0332258865237236, -0.07120488584041595, 0.0922943651676178, 0.03114062175154686, 0.028172671794891357, 0.248043030500412, 0.014665939845144749, 0.03812968730926514, 0.023026682436466217, -0.010198582895100117, -0.04895573481917381, -0.02045893482863903, -0.15195441246032715, 0.09082761406898499, -0.08839064091444016, 0.08156692981719971, -0.03865920752286911, -0.012273666448891163, 0.09422202408313751, 0.1296052783727646, -0.021144568920135498, -0.07623403519392014, 0.016317693516612053, 0.05593220517039299, 0.048927582800388336, 0.016748011112213135, -0.0017438026843592525, 0.022744115442037582, 0.06921480596065521, -0.02834896557033062, -0.05054377019405365, -0.15255321562290192, -0.008387716487050056, -0.05798647925257683, 0.006474548485130072, 0.019851481541991234, -0.0715913251042366, 0.021524688228964806, 0.16023649275302887, 0.07700300961732864, -0.03338675945997238, -0.008838285692036152, -0.06838031113147736, -0.03622518852353096, -0.08407287299633026, 0.16988520324230194, 0.0488775372505188, 0.11750412732362747, -0.07396966218948364, -0.12898044288158417, 0.022974150255322456, -0.08126582205295563, 0.0536700040102005, -0.03392201289534569, -0.09397150576114655, -0.01626034826040268, -0.13167156279087067, -0.06606820970773697, 0.04762865602970123, -0.056896407157182693, 0.08696421980857849, -0.026420967653393745, -0.044799935072660446, 0.004032819997519255, -0.02348257042467594, -0.015796292573213577, 0.016614414751529694, -0.08550703525543213, 0.07906580716371536, -0.02774933911859989, 0.021457478404045105, -0.13859041035175323, -0.08942053467035294, 0.012744180858135223, 0.22638405859470367, 0.09287580847740173, -0.02508273720741272, 0.1424279808998108, 0.1327141523361206, -0.042274001985788345, -0.10914192348718643, 0.17757466435432434, -0.02714330144226551, -0.12629477679729462, -0.014131015166640282, 0.08618180453777313, -0.037766557186841965, 0.10032953321933746, 0.021978111937642097, 0.042861208319664, 0.008153220638632774, 0.03206450119614601, 0.03912282735109329, -0.11520982533693314, 0.010124937631189823, -0.07128383219242096, 0.12863628566265106, 0.098170705139637, -0.03478417918086052, -0.034829702228307724, -0.054882779717445374, 0.1097886934876442, 0.017197078093886375, -0.1228918731212616, -0.0202021487057209, -0.1554349660873413, 0.013930073007941246, 0.07870113849639893, -0.03780068829655647, -0.19881069660186768, -0.06181396543979645, -0.06785190105438232, -0.08499765396118164, -0.03630462661385536, 0.08633705228567123, 0.12070882320404053, 0.028413837775588036, -0.017606275156140327, -0.17751604318618774, -0.0798771008849144, 0.01966041512787342, -0.16082775592803955, -0.17372161149978638 ]

[ "FrozenLake-v1-4x4-no_slippery", "q-learning", "reinforcement-learning", "custom-implementation", "model-index", "region:us" ]

[]

[]

[ "# Q-Learning Agent playing1 FrozenLake-v1\n This is a trained model of a Q-Learning agent playing FrozenLake-v1 .\n\n ## Usage" ]

[ "TAGS\n#FrozenLake-v1-4x4-no_slippery #q-learning #reinforcement-learning #custom-implementation #model-index #region-us \n", "# Q-Learning Agent playing1 FrozenLake-v1\n This is a trained model of a Q-Learning agent playing FrozenLake-v1 .\n\n ## Usage" ]

[ 40, 39 ]

[ "passage: TAGS\n#FrozenLake-v1-4x4-no_slippery #q-learning #reinforcement-learning #custom-implementation #model-index #region-us \n# Q-Learning Agent playing1 FrozenLake-v1\n This is a trained model of a Q-Learning agent playing FrozenLake-v1 .\n\n ## Usage" ]

[ 0.04578453302383423, -0.08074592798948288, -0.00430759321898222, 0.10720831900835037, 0.05034215748310089, -0.040469273924827576, 0.11997015029191971, 0.018999949097633362, 0.20601962506771088, -0.010012076236307621, 0.1455274522304535, 0.007022971753031015, -0.006192410364747047, 0.1867983490228653, 0.04572829231619835, -0.26324528455734253, 0.01831899583339691, -0.09495259821414948, -0.07281816750764847, 0.11870454251766205, 0.05470194295048714, -0.01901467889547348, -0.0007633853238075972, 0.056141503155231476, -0.0673527717590332, 0.0007737681735306978, 0.031996939331293106, -0.012976245954632759, 0.19804789125919342, -0.02254498563706875, 0.06641989201307297, 0.054705578833818436, 0.0758768692612648, -0.1998077929019928, 0.0358855277299881, -0.04215473681688309, -0.09439758956432343, -0.03934839740395546, -0.018780618906021118, 0.05878105387091637, 0.053356342017650604, 0.03858819976449013, 0.058354366570711136, 0.09384993463754654, -0.0773480236530304, 0.04328357055783272, 0.04280758649110794, 0.024811049923300743, 0.04589218273758888, -0.0237203948199749, -0.027002155780792236, 0.08246652781963348, -0.22182892262935638, 0.10318073630332947, -0.010159241035580635, -0.5270710587501526, -0.00633762264624238, 0.24088262021541595, 0.11517096310853958, 0.05707438662648201, -0.06903956830501556, 0.10566288232803345, 0.03913382440805435, -0.007209456991404295, 0.03210983797907829, 0.02150118350982666, 0.12817370891571045, 0.06009242683649063, -0.09581366181373596, 0.040699947625398636, 0.13722525537014008, 0.012822695076465607, 0.020306183025240898, -0.08888901025056839, 0.0410032719373703, -0.03461858257651329, -0.007679527159780264, -0.09758518636226654, 0.05478060990571976, 0.012466507963836193, -0.0934976264834404, -0.09247440844774246, -0.04236573353409767, -0.06708304584026337, 0.11252415925264359, 0.046419668942689896, -0.0874939113855362, 0.03884070739150047, -0.06760413944721222, 0.05918780341744423, -0.16863860189914703, 0.02074250765144825, -0.06627868115901947, -0.09376336634159088, -0.11799788475036621, -0.01683047041296959, -0.07946427166461945, 0.009092256426811218, 0.056664444506168365, 0.1447116881608963, 0.22076484560966492, 0.06690320372581482, 0.09728849679231644, 0.07456006109714508, 0.06531001627445221, 0.1538129299879074, 0.10918238013982773, 0.019075315445661545, -0.015266558155417442, 0.0948706716299057, -0.06445580720901489, -0.1351388692855835, -0.15579092502593994, 0.005488025024533272, 0.0983937531709671, 0.08871900290250778, -0.044080477207899094, -0.006702381651848555, -0.024641724303364754, 0.08566431701183319, -0.11314457654953003, -0.024612564593553543, -0.002267979085445404, 0.06882024556398392, -0.024801667779684067, 0.020378148183226585, -0.06242705136537552, 0.12715265154838562, 0.04222423583269119, -0.059924717992544174, -0.055308472365140915, -0.03053177334368229, -0.014276440255343914, -0.027539284899830818, 0.02446848154067993, -0.07659092545509338, 0.04767750948667526, -0.16766095161437988, -0.042871296405792236, -0.04784649610519409, 0.025697942823171616, -0.03907240927219391, -0.13557587563991547, -0.17699143290519714, -0.048906855285167694, -0.022438718006014824, 0.03549358621239662, -0.038111843168735504, 0.006551501806825399, -0.006318534724414349, -0.1583600640296936, 0.09783563017845154, 0.09784027189016342, -0.03643378987908363, -0.02749447710812092, 0.056263517588377, -0.07194498926401138, 0.1561182290315628, -0.21054518222808838, -0.054014235734939575, -0.044764336198568344, -0.06595750898122787, 0.19673264026641846, 0.012690845876932144, -0.01202624011784792, 0.19873127341270447, -0.29073721170425415, -0.06078760325908661, 0.12533614039421082, -0.07834373414516449, -0.0936407670378685, 0.06941844522953033, -0.04206686094403267, 0.023345354944467545, 0.046047765761613846, 0.36345911026000977, -0.02069227211177349, -0.16197136044502258, -0.021782705560326576, 0.13971707224845886, -0.1184760183095932, 0.059895481914281845, 0.04240793362259865, 0.12543781101703644, -0.04250509291887283, -0.018672896549105644, -0.09023164212703705, 0.05999075248837471, -0.05241934582591057, -0.09016361832618713, -0.03393383324146271, -0.07645075023174286, 0.13294468820095062, -0.0629684180021286, 0.05601520463824272, -0.03255095332860947, -0.07133250683546066, -0.050324998795986176, -0.016492370516061783, 0.04460815340280533, 0.05951254442334175, -0.12794871628284454, 0.11029167473316193, 0.13025271892547607, -0.0006193425506353378, -0.07498852163553238, -0.17872096598148346, 0.003240168560296297, 0.009576505981385708, 0.039837226271629333, 0.17141658067703247, 0.12209978699684143, 0.033295199275016785, 0.008770671673119068, -0.06389404833316803, -0.18276847898960114, 0.058129217475652695, -0.056212130934000015, -0.14230976998806, -0.052409034222364426, -0.0728459507226944, 0.017381802201271057, -0.0859743058681488, -0.017379917204380035, 0.021926190704107285, 0.006908397190272808, 0.02990424446761608, -0.026645656675100327, -0.049561817198991776, 0.021254703402519226, 0.06490101665258408, -0.0037617047782987356, 0.12023693323135376, 0.008277264423668385, -0.18308481574058533, 0.07930773496627808, 0.08478537946939468, 0.09196605533361435, 0.013250201940536499, 0.02685922384262085, -0.021522263064980507, -0.08061408251523972, -0.054420311003923416, 0.02957955375313759, 0.11417073011398315, 0.1317172348499298, 0.2361993044614792, 0.08753683418035507, 0.04697408527135849, -0.02164587564766407, -0.016415923833847046, 0.002810494042932987, -0.06318057328462601, -0.029935607686638832, 0.10614971816539764, 0.05865858122706413, -0.067733034491539, -0.04576427489519119, 0.09590928256511688, 0.02732124738395214, 0.21205885708332062, -0.03342745825648308, 0.01286078616976738, -0.10957037657499313, -0.06550975888967514, -0.031982194632291794, 0.09201868623495102, 0.09498392790555954, 0.009755023755133152, -0.022056059911847115, -0.04259001836180687, 0.0012916827108711004, -0.1334889680147171, -0.10375088453292847, 0.026475343853235245, 0.013400445692241192, -0.11206940561532974, 0.11674030870199203, -0.11352457851171494, 0.039504457265138626, 0.06024791672825813, -0.13837239146232605, 0.04428480193018913, -0.029713207855820656, -0.07886212319135666, 0.16866780817508698, -0.11075661331415176, -0.094340018928051, -0.08831550180912018, 0.004082420375198126, 0.0075836325995624065, -0.03922267258167267, -0.009283260442316532, -0.19952571392059326, -0.005375816952437162, -0.03544965013861656, 0.013616434298455715, -0.06988783925771713, -0.11287739872932434, -0.010957922786474228, 0.07084179669618607, -0.043388739228248596, -0.07803605496883392, 0.007967432029545307, -0.08923084288835526, -0.10623309016227722, 0.028189711272716522, 0.019765101373195648, -0.022883659228682518, 0.16152891516685486, 0.01816628873348236, 0.05626589432358742, -0.03298520669341087, 0.30665266513824463, -0.038163769990205765, 0.08371731638908386, -0.02993497997522354, -0.07433546334505081, 0.06130730360746384, -0.022327827289700508, 0.06086638569831848, -0.020221687853336334, -0.02362890914082527, 0.0077952733263373375, -0.08579335361719131, -0.18365982174873352, -0.05417544022202492, 0.03724347800016403, 0.195254847407341, 0.031118987128138542, 0.01910330168902874, -0.0488768145442009, -0.010547760874032974, 0.1665220558643341, -0.10005921125411987, 0.04030545800924301, -0.05366240441799164, 0.11506262421607971, -0.08640182018280029, 0.06195629760622978, 0.020486772060394287, 0.04266135022044182, -0.04877188801765442, 0.09486009180545807, 0.0826394334435463, 0.1121082529425621, -0.02206910029053688, 0.046257395297288895, 0.019012698903679848, 0.07383184134960175, 0.11073657125234604, 0.0368414968252182, -0.0729052945971489, 0.001982470043003559, -0.006313489284366369, -0.039427030831575394, 0.11933320760726929, 0.17963355779647827, -0.11991413682699203, -0.05106910318136215, 0.27167606353759766, 0.0031242913100868464, 0.19481229782104492, -0.01315275114029646, 0.043591804802417755, -0.04484925419092178, 0.04572054371237755, -0.05338600277900696, -0.04086209088563919, 0.2094656229019165, 0.08045925945043564, -0.17165091633796692, -0.08549032360315323, -0.05912299454212189, 0.07081323862075806, 0.10728751868009567, 0.0013539529172703624, -0.04156802222132683, 0.0004610282776411623, 0.0014198932331055403, 0.08339415490627289, -0.14520122110843658, 0.11816094070672989, -0.03172019124031067, 0.05612684786319733, 0.017555562779307365, -0.045326150953769684, 0.04264266416430473, 0.07474290579557419, 0.26618310809135437, 0.0904107540845871, -0.040318213403224945, -0.0892091691493988, -0.12260187417268753, 0.010461576282978058, 0.029102616012096405, -0.03534553572535515, 0.0037547778338193893, -0.020087555050849915, 0.0318896509706974, 0.008264793083071709, 0.016230624169111252, -0.08987458795309067, -0.03175399824976921, -0.027736429125070572, -0.023839212954044342, 0.10733365267515182, -0.09495144337415695, -0.1444292515516281, -0.15713949501514435, 0.04191131144762039, -0.0766405463218689, -0.056593164801597595, -0.054507751017808914, -0.05239389091730118, -0.0311186034232378, -0.03773957118391991, 0.09099467098712921, -0.0021037792321294546, 0.14807306230068207, -0.1920108050107956, -0.04220759496092796, 0.051812779158353806, -0.07607918977737427, -0.08729588985443115, 0.03410962224006653, 0.12136995792388916, 0.05116051807999611, 0.11504370719194412, 0.013609255664050579, 0.09567681699991226, 0.0045484392903745174, -0.06713183224201202, 0.15302421152591705, -0.14069625735282898, -0.27875974774360657, -0.03836318850517273, 0.016946332529187202, 0.1615200787782669, -0.05613167956471443, 0.031766023486852646, 0.3335736393928528, 0.27782970666885376, -0.1428707242012024, 0.25916144251823425, 0.019178593531250954, 0.004398873541504145, -0.19130495190620422, -0.10125631093978882, 0.025324683636426926, 0.04740457236766815, 0.12032642960548401, -0.14564448595046997, -0.010732659138739109, -0.04543145373463631, -0.025908485054969788, 0.10386138409376144, -0.12300799041986465, -0.07263197749853134, 0.07765276730060577, 0.039809420704841614, 0.1808302253484726, 0.03932500258088112, 0.0014799144119024277, 0.13626977801322937, 0.06612244248390198, 0.019124457612633705, 0.05216038227081299, 0.08028066903352737, -0.018944554030895233, 0.14207926392555237, 0.05448179319500923, -0.02551644667983055, 0.052681710571050644, -0.0054580713622272015, -0.03219012916088104, 0.015605825930833817, -0.183198019862175, -0.10147556662559509, -0.0561356320977211, -0.10798973590135574, -0.04978342354297638, 0.056853994727134705, -0.12395523488521576, -0.007896827533841133, -0.03841273859143257, 0.03718273714184761, -0.07831971347332001, -0.09360362589359283, -0.036494381725788116, 0.1351792961359024, 0.07210618257522583, 0.04471297934651375, 0.035655103623867035, -0.07390819489955902, 0.07097936421632767, 0.21671734750270844, 0.08159157633781433, 0.028919655829668045, -0.19545674324035645, -0.024042490869760513, -0.0803457647562027, 0.06306298077106476, -0.08856996893882751, -0.016788700595498085, 0.11923003196716309, 0.08616556972265244, 0.05413002520799637, 0.09640096127986908, -0.045083072036504745, 0.021686913445591927, 0.02684609219431877, -0.15131035447120667, -0.18501274287700653, -0.08534606546163559, -0.03519878163933754, 0.11561143398284912, -0.06398691236972809, 0.10897188633680344, -0.13615410029888153, 0.010051886551082134, -0.006060056854039431, 0.02693452313542366, -0.03596206381917, -0.11251141875982285, 0.15348562598228455, 0.11999429017305374, -0.06767056882381439, 0.03127254918217659, -0.09527092427015305, -0.04423454403877258, 0.12686803936958313, -0.013623855076730251, -0.0371493324637413, -0.054547641426324844, -0.03628576174378395, 0.15247689187526703, -0.03436964750289917, 0.008244883269071579, -0.041229065507650375, -0.18217355012893677, 0.0798322781920433, 0.09045056998729706, 0.019827889278531075, -0.031874191015958786, -0.09797266125679016, -0.010231015272438526, -0.0011165260802954435, 0.11730700731277466, -0.10696814209222794, -0.10933240503072739, -0.15144047141075134, 0.06713984161615372, -0.0007159380475059152, 0.18502596020698547, -0.06394898891448975, -0.08904669433832169, -0.12429379671812057, 0.02344517596065998, -0.0027384376153349876, -0.042264558374881744, 0.01618490368127823, 0.07992301136255264, -0.04095321521162987, 0.02075677551329136, -0.06651144474744797, 0.06372585147619247, -0.11786920577287674, 0.09625071287155151, 0.01063506118953228, 0.016993753612041473, -0.0417880080640316, -0.01618220843374729, 0.039470795542001724, -0.057925306260585785, 0.07921463251113892, 0.011758086271584034, 0.0010938759660348296, 0.10196787863969803, -0.0034960443153977394, 0.06409632414579391, -0.05372481048107147, -0.023290161043405533, 0.06578411161899567, -0.05874887853860855, -0.03370826691389084, -0.1573946475982666, -0.0709633082151413, 0.020051732659339905, -0.04775108024477959, 0.002077929675579071, 0.03673801198601723, 0.062159497290849686, -0.06937079131603241, -0.12125655263662338, -0.043812792748212814, -0.028638383373618126, 0.021301284432411194, 0.10829301923513412, -0.07526551932096481, 0.1547859013080597, -0.052787959575653076, -0.00020603960729204118, 0.07437096536159515, 0.04048224538564682, 0.01393822580575943, -0.10422444343566895, -0.04698587954044342, -0.11035211384296417, 0.1502903699874878, -0.007902312092483044, -0.03533121198415756, 0.03719403222203255, -0.11946307867765427, -0.1572723090648651, 0.03418220207095146, 0.10199101269245148, 0.0448341928422451, 0.025807438418269157, 0.027079269289970398, -0.04042419046163559, -0.021270349621772766, -0.07034418731927872, 0.0882953479886055, -0.12085357308387756, -0.09669415652751923, 0.09555385261774063, 0.12178351730108261, -0.0036850625183433294, -0.07441367954015732, 0.11554073542356491, -0.021787192672491074, 0.05525410920381546, -0.02971339225769043, 0.10308072715997696, 0.0796005055308342, -0.12273547053337097, 0.005693064536899328, -0.036891788244247437, -0.0741485133767128, -0.12975730001926422, 0.019545545801520348, -0.061916105449199677, -0.13383042812347412, 0.12179028987884521, -0.09376577287912369, 0.030037038028240204, -0.10506992787122726, 0.021338803693652153, 0.01864001713693142, 0.061665527522563934, -0.10988292098045349, 0.08575301617383957, 0.13424484431743622, -0.043199893087148666, -0.07184189558029175, -0.12455986440181732, -0.05022053420543671, -0.04231856390833855, -0.13957437872886658, -0.11600435525178909, 0.0100301094353199, -0.023418782278895378, -0.05818291753530502, 0.0015462689334526658, -0.03659068048000336, 0.008594646118581295, 0.021907730028033257, 0.04032021388411522, -0.02693161368370056, 0.05134565755724907, -0.057569269090890884, -0.052510857582092285, 0.11489357799291611, 0.04113486409187317, -0.03561042994260788, -0.052359987050294876, 0.12997733056545258, -0.11959461867809296, 0.07662346214056015, -0.020313527435064316, 0.017129231244325638, -0.06435854732990265, 0.17131924629211426, 0.11673715710639954, -0.1367570012807846, -0.005008010193705559, -0.08210669457912445, 0.020409544929862022, 0.023555370047688484, 0.13693512976169586, -0.03411718085408211, -0.0012358218664303422, -0.1580323874950409, 0.018575575202703476, -0.18557456135749817, -0.03716109320521355, 0.04671547934412956, 0.09917585551738739, 0.15293832123279572, -0.0034432117827236652, -0.1263325810432434, 0.10424192249774933, -0.2118520885705948, 0.0907607227563858, 0.05121984705328941, -0.11874113976955414, -0.06765396893024445, -0.06795281916856766, 0.1198519766330719, 0.009196433238685131, 0.2040700763463974, -0.013615905307233334, -0.09132910519838333, -0.07060808688402176, -0.01980910450220108, -0.030524181202054024, 0.09714830666780472, 0.041414931416511536, 0.04653804749250412, 0.12821412086486816, 0.00368314771912992, 0.07533777505159378, 0.060310911387205124, 0.02759413793683052, -0.012300663627684116, 0.04076618701219559, 0.08261215686798096, -0.14588621258735657, -0.1659701019525528, 0.1326720416545868, 0.025149408727884293, 0.11792458593845367, 0.03658788278698921, -0.1549617499113083, 0.06687124073505402, 0.2523096203804016, -0.11147607117891312, 0.02505038119852543, 0.12737524509429932, -0.0366884209215641, 0.0672016367316246, 0.1144871786236763, -0.02633814327418804, -0.05217865854501724, -0.011363590136170387, 0.10233135521411896, 0.028660254552960396, -0.04646271467208862, -0.02340836264193058, -0.03373933956027031, -0.019070526584982872, -0.011738128960132599, -0.0909019410610199, -0.1543993502855301, -0.10471053421497345, -0.16619662940502167, 0.04399140924215317, -0.04626438021659851, 0.13418889045715332, 0.09469578415155411, -0.012723101302981377, 0.04568437114357948, 0.028575526550412178, 0.07275456190109253, 0.07916246354579926, -0.02939477376639843, -0.036159269511699677 ]

[ "peft", "safetensors", "arxiv:1910.09700", "base_model:roberta-base", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\n\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact", "### Framework versions\n\n- PEFT 0.7.1" ]

[ "TAGS\n#peft #safetensors #arxiv-1910.09700 #base_model-roberta-base #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\n\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact", "### Framework versions\n\n- PEFT 0.7.1" ]

[ 32, 6, 3, 54, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4, 11 ]

[ "passage: TAGS\n#peft #safetensors #arxiv-1910.09700 #base_model-roberta-base #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\n\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact### Framework versions\n\n- PEFT 0.7.1" ]

[ -0.0981343686580658, 0.18317529559135437, -0.0037785666063427925, 0.041259296238422394, 0.09360256046056747, 0.018028972670435905, 0.05360044911503792, 0.12144608795642853, -0.04922023043036461, 0.1065053716301918, 0.05808600038290024, 0.10448374599218369, 0.096426822245121, 0.19219568371772766, -0.0051808785647153854, -0.19726361334323883, 0.025400232523679733, -0.10178197175264359, -0.00304386462084949, 0.12364884465932846, 0.15456250309944153, -0.09275364875793457, 0.08120910078287125, -0.020862285047769547, -0.013543738052248955, -0.03831417113542557, -0.06818199902772903, -0.04349628463387489, 0.03619647026062012, 0.05654580518603325, 0.05602539703249931, -0.009713767096400261, 0.07808446884155273, -0.26635265350341797, 0.018552536144852638, 0.043029990047216415, -0.013049275614321232, 0.08618838340044022, 0.10216758400201797, -0.04658899083733559, 0.10306201875209808, -0.03307819738984108, 0.13186611235141754, 0.07259393483400345, -0.086356021463871, -0.17895159125328064, -0.08286318182945251, 0.07730153203010559, 0.16907458007335663, 0.07689198106527328, -0.04426649585366249, 0.1550300568342209, -0.11377649009227753, 0.0134122921153903, 0.026820287108421326, -0.04731707274913788, -0.08036056160926819, 0.04267394542694092, 0.10536248236894608, 0.055603861808776855, -0.14307743310928345, -0.03553592041134834, 0.022372938692569733, 0.033345166593790054, 0.07991933077573776, 0.020382631570100784, 0.1418694108724594, 0.035063572227954865, -0.14293436706066132, -0.03532916307449341, 0.131581112742424, 0.045876000076532364, -0.04385578632354736, -0.22503696382045746, 0.008963105268776417, -0.062009453773498535, -0.02266431786119938, -0.04970984160900116, 0.032508622854948044, -0.008148394525051117, 0.08140228688716888, -0.01209213025867939, -0.08892998099327087, -0.024319348856806755, 0.08084193617105484, 0.0475039966404438, 0.029712310060858727, -0.030448511242866516, -0.009497619234025478, 0.12267101556062698, 0.05679654702544212, -0.1284402459859848, -0.05848534032702446, -0.07002495229244232, -0.049397215247154236, -0.05822549760341644, 0.03274509310722351, 0.03634391352534294, 0.06303677707910538, 0.2354981005191803, -0.0111007709056139, 0.042879316955804825, 0.05250309780240059, 0.014864656142890453, 0.05836930125951767, 0.08549581468105316, -0.07346708327531815, -0.13623781502246857, -0.023424919694662094, 0.09248355776071548, -0.013351068831980228, -0.013953237794339657, -0.036554157733917236, 0.045072734355926514, 0.042886681854724884, 0.09575872123241425, 0.09870488196611404, -0.00498936465010047, -0.08391910791397095, -0.051747795194387436, 0.21598215401172638, -0.14799363911151886, 0.036895498633384705, 0.016062725335359573, -0.027714919298887253, -0.04198634624481201, 0.007560716010630131, 0.01139353308826685, -0.02458934672176838, 0.09369055926799774, -0.07422442734241486, -0.029526574537158012, -0.11695527285337448, -0.011464872397482395, 0.038842134177684784, 0.02640921249985695, -0.012813380919396877, -0.02264280617237091, -0.06065993756055832, -0.08765250444412231, 0.09346059709787369, -0.08522181957960129, -0.06328502297401428, -0.030694426968693733, -0.0988738164305687, 0.023091576993465424, 0.015267908573150635, 0.12548331916332245, -0.027121976017951965, 0.039039477705955505, -0.01901993528008461, 0.04741111397743225, 0.07889916747808456, 0.03690263256430626, -0.06196821853518486, 0.05737043917179108, -0.18530212342739105, 0.09431777149438858, -0.08658343553543091, 0.02355528064072132, -0.1485593616962433, -0.01354130357503891, 0.01975802145898342, 0.013236302882432938, 0.026523174718022346, 0.1434035301208496, -0.20712704956531525, -0.010629871860146523, 0.16368240118026733, -0.09487203508615494, -0.11658453941345215, 0.048672135919332504, -0.0658581554889679, 0.14969465136528015, 0.02622833661735058, -0.029435573145747185, 0.09106548130512238, -0.165589839220047, -0.033964477479457855, -0.028789421543478966, -0.008384417742490768, 0.11005318909883499, 0.09397296607494354, -0.07162778079509735, 0.045929741114377975, 0.02024809829890728, -0.03441073000431061, -0.03151920065283775, -0.05489743500947952, -0.11545393615961075, 0.0014762372011318803, -0.08036484569311142, 0.03168265148997307, -0.012882704846560955, -0.06584388017654419, -0.017475662752985954, -0.16596727073192596, -0.014855108223855495, 0.08243554085493088, 0.017770500853657722, -0.02247454784810543, -0.092330202460289, 0.028685713186860085, -0.012495169416069984, -0.03271593898534775, -0.14899182319641113, -0.03694290295243263, 0.02072477526962757, -0.14057300984859467, 0.015210879035294056, -0.11167605966329575, 0.055615052580833435, 0.017707306891679764, -0.07050127536058426, -0.021840009838342667, -0.013462329283356667, 0.019342593848705292, -0.04637010768055916, -0.24007458984851837, -0.009988059289753437, -0.05117492377758026, 0.13134363293647766, -0.21354740858078003, 0.036744751036167145, 0.05399955436587334, 0.12458749115467072, -0.003555865027010441, -0.06057741120457649, 0.024954598397016525, -0.06919518858194351, -0.023957133293151855, -0.059789616614580154, -0.012893916107714176, -0.012725633569061756, -0.04635193198919296, 0.02615940570831299, -0.11040429770946503, -0.03928782418370247, 0.10552116483449936, 0.07353564351797104, -0.17085762321949005, -0.03601144254207611, -0.03489549085497856, -0.07651843130588531, -0.08901070803403854, -0.060434937477111816, 0.10587911307811737, 0.047535695135593414, 0.03214472532272339, -0.07642929255962372, -0.07888384163379669, 0.009359244257211685, -0.025609444826841354, -0.029926573857665062, 0.11018872261047363, 0.057429470121860504, -0.11842768639326096, 0.1054387018084526, 0.07693170011043549, 0.02463775873184204, 0.0935143306851387, -0.024674341082572937, -0.11728856712579727, -0.04552973806858063, 0.04401997849345207, 0.011574738658964634, 0.15881115198135376, -0.06833435595035553, 0.06522264331579208, 0.04416845366358757, -0.017398929223418236, 0.05391162261366844, -0.090593621134758, 0.010114047676324844, -0.00048190890811383724, -0.0130322789773345, 0.0035735818091779947, -0.02688261680305004, 0.022087285295128822, 0.07969909906387329, 0.04209696874022484, 0.03746698051691055, 0.04199263080954552, -0.03624368831515312, -0.12063587456941605, 0.1846960037946701, -0.10736817866563797, -0.21940277516841888, -0.1668453812599182, 0.04626870155334473, 0.0468839630484581, -0.02109668031334877, 0.013615228235721588, -0.04293762519955635, -0.09844446927309036, -0.08082549273967743, -0.0018184827640652657, 0.040340591222047806, -0.07207102328538895, -0.08383992314338684, 0.06232091411948204, 0.05089092627167702, -0.12237191945314407, 0.03786871209740639, 0.05710151419043541, -0.024599619209766388, 0.009884698316454887, 0.07547377049922943, 0.08104774355888367, 0.14940819144248962, -0.005895726848393679, -0.013915515504777431, 0.04876520112156868, 0.2672080397605896, -0.1546103060245514, 0.09664739668369293, 0.11041411757469177, -0.07075586915016174, 0.08145745098590851, 0.18928281962871552, 0.03372158855199814, -0.10459385067224503, 0.040629792958498, 0.029986068606376648, -0.02091241255402565, -0.2757868766784668, -0.0536188967525959, -0.009360890835523605, -0.1030559092760086, 0.06911926716566086, 0.08034481108188629, 0.08441115915775299, 0.04316960275173187, -0.06472744792699814, -0.09661611914634705, 0.031570225954055786, 0.08595287054777145, -0.02266336791217327, 0.006913825403898954, 0.08119498938322067, -0.020181506872177124, 0.011513802222907543, 0.10616355389356613, -0.005614358000457287, 0.19338592886924744, 0.042934246361255646, 0.10558286309242249, 0.09000381827354431, 0.10092610120773315, -0.005492263473570347, 0.021592803299427032, 0.023018721491098404, 0.021832987666130066, 0.00538178626447916, -0.08076750487089157, 0.04029697924852371, 0.10830289870500565, 0.05182617902755737, 0.03212393820285797, 0.015724897384643555, -0.055122267454862595, 0.05921551212668419, 0.17159618437290192, -0.002353416755795479, -0.19372080266475677, -0.0689072385430336, 0.062127143144607544, -0.08373639732599258, -0.13173042237758636, -0.01778874360024929, 0.041994787752628326, -0.1706162691116333, 0.01077223103493452, -0.047591160982847214, 0.09928282350301743, -0.07830427587032318, -0.03946012258529663, 0.08070553839206696, 0.07072409987449646, -0.020759830251336098, 0.07132849842309952, -0.18634934723377228, 0.1376647651195526, 0.019694063812494278, 0.07462507486343384, -0.08619539439678192, 0.10633480548858643, 0.00753818592056632, -0.022739054635167122, 0.16109302639961243, 0.0033665986265987158, -0.049442168325185776, -0.057983458042144775, -0.11201035976409912, -0.014968311414122581, 0.09572228044271469, -0.12420716881752014, 0.06765232980251312, -0.007558742538094521, -0.021770024672150612, 0.011189358308911324, -0.0777164101600647, -0.12853915989398956, -0.17426379024982452, 0.05592585727572441, -0.13040661811828613, 0.04525737836956978, -0.09333967417478561, -0.06753014773130417, -0.013737919740378857, 0.16266922652721405, -0.185921773314476, -0.07394738495349884, -0.14195384085178375, -0.09188604354858398, 0.17539212107658386, -0.04686788469552994, 0.07861771434545517, 0.013961924239993095, 0.15537607669830322, 0.02719138190150261, 0.005719008389860392, 0.10043993592262268, -0.0872519314289093, -0.18690915405750275, -0.06385606527328491, 0.14709457755088806, 0.15610086917877197, 0.03819151222705841, -0.012754005379974842, 0.018513111397624016, -0.05354539304971695, -0.11905296891927719, 0.01627304218709469, 0.13845983147621155, 0.10830173641443253, 0.0005088330362923443, -0.02769104577600956, -0.11368981003761292, -0.06942871958017349, -0.06755217909812927, -0.0005538597470149398, 0.19174158573150635, -0.06820540875196457, 0.15764902532100677, 0.1208508238196373, -0.05996323376893997, -0.20401130616664886, 0.04444055259227753, 0.06214755401015282, 0.014240589924156666, 0.05897628888487816, -0.17537705600261688, 0.0947149470448494, 0.017747623845934868, -0.0644567459821701, 0.14538508653640747, -0.1397794634103775, -0.15098892152309418, 0.09976518899202347, 0.042359210550785065, -0.2371015101671219, -0.12382285296916962, -0.09854866564273834, -0.016966037452220917, -0.1113746166229248, 0.08071029931306839, -0.00579883111640811, 0.013562093488872051, 0.03391754627227783, 0.024559469893574715, 0.019166480749845505, -0.050275251269340515, 0.20477339625358582, -0.007699572015553713, 0.02983258292078972, -0.051576241850852966, -0.09172873944044113, 0.041548606008291245, -0.04591919854283333, 0.08713837713003159, 0.0005833627074025571, 0.023908350616693497, -0.12722451984882355, -0.04351886361837387, -0.06640579551458359, 0.02766268700361252, -0.09778717905282974, -0.08754906058311462, -0.0503556989133358, 0.10471124947071075, 0.0944749265909195, -0.0428757406771183, 0.0014690326061099768, -0.07429620623588562, 0.04672914743423462, 0.21467812359333038, 0.18848946690559387, 0.07092919945716858, -0.07074505090713501, 0.011046151630580425, -0.02729177661240101, 0.04474498704075813, -0.21702109277248383, 0.04804012551903725, 0.04274239391088486, 0.01520358957350254, 0.09979774802923203, -0.022016413509845734, -0.14608220756053925, -0.0616016611456871, 0.07221187651157379, -0.042642708867788315, -0.15528501570224762, -0.023544127121567726, 0.0203536469489336, -0.20523719489574432, -0.05065413936972618, 0.018779121339321136, -0.01130366325378418, -0.040957167744636536, 0.01688041351735592, 0.08626076579093933, -0.01726091094315052, 0.12468047440052032, 0.08412344753742218, 0.08880413323640823, -0.10063329339027405, 0.07738828659057617, 0.06616197526454926, -0.060057029128074646, 0.026027251034975052, 0.08367925137281418, -0.04282531514763832, -0.03659427538514137, 0.09084487706422806, 0.07673937827348709, 0.03814468905329704, -0.04569204896688461, 0.00231864838860929, -0.050136446952819824, 0.06308924406766891, 0.11487262696027756, 0.0420350544154644, 0.00446506030857563, 0.04996582120656967, 0.030535073950886726, -0.08752996474504471, 0.11436726152896881, 0.06863867491483688, 0.021865587681531906, -0.04303937777876854, -0.037504155188798904, -0.004339452367275953, -0.019683770835399628, -0.018062539398670197, -0.006153934635221958, -0.09027498215436935, -0.014365599490702152, -0.11943288892507553, 0.047408878803253174, -0.08272939175367355, 0.01469346322119236, 0.021128209307789803, -0.05231088399887085, -0.00027193082496523857, 0.009303949773311615, -0.07266120612621307, -0.04926970601081848, -0.005509599111974239, 0.11067050695419312, -0.1278475672006607, 0.035228751599788666, 0.08717315644025803, -0.10355893522500992, 0.0739130899310112, 0.008452500216662884, 0.0036963182501494884, 0.019856858998537064, -0.17907331883907318, 0.06478863954544067, -0.026790998876094818, -0.011120311915874481, 0.020638996735215187, -0.23089712858200073, -0.007696806453168392, -0.0351022332906723, -0.034995581954717636, 0.01292920857667923, -0.034349944442510605, -0.12956982851028442, 0.08482017368078232, 0.0019428267842158675, -0.07800178974866867, -0.02543187327682972, 0.03206305950880051, 0.11328886449337006, -0.03029678761959076, 0.14830592274665833, -0.02112416923046112, 0.07040855288505554, -0.17101961374282837, -0.006611813325434923, -0.012621106579899788, 0.03857174515724182, -0.019763654097914696, -0.016163388267159462, 0.056865133345127106, -0.023613305762410164, 0.20212718844413757, -0.03177998214960098, 0.05492294952273369, 0.05430604889988899, 0.01628117449581623, -0.0010613026097416878, 0.09288089722394943, 0.06425692141056061, -0.0103903291746974, 0.005269849207252264, 0.03017204813659191, -0.012465120293200016, -0.046475332230329514, -0.16049706935882568, 0.05433787405490875, 0.1658022552728653, 0.037077516317367554, 0.008877495303750038, 0.04936133697628975, -0.10474539548158646, -0.07197500020265579, 0.13072851300239563, -0.007852939888834953, -0.04346879944205284, -0.07505258917808533, 0.15318186581134796, 0.1203501895070076, -0.20384663343429565, 0.08582610636949539, -0.06613010913133621, -0.06620725989341736, -0.11361117660999298, -0.1626085638999939, -0.06368381530046463, -0.04594586789608002, -0.009594172239303589, -0.06819704174995422, 0.06223474070429802, 0.08571268618106842, 0.0036022865679115057, -0.021912556141614914, 0.09823204576969147, 0.002171481028199196, -0.02219764143228531, 0.038540925830602646, 0.061808664351701736, 0.023138640448451042, -0.09824438393115997, 0.013290558010339737, -0.005448861513286829, 0.026635482907295227, 0.06067805364727974, 0.012307250872254372, -0.0357510931789875, -0.007072770036756992, -0.034878652542829514, -0.11030647903680801, 0.04288402572274208, -0.019519375637173653, -0.04273878037929535, 0.14844369888305664, 0.024537118151783943, 0.0037825903855264187, -0.02039097249507904, 0.23345960676670074, -0.0772264301776886, -0.08347977697849274, -0.16951362788677216, 0.04935084283351898, -0.05953739210963249, 0.03693799674510956, 0.04124301299452782, -0.11058709770441055, 0.024504486471414566, 0.14758716523647308, 0.14172527194023132, -0.008541065268218517, 0.009743454866111279, 0.049021460115909576, -0.001182174077257514, -0.03244850039482117, 0.022112028673291206, 0.04431270435452461, 0.11327611654996872, -0.06140226498246193, 0.07683785259723663, -0.009315209463238716, -0.0809452086687088, -0.002170382533222437, 0.11457350105047226, -0.007050127722322941, 0.008763765916228294, -0.07504016160964966, 0.14428651332855225, -0.07426620274782181, -0.2293645739555359, 0.05074547231197357, -0.06455038487911224, -0.15614886581897736, -0.03918785601854324, 0.017288390547037125, -0.01864253543317318, 0.0153250303119421, 0.08464017510414124, -0.04537326842546463, 0.1733025163412094, 0.04259046912193298, -0.05986231938004494, -0.07341579347848892, 0.06487919390201569, -0.1272047609090805, 0.28142622113227844, 0.021381087601184845, 0.056436650454998016, 0.1073298454284668, -0.018337007611989975, -0.1318655163049698, 0.02479851245880127, 0.09998811781406403, -0.07248339056968689, 0.07174436002969742, 0.18255525827407837, -0.0033208688255399466, 0.13309353590011597, 0.05724716931581497, -0.03977223113179207, 0.037537626922130585, -0.12273865938186646, -0.05855825915932655, -0.11072345077991486, 0.08187951892614365, -0.079391710460186, 0.16372649371623993, 0.13545212149620056, -0.06761973351240158, -0.002713816938921809, -0.020804578438401222, 0.08501805365085602, -0.005267390049993992, 0.10935056954622269, 0.005943352822214365, -0.2018209844827652, 0.027145925909280777, 0.040654171258211136, 0.10659262537956238, -0.20842312276363373, -0.06867751479148865, 0.05831844359636307, -0.02505272999405861, -0.0643947497010231, 0.11541286110877991, 0.04460332542657852, 0.03742114454507828, -0.039116889238357544, -0.04514356330037117, -0.01241854578256607, 0.13783922791481018, -0.10361999273300171, -0.007787581533193588 ]

[ "transformers", "tensorboard", "safetensors", "t5", "text2text-generation", "generated_from_trainer", "base_model:VietAI/vit5-large", "license:mit", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "region:us" ]

[]

[]

[ "# CS505_COQE_viT5_Prompting2_ASPOL\n\nThis model is a fine-tuned version of VietAI/vit5-large on the None dataset.", "## Model description\n\nMore information needed", "## Intended uses & limitations\n\nMore information needed", "## Training and evaluation data\n\nMore information needed", "## Training procedure", "### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 5e-05\n- train_batch_size: 8\n- eval_batch_size: 32\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- num_epochs: 20\n- mixed_precision_training: Native AMP", "### Training results", "### Framework versions\n\n- Transformers 4.37.0\n- Pytorch 2.1.2\n- Datasets 2.1.0\n- Tokenizers 0.15.1" ]

[ "TAGS\n#transformers #tensorboard #safetensors #t5 #text2text-generation #generated_from_trainer #base_model-VietAI/vit5-large #license-mit #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n", "# CS505_COQE_viT5_Prompting2_ASPOL\n\nThis model is a fine-tuned version of VietAI/vit5-large on the None dataset.", "## Model description\n\nMore information needed", "## Intended uses & limitations\n\nMore information needed", "## Training and evaluation data\n\nMore information needed", "## Training procedure", "### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 5e-05\n- train_batch_size: 8\n- eval_batch_size: 32\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- num_epochs: 20\n- mixed_precision_training: Native AMP", "### Training results", "### Framework versions\n\n- Transformers 4.37.0\n- Pytorch 2.1.2\n- Datasets 2.1.0\n- Tokenizers 0.15.1" ]

[ 78, 43, 6, 12, 8, 3, 103, 4, 30 ]

[ "passage: TAGS\n#transformers #tensorboard #safetensors #t5 #text2text-generation #generated_from_trainer #base_model-VietAI/vit5-large #license-mit #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n# CS505_COQE_viT5_Prompting2_ASPOL\n\nThis model is a fine-tuned version of VietAI/vit5-large on the None dataset.## Model description\n\nMore information needed## Intended uses & limitations\n\nMore information needed## Training and evaluation data\n\nMore information needed## Training procedure### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 5e-05\n- train_batch_size: 8\n- eval_batch_size: 32\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- num_epochs: 20\n- mixed_precision_training: Native AMP### Training results### Framework versions\n\n- Transformers 4.37.0\n- Pytorch 2.1.2\n- Datasets 2.1.0\n- Tokenizers 0.15.1" ]

[ -0.07578956335783005, 0.1590728908777237, -0.004582131281495094, 0.05845697596669197, 0.1123151108622551, 0.014512966386973858, 0.12051975727081299, 0.15650981664657593, -0.08145981281995773, 0.08338766545057297, 0.06175762414932251, 0.029811352491378784, 0.08435415476560593, 0.14725691080093384, -0.027323640882968903, -0.22937729954719543, 0.027348162606358528, -0.012960699386894703, -0.06835917383432388, 0.09902089834213257, 0.1259360909461975, -0.09067358821630478, 0.06140333414077759, 0.0013631966430693865, -0.09695932269096375, 0.015812668949365616, -0.03300593048334122, -0.07329778373241425, 0.07490289956331253, 0.00021072920935694128, 0.09344770759344101, 0.04239479452371597, 0.12052416056394577, -0.23366394639015198, 0.0018859361298382282, 0.07370930165052414, 0.0171806737780571, 0.08701273798942566, 0.06897478550672531, 0.002189376624301076, 0.0934610515832901, -0.16899648308753967, 0.11157026886940002, 0.023324843496084213, -0.08035597205162048, -0.1674138903617859, -0.11758553236722946, 0.07849118858575821, 0.11337389796972275, 0.07863321155309677, 0.006983008235692978, 0.14663797616958618, -0.0762680396437645, 0.0577051006257534, 0.20524881780147552, -0.2580842077732086, -0.03982648253440857, 0.03442322462797165, 0.06272386759519577, 0.08370066434144974, -0.09291151911020279, -0.00031213555485010147, 0.043529950082302094, 0.00558622507378459, 0.09024673700332642, 0.006499649491161108, -0.06274771690368652, -0.0143960602581501, -0.12716418504714966, -0.04936534911394119, 0.1592089831829071, 0.03247542679309845, -0.033364638686180115, -0.12505988776683807, -0.047437284141778946, -0.10565430670976639, -0.02476724609732628, -0.06546232849359512, 0.02699689008295536, -0.04536019265651703, 0.01624419540166855, -0.0701330378651619, -0.10356627404689789, -0.05070200189948082, 0.03724472597241402, 0.022779839113354683, 0.059916019439697266, 0.004635666962713003, -0.02663564682006836, 0.09128063917160034, -0.028674224391579628, -0.12672418355941772, -0.025776883587241173, 0.0024171844124794006, -0.0726628229022026, -0.0577857606112957, -0.006082446314394474, -0.07074425369501114, -0.004017230123281479, 0.12082613259553909, -0.07329252362251282, 0.05159257352352142, -0.031784787774086, 0.00957538653165102, -0.028497345745563507, 0.1383647322654724, -0.026477785781025887, -0.012363601475954056, 0.005584924481809139, 0.1005183681845665, 0.031359776854515076, -0.015392684377729893, -0.09106246381998062, -0.03727433457970619, 0.0859125629067421, 0.09677847474813461, -0.014827381819486618, -0.00016191897157114, -0.05273621901869774, -0.030757658183574677, 0.0806051641702652, -0.1364782303571701, 0.05285501480102539, -0.0021367170847952366, -0.048466961830854416, -0.010541307739913464, 0.048452846705913544, 0.0120781185105443, -0.05694529786705971, 0.055912528187036514, -0.05290176719427109, -0.0016100275097414851, -0.06604944914579391, -0.05465582013130188, 0.05496741086244583, -0.07611625641584396, -0.028985830023884773, -0.06437493860721588, -0.1801956444978714, -0.02461213804781437, 0.01692824997007847, -0.06831170618534088, -0.04432693496346474, -0.026752810925245285, -0.07103291898965836, 0.012900693342089653, -0.008311708457767963, 0.0878320038318634, -0.0319327786564827, 0.06370177119970322, -0.0006077052094042301, 0.044543180614709854, 0.053406570106744766, 0.04434334859251976, -0.07594811916351318, 0.04302356764674187, -0.12149181216955185, 0.0646776333451271, -0.096417635679245, -0.00993730966001749, -0.12280334532260895, -0.09654417634010315, 0.011211077682673931, -0.05301523208618164, 0.048701513558626175, 0.1230563074350357, -0.1565399169921875, -0.014981766231358051, 0.1801498532295227, -0.11666925251483917, -0.0775846317410469, 0.11478061974048615, -0.0192278865724802, 0.007469572592526674, 0.049345504492521286, 0.11988463252782822, 0.11792013049125671, -0.1781010627746582, -0.015864728018641472, 0.008145494386553764, 0.06788340955972672, 0.03691226989030838, 0.09447401762008667, -0.004346788860857487, 0.06310631334781647, 0.007975786924362183, -0.08584056794643402, -0.022365419194102287, -0.07213205099105835, -0.09851210564374924, -0.05519472435116768, -0.07575207203626633, 0.06823617964982986, 0.032302938401699066, 0.03216461464762688, -0.05809282884001732, -0.1312180757522583, 0.06578918546438217, 0.13019618391990662, -0.048300351947546005, 0.030081745237112045, -0.08624542504549026, 0.05183391645550728, -0.030624356120824814, -0.024064725264906883, -0.16981928050518036, -0.11440218240022659, 0.05469221621751785, -0.09100019931793213, 0.022524802014231682, 0.00847679190337658, 0.04757270589470863, 0.08248056471347809, -0.06208309531211853, -0.024175181984901428, -0.10222994536161423, 0.007920938543975353, -0.08824242651462555, -0.17623010277748108, -0.04666793718934059, -0.035184506326913834, 0.17016026377677917, -0.20974165201187134, 0.03974667936563492, 0.03937581554055214, 0.16626986861228943, 0.03178523853421211, -0.047790296375751495, 0.01068492978811264, 0.03153890371322632, -0.01304266694933176, -0.08228759467601776, 0.02982271835207939, -0.021977365016937256, -0.06407856196165085, -0.008928759954869747, -0.1683901995420456, 0.04219575971364975, 0.08550688624382019, 0.09519007056951523, -0.08476144820451736, -0.012107939459383488, -0.052536290138959885, -0.031125763431191444, -0.07786398380994797, -0.005277654156088829, 0.11077851802110672, 0.02007978968322277, 0.13324157893657684, -0.08322927355766296, -0.08018618077039719, 0.01290334016084671, -0.005950856488198042, -0.04229462146759033, 0.08376023173332214, 0.051645949482917786, -0.11131357401609421, 0.1097034141421318, 0.13520535826683044, -0.011290264315903187, 0.12000545114278793, -0.04777246713638306, -0.10741554945707321, -0.028051376342773438, 0.047126997262239456, 0.011386018246412277, 0.10813277959823608, -0.08791224658489227, 0.011813699267804623, 0.04095885530114174, 0.009192314930260181, 0.015209658071398735, -0.16920271515846252, -0.00251860567368567, 0.023508146405220032, -0.057916972786188126, 0.01562452781945467, -0.012003954499959946, 0.0418555773794651, 0.08962185680866241, 0.018262501806020737, 0.013074615970253944, 0.015500597655773163, -0.009770154021680355, -0.09136725217103958, 0.15803155303001404, -0.1204359233379364, -0.22407466173171997, -0.12109313905239105, 0.05876464024186134, -0.019371962174773216, -0.022565942257642746, 0.023292841389775276, -0.10210537910461426, -0.06581982970237732, -0.09825507551431656, -0.00810285098850727, -0.026224380359053612, -0.01751013658940792, 0.07018157839775085, 0.04210209101438522, 0.07705206423997879, -0.12440455704927444, 0.013518674299120903, -0.002115877578034997, -0.08614400029182434, -0.0033499239943921566, 0.04542084410786629, 0.07768013328313828, 0.12144428491592407, -0.042767494916915894, 0.015332646667957306, -0.03828435763716698, 0.16463710367679596, -0.08466464281082153, 0.016547543928027153, 0.1444103717803955, -0.011894765309989452, 0.06642835587263107, 0.11622550338506699, 0.013397370465099812, -0.06400684267282486, 0.01355986949056387, 0.05506279692053795, -0.02010573074221611, -0.28144678473472595, -0.059560973197221756, -0.029172901064157486, -0.02337627299129963, 0.0988130196928978, 0.06288189440965652, 0.04070359095931053, 0.043590810149908066, -0.05848868191242218, 0.019890712574124336, 0.02795391157269478, 0.09344874322414398, 0.10758597403764725, 0.012012150138616562, 0.07886947691440582, -0.043959930539131165, -0.019300613552331924, 0.07133068144321442, 0.03928106278181076, 0.20514589548110962, -0.0060166362673044205, 0.12942573428153992, 0.02676183357834816, 0.1675204336643219, -0.018628187477588654, 0.02098294533789158, 0.02429707534611225, 0.014468382112681866, 0.008377918042242527, -0.0763762891292572, -0.0065982649102807045, 0.05959504842758179, -0.008774989284574986, 0.015265234746038914, -0.07917410135269165, 0.04197381064295769, 0.019434934481978416, 0.20934467017650604, 0.06312385946512222, -0.26918312907218933, -0.0672059878706932, 0.034216348081827164, -0.03202952444553375, -0.05301308259367943, -0.004132666625082493, 0.10284449905157089, -0.14254342019557953, 0.09097476303577423, -0.055951230227947235, 0.08591573685407639, -0.02056773006916046, -0.021970635280013084, 0.017375964671373367, 0.06680987775325775, 0.02003210410475731, 0.09890536963939667, -0.18864673376083374, 0.20133498311042786, 0.011655106209218502, 0.09034492075443268, -0.06507264822721481, 0.051737114787101746, -0.005841764621436596, 0.09616419672966003, 0.13934442400932312, -0.0060678208246827126, -0.0506056472659111, -0.15230800211429596, -0.11981764435768127, -0.001510042231529951, 0.11538347601890564, -0.045106224715709686, 0.07724568992853165, -0.042861323803663254, -0.020874911919236183, 0.03328380361199379, -0.0732758566737175, -0.1591912806034088, -0.14310882985591888, 0.057222384959459305, 0.0017398232594132423, -0.009714467450976372, -0.09015967696905136, -0.10800192505121231, -0.05928884819149971, 0.20253291726112366, -0.04796823114156723, -0.057547543197870255, -0.1331317126750946, 0.06952481716871262, 0.1391388326883316, -0.06316366791725159, 0.023720433935523033, 0.0006525806384161115, 0.17630861699581146, -0.005889611784368753, -0.06654153764247894, 0.03226621076464653, -0.0670938640832901, -0.21495962142944336, -0.043409429490566254, 0.17966720461845398, 0.030878456309437752, 0.05460461229085922, 0.02465071901679039, 0.02938918210566044, 0.03519667685031891, -0.07962282001972198, 0.019526567310094833, 0.10901641845703125, 0.08689860999584198, 0.04293452948331833, -0.07762959599494934, -0.04509107396006584, -0.051019538193941116, -0.03595892712473869, 0.13001708686351776, 0.21816518902778625, -0.09233473241329193, 0.15348641574382782, 0.06065741553902626, -0.09569109976291656, -0.17751258611679077, 0.020661942660808563, 0.09902501106262207, 0.004604219924658537, 0.0627373605966568, -0.15621855854988098, 0.06390166282653809, 0.08894632011651993, -0.037982478737831116, 0.00305138505063951, -0.3140888214111328, -0.13447542488574982, 0.0730174109339714, 0.08404941111803055, -0.03074655495584011, -0.1400686353445053, -0.053746748715639114, -0.015629718080163002, -0.13912931084632874, 0.14899279177188873, -0.06556656956672668, 0.07500547170639038, -0.009623180143535137, 0.0532013475894928, 0.029669422656297684, -0.03882553055882454, 0.16011404991149902, -0.0018943347968161106, 0.026956472545862198, -0.05854937806725502, 0.024559013545513153, 0.1207047700881958, -0.07389669865369797, 0.09181948006153107, -0.018405836075544357, 0.05132465809583664, -0.13901782035827637, -0.025577910244464874, -0.058830875903367996, 0.06371919065713882, -0.060749784111976624, -0.040336597710847855, -0.05971711128950119, 0.056181732565164566, 0.06835716962814331, -0.030449122190475464, 0.10897085070610046, 0.030812693759799004, 0.10845788568258286, 0.12655507028102875, 0.11100178211927414, 0.02181989513337612, -0.07074376195669174, -0.009179836139082909, -0.03281773626804352, 0.05163390934467316, -0.11507757753133774, 0.04663599282503128, 0.10637044161558151, 0.027196871116757393, 0.13146844506263733, 0.009201480075716972, -0.08516746014356613, 0.0029229724314063787, 0.042397405952215195, -0.10244778543710709, -0.15678510069847107, -0.010431758128106594, 0.0416690893471241, -0.11967268586158752, 0.013137992471456528, 0.11342014372348785, -0.07206755131483078, -0.037607189267873764, -0.008929876610636711, 0.05297781527042389, 0.0026630370412021875, 0.14363908767700195, 0.02958591654896736, 0.07450456917285919, -0.07359759509563446, 0.12833991646766663, 0.11121399700641632, -0.12541820108890533, 0.059233829379081726, 0.10971130430698395, -0.08233848214149475, -0.03240203112363815, 0.06768079102039337, 0.11505047231912613, -0.005836098454892635, -0.057444874197244644, -0.06359133124351501, -0.09076355397701263, 0.056810181587934494, 0.11776057630777359, 0.03574354946613312, -0.0016749490750953555, -0.002322128741070628, 0.02200201153755188, -0.14727140963077545, 0.11631911993026733, 0.04852680489420891, 0.06233508512377739, -0.14166422188282013, 0.08945875614881516, 0.02244339883327484, 0.05367213860154152, -0.015883155167102814, 0.016634663566946983, -0.052191510796546936, -0.028158409520983696, -0.09747225791215897, 0.017156369984149933, -0.03853394836187363, -0.003059457056224346, -0.02598506398499012, -0.07277048379182816, -0.023604989051818848, 0.0536656491458416, -0.06273376941680908, -0.05994606763124466, -0.027873529121279716, 0.06002073362469673, -0.158580020070076, -0.023614060133695602, 0.03869692608714104, -0.09216374903917313, 0.08627243340015411, 0.027624586597085, 0.023858506232500076, 0.032920897006988525, -0.10730375349521637, 0.0015626471722498536, 0.03602169454097748, 0.0455978624522686, 0.03959187492728233, -0.12335652858018875, -0.00014735064178239554, -0.00917147845029831, 0.010094588622450829, 0.025481194257736206, 0.06783059239387512, -0.11919178068637848, -0.03717375919222832, -0.0724872425198555, -0.06574273854494095, -0.05018967017531395, 0.06417255848646164, 0.07960011065006256, -0.0022420163732022047, 0.12418101727962494, -0.07539991289377213, 0.07369229197502136, -0.20061063766479492, -0.023900127038359642, -0.014105352573096752, -0.014990411698818207, -0.07771366834640503, -0.013131688348948956, 0.07186436653137207, -0.048905204981565475, 0.10508116334676743, -0.013122045435011387, 0.10006469488143921, 0.057837363332509995, -0.037292297929525375, -0.016352275386452675, 0.02344319596886635, 0.14646250009536743, 0.06194513663649559, -0.014392676763236523, 0.057377737015485764, -0.04966897889971733, 0.04715055972337723, -0.03219085931777954, 0.1478603482246399, 0.14697396755218506, -0.018529508262872696, 0.05343553423881531, 0.06605184823274612, -0.09983859211206436, -0.17110766470432281, 0.10577156394720078, -0.04819810763001442, 0.08860436081886292, -0.04975447431206703, 0.13175298273563385, 0.13080136477947235, -0.17910023033618927, 0.04787471890449524, -0.0481877475976944, -0.09648462384939194, -0.11964817345142365, -0.08686953037977219, -0.09323927760124207, -0.11358548700809479, 0.01689518615603447, -0.11327528208494186, 0.04921739920973778, 0.05330924317240715, 0.019961291924118996, 0.006665986031293869, 0.14556635916233063, -0.021654171869158745, 0.0026434180326759815, 0.043448306620121, 0.034714967012405396, 0.036723535507917404, -0.05010076239705086, -0.03721975162625313, 0.061628248542547226, 0.03367877006530762, 0.06999813765287399, -0.01198273804038763, 0.026279881596565247, 0.028415082022547722, -0.012281134724617004, -0.08102042227983475, 0.028029076755046844, 0.012995277531445026, 0.04643424227833748, 0.058140285313129425, 0.03932850435376167, 0.015511749312281609, -0.03912034630775452, 0.24267476797103882, -0.047604307532310486, -0.08154034614562988, -0.12716716527938843, 0.1600520759820938, 0.0331413634121418, -0.006444115657359362, 0.08114536851644516, -0.10252640396356583, -0.022516045719385147, 0.13388395309448242, 0.1232910305261612, 0.0035740688908845186, -0.00745004927739501, -0.012242157943546772, -0.010634479112923145, -0.040129680186510086, 0.0824958086013794, 0.10209017246961594, 0.06336018443107605, -0.06917516887187958, -0.002777060493826866, 0.008275460451841354, -0.025763770565390587, -0.09965534508228302, 0.07881205528974533, -0.01318200770765543, 0.017153071239590645, -0.021304693073034286, 0.08286463469266891, 0.04116221144795418, -0.18223315477371216, 0.0389094203710556, -0.1886192411184311, -0.17625072598457336, 0.003016348462551832, 0.11412128061056137, -0.03548140823841095, 0.01827039197087288, 0.008045070804655552, -0.016528679057955742, 0.1392243504524231, 0.003652538638561964, -0.06085362657904625, -0.06399548053741455, 0.08643056452274323, -0.09623287618160248, 0.23612111806869507, 0.0112201739102602, 0.07745829224586487, 0.08612433820962906, -0.012663455680012703, -0.14152023196220398, 0.01899261213839054, 0.08496333658695221, -0.01897972635924816, 0.03219393640756607, 0.18313360214233398, -0.03881211578845978, 0.09317608177661896, 0.05638809874653816, -0.1304846704006195, -0.022247375920414925, -0.04106413200497627, -0.03298940509557724, -0.0532059371471405, 0.04321121424436569, -0.06492598354816437, 0.14271904528141022, 0.15884381532669067, -0.04791759327054024, 0.0035275279078632593, -0.06995499134063721, 0.03325886279344559, 0.03681951016187668, 0.0834273099899292, 0.021335091441869736, -0.18932557106018066, 0.023175502195954323, 0.018222525715827942, 0.07187186181545258, -0.21581782400608063, -0.09160512685775757, 0.03760595992207527, -0.036135535687208176, -0.1032153069972992, 0.09890305250883102, 0.060498837381601334, 0.011269046925008297, -0.03172656148672104, -0.1519942283630371, -0.03798561915755272, 0.13352984189987183, -0.14996576309204102, -0.021420935168862343 ]

[ "peft", "safetensors", "arxiv:1910.09700", "base_model:roberta-large", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\n\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact", "### Framework versions\n\n- PEFT 0.7.1" ]

[ "TAGS\n#peft #safetensors #arxiv-1910.09700 #base_model-roberta-large #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\n\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact", "### Framework versions\n\n- PEFT 0.7.1" ]

[ 33, 6, 3, 54, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4, 11 ]

[ "passage: TAGS\n#peft #safetensors #arxiv-1910.09700 #base_model-roberta-large #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\n\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact### Framework versions\n\n- PEFT 0.7.1" ]

[ -0.09896444529294968, 0.1881946325302124, -0.0035419671330600977, 0.03805875778198242, 0.09151192754507065, 0.01706560328602791, 0.051380228251218796, 0.11999709904193878, -0.04754601791501045, 0.10535720735788345, 0.0619724839925766, 0.10883621126413345, 0.09682010859251022, 0.19450393319129944, 0.0009168495889753103, -0.19384731352329254, 0.027962196618318558, -0.09735248237848282, -0.005460784304887056, 0.12281803041696548, 0.15405716001987457, -0.09662023931741714, 0.08076824247837067, -0.0202090535312891, -0.013738947920501232, -0.0396062508225441, -0.07281816750764847, -0.03835516422986984, 0.03887179121375084, 0.050776075571775436, 0.05785862356424332, -0.008552519604563713, 0.0810157060623169, -0.26860523223876953, 0.01821180246770382, 0.04275667294859886, -0.00872363243252039, 0.08506535738706589, 0.10233199596405029, -0.04204792156815529, 0.11242251098155975, -0.035033632069826126, 0.14004026353359222, 0.07442409545183182, -0.09199730306863785, -0.1912200003862381, -0.07665415108203888, 0.07881360501050949, 0.17031410336494446, 0.08117546886205673, -0.046410538256168365, 0.14914484322071075, -0.11343413591384888, 0.013908088207244873, 0.038267213851213455, -0.0519256591796875, -0.0771661102771759, 0.044621240347623825, 0.1078316941857338, 0.051934901624917984, -0.1412407010793686, -0.03407742828130722, 0.023600032553076744, 0.03594004735350609, 0.08131683617830276, 0.02039499394595623, 0.13591206073760986, 0.031936634331941605, -0.14662644267082214, -0.03831804543733597, 0.13378477096557617, 0.039393823593854904, -0.03889686241745949, -0.22892409563064575, 0.012996029108762741, -0.06919935345649719, -0.023220781236886978, -0.05272316932678223, 0.03564528748393059, -0.004523949697613716, 0.0844552293419838, -0.021761981770396233, -0.091419517993927, -0.01898377388715744, 0.08866948634386063, 0.047479208558797836, 0.027919147163629532, -0.03129473328590393, -0.0049727968871593475, 0.12226798385381699, 0.059348687529563904, -0.12596839666366577, -0.058728836476802826, -0.06918057054281235, -0.04547446593642235, -0.05551610887050629, 0.03051902912557125, 0.04141088202595711, 0.059915877878665924, 0.24076880514621735, -0.017130238935351372, 0.04463893920183182, 0.05539901182055473, 0.018869416788220406, 0.052948303520679474, 0.08449665457010269, -0.06611726433038712, -0.1390007734298706, -0.024164844304323196, 0.0928020104765892, -0.013377425260841846, -0.015218344517052174, -0.03866337612271309, 0.04179307073354721, 0.04686276242136955, 0.0983479768037796, 0.09951672703027725, -0.00351337855681777, -0.08079653233289719, -0.050578098744153976, 0.21210139989852905, -0.14701272547245026, 0.038421228528022766, 0.015573941171169281, -0.022867340594530106, -0.05019278824329376, 0.004654899705201387, 0.017106395214796066, -0.024567874148488045, 0.09553297609090805, -0.0727199912071228, -0.03151789680123329, -0.11870735883712769, -0.01353287324309349, 0.03948057070374489, 0.019541196525096893, -0.018094608560204506, -0.02499130368232727, -0.06228043884038925, -0.09405845403671265, 0.09891011565923691, -0.07538498193025589, -0.06804346293210983, -0.03576255589723587, -0.09557653218507767, 0.01920204609632492, 0.020573744550347328, 0.12434475123882294, -0.025501489639282227, 0.04043995589017868, -0.021496394649147987, 0.052362650632858276, 0.08001527190208435, 0.03843836113810539, -0.07103535532951355, 0.05750366672873497, -0.1857277899980545, 0.09323284775018692, -0.08026932179927826, 0.02488110214471817, -0.15059851109981537, -0.014314982108771801, 0.011947032064199448, 0.019527947530150414, 0.02877768874168396, 0.14298710227012634, -0.20392416417598724, -0.016294175758957863, 0.16156871616840363, -0.09910936653614044, -0.1213429793715477, 0.045069240033626556, -0.06337979435920715, 0.16190411150455475, 0.027081187814474106, -0.021635303273797035, 0.08131027966737747, -0.1626145839691162, -0.03452383726835251, -0.03167551010847092, -0.006292210426181555, 0.11003190279006958, 0.08908040076494217, -0.07592634856700897, 0.04289728030562401, 0.016917938366532326, -0.03669922426342964, -0.03136105835437775, -0.055316291749477386, -0.11523684114217758, 0.002676992677152157, -0.08682867139577866, 0.0291250329464674, -0.010374766774475574, -0.0687236487865448, -0.016079412773251534, -0.16497662663459778, -0.01957101561129093, 0.08119465410709381, 0.018444228917360306, -0.019467318430542946, -0.08865047246217728, 0.02688831277191639, -0.014397204853594303, -0.03147931024432182, -0.15262287855148315, -0.03847183659672737, 0.018624039366841316, -0.1402742564678192, 0.014973136596381664, -0.114729143679142, 0.05699603259563446, 0.013573309406638145, -0.07388623803853989, -0.025233779102563858, -0.016291948035359383, 0.01522413082420826, -0.048134345561265945, -0.23786284029483795, -0.012242244556546211, -0.051608502864837646, 0.13701114058494568, -0.21974092721939087, 0.039398759603500366, 0.04547351226210594, 0.12497180700302124, 0.0005889800959266722, -0.062278863042593, 0.02406139299273491, -0.06759078800678253, -0.02257390134036541, -0.06337815523147583, -0.006482113618403673, -0.008413092233240604, -0.043678633868694305, 0.026049774140119553, -0.11485303193330765, -0.04715939611196518, 0.10509221255779266, 0.05993834137916565, -0.1746361255645752, -0.029972689226269722, -0.03955461457371712, -0.0761203020811081, -0.09408598393201828, -0.06076909601688385, 0.09914212673902512, 0.04447232186794281, 0.030748846009373665, -0.07626411318778992, -0.075473353266716, 0.008808632381260395, -0.02673128992319107, -0.027149081230163574, 0.11196140199899673, 0.06035270541906357, -0.11624432355165482, 0.104511559009552, 0.06933120638132095, 0.02196112461388111, 0.08847356587648392, -0.023032788187265396, -0.11498743295669556, -0.036613259464502335, 0.04313883185386658, 0.010810162872076035, 0.15606869757175446, -0.07659313082695007, 0.05908598378300667, 0.043844517320394516, -0.021043764427304268, 0.05470522493124008, -0.0953235998749733, 0.00901209469884634, -0.0005639511509798467, -0.01037981640547514, 0.008097779005765915, -0.023116933181881905, 0.018100889399647713, 0.08140625059604645, 0.04598579183220863, 0.03995777294039726, 0.04269534721970558, -0.03245224058628082, -0.12473009526729584, 0.18240025639533997, -0.09929477423429489, -0.22803159058094025, -0.1614147126674652, 0.04477114602923393, 0.05315586179494858, -0.018623508512973785, 0.022185293957591057, -0.04690268263220787, -0.0980154275894165, -0.07743428647518158, -0.0005170009681023657, 0.03655014932155609, -0.06943273544311523, -0.08138375729322433, 0.06251231580972672, 0.04644317924976349, -0.11671558767557144, 0.037596434354782104, 0.057739660143852234, -0.020283175632357597, 0.007326644379645586, 0.06727281212806702, 0.08267299085855484, 0.16129659116268158, -0.007562638260424137, -0.009340960532426834, 0.05145012587308884, 0.27295222878456116, -0.15812426805496216, 0.09935618937015533, 0.11586343497037888, -0.06768976151943207, 0.07980622351169586, 0.19015249609947205, 0.03259748965501785, -0.10467139631509781, 0.04156738892197609, 0.03406500816345215, -0.02411731146275997, -0.27406924962997437, -0.052544839680194855, -0.010088108479976654, -0.1055486872792244, 0.07510029524564743, 0.08252058923244476, 0.09222845733165741, 0.04216017201542854, -0.06434934586286545, -0.09234186261892319, 0.03445134684443474, 0.09184163063764572, -0.02407473884522915, 0.007655975874513388, 0.08361183106899261, -0.019663125276565552, 0.008952987380325794, 0.09726190567016602, -0.01524876244366169, 0.18633654713630676, 0.04322459176182747, 0.10087430477142334, 0.08838371932506561, 0.09496665745973587, -0.008314160630106926, 0.022748271003365517, 0.02177797630429268, 0.020340634509921074, 0.009705841541290283, -0.08187509328126907, 0.041083067655563354, 0.11112099140882492, 0.04832866042852402, 0.026326755061745644, 0.01456495001912117, -0.05332721024751663, 0.05389726161956787, 0.17610283195972443, 0.0034610526636242867, -0.1943487524986267, -0.07051581889390945, 0.05986882373690605, -0.07978709042072296, -0.13625743985176086, -0.017544226720929146, 0.03362932428717613, -0.17250272631645203, 0.009649180807173252, -0.0444009006023407, 0.10167442262172699, -0.07514863461256027, -0.038660526275634766, 0.08690602332353592, 0.06779762357473373, -0.022987060248851776, 0.06931766867637634, -0.1966041922569275, 0.13357248902320862, 0.020951541140675545, 0.07744097709655762, -0.09030718356370926, 0.10105966031551361, 0.0040451823733747005, -0.022251954302191734, 0.16555923223495483, 0.0036442854907363653, -0.05676908791065216, -0.05328072980046272, -0.10407291352748871, -0.01598779298365116, 0.0973820611834526, -0.12643982470035553, 0.06547439843416214, -0.009648566134274006, -0.02276584878563881, 0.01025782898068428, -0.07383958250284195, -0.13023149967193604, -0.17509375512599945, 0.0548822358250618, -0.1160677969455719, 0.04811032861471176, -0.09186876565217972, -0.068011075258255, -0.005166748072952032, 0.17451778054237366, -0.1752021163702011, -0.08150114864110947, -0.1384800225496292, -0.09210993349552155, 0.17059794068336487, -0.041471462696790695, 0.08016833662986755, 0.014675737358629704, 0.15955111384391785, 0.021670779213309288, 0.00940875243395567, 0.10004344582557678, -0.08817942440509796, -0.1930960863828659, -0.05956793949007988, 0.1512318104505539, 0.15455472469329834, 0.03941095992922783, -0.01408605556935072, 0.022165006026625633, -0.055339641869068146, -0.11483687162399292, 0.01874101534485817, 0.14214813709259033, 0.1047779843211174, -0.002638292033225298, -0.03073803521692753, -0.11039508879184723, -0.06909790635108948, -0.06959351152181625, 0.00020704334019683301, 0.19477148354053497, -0.06756144762039185, 0.16038541495800018, 0.11950500309467316, -0.06033081188797951, -0.20794913172721863, 0.0490303710103035, 0.0606050007045269, 0.011519500985741615, 0.05175028368830681, -0.1853865683078766, 0.09408479183912277, 0.010439603589475155, -0.06940113008022308, 0.15056975185871124, -0.1470557302236557, -0.15130117535591125, 0.09967636317014694, 0.036675821989774704, -0.2339908629655838, -0.12418299168348312, -0.09765130281448364, -0.01711909845471382, -0.10950478166341782, 0.07981002330780029, -0.0014124249573796988, 0.012958590872585773, 0.03401041403412819, 0.023484908044338226, 0.024298060685396194, -0.05062901973724365, 0.20355777442455292, -0.014528642408549786, 0.020742248743772507, -0.051617786288261414, -0.09564762562513351, 0.040339432656764984, -0.0465719997882843, 0.09074142575263977, 0.001656452426686883, 0.023453891277313232, -0.12742143869400024, -0.046279177069664, -0.06856310367584229, 0.02919393591582775, -0.09955849498510361, -0.0899292603135109, -0.0490281917154789, 0.10308757424354553, 0.10109534114599228, -0.03765398636460304, 0.008170321583747864, -0.08139464259147644, 0.060420285910367966, 0.20638367533683777, 0.18910691142082214, 0.07249125838279724, -0.06807232648134232, 0.013425283133983612, -0.031034424901008606, 0.04451765492558479, -0.21415190398693085, 0.0471327006816864, 0.04519494250416756, 0.017770133912563324, 0.09474408626556396, -0.01541385892778635, -0.14492934942245483, -0.06854646652936935, 0.07454410195350647, -0.04150008410215378, -0.15198896825313568, -0.025948457419872284, 0.031053908169269562, -0.21093079447746277, -0.05277370288968086, 0.011334454640746117, -0.015327959321439266, -0.04171855375170708, 0.02000582590699196, 0.08639207482337952, -0.01945056952536106, 0.1174088716506958, 0.08500828593969345, 0.09122434258460999, -0.10154756903648376, 0.0781935602426529, 0.07039409875869751, -0.05801887437701225, 0.025251246988773346, 0.09231331944465637, -0.043416015803813934, -0.0358210951089859, 0.09578175842761993, 0.0798838660120964, 0.03401404991745949, -0.05036670342087746, 0.008043931797146797, -0.04785831272602081, 0.06535322219133377, 0.11127067357301712, 0.037905704230070114, 0.0026515284553170204, 0.0565420500934124, 0.03366346284747124, -0.09408780187368393, 0.10980924218893051, 0.06731833517551422, 0.02266821637749672, -0.04306461289525032, -0.030315343290567398, -0.006429051514714956, -0.015673188492655754, -0.017047714442014694, -0.004933672957122326, -0.0899953842163086, -0.010890808887779713, -0.10663022845983505, 0.043333835899829865, -0.0833614245057106, 0.01075934711843729, 0.022676967084407806, -0.049573320895433426, 0.0035416928585618734, 0.007164312992244959, -0.07513610273599625, -0.050124917179346085, -0.0090091023594141, 0.1026080995798111, -0.12693989276885986, 0.03325539082288742, 0.08448127657175064, -0.10486207902431488, 0.07009446620941162, 0.0026327173691242933, 0.005538078490644693, 0.017090728506445885, -0.170931875705719, 0.06340444087982178, -0.026763297617435455, -0.013617911376059055, 0.016442270949482918, -0.221026211977005, -0.014789655804634094, -0.03942292928695679, -0.039799656718969345, 0.014323189854621887, -0.03596676513552666, -0.1283462941646576, 0.09385928511619568, 0.0026067544240504503, -0.07843321561813354, -0.021195339038968086, 0.034454260021448135, 0.10422701388597488, -0.02769840508699417, 0.14040446281433105, -0.02309172786772251, 0.07153370976448059, -0.16860996186733246, -0.0019762192387133837, -0.012023157440125942, 0.042495403438806534, -0.017017807811498642, -0.018477817997336388, 0.05701553449034691, -0.02112196758389473, 0.19716735184192657, -0.027367249131202698, 0.05605952814221382, 0.054788652807474136, 0.016444524750113487, 0.002667204709723592, 0.0899142399430275, 0.06592325866222382, -0.012702465988695621, -0.000427954422775656, 0.035035938024520874, -0.007979288697242737, -0.0471590980887413, -0.15301750600337982, 0.06404910236597061, 0.16377852857112885, 0.044952765107154846, 0.011802326887845993, 0.037818122655153275, -0.111121267080307, -0.07441898435354233, 0.1375262290239334, -0.0014437532518059015, -0.043076734989881516, -0.07925235480070114, 0.1688370704650879, 0.12265404313802719, -0.20135265588760376, 0.08500572293996811, -0.0657074972987175, -0.06308697909116745, -0.11895566433668137, -0.1632184386253357, -0.06473814696073532, -0.04271459951996803, -0.013586189597845078, -0.06517715752124786, 0.06157338619232178, 0.07351984828710556, 0.00036683579673990607, -0.020337827503681183, 0.09926465153694153, 0.0043596988543868065, -0.022997576743364334, 0.03844921290874481, 0.05793125554919243, 0.026098502799868584, -0.10444224625825882, 0.010629252530634403, -0.004237700253725052, 0.023931419476866722, 0.06320682168006897, 0.012317142449319363, -0.046817317605018616, -0.0017315770965069532, -0.026978474110364914, -0.11198656260967255, 0.04307097569108009, -0.019319448620080948, -0.035342562943696976, 0.14277227222919464, 0.026772676035761833, 0.006534114480018616, -0.02134145237505436, 0.2417919635772705, -0.07760169357061386, -0.08445887267589569, -0.16353747248649597, 0.049042947590351105, -0.06477624177932739, 0.03352013975381851, 0.039391521364450455, -0.11270163953304291, 0.023817287757992744, 0.15531662106513977, 0.13699515163898468, -0.0029540834948420525, 0.010447903536260128, 0.05037539824843407, -0.0004897093749605119, -0.03543763980269432, 0.01548055000603199, 0.04527382552623749, 0.12459943443536758, -0.07024470716714859, 0.06935828924179077, -0.012696349993348122, -0.07656092196702957, -0.008593245409429073, 0.11016709357500076, -0.0043255239725112915, 0.0061134351417422295, -0.07563219219446182, 0.144125297665596, -0.08491379767656326, -0.22922898828983307, 0.053661759942770004, -0.06523767113685608, -0.15241222083568573, -0.04205322265625, 0.014313560910522938, -0.016968928277492523, 0.018608225509524345, 0.08306742459535599, -0.04519940912723541, 0.16747915744781494, 0.043587133288383484, -0.05520226061344147, -0.07758215069770813, 0.06505826115608215, -0.1203371062874794, 0.2832748591899872, 0.0215319711714983, 0.0575735867023468, 0.1044294461607933, -0.018215518444776535, -0.13234369456768036, 0.018076732754707336, 0.10000306367874146, -0.07010573893785477, 0.06785611063241959, 0.18162044882774353, -0.00479411706328392, 0.12953120470046997, 0.05608242750167847, -0.051797837018966675, 0.039380304515361786, -0.10395403206348419, -0.05619050934910774, -0.11270355433225632, 0.07966900616884232, -0.07928331941366196, 0.16415999829769135, 0.1339094042778015, -0.0664527416229248, -0.003846515202894807, -0.01931835152208805, 0.08382593095302582, -0.0016159769147634506, 0.10785914957523346, 0.004445657599717379, -0.20217503607273102, 0.0326119139790535, 0.03831580653786659, 0.10603252053260803, -0.2073487490415573, -0.06626467406749725, 0.0579356774687767, -0.026606634259223938, -0.06906688958406448, 0.11075547337532043, 0.047656476497650146, 0.0327145978808403, -0.03968612477183342, -0.04837837070226669, -0.004758754745125771, 0.14426667988300323, -0.10770446062088013, -0.009192108176648617 ]

[ "transformers", "gguf", "llama", "text-generation-inference", "unsloth", "en", "base_model:unsloth/tinyllama-bnb-4bit", "license:apache-2.0", "endpoints_compatible", "region:us" ]

[]

[ "en" ]

[ "# Uploaded model\n\n- Developed by: Antonini01\n- License: apache-2.0\n- Finetuned from model : unsloth/tinyllama-bnb-4bit\n\nThis llama model was trained 2x faster with Unsloth and Huggingface's TRL library.\n\n<img src=\"URL width=\"200\"/>" ]

[ "TAGS\n#transformers #gguf #llama #text-generation-inference #unsloth #en #base_model-unsloth/tinyllama-bnb-4bit #license-apache-2.0 #endpoints_compatible #region-us \n", "# Uploaded model\n\n- Developed by: Antonini01\n- License: apache-2.0\n- Finetuned from model : unsloth/tinyllama-bnb-4bit\n\nThis llama model was trained 2x faster with Unsloth and Huggingface's TRL library.\n\n<img src=\"URL width=\"200\"/>" ]

[ 63, 77 ]

[ "passage: TAGS\n#transformers #gguf #llama #text-generation-inference #unsloth #en #base_model-unsloth/tinyllama-bnb-4bit #license-apache-2.0 #endpoints_compatible #region-us \n# Uploaded model\n\n- Developed by: Antonini01\n- License: apache-2.0\n- Finetuned from model : unsloth/tinyllama-bnb-4bit\n\nThis llama model was trained 2x faster with Unsloth and Huggingface's TRL library.\n\n<img src=\"URL width=\"200\"/>" ]

[ -0.05492590367794037, 0.08764561265707016, -0.0028652676846832037, 0.10722774267196655, 0.054792601615190506, 0.024957338348031044, 0.09015174955129623, 0.14659427106380463, -0.05974255129694939, -0.015910275280475616, 0.11369354277849197, 0.10981828719377518, 0.0359683483839035, -0.028906604275107384, 0.02916170097887516, -0.17168810963630676, 0.09279537945985794, -0.016209619119763374, -0.12996697425842285, 0.038915373384952545, 0.06824062764644623, -0.014759363606572151, 0.0884498730301857, -0.037856072187423706, -0.057246048003435135, 0.026881488040089607, -0.042817842215299606, -0.026210326701402664, 0.00022817033459432423, 0.08425190299749374, -0.03103802539408207, 0.02324780449271202, 0.035543061792850494, -0.1278315633535385, 0.030413875356316566, 0.03877810761332512, 0.0053810132667422295, 0.05319469794631004, -0.020798001438379288, 0.08351502567529678, 0.17875385284423828, 0.0026425744872540236, -0.09865488857030869, 0.04655865579843521, -0.019268829375505447, -0.14006060361862183, -0.032417166978120804, 0.1284341663122177, 0.002903769025579095, 0.05291580408811569, 0.03090561181306839, 0.0649271234869957, -0.06778952479362488, 0.022265566512942314, 0.152419775724411, -0.2760162651538849, -0.08637160062789917, 0.11634735018014908, 0.033787600696086884, 0.04179895669221878, -0.03478109464049339, 0.04595566540956497, 0.0583592914044857, 0.00010970504081342369, 0.026657475158572197, -0.06379736214876175, -0.12288013845682144, 0.06449440121650696, -0.09445217251777649, 0.0019607406575232744, 0.17123405635356903, 0.06639847159385681, -0.04161514714360237, 0.013708708807826042, -0.0981740802526474, 0.021969711408019066, -0.07385425269603729, 0.05727342143654823, 0.0771690160036087, 0.09686508774757385, -0.005583425518125296, -0.10591655969619751, -0.060977235436439514, -0.031960755586624146, -0.10675396770238876, 0.0840388834476471, 0.0685701072216034, 0.10973349213600159, -0.038313306868076324, 0.05901557207107544, -0.00024416917585767806, -0.13149435818195343, -0.054024916142225266, -0.034437887370586395, 0.1280772089958191, 0.10845224559307098, -0.05488397553563118, 0.09430687129497528, 0.1729685217142105, 0.17175330221652985, 0.15892605483531952, 0.040628232061862946, 0.02839040383696556, 0.0442647710442543, -0.07952246814966202, 0.039973121136426926, -0.16537435352802277, -0.046776849776506424, 0.12927809357643127, 0.07246983051300049, 0.07703713327646255, -0.0030555559787899256, -0.09760114550590515, -0.04646532982587814, -0.04098908603191376, 0.048534974455833435, 0.07651543617248535, 0.0748579353094101, 0.008533047512173653, -0.0554477795958519, -0.02338295243680477, -0.09362829476594925, -0.04447917267680168, -0.03768742457032204, -0.07444427907466888, 0.17025773227214813, 0.0733134001493454, -0.005144547205418348, -0.052370596677064896, -0.11974326521158218, -0.0712968111038208, -0.043454062193632126, -0.025937285274267197, 0.011527080088853836, 0.06768292933702469, -0.07808586210012436, 0.02614482492208481, -0.1464722603559494, -0.23009702563285828, 0.04898952692747116, 0.15213985741138458, -0.04809406399726868, -0.06055617332458496, -0.02567417547106743, -0.044018425047397614, 0.038131605833768845, -0.05389028415083885, 0.033277906477451324, -0.08543321490287781, 0.04459155723452568, -0.012328092008829117, 0.09212696552276611, -0.1476910412311554, 0.028108980506658554, -0.09188155084848404, 0.043775223195552826, -0.011030923575162888, 0.0687418207526207, -0.062469482421875, 0.1276804506778717, -0.10633885115385056, 0.027866899967193604, -0.0902201235294342, 0.03649191930890083, 0.03592676669359207, 0.13637039065361023, -0.13830327987670898, 0.0034040415193885565, 0.14296410977840424, -0.02672256901860237, -0.1255532056093216, 0.11686432361602783, 0.011222800239920616, 0.09234169125556946, 0.08566348999738693, 0.121760793030262, 0.13570095598697662, -0.07433480769395828, 0.016784487292170525, 0.14358055591583252, 0.020690036937594414, -0.14249549806118011, 0.08525440096855164, 0.04025040566921234, -0.10873993486166, 0.09044811874628067, -0.07429207116365433, 0.13324350118637085, 0.018537642434239388, -0.08108248561620712, -0.12356123328208923, -0.1372963786125183, -0.06330367177724838, -0.00892932340502739, 0.014146510511636734, 0.007764281705021858, -0.07021892070770264, -0.027405861765146255, 0.18373319506645203, -0.06792474538087845, 0.023412134498357773, -0.07211491465568542, 0.0813940167427063, -0.11649242788553238, 0.08464666455984116, -0.05170396715402603, 0.022369103506207466, -0.030658934265375137, -0.05786457285284996, 0.10173222422599792, 0.046486735343933105, 0.05246942862868309, -0.07147885859012604, -0.027283530682325363, 0.0432879738509655, 0.06041185185313225, -0.02806449867784977, -0.044833119958639145, -0.09405174106359482, 0.037491414695978165, 0.011681410484015942, 0.12134620547294617, -0.04411683976650238, 0.03519948571920395, -0.062455255538225174, 0.06443491578102112, -0.04802902042865753, 0.06670959293842316, 0.027327485382556915, -0.09726767241954803, -0.023800551891326904, -0.08637630939483643, 0.0871700569987297, 0.05908037722110748, -0.06056397408246994, 0.07332169264554977, 0.015209618955850601, 0.1420716792345047, 0.17511850595474243, 0.021415552124381065, 0.08152966946363449, 0.05112055316567421, -0.024019183591008186, -0.006255704443901777, 0.05481560528278351, 0.0144069604575634, -0.015792332589626312, -0.012424067594110966, 0.12203506380319595, -0.11743023991584778, -0.0035740663297474384, 0.016616079956293106, -0.07667150348424911, 0.024732815101742744, 0.042933449149131775, 0.14031870663166046, -0.053544871509075165, 0.06456178426742554, 0.2627226710319519, -0.09456171840429306, 0.1235109269618988, -0.07567286491394043, -0.08060315251350403, 0.0018069879151880741, 0.010501897893846035, 0.00006147535896161571, 0.025751985609531403, -0.021775562316179276, 0.04446028172969818, 0.04606381431221962, -0.012224247679114342, 0.06841026246547699, -0.13242951035499573, -0.018995825201272964, -0.006629426963627338, -0.08813463151454926, 0.03737839683890343, 0.039008092135190964, -0.09761913865804672, 0.07327196002006531, -0.007215989287942648, -0.06700047850608826, 0.04342934489250183, 0.04286454617977142, -0.005992185790091753, 0.12397506833076477, -0.06216175854206085, -0.16817529499530792, -0.16841527819633484, -0.04019736871123314, -0.13046005368232727, 0.0002653987903613597, 0.05646910145878792, -0.06955496221780777, -0.05898357182741165, -0.07942696660757065, -0.013320366851985455, 0.018100693821907043, 0.0395636148750782, 0.0667632520198822, 0.04719734936952591, 0.08604218810796738, -0.1132897436618805, -0.00456776050850749, 0.0272013321518898, -0.05941428616642952, -0.03578619658946991, -0.08727216720581055, 0.09321987628936768, 0.11748875677585602, 0.03719897195696831, -0.01880093663930893, 0.08075039833784103, 0.14338883757591248, 0.020971300080418587, 0.05981641262769699, 0.25291022658348083, 0.0748644694685936, 0.07051786780357361, 0.0973392054438591, 0.010456307791173458, -0.07541657984256744, -0.017907558009028435, 0.02810100093483925, -0.06863762438297272, -0.16738927364349365, 0.009658297523856163, -0.09165354073047638, 0.04116581380367279, 0.08402343839406967, 0.07929523289203644, -0.009450452402234077, 0.17841845750808716, -0.044983286410570145, 0.13019956648349762, -0.028558121994137764, 0.043952398002147675, 0.16853006184101105, 0.0130641283467412, 0.08232977241277695, -0.13970381021499634, -0.03375304117798805, 0.1506810486316681, 0.1002882793545723, 0.10437332093715668, 0.00031917355954647064, 0.04179723933339119, 0.044432565569877625, 0.16440723836421967, 0.0056100753135979176, 0.08881830424070358, -0.03999141603708267, -0.016122594475746155, -0.07224815338850021, -0.05560828000307083, -0.06765874475240707, 0.05311357229948044, -0.09463360905647278, -0.052341051399707794, 0.021243762224912643, 0.07406502962112427, 0.06101993843913078, 0.22164767980575562, 0.050491899251937866, -0.23318380117416382, -0.04496818035840988, 0.07331632077693939, 0.003744962392374873, -0.03896873816847801, 0.07591430097818375, -0.010418344289064407, 0.007914264686405659, 0.04619518667459488, -0.02040855772793293, 0.1280902922153473, 0.02027835324406624, 0.03458999842405319, 0.005598714109510183, 0.1133774146437645, 0.06902254372835159, 0.11551336199045181, -0.19515439867973328, 0.01606667973101139, 0.017201580107212067, 0.028698649257421494, -0.057238757610321045, 0.007209206465631723, 0.12708456814289093, 0.06251328438520432, 0.08335229009389877, -0.004834113642573357, 0.008776701055467129, 0.027963200584053993, -0.16436465084552765, 0.10122200101613998, -0.009320933371782303, -0.009828745387494564, 0.07959593832492828, -0.10265360027551651, 0.0019223561976104975, 0.020358705893158913, 0.07989348471164703, -0.05456984043121338, -0.147161602973938, 0.0047448184341192245, 0.16906914114952087, -0.08274415135383606, -0.05437391623854637, 0.012556626461446285, -0.055683866143226624, 0.15592509508132935, 0.011351685971021652, -0.08756127953529358, -0.07398165762424469, -0.03446095436811447, 0.15659375488758087, -0.06185493245720863, 0.028625858947634697, -0.09857282042503357, 0.00004332378011895344, 0.04058905690908432, -0.22455623745918274, 0.028766270726919174, -0.09054690599441528, -0.012153072282671928, 0.01734212413430214, 0.036928124725818634, -0.11978507041931152, -0.010632883757352829, 0.009572760201990604, -0.05217812582850456, -0.10718052834272385, -0.12340299040079117, -0.09269135445356369, 0.13971084356307983, -0.09323901683092117, -0.010171232745051384, -0.10797487199306488, 0.04667898640036583, 0.0028568734414875507, -0.021432064473628998, 0.04766102135181427, 0.17366227507591248, -0.029530664905905724, 0.053089771419763565, 0.19885897636413574, -0.05836876109242439, -0.30951789021492004, -0.160035640001297, -0.07220437377691269, -0.0328473299741745, -0.0755072608590126, -0.13928169012069702, 0.18426257371902466, 0.08026298880577087, -0.04492022469639778, 0.1325220763683319, -0.29126104712486267, -0.08709421753883362, 0.11980411410331726, -0.00006927146023372188, 0.3257544934749603, -0.17610588669776917, -0.0498083271086216, -0.15750068426132202, -0.18398192524909973, 0.08714668452739716, -0.2383495420217514, 0.13226395845413208, -0.052693337202072144, 0.032587792724370956, -0.007527947425842285, -0.008460843935608864, 0.15562933683395386, -0.002006636234000325, 0.05367003008723259, -0.1092810332775116, 0.10284824669361115, 0.08909893035888672, -0.07787694782018661, 0.1638364940881729, -0.22718016803264618, 0.06087127700448036, -0.11240564286708832, -0.03254295513033867, -0.010583650320768356, -0.006925815716385841, 0.021565811708569527, -0.028232770040631294, -0.11209294199943542, -0.0013130861334502697, 0.06950077414512634, 0.02452280931174755, 0.091035395860672, 0.030082689598202705, -0.0958147794008255, 0.18930208683013916, -0.006185762584209442, -0.13011732697486877, -0.00007456789171556011, -0.0902039110660553, -0.03898724168539047, 0.07065186649560928, -0.290523886680603, 0.03846878558397293, 0.0777464359998703, -0.05928875878453255, 0.0036704870872199535, 0.02284979447722435, 0.010649014264345169, -0.01275339163839817, 0.09009593725204468, -0.09173129498958588, -0.06128832325339317, -0.03636231645941734, 0.015246103517711163, -0.08878051489591599, 0.03475092351436615, 0.141046941280365, -0.06849290430545807, 0.009729471057653427, 0.009045634418725967, 0.020394358783960342, -0.07831394672393799, 0.09381037950515747, 0.09949696063995361, -0.02942616492509842, -0.10860023647546768, 0.16723458468914032, -0.014687243849039078, 0.015057559125125408, 0.002132331021130085, 0.04609917476773262, -0.10025975108146667, -0.08493378013372421, 0.03647585213184357, 0.020117180421948433, -0.20773828029632568, -0.06484008580446243, -0.08927380293607712, -0.060692548751831055, 0.04811777547001839, -0.018589286133646965, 0.07044163346290588, 0.0149933360517025, -0.024400221183896065, -0.024876197800040245, -0.03432222455739975, 0.03154826536774635, 0.07025155425071716, 0.04322151467204094, -0.19060945510864258, -0.043076712638139725, -0.004099326673895121, 0.057396192103624344, -0.041956882923841476, 0.03956063836812973, -0.08165109157562256, 0.0024488335475325584, -0.3124080002307892, 0.04696011170744896, -0.03947952017188072, 0.0317009799182415, 0.01660878024995327, -0.03194056451320648, -0.08906778693199158, 0.04067392647266388, -0.08353303372859955, -0.040991585701704025, -0.036914095282554626, 0.00605625519528985, -0.07294576615095139, -0.04723384603857994, 0.036343444138765335, -0.055360097438097, 0.017323268577456474, 0.03540271520614624, -0.05871288478374481, 0.05273531377315521, -0.10292088985443115, -0.07210205495357513, 0.019044898450374603, 0.062169671058654785, -0.03375920653343201, 0.06730345636606216, 0.035715434700250626, 0.05836484953761101, 0.05227229744195938, -0.04042386636137962, 0.023429473862051964, -0.08188919723033905, -0.08416900038719177, -0.09898188710212708, 0.021470146253705025, -0.03329139202833176, -0.042778369039297104, 0.13835184276103973, 0.10051590949296951, 0.15990594029426575, -0.015246924012899399, -0.053218282759189606, -0.14435888826847076, 0.023749016225337982, -0.015553112141788006, -0.11631781607866287, -0.02832440473139286, -0.10653715580701828, -0.007907307706773281, -0.03133699297904968, 0.13507546484470367, 0.0045188721269369125, -0.06323082745075226, -0.026145663112401962, 0.005447851959615946, 0.06968970596790314, -0.033970292657613754, 0.32776954770088196, 0.10835222154855728, 0.05406206473708153, -0.08703252673149109, -0.017148202285170555, 0.11366976797580719, 0.05358872190117836, -0.021141760051250458, 0.12241195142269135, -0.01748984307050705, 0.19322508573532104, 0.04818807914853096, 0.04227988421916962, 0.03582967445254326, 0.11918555200099945, -0.038593143224716187, 0.07224088162183762, -0.0340971015393734, 0.16597957909107208, 0.1616344451904297, -0.06048361584544182, -0.012857991270720959, -0.033765073865652084, -0.013145668432116508, -0.13745950162410736, -0.16378086805343628, -0.1052718311548233, -0.1786622256040573, -0.00472607696428895, -0.055136892944574356, 0.02694559656083584, 0.13491661846637726, 0.0069281128235161304, 0.01989070326089859, 0.054773107171058655, -0.0788925513625145, -0.08946280926465988, 0.08221486210823059, -0.026840927079319954, -0.10514789819717407, 0.09431269019842148, -0.055729612708091736, 0.036877527832984924, -0.007165302988141775, 0.002393030794337392, 0.02766449935734272, 0.08302006125450134, 0.06441470235586166, -0.08476250618696213, -0.032732270658016205, -0.06300648301839828, 0.02923736348748207, 0.045677244663238525, 0.05058048665523529, 0.031217575073242188, -0.05743131414055824, 0.035689402371644974, 0.16062623262405396, -0.08179006725549698, -0.1374668926000595, -0.10151709616184235, 0.028897540643811226, -0.0832732617855072, 0.017429443076252937, -0.04279942065477371, -0.01793742924928665, -0.02022460475564003, 0.376121461391449, 0.12031465023756027, -0.15883073210716248, -0.03983982652425766, -0.01737699657678604, 0.010858197696506977, -0.04112143814563751, 0.15518943965435028, 0.13503986597061157, 0.07149490714073181, -0.05538284778594971, -0.06545647978782654, -0.027682844549417496, -0.019678929820656776, -0.16012358665466309, 0.058662693947553635, -0.0858340710401535, -0.02322819083929062, -0.031785037368535995, -0.0032895009499043226, -0.079187773168087, -0.011855604127049446, 0.017385803163051605, 0.021880902349948883, -0.046523768454790115, -0.10465909540653229, 0.0016843253979459405, 0.06398586183786392, 0.00045499723637476563, -0.11096278578042984, 0.06015068292617798, 0.09328046441078186, -0.03498516231775284, -0.18559476733207703, -0.05250466614961624, 0.08163924515247345, 0.08962295949459076, 0.1121550127863884, 0.0403849259018898, -0.0033802995458245277, 0.08263304084539413, -0.049248117953538895, -0.15817581117153168, 0.08094985038042068, -0.019222639501094818, -0.046649202704429626, 0.024025866761803627, -0.06488027423620224, -0.06433281302452087, -0.02761247009038925, 0.04668619856238365, 0.13963289558887482, -0.054052241146564484, 0.09459111839532852, 0.00004496508336160332, -0.07843591272830963, -0.023884346708655357, -0.11418113112449646, 0.10020637512207031, 0.08075837045907974, -0.06753789633512497, -0.059021200984716415, -0.10016065090894699, 0.09214296191930771, 0.025004331022500992, -0.11257651448249817, 0.019946377724409103, 0.006219693925231695, -0.0701126754283905, 0.011244342662394047, 0.04235441982746124, -0.1627512127161026, -0.02712702751159668, -0.056927185505628586, -0.017430774867534637, -0.059301190078258514, 0.11506874114274979, 0.16364671289920807, 0.04150836169719696, -0.02983018383383751, -0.13964134454727173, -0.04044727236032486, 0.01769922859966755, -0.03344026952981949, -0.10448981821537018 ]

[ "transformers", "pytorch", "mistral", "text-generation", "text-generation-inference", "unsloth", "trl", "conversational", "en", "dataset:Undi95/toxic-dpo-v0.1-NoWarning", "dataset:NobodyExistsOnTheInternet/ToxicQAFinal", "base_model:fhai50032/BeagleLake-7B", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]

[]

[ "en" ]

[ "# Uploaded model\n\n- !Developed by: fhai50032\n- License: apache-2.0\n- Finetuned from model : fhai50032/BeagleLake-7B\n\n\nMore Uncensored out of the gate without any prompting;\ntrained on Undi95/toxic-dpo-v0.1-sharegpt and other unalignment dataset\nTrained on T4 GPU on Colab \n\n\nQLoRA (4bit)\n\nParams to replicate training\n\nPeft Config\n\n\n\nTraining args\n\n\n\n\n\nInterernce Code\n-Supports Alpaca , ChatML and maybe others too" ]

[ "TAGS\n#transformers #pytorch #mistral #text-generation #text-generation-inference #unsloth #trl #conversational #en #dataset-Undi95/toxic-dpo-v0.1-NoWarning #dataset-NobodyExistsOnTheInternet/ToxicQAFinal #base_model-fhai50032/BeagleLake-7B #license-apache-2.0 #autotrain_compatible #endpoints_compatible #region-us \n", "# Uploaded model\n\n- !Developed by: fhai50032\n- License: apache-2.0\n- Finetuned from model : fhai50032/BeagleLake-7B\n\n\nMore Uncensored out of the gate without any prompting;\ntrained on Undi95/toxic-dpo-v0.1-sharegpt and other unalignment dataset\nTrained on T4 GPU on Colab \n\n\nQLoRA (4bit)\n\nParams to replicate training\n\nPeft Config\n\n\n\nTraining args\n\n\n\n\n\nInterernce Code\n-Supports Alpaca , ChatML and maybe others too" ]

[ 121, 126 ]

[ "passage: TAGS\n#transformers #pytorch #mistral #text-generation #text-generation-inference #unsloth #trl #conversational #en #dataset-Undi95/toxic-dpo-v0.1-NoWarning #dataset-NobodyExistsOnTheInternet/ToxicQAFinal #base_model-fhai50032/BeagleLake-7B #license-apache-2.0 #autotrain_compatible #endpoints_compatible #region-us \n# Uploaded model\n\n- !Developed by: fhai50032\n- License: apache-2.0\n- Finetuned from model : fhai50032/BeagleLake-7B\n\n\nMore Uncensored out of the gate without any prompting;\ntrained on Undi95/toxic-dpo-v0.1-sharegpt and other unalignment dataset\nTrained on T4 GPU on Colab \n\n\nQLoRA (4bit)\n\nParams to replicate training\n\nPeft Config\n\n\n\nTraining args\n\n\n\n\n\nInterernce Code\n-Supports Alpaca , ChatML and maybe others too" ]

[ -0.12713859975337982, 0.09202597290277481, -0.004817334935069084, 0.10233103483915329, 0.10067803412675858, 0.04905082285404205, 0.23705753684043884, 0.12817004323005676, -0.05864350125193596, -0.058156028389930725, 0.04150008037686348, 0.158298060297966, 0.08427097648382187, 0.11122284829616547, 0.01740318536758423, -0.18343129754066467, 0.011471709236502647, 0.04979334771633148, -0.02008555456995964, 0.11227080225944519, 0.11849655210971832, -0.014809006825089455, 0.06238425150513649, 0.045547328889369965, -0.15571127831935883, 0.004641275387257338, 0.007274012081325054, -0.07336815446615219, 0.13704870641231537, 0.0740785077214241, 0.08315529674291611, 0.015396448783576488, 0.04435322806239128, -0.10977418720722198, 0.030615659430623055, 0.1029590591788292, -0.04189862310886383, 0.09343914687633514, 0.1096852645277977, 0.014036602340638638, 0.08265291899442673, 0.02722582407295704, 0.017574435099959373, 0.07223832607269287, -0.103335440158844, -0.18780440092086792, -0.07490408420562744, 0.0756133645772934, 0.1539989560842514, 0.06489478051662445, 0.013532206416130066, 0.1614607721567154, -0.00764785660430789, 0.10612084716558456, 0.1453893631696701, -0.2955974340438843, -0.08050458133220673, 0.12072940170764923, -0.023933207616209984, -0.039663054049015045, -0.06928770989179611, -0.05612625181674957, 0.007588277570903301, 0.06264452636241913, 0.0423838347196579, -0.040281523019075394, -0.08430419862270355, -0.0613182857632637, -0.10366107523441315, -0.006725313141942024, 0.15248273313045502, -0.018459007143974304, -0.06226923689246178, -0.06033069267868996, -0.13337798416614532, -0.016000190749764442, -0.06639415770769119, 0.02230697125196457, -0.0005273568094708025, 0.044648829847574234, 0.03735439106822014, -0.10142523795366287, -0.08730688691139221, -0.10454504191875458, -0.018764810636639595, -0.03863736614584923, 0.08713677525520325, 0.030950916931033134, -0.07108646631240845, 0.13224245607852936, 0.040031757205724716, -0.03233416751027107, -0.04228662699460983, -0.07935892790555954, -0.0739399641752243, 0.006130109075456858, -0.05816115811467171, -0.0791548416018486, 0.04674133285880089, 0.22099414467811584, -0.022118423134088516, 0.06417837738990784, 0.013447687029838562, 0.05489693582057953, -0.0911870002746582, -0.023388389497995377, -0.06216735765337944, 0.04762793332338333, 0.08184956014156342, 0.03383423388004303, -0.011076685972511768, 0.01350369956344366, -0.03225207328796387, -0.05581549182534218, 0.08383425325155258, 0.026502694934606552, 0.0004443623765837401, 0.0652422234416008, -0.06530074775218964, -0.04067129269242287, 0.11562070995569229, -0.081428162753582, -0.06618977338075638, -0.0217363853007555, -0.010280560702085495, 0.030528157949447632, 0.14394040405750275, 0.0021461681462824345, -0.06486517935991287, -0.06878320127725601, -0.04740683361887932, -0.011926512233912945, -0.05919928103685379, -0.014990371651947498, 0.0003682603419292718, 0.009424004703760147, -0.01642671972513199, -0.15119312703609467, -0.22302354872226715, -0.012020161375403404, 0.09251447767019272, -0.00874601025134325, -0.04400326684117317, -0.04324719309806824, -0.04187098518013954, -0.02622315101325512, 0.001733310054987669, 0.019609585404396057, -0.009656147100031376, 0.03408648818731308, -0.04330379143357277, 0.06804711371660233, -0.10208401829004288, 0.02273212932050228, -0.07553552836179733, 0.028174277395009995, -0.08408786356449127, 0.08002170920372009, -0.06524354219436646, -0.006987663917243481, -0.10641025751829147, -0.04523339122533798, 0.0013204877031967044, -0.011707917787134647, 0.0770619586110115, 0.16046300530433655, -0.2075895071029663, -0.019949423149228096, 0.284644216299057, -0.09707504510879517, -0.08605432510375977, 0.0988798588514328, -0.019956186413764954, 0.07364849746227264, 0.05383498966693878, 0.07870689034461975, 0.060156114399433136, -0.11436726152896881, 0.07938338071107864, 0.06031055748462677, -0.02139992266893387, -0.032487280666828156, 0.017256885766983032, 0.005770830437541008, -0.05486629158258438, 0.039313700050115585, 0.013514920137822628, 0.021405471488833427, -0.04203537106513977, -0.09234859049320221, -0.039750851690769196, -0.07839503139257431, 0.007980739697813988, -0.01121868472546339, 0.05163261294364929, 0.01641344092786312, -0.07590905576944351, 0.010664890520274639, 0.1366301327943802, -0.07628826797008514, 0.02102920599281788, -0.09940536320209503, 0.008999449200928211, 0.014908515848219395, 0.05104145407676697, -0.10950616747140884, -0.09825751185417175, 0.007706788368523121, -0.012594534084200859, 0.028992075473070145, 0.11230843514204025, 0.0679091215133667, 0.08787351101636887, -0.038430437445640564, -0.01569535583257675, -0.015157611109316349, -0.027051422744989395, -0.08979064226150513, -0.12092921137809753, -0.01554299145936966, -0.02571861818432808, 0.2555607557296753, -0.1534806340932846, 0.0685952752828598, -0.05124203860759735, 0.06517945975065231, -0.0010504579404368997, -0.0434374064207077, 0.04708915948867798, -0.019709128886461258, -0.016583887860178947, -0.07544756680727005, 0.12257995456457138, 0.05833554267883301, -0.04337530955672264, 0.03224128857254982, -0.05885634198784828, 0.07992986589670181, 0.10004071146249771, -0.038107387721538544, -0.0572369359433651, -0.08105575293302536, -0.07154995203018188, -0.037276677787303925, 0.03462443873286247, 0.015824545174837112, 0.14493048191070557, 0.043194934725761414, 0.16618677973747253, -0.0816037580370903, -0.027315016835927963, -0.009481791406869888, -0.07309512048959732, 0.025094693526625633, 0.07959452271461487, -0.02234552428126335, -0.08162308484315872, 0.0693485289812088, 0.06123761460185051, -0.07778440415859222, 0.06090346723794937, 0.009060505777597427, -0.024168068543076515, -0.015977496281266212, 0.05385572090744972, 0.06050562858581543, 0.05623195692896843, -0.0785590410232544, 0.06096138805150986, 0.062109846621751785, -0.04249672591686249, 0.07731210440397263, -0.1560920774936676, 0.003117536660283804, -0.05538817122578621, -0.06495476514101028, -0.014392940327525139, 0.08003950864076614, 0.002174403052777052, 0.09172461926937103, -0.07238498330116272, -0.055831167846918106, 0.05634612962603569, 0.01048855111002922, -0.07610311359167099, 0.1911410540342331, -0.14536897838115692, -0.20132650434970856, -0.14140795171260834, 0.00894141010940075, -0.09748358279466629, 0.01287328451871872, 0.04614425450563431, -0.05279040336608887, -0.016026116907596588, -0.05659422650933266, -0.0835559144616127, 0.03581390529870987, -0.026596911251544952, -0.00480090593919158, 0.02292875200510025, 0.12651661038398743, -0.12924090027809143, 0.014178048819303513, 0.0018162898486480117, -0.1771848499774933, 0.14435113966464996, -0.05859537795186043, 0.017438841983675957, 0.08257904648780823, 0.0070207505486905575, 0.02226826176047325, -0.013020430691540241, 0.2837335169315338, -0.030870281159877777, 0.07476581633090973, 0.19459526240825653, 0.014960035681724548, 0.07111623138189316, 0.011052945628762245, 0.0172270555049181, -0.13568788766860962, 0.022275444120168686, 0.03963657468557358, -0.04984814301133156, -0.23516876995563507, -0.02774995192885399, -0.04951077699661255, -0.019461000338196754, 0.10169946402311325, 0.05599246546626091, 0.05562712624669075, 0.1287761777639389, -0.04728168621659279, 0.08669205754995346, 0.053404998034238815, 0.06294023990631104, 0.04787551611661911, -0.0016601617680862546, 0.09461312741041183, -0.04277941957116127, 0.0059742396697402, 0.0618504136800766, 0.15903215110301971, 0.2121005356311798, -0.052744060754776, -0.0052602277137339115, 0.10910484194755554, 0.17424839735031128, 0.01886347308754921, 0.0888526663184166, -0.03603431582450867, 0.012288136407732964, -0.03273755684494972, -0.04402889683842659, -0.09527713060379028, 0.04825996980071068, -0.1068810373544693, -0.04386010393500328, -0.004107642453163862, 0.023726724088191986, 0.006740609649568796, 0.3294767737388611, -0.0037957336753606796, -0.28138071298599243, -0.043512262403964996, -0.03227950632572174, 0.009346455335617065, -0.061369381844997406, 0.02927899733185768, 0.010550512932240963, -0.12517637014389038, 0.06002623960375786, -0.12027107924222946, 0.08598997443914413, -0.09849078953266144, 0.01883554644882679, 0.02670328877866268, 0.12048540264368057, 0.017926262691617012, 0.07440859824419022, -0.30855825543403625, 0.12916196882724762, 0.019980719313025475, 0.08493039757013321, -0.04176996648311615, 0.02356657199561596, 0.06971840560436249, 0.028166351839900017, 0.130727156996727, -0.0005076335510239005, 0.051116541028022766, -0.13621729612350464, -0.08847057074308395, 0.029066333547234535, -0.009711462073028088, 0.021345321089029312, 0.02238333411514759, -0.03961736336350441, -0.00691593810915947, -0.012877467088401318, 0.011965714395046234, -0.2114768624305725, -0.13124370574951172, 0.04500877484679222, 0.07832042127847672, -0.0431390181183815, -0.11683851480484009, -0.03303465619683266, -0.05585412681102753, 0.1042897030711174, -0.07290894538164139, -0.10793302953243256, -0.09392528980970383, -0.001600900781340897, 0.08018258213996887, -0.06415297091007233, 0.05614623427391052, -0.034259214997291565, 0.07897371053695679, -0.028357159346342087, -0.13443246483802795, 0.046244606375694275, -0.136187344789505, -0.11230683326721191, -0.02010776847600937, 0.049659453332424164, 0.07541848719120026, 0.028760608285665512, 0.08494440466165543, -0.03926783427596092, -0.03983437269926071, -0.07896079868078232, -0.047117456793785095, 0.10256943851709366, 0.008347807452082634, -0.015317045152187347, -0.12820909917354584, -0.005072831641882658, -0.05785830691456795, 0.002209300175309181, 0.10677839070558548, 0.24972034990787506, -0.037588827311992645, 0.042703777551651, 0.1259235143661499, -0.06580803543329239, -0.2081013172864914, -0.030664749443531036, 0.050510890781879425, -0.010016017593443394, -0.04317972809076309, -0.22039346396923065, 0.036715127527713776, 0.14107240736484528, -0.02292538434267044, 0.07642976194620132, -0.25034675002098083, -0.09457631409168243, 0.15551534295082092, 0.1293228715658188, 0.12227679044008255, -0.09225277602672577, -0.027521347627043724, -0.061013542115688324, -0.09603102505207062, 0.119256891310215, -0.14991483092308044, 0.1292336881160736, -0.06335565447807312, -0.016968198120594025, -0.0035221742000430822, -0.02383195422589779, 0.08894506841897964, 0.06343582272529602, 0.09009872376918793, -0.03579128906130791, 0.1963672786951065, 0.10403855890035629, -0.004022173583507538, 0.09868544340133667, -0.023841870948672295, 0.09053587168455124, -0.08653157204389572, 0.010955620557069778, -0.07988676428794861, 0.04814455285668373, -0.03344688192009926, -0.06849111616611481, -0.014636830426752567, 0.0429719053208828, 0.03928624093532562, 0.016090447083115578, -0.03383459523320198, 0.004901716019958258, 0.09348602592945099, 0.1903521716594696, 0.05763106793165207, -0.12036930024623871, -0.11017096787691116, -0.03167540952563286, 0.0018552163382992148, 0.07642011344432831, -0.07288067787885666, 0.02813138999044895, 0.07634051889181137, -0.013403910212218761, 0.054825667291879654, 0.062376718968153, -0.06633125990629196, 0.003227147739380598, 0.04806072264909744, -0.12513616681098938, -0.07567104697227478, -0.021151460707187653, 0.10186855494976044, -0.024104448035359383, 0.0774175226688385, 0.20508894324302673, -0.04003524407744408, -0.01587531343102455, 0.025120288133621216, -0.01598680391907692, -0.06141693890094757, 0.16280007362365723, 0.035759564489126205, 0.01861811801791191, -0.10149293392896652, 0.10047398507595062, -0.002049460541456938, 0.05492890998721123, 0.016622427850961685, 0.038311250507831573, -0.134715735912323, -0.1102960929274559, -0.05105099827051163, 0.06220199912786484, -0.09647317230701447, -0.04715966060757637, -0.06416118144989014, -0.040564220398664474, 0.016947580501437187, -0.07085602730512619, 0.046073030680418015, 0.01678471826016903, -0.02705506607890129, -0.04184599965810776, -0.0669727474451065, 0.007660234346985817, 0.04685769975185394, 0.07804565876722336, -0.0840240865945816, 0.08513735979795456, -0.010159112513065338, 0.06259620189666748, -0.02328919805586338, 0.010371344164013863, -0.0987149253487587, 0.021690327674150467, -0.11949101090431213, 0.00462357560172677, -0.04200412705540657, 0.00440883357077837, -0.007268416229635477, 0.04234329238533974, 0.023977603763341904, 0.0596548393368721, -0.06721722334623337, -0.01748114824295044, -0.0005290230619721115, 0.05296843871474266, -0.09360792487859726, -0.020020345225930214, 0.005823150742799044, -0.07833839952945709, 0.10878344625234604, 0.05293732509016991, -0.07686637341976166, 0.009492176584899426, -0.15004482865333557, -0.03203612565994263, 0.00982870813459158, 0.039021532982587814, 0.03635181486606598, -0.031857483088970184, 0.03292303532361984, -0.010109087452292442, 0.043675098568201065, 0.013722812756896019, 0.16002115607261658, -0.08150722086429596, -0.06293247640132904, -0.06759707629680634, -0.012899685651063919, -0.08006902039051056, -0.007499022874981165, 0.11018599569797516, 0.08288271725177765, 0.16777203977108002, -0.07883357256650925, 0.032835062593221664, -0.152001291513443, -0.016415655612945557, 0.024373533204197884, -0.07155397534370422, 0.0618402399122715, -0.09243487566709518, 0.04401875659823418, 0.010707223787903786, 0.08191001415252686, -0.063961461186409, 0.024743158370256424, -0.02683286927640438, -0.026425033807754517, -0.06559649854898453, -0.03933032602071762, 0.1313973218202591, 0.05688044801354408, 0.03962898999452591, 0.009752374142408371, 0.03330517187714577, 0.04455818980932236, -0.03752944990992546, 0.04420525208115578, 0.09177149087190628, -0.06555525958538055, 0.09343283623456955, 0.019801342859864235, -0.03157975897192955, -0.07196488976478577, 0.11250697821378708, -0.0240774042904377, 0.1099005788564682, -0.04838793724775314, 0.08913693577051163, 0.16004624962806702, -0.1171320304274559, 0.034557197242975235, 0.009306092746555805, -0.0872998833656311, -0.11953770369291306, -0.08034197241067886, -0.04657568037509918, -0.0871305763721466, 0.02529427595436573, -0.06495802849531174, -0.06988280266523361, 0.09962534159421921, 0.04865472763776779, -0.010461549274623394, 0.12043941020965576, 0.05096491426229477, -0.04738859459757805, 0.03387928754091263, 0.00496049877256155, -0.048688359558582306, -0.04469927400350571, -0.08745169639587402, 0.03944225609302521, 0.06480471789836884, 0.029802778735756874, -0.023960307240486145, 0.07170985639095306, 0.07825517654418945, -0.025367185473442078, -0.047959696501493454, -0.01762373559176922, 0.0425078347325325, 0.014727047644555569, 0.08421441167593002, 0.052282776683568954, -0.021838385611772537, 0.014478002674877644, 0.10086002945899963, -0.03448222577571869, -0.10948093235492706, -0.1422426551580429, 0.1691737323999405, -0.04814567416906357, -0.004523829091340303, 0.006714276038110256, 0.009162532165646553, -0.02154398523271084, 0.24924854934215546, 0.19932526350021362, -0.1479867696762085, -0.013418582268059254, 0.02533756010234356, -0.012535439804196358, -0.10099783539772034, 0.19919174909591675, 0.11753839254379272, 0.02781827747821808, -0.035621277987957, 0.05695156008005142, 0.007744127884507179, 0.010806181468069553, -0.1157589927315712, 0.0689639002084732, -0.03875517100095749, 0.019105659797787666, 0.047201916575431824, 0.05945520102977753, -0.07864636927843094, -0.06116528436541557, -0.05476998910307884, 0.025616707280278206, -0.1465160846710205, -0.036016542464494705, -0.06711093336343765, 0.011032599955797195, 0.05103236809372902, -0.05326243117451668, 0.10015629231929779, 0.22110043466091156, -0.06731192767620087, -0.023648642003536224, -0.08504006266593933, 0.06547966599464417, -0.07729771733283997, 0.21196866035461426, -0.011525389738380909, 0.03850264847278595, 0.08776353299617767, -0.030139585956931114, -0.12765491008758545, 0.04959934577345848, -0.03430505096912384, 0.007880174554884434, 0.03543870151042938, 0.007372403051704168, -0.0088851572945714, 0.03678181394934654, 0.012086435221135616, -0.07184059917926788, 0.012689800933003426, 0.006405672058463097, -0.012376833707094193, -0.051999665796756744, 0.08723229914903641, -0.07659459859132767, 0.08631498366594315, 0.1399540901184082, -0.053048040717840195, -0.007026339881122112, -0.07625976204872131, 0.06608960032463074, 0.03449844568967819, -0.07078240811824799, -0.017216386273503304, -0.12692929804325104, -0.00860885065048933, -0.039477113634347916, -0.00016609762678854167, -0.18980804085731506, -0.057421132922172546, -0.0773107185959816, -0.07948104292154312, -0.0948011502623558, 0.10874757915735245, -0.009073003195226192, 0.05249002203345299, -0.014705408364534378, -0.05735109746456146, -0.07286090403795242, 0.05599106475710869, -0.09668275713920593, -0.0844343900680542 ]

[ "transformers", "safetensors", "bert", "question-answering", "generated_from_trainer", "base_model:microsoft/MiniLM-L12-H384-uncased", "license:mit", "endpoints_compatible", "region:us" ]

[]

[]

[ "# result\n\nThis model is a fine-tuned version of microsoft/MiniLM-L12-H384-uncased on an unknown dataset.", "## Model description\n\nMore information needed", "## Intended uses & limitations\n\nMore information needed", "## Training and evaluation data\n\nMore information needed", "## Training procedure", "### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 3e-05\n- train_batch_size: 12\n- eval_batch_size: 8\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- num_epochs: 2.0", "### Training results", "### Framework versions\n\n- Transformers 4.38.0.dev0\n- Pytorch 2.1.0+cu121\n- Datasets 2.16.1\n- Tokenizers 0.15.0" ]

[ "TAGS\n#transformers #safetensors #bert #question-answering #generated_from_trainer #base_model-microsoft/MiniLM-L12-H384-uncased #license-mit #endpoints_compatible #region-us \n", "# result\n\nThis model is a fine-tuned version of microsoft/MiniLM-L12-H384-uncased on an unknown dataset.", "## Model description\n\nMore information needed", "## Intended uses & limitations\n\nMore information needed", "## Training and evaluation data\n\nMore information needed", "## Training procedure", "### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 3e-05\n- train_batch_size: 12\n- eval_batch_size: 8\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- num_epochs: 2.0", "### Training results", "### Framework versions\n\n- Transformers 4.38.0.dev0\n- Pytorch 2.1.0+cu121\n- Datasets 2.16.1\n- Tokenizers 0.15.0" ]

[ 61, 35, 6, 12, 8, 3, 90, 4, 38 ]

[ "passage: TAGS\n#transformers #safetensors #bert #question-answering #generated_from_trainer #base_model-microsoft/MiniLM-L12-H384-uncased #license-mit #endpoints_compatible #region-us \n# result\n\nThis model is a fine-tuned version of microsoft/MiniLM-L12-H384-uncased on an unknown dataset.## Model description\n\nMore information needed## Intended uses & limitations\n\nMore information needed## Training and evaluation data\n\nMore information needed## Training procedure### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 3e-05\n- train_batch_size: 12\n- eval_batch_size: 8\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- num_epochs: 2.0### Training results### Framework versions\n\n- Transformers 4.38.0.dev0\n- Pytorch 2.1.0+cu121\n- Datasets 2.16.1\n- Tokenizers 0.15.0" ]

[ -0.1023363471031189, 0.03653852269053459, -0.0006364062428474426, 0.07062948495149612, 0.16172334551811218, 0.02209831215441227, 0.12272262573242188, 0.10180012136697769, -0.10540397465229034, 0.04806871339678764, 0.07009181380271912, 0.04147502779960632, 0.007739338092505932, 0.0906674936413765, -0.0419912189245224, -0.2397826761007309, 0.019759390503168106, -0.003722104011103511, -0.13701875507831573, 0.07260749489068985, 0.10353414714336395, -0.13214895129203796, 0.07185140252113342, 0.025399833917617798, -0.17917872965335846, 0.03730098530650139, -0.008541303686797619, -0.029837997630238533, 0.10362057387828827, 0.039658062160015106, 0.10281229019165039, 0.004642290063202381, 0.13869965076446533, -0.18324241042137146, 0.0014133695513010025, 0.07866350561380386, 0.03766504302620888, 0.056733958423137665, 0.02628992684185505, 0.0038147466257214546, 0.1041763499379158, -0.11635955423116684, 0.0750727653503418, 0.055105820298194885, -0.07107716053724289, -0.2309977114200592, -0.09940925985574722, 0.03252645581960678, 0.07397317886352539, 0.10566423833370209, -0.00010471256246091798, 0.17783930897712708, -0.12547992169857025, 0.0596562884747982, 0.23922443389892578, -0.2518615126609802, -0.06433522701263428, 0.08804956078529358, 0.04049501195549965, 0.04365307837724686, -0.08879943937063217, -0.007920903153717518, 0.08863168954849243, 0.033499713987112045, 0.06777674704790115, -0.01579350233078003, -0.09112513810396194, 0.016818711534142494, -0.12348257750272751, 0.004238734487444162, 0.19181856513023376, 0.05351994186639786, -0.042339127510786057, -0.05053691938519478, -0.04976654052734375, -0.06166653335094452, -0.011050664819777012, -0.03355494141578674, 0.06753572076559067, -0.07007203996181488, -0.08750972896814346, -0.0466814786195755, -0.08367923647165298, -0.09122620522975922, -0.0016474175499752164, 0.16145725548267365, 0.038656219840049744, 0.026480212807655334, -0.06749846041202545, 0.10925696045160294, -0.010607080534100533, -0.11427824199199677, -0.045642558485269547, 0.00016547506675124168, -0.028207233175635338, -0.044473323971033096, -0.08683562278747559, 0.019429713487625122, 0.023559102788567543, 0.1436862200498581, -0.10710854828357697, 0.06649874150753021, 0.04605298861861229, 0.010681728832423687, -0.05743173882365227, 0.1409856230020523, -0.05524133890867233, -0.004735476803034544, 0.008709246292710304, 0.0798550397157669, 0.028009535744786263, 0.00034867756767198443, -0.09463390707969666, 0.009280405007302761, 0.06754136085510254, 0.04577057063579559, -0.08993855863809586, 0.039868056774139404, -0.03494570404291153, -0.01852225512266159, -0.04199214652180672, -0.11601006984710693, 0.027801677584648132, 0.009233294054865837, -0.08756912499666214, -0.010176287032663822, 0.047085054218769073, 0.020195255056023598, -0.000652676448225975, 0.09761936217546463, -0.10415760427713394, 0.01156329270452261, -0.11439145356416702, -0.07193522155284882, 0.0012208278058096766, -0.02822033315896988, 0.013716503977775574, -0.08449696004390717, -0.1937127709388733, -0.028934132307767868, 0.04110438749194145, -0.029014531522989273, 0.0011612942907959223, -0.035083040595054626, -0.0816032886505127, -0.004682199098169804, -0.008850181475281715, 0.10480374842882156, -0.04911920428276062, 0.06088229641318321, 0.06448271125555038, 0.04313729330897331, -0.04744928330183029, 0.024845115840435028, -0.08705691993236542, 0.02940853126347065, -0.10257575660943985, 0.03814446181058884, -0.09383907169103622, 0.07528922706842422, -0.05991677567362785, -0.11625758558511734, 0.004212115425616503, 0.010550247505307198, 0.06606170535087585, 0.1053789034485817, -0.16219551861286163, -0.04499964043498039, 0.14941909909248352, -0.09407737851142883, -0.12804444134235382, 0.06036700680851936, -0.040330201387405396, 0.0750361755490303, 0.06718505173921585, 0.12372937053442001, 0.05512255057692528, -0.13661757111549377, -0.0010014952858909965, 0.008614257909357548, 0.08251415938138962, 0.013561532832682133, 0.044873837381601334, -0.030683808028697968, 0.005771622993052006, 0.032431770116090775, -0.07308250665664673, -0.04187240079045296, -0.1073504313826561, -0.08291367441415787, -0.07406876236200333, -0.10644525289535522, 0.015369991771876812, 0.04395733028650284, 0.07302826642990112, -0.0972106009721756, -0.09485045820474625, 0.2040296047925949, 0.1321634203195572, -0.06138139218091965, 0.016020022332668304, -0.0868334174156189, 0.018020212650299072, 0.004847764037549496, -0.03796333447098732, -0.18912170827388763, -0.11158297955989838, 0.003158222185447812, -0.07227534800767899, 0.023676251992583275, 0.04987157881259918, 0.060164984315633774, 0.07372502237558365, -0.06525111198425293, 0.0014920522226020694, -0.10582776367664337, 0.012377363629639149, -0.0835283100605011, -0.1840987652540207, -0.06279172748327255, -0.0065798270516097546, 0.1589006781578064, -0.2310604453086853, 0.029753005132079124, 0.018192501738667488, 0.145483136177063, 0.037736926227808, -0.02844965271651745, -0.044165484607219696, 0.060566458851099014, -0.005710309837013483, -0.08697938919067383, 0.057717010378837585, 0.005388634745031595, -0.09127561002969742, -0.11508098989725113, -0.13693702220916748, 0.06996360421180725, 0.10992066562175751, -0.012931236065924168, -0.052380308508872986, 0.0030554102268069983, -0.06375347077846527, -0.031196601688861847, -0.07065395265817642, -0.024170733988285065, 0.12832394242286682, -0.014816748909652233, 0.11628031730651855, -0.08427727967500687, -0.06847450137138367, -0.011209432035684586, -0.03530086204409599, 0.014724326319992542, 0.05398513004183769, 0.056487228721380234, -0.09835811704397202, 0.09315867722034454, 0.10099728405475616, -0.09330036491155624, 0.167215034365654, -0.06307853013277054, -0.0646144300699234, -0.019695550203323364, -0.015062426216900349, -0.004053237847983837, 0.14483234286308289, -0.10208132117986679, 0.01901852898299694, 0.010208412073552608, 0.03669183328747749, 0.05283283442258835, -0.20980283617973328, -0.0063465493731200695, 0.008808018639683723, -0.03048422746360302, -0.03849237784743309, -0.012923208065330982, 0.00981976743787527, 0.06879548728466034, 0.017463335767388344, 0.03931042551994324, 0.027310818433761597, -0.023189784958958626, -0.08886691927909851, 0.21206745505332947, -0.11832774430513382, -0.09764894098043442, -0.09774095565080643, 0.0642499253153801, -0.06800615787506104, -0.020183075219392776, 0.03867039456963539, -0.10653912276029587, -0.056116893887519836, -0.0771578699350357, 0.026138562709093094, 0.005628933664411306, -0.029434354975819588, 0.04728031903505325, 0.031233353540301323, 0.11682940274477005, -0.16131778061389923, 0.003021673997864127, -0.03487449511885643, -0.12416696548461914, -0.0007879123440943658, 0.03868274390697479, 0.09305895119905472, 0.11500760912895203, -0.00784415751695633, 0.029648007825016975, -0.02030717022716999, 0.2490568608045578, -0.06354722380638123, -0.061047088354825974, 0.14392036199569702, 0.02925538271665573, 0.030401766300201416, 0.09530164301395416, 0.05566933751106262, -0.13574975728988647, 0.04804644361138344, 0.09091465175151825, -0.014292284846305847, -0.21560294926166534, -0.04798251762986183, -0.027938244864344597, -0.07130564004182816, 0.04723465442657471, 0.030403340235352516, -0.009122330695390701, 0.03827855363488197, -0.013986514881253242, 0.04713328927755356, -0.03765689581632614, 0.07012610137462616, 0.11577510833740234, 0.041416432708501816, 0.11092817038297653, -0.040215425193309784, -0.014512951485812664, 0.05331752076745033, -0.03574619069695473, 0.29319000244140625, -0.008800790645182133, 0.06838129460811615, 0.08367343991994858, 0.13055922091007233, -0.026194902136921883, 0.04520884156227112, 0.020848754793405533, -0.04392087832093239, 0.019816046580672264, -0.07354872673749924, -0.014980514533817768, 0.03656311705708504, -0.0794435366988182, 0.10084522515535355, -0.12511828541755676, 0.04764557257294655, 0.05648287758231163, 0.2614741623401642, 0.03996455669403076, -0.28396162390708923, -0.10750556737184525, 0.025400212034583092, -0.014004147611558437, -0.039222680032253265, 0.029121611267328262, 0.12646612524986267, -0.12888862192630768, 0.06786485016345978, -0.0479782298207283, 0.0877433717250824, 0.025707107037305832, 0.03206954151391983, 0.06233785301446915, 0.12601257860660553, 0.002658107550814748, 0.08096732944250107, -0.23983131349086761, 0.22854989767074585, 0.01628733053803444, 0.13472361862659454, -0.03710947930812836, 0.0034443933982402086, 0.0445999801158905, 0.11971180140972137, 0.05650269240140915, -0.0013829285744577646, -0.04649670794606209, -0.15530353784561157, 0.01104707270860672, 0.06781628727912903, 0.1323341429233551, -0.018956098705530167, 0.10322114825248718, -0.058836717158555984, 0.020645026117563248, 0.07023880630731583, -0.03736250847578049, -0.1957559585571289, -0.0925617441534996, 0.0032986868172883987, -0.006362692452967167, -0.0004868636606261134, -0.12429365515708923, -0.10349435359239578, -0.028391361236572266, 0.12115056067705154, 0.00852392241358757, -0.04719414561986923, -0.1245693787932396, 0.09795459359884262, 0.08454357087612152, -0.04603660851716995, 0.02949661947786808, 0.028638619929552078, 0.11375205963850021, 0.059720754623413086, -0.07408233731985092, 0.07187215238809586, -0.07035881280899048, -0.1981731355190277, -0.030980553478002548, 0.10320214927196503, 0.050516337156295776, 0.04668739065527916, -0.019696667790412903, 0.009244962595403194, 0.01208567339926958, -0.10505705326795578, -0.022942032665014267, 0.08675413578748703, 0.07485925406217575, 0.06976482272148132, -0.07720115035772324, 0.0584767647087574, 0.0018731527961790562, -0.023828817531466484, 0.105558380484581, 0.23292489349842072, -0.07971376180648804, 0.019894249737262726, 0.04297135770320892, -0.06479302793741226, -0.21297934651374817, 0.11745967715978622, 0.09334243834018707, 0.012198480777442455, 0.05703055486083031, -0.14763076603412628, 0.15218114852905273, 0.12448205798864365, -0.026638999581336975, 0.09068731218576431, -0.2949235439300537, -0.14559707045555115, 0.06967247277498245, 0.13958580791950226, 0.04235706105828285, -0.13749165832996368, -0.03356155753135681, -0.07822001725435257, -0.18677495419979095, 0.11526452004909515, -0.18843650817871094, 0.10266891866922379, -0.004907459020614624, 0.07159927487373352, 0.012781193479895592, -0.03512908145785332, 0.16122601926326752, -0.0009704665862955153, 0.13111650943756104, -0.046118833124637604, 0.007051287684589624, 0.10107765346765518, -0.057689305394887924, 0.01833190955221653, -0.0413421094417572, 0.07509252429008484, -0.05870430916547775, -0.02435961179435253, -0.08464676141738892, 0.0720779150724411, -0.07656034082174301, -0.06295254081487656, -0.06466762721538544, 0.05858450010418892, 0.029518743976950645, -0.027997318655252457, 0.09135334193706512, -0.014458699151873589, 0.13770532608032227, 0.0933796837925911, 0.1232515424489975, -0.09442579001188278, -0.041980575770139694, 0.016819791868329048, -0.006791986525058746, 0.07854241877794266, -0.15352176129817963, 0.04585174471139908, 0.12152571231126785, 0.064034104347229, 0.13086983561515808, 0.06412336975336075, -0.05377576872706413, 0.014107350260019302, 0.05536505952477455, -0.08666985481977463, -0.1581294983625412, -0.02394193969666958, -0.02726559527218342, -0.11343949288129807, 0.07995793968439102, 0.10691682249307632, -0.06446962803602219, 0.008640214800834656, -0.023686164990067482, -0.013740862719714642, -0.05402756109833717, 0.18072918057441711, 0.063947394490242, 0.07266844809055328, -0.09577289968729019, 0.14114148914813995, 0.021102119237184525, -0.04705130681395531, 0.01472872868180275, 0.047241441905498505, -0.09447412937879562, -0.02305706776678562, 0.053711287677288055, 0.16714395582675934, -0.05918150395154953, -0.07606395334005356, -0.13602270185947418, -0.1255374252796173, 0.01498313806951046, 0.13881464302539825, 0.08642120659351349, -0.022549156099557877, -0.010958343744277954, 0.06023578345775604, -0.12438085675239563, 0.09045299142599106, 0.007396211847662926, 0.06095222383737564, -0.16709432005882263, 0.1426326185464859, 0.027961455285549164, 0.028775032609701157, -0.015245500952005386, 0.020836489275097847, -0.11342723667621613, -0.00986579991877079, -0.2206951230764389, -0.029994221404194832, -0.011782284826040268, 0.0013015916338190436, 0.011136079207062721, -0.04456857964396477, -0.0759214386343956, 0.0705784410238266, -0.08922004699707031, -0.05006987228989601, 0.028453856706619263, 0.05091308057308197, -0.1051824688911438, 0.008670862764120102, 0.03343680500984192, -0.08098296821117401, 0.05792492628097534, 0.05322111397981644, 0.020687300711870193, 0.07357340306043625, -0.10403536260128021, -0.02194313146173954, 0.0304684080183506, 0.02630799077451229, 0.0785481408238411, -0.08091024309396744, -0.03728289157152176, -0.01533014327287674, 0.0989484116435051, 0.011892021633684635, 0.048635464161634445, -0.11292552947998047, -0.032644983381032944, -0.05025794357061386, -0.033281490206718445, -0.055250756442546844, 0.002460533520206809, 0.06845161318778992, 0.03198104351758957, 0.16815142333507538, -0.08423558622598648, 0.00428322609513998, -0.1984453648328781, -0.039285507053136826, 0.0014449009904637933, -0.028667686507105827, -0.12099136412143707, -0.01721915602684021, 0.07124409079551697, -0.06216387078166008, 0.13695268332958221, -0.046466004103422165, 0.11289825290441513, 0.04838180914521217, -0.05809957534074783, -0.009832318872213364, 0.0123641612008214, 0.2331356555223465, 0.044118482619524, 0.02105582505464554, 0.08207806199789047, 0.015600031241774559, 0.0600113607943058, 0.017865752801299095, 0.26677244901657104, 0.14933688938617706, -0.08660021424293518, 0.09040237218141556, 0.06748586148023605, -0.09510919451713562, -0.13447855412960052, 0.07567393034696579, 0.009424406103789806, 0.09213649481534958, -0.06537153571844101, 0.10129755735397339, 0.13775689899921417, -0.1744854748249054, 0.03222665935754776, -0.10283242911100388, -0.09629028290510178, -0.13210394978523254, 0.014142212457954884, -0.08007088303565979, -0.1993045061826706, 0.0240782517939806, -0.13874492049217224, 0.02193039283156395, 0.1307021975517273, 0.0025534455198794603, 0.0033285068348050117, 0.213028684258461, -0.08344487845897675, 0.014196179807186127, 0.02001146413385868, -0.008363504894077778, -0.017147673293948174, -0.0745110809803009, -0.06171488016843796, 0.04042717069387436, -0.025562042370438576, 0.03730863705277443, -0.044378675520420074, -0.060537517070770264, 0.011835865676403046, 0.0025746335741132498, -0.05495503172278404, 0.028617659583687782, 0.04761328920722008, 0.03629495948553085, 0.016064506024122238, 0.03350284695625305, 0.00048049783799797297, -0.033573344349861145, 0.27781200408935547, -0.11278000473976135, -0.12858060002326965, -0.12898939847946167, 0.24955084919929504, 0.043063219636678696, 0.011886430904269218, 0.05737597867846489, -0.12955504655838013, -0.017093490809202194, 0.1924799680709839, 0.13348588347434998, -0.08240357041358948, -0.008465848863124847, -0.01829240657389164, -0.024517174810171127, -0.10626938194036484, 0.11506026238203049, 0.10727696120738983, 0.04406021535396576, -0.03867730870842934, -0.04762712121009827, 0.011183752678334713, -0.03233148157596588, -0.07761923223733902, 0.0680495873093605, 0.023023206740617752, -0.0006534501444548368, -0.02211437188088894, 0.04401075839996338, -0.0035715328995138407, -0.15719617903232574, 0.09642118960618973, -0.14682148396968842, -0.15141136944293976, -0.027176210656762123, 0.07374828308820724, -0.028255820274353027, 0.07444334030151367, -0.041406575590372086, -0.028628967702388763, 0.1371183693408966, -0.01528843678534031, -0.05202479287981987, -0.13597218692302704, 0.09788569062948227, -0.08394167572259903, 0.22738339006900787, -0.017825130373239517, 0.07248088717460632, 0.11273035407066345, 0.018453069031238556, -0.10413014143705368, 0.0707155093550682, 0.0690133273601532, -0.12875501811504364, 0.00027201385819353163, 0.11030855029821396, -0.04832397401332855, 0.10483595728874207, 0.035743676126003265, -0.19375088810920715, 0.0033759037032723427, 0.06725644320249557, -0.04632335156202316, -0.07982908189296722, -0.02642502635717392, -0.08572467416524887, 0.12958166003227234, 0.20376138389110565, -0.049747832119464874, 0.012632706202566624, -0.054605673998594284, 0.08388207107782364, 0.054511528462171555, 0.07915230840444565, -0.021612079814076424, -0.23787786066532135, 0.06159112602472305, 0.046373527497053146, -0.03517752140760422, -0.23123566806316376, -0.07715686410665512, 0.0675981193780899, -0.05522468313574791, -0.022630061954259872, 0.08815651386976242, 0.09778136759996414, 0.04203116148710251, -0.046311236917972565, -0.16536976397037506, -0.07559889554977417, 0.17170724272727966, -0.144259974360466, -0.08631168305873871 ]

[ "transformers", "safetensors", "mistral", "text-generation", "conversational", "arxiv:1910.09700", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ "TAGS\n#transformers #safetensors #mistral #text-generation #conversational #arxiv-1910.09700 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ 60, 6, 3, 82, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4 ]

[ "passage: TAGS\n#transformers #safetensors #mistral #text-generation #conversational #arxiv-1910.09700 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact" ]

[ -0.04571164771914482, 0.1637648642063141, -0.005522117950022221, 0.017756497487425804, 0.09821303188800812, 0.01318030059337616, 0.06541220843791962, 0.1127115860581398, -0.017605241388082504, 0.1127321794629097, 0.030432263389229774, 0.09820804744958878, 0.1134178638458252, 0.14702944457530975, -0.003594378475099802, -0.22472713887691498, 0.052083637565374374, -0.12124937027692795, -0.03241228312253952, 0.1181139275431633, 0.14941681921482086, -0.09871039539575577, 0.07234785705804825, -0.030714161694049835, -0.01334790326654911, -0.03167412802577019, -0.05947697162628174, -0.045681875199079514, 0.046136777848005295, 0.0657167062163353, 0.06853367388248444, 0.007354621775448322, 0.08972878009080887, -0.2669793367385864, 0.019881360232830048, 0.06918594241142273, -0.0025153355672955513, 0.07059336453676224, 0.06344282627105713, -0.07033728063106537, 0.10271385312080383, -0.051166124641895294, 0.1467856466770172, 0.08377711474895477, -0.09116126596927643, -0.18892322480678558, -0.08764564990997314, 0.0990586131811142, 0.17651304602622986, 0.04750865325331688, -0.024397386237978935, 0.09895956516265869, -0.0878119245171547, 0.015860557556152344, 0.052259236574172974, -0.07261253148317337, -0.05407591536641121, 0.061004482209682465, 0.07816638052463531, 0.06616047024726868, -0.12551534175872803, -0.02998468652367592, 0.005221198312938213, 0.011705057695508003, 0.07518111169338226, 0.01836656779050827, 0.15222862362861633, 0.03479425609111786, -0.12653809785842896, -0.04834689199924469, 0.0983143299818039, 0.03359128534793854, -0.043975554406642914, -0.247073233127594, -0.031072303652763367, -0.026882093399763107, -0.030029185116291046, -0.038772210478782654, 0.04153512790799141, -0.006745535880327225, 0.08434242010116577, -0.0040448750369250774, -0.07344388216733932, -0.03874153643846512, 0.06087949126958847, 0.0669754296541214, 0.029331250116229057, -0.013996441848576069, 0.010876164771616459, 0.11490162461996078, 0.10806918889284134, -0.12199585139751434, -0.05589085817337036, -0.06492951512336731, -0.08786392956972122, -0.04284887760877609, 0.033410828560590744, 0.03509693965315819, 0.05435176193714142, 0.2536843419075012, 0.009815474040806293, 0.06126174330711365, 0.03745805472135544, 0.007310505956411362, 0.059651583433151245, 0.10812553018331528, -0.05987109988927841, -0.10409316420555115, -0.02881651371717453, 0.08857584744691849, 0.006609630770981312, -0.03354408219456673, -0.05052083358168602, 0.05901389569044113, 0.021856583654880524, 0.11749778687953949, 0.08884359151124954, 0.00984770804643631, -0.07126569002866745, -0.06146538630127907, 0.19450126588344574, -0.16384615004062653, 0.04264351725578308, 0.03702449053525925, -0.039683789014816284, -0.0003956064465455711, 0.011445282027125359, 0.01843930408358574, -0.023893611505627632, 0.09238249063491821, -0.05498874559998512, -0.04001082479953766, -0.1106586754322052, -0.0339570976793766, 0.034455835819244385, 0.010122774168848991, -0.03529255837202072, -0.03252722695469856, -0.08346389979124069, -0.07506290078163147, 0.09339368343353271, -0.07379438728094101, -0.04854428768157959, -0.018830472603440285, -0.0752616599202156, 0.02326788194477558, 0.02032634988427162, 0.07736726850271225, -0.023358777165412903, 0.04288764297962189, -0.054010841995477676, 0.05824148654937744, 0.11001134663820267, 0.035365406423807144, -0.05824809893965721, 0.06025301292538643, -0.2382364422082901, 0.09637492895126343, -0.07412451505661011, 0.05830197036266327, -0.15449334681034088, -0.02627694234251976, 0.04870045557618141, 0.0076532382518053055, -0.009597796015441418, 0.13436771929264069, -0.21578943729400635, -0.026375943794846535, 0.16865074634552002, -0.10160042345523834, -0.06946627050638199, 0.05867103114724159, -0.049256108701229095, 0.10817171633243561, 0.03891118988394737, -0.025492025539278984, 0.06244310364127159, -0.12527504563331604, 0.007147894706577063, -0.04992884770035744, -0.016554534435272217, 0.1592475026845932, 0.07294736802577972, -0.07235062122344971, 0.07110220938920975, 0.025814544409513474, -0.027441376820206642, -0.04532165080308914, -0.016039686277508736, -0.10585595667362213, 0.014911207370460033, -0.061168964952230453, 0.01876060478389263, -0.020111115649342537, -0.08977947384119034, -0.028080428019165993, -0.1748371720314026, -0.026230180636048317, 0.085477814078331, -0.007464459165930748, -0.018854627385735512, -0.11770102381706238, 0.008567224256694317, 0.044854406267404556, 0.006109896115958691, -0.13499478995800018, -0.04764661565423012, 0.027907660230994225, -0.16220368444919586, 0.033779170364141464, -0.05184612050652504, 0.05056280270218849, 0.026674345135688782, -0.029802238568663597, -0.025906935334205627, 0.022987615317106247, 0.006545235402882099, -0.011514187790453434, -0.24465326964855194, -0.026841215789318085, -0.026506783440709114, 0.166712686419487, -0.20777921378612518, 0.03577128052711487, 0.08057375997304916, 0.15318496525287628, 0.011457439512014389, -0.04087435454130173, 0.005527274217456579, -0.06868630647659302, -0.025992877781391144, -0.05823420733213425, -0.002480053110048175, -0.03337050974369049, -0.04843711107969284, 0.04469521716237068, -0.1662919819355011, -0.03491327911615372, 0.09593124687671661, 0.06427760422229767, -0.13986408710479736, -0.023568401113152504, -0.03526119887828827, -0.049809779971838, -0.047768235206604004, -0.06002878025174141, 0.11181395500898361, 0.058611296117305756, 0.04419868439435959, -0.059296321123838425, -0.07637067884206772, -0.0028071242850273848, -0.014342374168336391, -0.01986078731715679, 0.097631074488163, 0.06816094368696213, -0.1381729394197464, 0.09227006882429123, 0.09810956567525864, 0.07738673686981201, 0.09273158758878708, -0.02444581687450409, -0.08119411021471024, -0.0471174530684948, 0.03257923200726509, 0.018235107883810997, 0.1276484578847885, -0.027872784063220024, 0.04268912971019745, 0.0421174094080925, -0.018595336005091667, 0.013991083949804306, -0.08597505837678909, 0.033884208649396896, 0.02703946642577648, -0.0159194003790617, 0.04745442420244217, -0.037611253559589386, 0.024539871141314507, 0.08754327148199081, 0.04615016281604767, 0.033831849694252014, 0.015717241913080215, -0.05243339762091637, -0.10873834043741226, 0.1642032116651535, -0.12759798765182495, -0.22238075733184814, -0.13922695815563202, 0.003997850697487593, 0.036267586052417755, -0.01646288111805916, 0.002834152430295944, -0.060960907489061356, -0.12132686376571655, -0.08726011961698532, 0.015815909951925278, 0.050406474620103836, -0.0912260189652443, -0.060087788850069046, 0.056193675845861435, 0.037736181169748306, -0.14546552300453186, 0.01776101253926754, 0.04850281774997711, -0.09700650721788406, -0.004754792433232069, 0.07885372638702393, 0.06784981489181519, 0.17673011124134064, 0.018112216144800186, -0.021776698529720306, 0.031116241589188576, 0.20988549292087555, -0.13491620123386383, 0.11005933582782745, 0.13349974155426025, -0.09236859530210495, 0.08153878152370453, 0.20252206921577454, 0.04006611555814743, -0.09986240416765213, 0.032548144459724426, 0.02142537757754326, -0.027797512710094452, -0.2441972941160202, -0.07161470502614975, -0.004515932407230139, -0.06051458790898323, 0.07499068230390549, 0.09190185368061066, 0.08272628486156464, 0.011750337667763233, -0.09449771046638489, -0.08492138236761093, 0.06362129002809525, 0.10420511662960052, 0.02181125245988369, -0.009744768962264061, 0.09036174416542053, -0.03286943957209587, 0.01948373205959797, 0.08554471284151077, 0.0038120283279567957, 0.18320275843143463, 0.051725953817367554, 0.19073979556560516, 0.07944851368665695, 0.06951095163822174, 0.012023290619254112, 0.011227634735405445, 0.018135491758584976, 0.03228217363357544, -0.003646562807261944, -0.08350840210914612, -0.02080707624554634, 0.1153142973780632, 0.0672341138124466, 0.012952476739883423, 0.01729460060596466, -0.04021955281496048, 0.08128432929515839, 0.18377035856246948, -0.0093126455321908, -0.177269846200943, -0.06024068966507912, 0.07718996703624725, -0.09723462164402008, -0.09738315641880035, -0.01454379502683878, 0.030975129455327988, -0.1702532023191452, 0.025819219648838043, -0.023134231567382812, 0.11114585399627686, -0.13745717704296112, -0.020040949806571007, 0.07143081724643707, 0.07336213439702988, 0.004178736824542284, 0.055973317474126816, -0.16574905812740326, 0.1074945405125618, 0.007851972244679928, 0.06788748502731323, -0.0949488952755928, 0.10003086179494858, -0.002759356750175357, -0.016956903040409088, 0.13766175508499146, 0.003847390878945589, -0.0742180123925209, -0.07706846296787262, -0.08544620126485825, -0.010016623884439468, 0.12665624916553497, -0.13990990817546844, 0.08602021634578705, -0.03789570555090904, -0.04160536453127861, -0.0009961887262761593, -0.09994571655988693, -0.11771732568740845, -0.18694964051246643, 0.060274846851825714, -0.13818500936031342, 0.030693015083670616, -0.1080726683139801, -0.033236145973205566, -0.03044886700809002, 0.18898600339889526, -0.23496590554714203, -0.07289838045835495, -0.14654842019081116, -0.10314314812421799, 0.14515270292758942, -0.05135014280676842, 0.0824703797698021, -0.007518251892179251, 0.16955603659152985, 0.01909777894616127, -0.024870775640010834, 0.09702518582344055, -0.09090493619441986, -0.19369281828403473, -0.07736486196517944, 0.1553725302219391, 0.13563397526741028, 0.03274888917803764, -0.0031351360958069563, 0.03731042891740799, -0.016484085470438004, -0.119691863656044, 0.016338739544153214, 0.17828133702278137, 0.06005066633224487, 0.02449444867670536, -0.025351086631417274, -0.12034450471401215, -0.07065033912658691, -0.028268499299883842, 0.030481377616524696, 0.1794593334197998, -0.06955225765705109, 0.18364831805229187, 0.147920161485672, -0.05845186114311218, -0.20284810662269592, 0.01105605997145176, 0.03317207098007202, -0.00011460785754024982, 0.025185899809002876, -0.19945523142814636, 0.08448769152164459, 0.004838644526898861, -0.0498092919588089, 0.1281348466873169, -0.17351724207401276, -0.14425379037857056, 0.07726620137691498, 0.03829115256667137, -0.1926836371421814, -0.12892304360866547, -0.09138946235179901, -0.04540696740150452, -0.18867050111293793, 0.09461917728185654, 0.031194355338811874, 0.009373899549245834, 0.030387504026293755, 0.030604345723986626, 0.01938873715698719, -0.04181704297661781, 0.1860174536705017, -0.023930367082357407, 0.028327496722340584, -0.08596936613321304, -0.07190530747175217, 0.0391114242374897, -0.05227291211485863, 0.07252339273691177, -0.023452037945389748, 0.00719826715067029, -0.09769386798143387, -0.04156304895877838, -0.03843177855014801, 0.01581472158432007, -0.09648153930902481, -0.08523351699113846, -0.04445706307888031, 0.09780744463205338, 0.09553340077400208, -0.03473082184791565, -0.024805041030049324, -0.07508285343647003, 0.04805302992463112, 0.19605006277561188, 0.17889533936977386, 0.03904116898775101, -0.07846304774284363, -0.0033101453445851803, -0.010484009049832821, 0.04490501061081886, -0.20383046567440033, 0.06269704550504684, 0.05393069609999657, 0.019165942445397377, 0.11697915196418762, -0.01937638409435749, -0.15321338176727295, -0.07137971371412277, 0.062210626900196075, -0.05747547000646591, -0.19925202429294586, 0.008424095809459686, 0.062047190964221954, -0.16446428000926971, -0.045800499618053436, 0.046785544604063034, -0.004990153945982456, -0.03839265555143356, 0.022938871756196022, 0.09231305122375488, 0.0029900665394961834, 0.07426668703556061, 0.052022483199834824, 0.0835016593337059, -0.1060708537697792, 0.07922257483005524, 0.08730976283550262, -0.08381073921918869, 0.022620677947998047, 0.10530175268650055, -0.061487648636102676, -0.03560204058885574, 0.017662353813648224, 0.08361397683620453, 0.018624287098646164, -0.03893670439720154, 0.014383325353264809, -0.1065717563033104, 0.059272702783346176, 0.08645539730787277, 0.03302672877907753, 0.01618802361190319, 0.034192394465208054, 0.04655340686440468, -0.06840039044618607, 0.122025266289711, 0.032824426889419556, 0.017204686999320984, -0.035474274307489395, -0.04102595895528793, 0.01851540431380272, -0.03368416428565979, -0.005532157141715288, -0.03097093477845192, -0.07835554331541061, -0.015077406540513039, -0.16520504653453827, -0.009829589165747166, -0.05936548113822937, 0.012285472825169563, 0.031714752316474915, -0.034721489995718, 0.008415459655225277, 0.009580436162650585, -0.07713334262371063, -0.06541574746370316, -0.01965213567018509, 0.0961783304810524, -0.1606777459383011, 0.022340767085552216, 0.08350874483585358, -0.12098895758390427, 0.09293801337480545, 0.01664864458143711, -0.00869405921548605, 0.02654755860567093, -0.1516905426979065, 0.03389517217874527, -0.03324367105960846, 0.009356614202260971, 0.04251125827431679, -0.2180858999490738, -0.0012979574967175722, -0.034122150391340256, -0.06511902064085007, -0.008563618175685406, -0.035606082528829575, -0.1133907288312912, 0.10431582480669022, 0.007158213295042515, -0.08918852359056473, -0.031932637095451355, 0.02896781638264656, 0.08660420775413513, -0.02103978954255581, 0.1533614844083786, -0.008595003746449947, 0.07452014833688736, -0.16158120334148407, -0.019116591662168503, -0.0044966633431613445, 0.021838920190930367, -0.020337330177426338, -0.011089952662587166, 0.043057333678007126, -0.02310733124613762, 0.1769370436668396, -0.034001484513282776, 0.02080564945936203, 0.06879838556051254, 0.02382824197411537, -0.03270673379302025, 0.10420172661542892, 0.04176081717014313, 0.020029285922646523, 0.016749408096075058, 0.0014026050921529531, -0.04661702737212181, -0.03435906395316124, -0.1965997964143753, 0.07266207784414291, 0.15759599208831787, 0.09697116911411285, -0.019108884036540985, 0.07821404188871384, -0.0993313267827034, -0.10917975008487701, 0.12915705144405365, -0.04755320027470589, -0.004375945311039686, -0.07154709100723267, 0.13273866474628448, 0.14712604880332947, -0.18722544610500336, 0.07334931939840317, -0.07133730500936508, -0.04749078303575516, -0.10922681540250778, -0.194550022482872, -0.05630992352962494, -0.049111537635326385, -0.015855323523283005, -0.04727233946323395, 0.07431400567293167, 0.05443255603313446, 0.007043207995593548, -0.0018872307846322656, 0.06250270456075668, -0.02979675866663456, -0.004455813206732273, 0.033084239810705185, 0.06524696946144104, 0.012280851602554321, -0.028982065618038177, 0.017169395461678505, -0.009704679250717163, 0.04565926641225815, 0.06593092530965805, 0.0490880124270916, -0.02946917712688446, 0.01301988959312439, -0.040264759212732315, -0.10370729863643646, 0.044506072998046875, -0.02268853597342968, -0.081757090985775, 0.15341326594352722, 0.023376943543553352, 0.008703592233359814, -0.018961627036333084, 0.23797030746936798, -0.07337556779384613, -0.09915944188833237, -0.14910556375980377, 0.10603363811969757, -0.037726908922195435, 0.05897798761725426, 0.04798928648233414, -0.10144850611686707, 0.018896711990237236, 0.1251462697982788, 0.16306589543819427, -0.03724272549152374, 0.020064668729901314, 0.030806828290224075, 0.005520908627659082, -0.035788439214229584, 0.04845234379172325, 0.06755134463310242, 0.16263099014759064, -0.046816933900117874, 0.09447267651557922, 0.0011601726291701198, -0.09597980976104736, -0.03777771443128586, 0.10832508653402328, -0.014584118500351906, 0.018404638394713402, -0.059979453682899475, 0.11911186575889587, -0.06456011533737183, -0.2371375411748886, 0.062140509486198425, -0.06866546720266342, -0.13664314150810242, -0.023452885448932648, 0.08483598381280899, -0.011404541321098804, 0.028394777327775955, 0.07356005162000656, -0.07185159623622894, 0.20126941800117493, 0.03666449710726738, -0.05399559810757637, -0.054549336433410645, 0.0827551931142807, -0.09896446764469147, 0.27000707387924194, 0.015913790091872215, 0.048061735928058624, 0.1041264757514, -0.008932216092944145, -0.13759581744670868, 0.019727399572730064, 0.0954047441482544, -0.10358903557062149, 0.041838936507701874, 0.19829733669757843, -0.0014832824235782027, 0.1230277270078659, 0.07854447513818741, -0.07668869197368622, 0.0473078191280365, -0.08185897022485733, -0.06852826476097107, -0.0918748751282692, 0.10061057657003403, -0.07712632417678833, 0.14169210195541382, 0.13906599581241608, -0.05018797889351845, 0.011615060269832611, -0.031394075602293015, 0.04402702674269676, 0.0006254917825572193, 0.10420145094394684, 0.002576707163825631, -0.18477243185043335, 0.02472778968513012, 0.006634650751948357, 0.10846512019634247, -0.15925930440425873, -0.09642539173364639, 0.03936212509870529, 0.004935122560709715, -0.06595125794410706, 0.1294470727443695, 0.055943287909030914, 0.043614063411951065, -0.039108045399188995, -0.036952149122953415, -0.006302761845290661, 0.13504701852798462, -0.1053730770945549, 0.002390247769653797 ]

[ "transformers", "tensorboard", "safetensors", "opt", "text-generation", "generated_from_trainer", "dataset:kanishka/counterfactual-babylm-only_measure_nps_as_singular_removal", "model-index", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "region:us" ]

[]

[]

[ "### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 0.001\n* train\\_batch\\_size: 32\n* eval\\_batch\\_size: 64\n* seed: 211\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: linear\n* lr\\_scheduler\\_warmup\\_steps: 32000\n* num\\_epochs: 20.0\n* mixed\\_precision\\_training: Native AMP", "### Training results", "### Framework versions\n\n\n* Transformers 4.37.2\n* Pytorch 2.1.0+cu121\n* Datasets 2.16.1\n* Tokenizers 0.15.1" ]

[ "TAGS\n#transformers #tensorboard #safetensors #opt #text-generation #generated_from_trainer #dataset-kanishka/counterfactual-babylm-only_measure_nps_as_singular_removal #model-index #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n", "### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 0.001\n* train\\_batch\\_size: 32\n* eval\\_batch\\_size: 64\n* seed: 211\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: linear\n* lr\\_scheduler\\_warmup\\_steps: 32000\n* num\\_epochs: 20.0\n* mixed\\_precision\\_training: Native AMP", "### Training results", "### Framework versions\n\n\n* Transformers 4.37.2\n* Pytorch 2.1.0+cu121\n* Datasets 2.16.1\n* Tokenizers 0.15.1" ]

[ 93, 132, 4, 33 ]

[ "passage: TAGS\n#transformers #tensorboard #safetensors #opt #text-generation #generated_from_trainer #dataset-kanishka/counterfactual-babylm-only_measure_nps_as_singular_removal #model-index #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 0.001\n* train\\_batch\\_size: 32\n* eval\\_batch\\_size: 64\n* seed: 211\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: linear\n* lr\\_scheduler\\_warmup\\_steps: 32000\n* num\\_epochs: 20.0\n* mixed\\_precision\\_training: Native AMP### Training results### Framework versions\n\n\n* Transformers 4.37.2\n* Pytorch 2.1.0+cu121\n* Datasets 2.16.1\n* Tokenizers 0.15.1" ]

[ -0.11594349890947342, 0.10405780375003815, -0.0031448258087038994, 0.055534470826387405, 0.1122254803776741, 0.023591935634613037, 0.15713806450366974, 0.1403861790895462, -0.06176947057247162, 0.09218389540910721, 0.13302117586135864, 0.07417438924312592, 0.056744568049907684, 0.1327238380908966, -0.05213522911071777, -0.26955610513687134, 0.025840269401669502, 0.021809570491313934, -0.07785162329673767, 0.11987926065921783, 0.0896465927362442, -0.11287786811590195, 0.05344466120004654, 0.01887521706521511, -0.12206126749515533, -0.011856531724333763, -0.006985720247030258, -0.060896582901477814, 0.10108023136854172, 0.017084086313843727, 0.12301000207662582, 0.02851995825767517, 0.07820822298526764, -0.2159096747636795, 0.013755070976912975, 0.06467017531394958, 0.02854769118130207, 0.0906757339835167, 0.09473171085119247, -0.022132717072963715, 0.10523101687431335, -0.10291683673858643, 0.07763080298900604, 0.03818860277533531, -0.1169278547167778, -0.24634942412376404, -0.06625154614448547, 0.05509414151310921, 0.10285826772451401, 0.07909176498651505, -0.022781556472182274, 0.10836667567491531, -0.04179565608501434, 0.09112458676099777, 0.19484646618366241, -0.22100341320037842, -0.09584557265043259, -0.03230234980583191, 0.05461650714278221, 0.06882018595933914, -0.11447609215974808, -0.023344824090600014, 0.040522243827581406, 0.019800785928964615, 0.11582625657320023, 0.007256204728037119, 0.052540987730026245, -0.01940508745610714, -0.14153103530406952, -0.06304017454385757, 0.13719914853572845, 0.06925906985998154, -0.04153570160269737, -0.09347391873598099, -0.04731238633394241, -0.16891588270664215, -0.05643412843346596, 0.01698407717049122, 0.017822911962866783, -0.03866152837872505, -0.08905620872974396, -0.024009285494685173, -0.09848815202713013, -0.08431587368249893, 0.027471089735627174, 0.18877393007278442, 0.05456176772713661, -0.031102526932954788, -0.017356611788272858, 0.10824239253997803, 0.07176442444324493, -0.1471739262342453, -0.002099763834849, 0.02632889151573181, -0.061494264751672745, -0.030162053182721138, -0.031048063188791275, -0.047759074717760086, 0.01584550179541111, 0.1238463744521141, -0.037881553173065186, 0.0841141939163208, 0.009072493761777878, 0.03326622024178505, -0.07673678547143936, 0.15112243592739105, -0.03145967796444893, 0.013496184721589088, -0.024899208918213844, 0.13500197231769562, 0.00014940017717890441, -0.010295103304088116, -0.035430908203125, 0.018372928723692894, 0.1408020555973053, 0.04250096529722214, -0.014076780527830124, 0.04240243136882782, -0.06599170714616776, -0.02124585211277008, 0.011050358414649963, -0.10594264417886734, 0.02688061073422432, 0.025829588994383812, -0.04376509413123131, -0.011253131553530693, 0.01625259965658188, 0.004714049398899078, -0.013498389162123203, 0.09028349071741104, -0.08733878284692764, -0.003419753396883607, -0.08776191622018814, -0.0805860161781311, 0.008453067392110825, -0.03582552447915077, 0.005669621750712395, -0.09272688627243042, -0.1367293894290924, -0.04586825519800186, 0.04963959380984306, -0.03580425679683685, -0.04702382534742355, -0.05024166405200958, -0.07787792384624481, 0.05162268504500389, -0.012658102437853813, 0.11867044866085052, -0.0534982793033123, 0.10530881583690643, 0.030348217114806175, 0.0363604910671711, 0.04987134784460068, 0.04428289085626602, -0.06881777942180634, 0.06914466619491577, -0.10152164101600647, 0.06663478910923004, -0.07880546897649765, 0.04359804466366768, -0.11826672405004501, -0.10926693677902222, -0.041751813143491745, -0.00307677430100739, 0.08820556104183197, 0.11659221351146698, -0.14331471920013428, -0.06723710149526596, 0.18040595948696136, -0.0956754982471466, -0.12680791318416595, 0.11717551201581955, -0.029941441491246223, 0.030664220452308655, 0.03683081641793251, 0.15342645347118378, 0.08032187074422836, -0.07638871669769287, 0.000544755719602108, -0.0450880266726017, 0.09438067674636841, 0.03585170581936836, 0.10263270139694214, -0.01247213501483202, -0.0268758125603199, -0.006706261076033115, -0.0529438853263855, 0.06562881171703339, -0.09034153819084167, -0.08303604274988174, -0.039152730256319046, -0.08082500845193863, 0.025093967095017433, 0.05843612551689148, 0.03749757260084152, -0.08678563684225082, -0.11436283588409424, 0.036076731979846954, 0.11046050488948822, -0.10431480407714844, 0.010125242173671722, -0.06733120232820511, 0.031682852655649185, -0.06570878624916077, -0.013442537747323513, -0.14884650707244873, -0.08888941258192062, 0.03372616320848465, -0.051854901015758514, -0.01709146425127983, -0.04776008799672127, 0.09073156118392944, 0.0610034242272377, -0.05151243507862091, -0.09258793294429779, -0.0649191215634346, 0.0024392595514655113, -0.08978024125099182, -0.20325131714344025, -0.06852085143327713, -0.03369360789656639, 0.17262695729732513, -0.24882712960243225, 0.03834402561187744, -0.010190611705183983, 0.11950637400150299, 0.04166816920042038, -0.04936123266816139, 0.004928181413561106, 0.038110893219709396, -0.035421863198280334, -0.09061028063297272, 0.04456430673599243, 0.012892368249595165, -0.1178230494260788, 0.03229556232690811, -0.14769446849822998, 0.08986300975084305, 0.0933796614408493, -0.006812704727053642, -0.09227289259433746, -0.04920071363449097, -0.0755201056599617, -0.06233765929937363, -0.035527292639017105, -0.01570982299745083, 0.15554510056972504, 0.0339583158493042, 0.12746313214302063, -0.09992863982915878, -0.0553668849170208, 0.023323556408286095, -0.01930742710828781, -0.02644813060760498, 0.14039573073387146, 0.04775624722242355, -0.11109195649623871, 0.0988631621003151, 0.10591436922550201, -0.07456155121326447, 0.15840211510658264, -0.05901964008808136, -0.1153847873210907, -0.024631962180137634, 0.04766741394996643, 0.042345546185970306, 0.11227136850357056, -0.10790526866912842, 0.019023895263671875, 0.020933888852596283, 0.015656691044569016, 0.029712114483118057, -0.20189353823661804, -0.014654876664280891, 0.04019627720117569, -0.04905625432729721, -0.008128459565341473, -0.020403079688549042, 0.00331895868293941, 0.09732566773891449, -0.018002305179834366, -0.011483078822493553, 0.01731684058904648, -0.011755219660699368, -0.09733052551746368, 0.21317265927791595, -0.07458285242319107, -0.14258836209774017, -0.13356779515743256, 0.017072360962629318, -0.016999032348394394, -0.008259793743491173, 0.030851390212774277, -0.08586923032999039, -0.030777843669056892, -0.09292763471603394, 0.0008623209432698786, -0.03581857681274414, 0.016396723687648773, 0.010109703987836838, -0.0049621849320828915, 0.09170734882354736, -0.09838246554136276, 0.006911835167557001, -0.002768132137134671, -0.035291533917188644, 0.05261881276965141, 0.025971468538045883, 0.07816050946712494, 0.12575377523899078, 0.00202973117120564, -0.002461672993376851, -0.017507046461105347, 0.16893437504768372, -0.07998266816139221, -0.019230376929044724, 0.11751912534236908, -0.01496629323810339, 0.057054173201322556, 0.09578097611665726, 0.0446028895676136, -0.08215149492025375, 0.0360538624227047, 0.04518693685531616, -0.016522178426384926, -0.240732803940773, -0.015583282336592674, -0.04246435686945915, -0.027083000168204308, 0.14500978589057922, 0.03844105079770088, -0.03285234794020653, 0.08023923635482788, -0.040407951921224594, 0.0086049884557724, -0.005859477911144495, 0.09468074887990952, 0.05578719824552536, 0.04118746146559715, 0.11054809391498566, -0.015875019133090973, -0.05540924519300461, 0.02663116157054901, -0.009160309098660946, 0.23035934567451477, -0.01725986786186695, 0.1641354113817215, 0.040710706263780594, 0.14471982419490814, 0.008054720237851143, 0.07993853092193604, 0.02387666516005993, -0.021876754239201546, 0.02147216908633709, -0.05979783087968826, -0.04777070879936218, 0.039248015731573105, 0.011707345023751259, 0.05476336553692818, -0.12051206827163696, 0.019121872261166573, 0.020303860306739807, 0.2919950485229492, 0.04755750671029091, -0.33568188548088074, -0.09523355215787888, 0.01585438847541809, -0.06296081095933914, -0.08895806968212128, 0.007956507615745068, 0.12761075794696808, -0.10815143585205078, 0.03972991928458214, -0.10846395045518875, 0.08431096374988556, -0.06379323452711105, -0.0035525865387171507, 0.06112663075327873, 0.07907629758119583, -0.016516247764229774, 0.06920944899320602, -0.24788258969783783, 0.2818309962749481, -0.008972233161330223, 0.07726757228374481, -0.05094999819993973, 0.02552211657166481, 0.03722461685538292, -0.03079903870820999, 0.0710812583565712, -0.005382247734814882, -0.0964113101363182, -0.19159607589244843, -0.1019602119922638, 0.03580882400274277, 0.1246671974658966, -0.0610697902739048, 0.13456937670707703, -0.03698061779141426, 0.007647163234651089, 0.06195532903075218, -0.08959079533815384, -0.1342032104730606, -0.10113519430160522, 0.03319346904754639, 0.02865186519920826, 0.04738609120249748, -0.11763181537389755, -0.11449620872735977, -0.04051832854747772, 0.159900963306427, -0.06247090548276901, -0.05023502930998802, -0.14513763785362244, 0.06462179124355316, 0.15352590382099152, -0.06740120053291321, 0.035659078508615494, 0.00796450860798359, 0.1532372534275055, 0.03210039064288139, -0.014617721550166607, 0.08147132396697998, -0.08583107590675354, -0.2191094607114792, -0.04501437023282051, 0.15029005706310272, 0.0439327098429203, 0.04665105417370796, -0.009145945310592651, 0.012246022000908852, -0.025757746770977974, -0.07704098522663116, 0.06016366928815842, 0.022514892742037773, 0.03173583373427391, 0.0506194531917572, -0.06330933421850204, 0.022212062031030655, -0.06738929450511932, -0.041553109884262085, 0.13794057071208954, 0.3181924521923065, -0.05149877443909645, 0.001600078772753477, 0.024736404418945312, -0.06528830528259277, -0.1333288699388504, 0.01930198073387146, 0.12316582351922989, 0.023339049890637398, 0.030459050089120865, -0.1968260109424591, 0.06438516080379486, 0.09487302601337433, -0.023553434759378433, 0.08242703229188919, -0.28513410687446594, -0.13201989233493805, 0.10216565430164337, 0.1510685384273529, 0.0006427753833122551, -0.16577254235744476, -0.057426244020462036, -0.009615147486329079, -0.07303888350725174, 0.10318110138177872, -0.019763249903917313, 0.12293229252099991, -0.018463104963302612, 0.060117077082395554, 0.03453759104013443, -0.06794947385787964, 0.16758279502391815, -0.03584789112210274, 0.07220006734132767, -0.018076974898576736, 0.03353414684534073, 0.047592658549547195, -0.0743134468793869, 0.023211874067783356, -0.0848025307059288, 0.04470972716808319, -0.13503079116344452, -0.034708213061094284, -0.07709113508462906, 0.036867961287498474, -0.05055175721645355, -0.03917800635099411, -0.0006466580089181662, 0.04564398527145386, 0.07892642915248871, 0.0029522874392569065, 0.1320640593767166, -0.021585406735539436, 0.14153151214122772, 0.08389727026224136, 0.10971438884735107, 0.01262803003191948, -0.06099465489387512, -0.03909524157643318, -0.008383596315979958, 0.04637645557522774, -0.10764256119728088, 0.041658055037260056, 0.1275239735841751, 0.03591052442789078, 0.14920729398727417, 0.05621355026960373, -0.06416410952806473, 0.008388468995690346, 0.0593532919883728, -0.10378530621528625, -0.11489338427782059, -0.024163035675883293, 0.07852967083454132, -0.1774507313966751, -0.00445832684636116, 0.11594028770923615, -0.06573313474655151, -0.012037485837936401, -0.008246758952736855, 0.024371718987822533, -0.013078705407679081, 0.1929841786623001, 0.037751127034425735, 0.07659038156270981, -0.06904692947864532, 0.08800054341554642, 0.039636317640542984, -0.13507047295570374, 0.04593160003423691, 0.05573388561606407, -0.045879848301410675, -0.026792535558342934, 0.04900409281253815, 0.11319386959075928, -0.0039806789718568325, -0.044021282345056534, -0.12447104603052139, -0.11377977579832077, 0.06252650171518326, 0.08812412619590759, 0.03220224753022194, 0.027322739362716675, -0.013993367552757263, 0.03003380447626114, -0.12726356089115143, 0.117790587246418, 0.09061025828123093, 0.09496963769197464, -0.14716599881649017, 0.14672160148620605, -0.006202593445777893, -0.003323175013065338, -0.00721976812928915, 0.020133623853325844, -0.10275120288133621, -0.0009062697063200176, -0.09094518423080444, 0.01903286576271057, -0.05531572550535202, -0.0034821447916328907, 0.013680093921720982, -0.057716596871614456, -0.06340792775154114, 0.006575813051313162, -0.1038278192281723, -0.056082114577293396, 0.014949188567698002, 0.07129878550767899, -0.09287648648023605, -0.025546178221702576, 0.04963807389140129, -0.11298134177923203, 0.07439855486154556, 0.050172511488199234, 0.021613337099552155, 0.02394850179553032, -0.124653659760952, 0.048498719930648804, 0.024332016706466675, -0.009958270005881786, 0.004491536878049374, -0.15412098169326782, 0.005567645654082298, -0.01244736835360527, 0.009624060243368149, 0.0054916744120419025, 0.04368964955210686, -0.13830597698688507, -0.029575122520327568, -0.022447161376476288, -0.03977387025952339, -0.06822226196527481, 0.03808102384209633, 0.024318531155586243, 0.017651889473199844, 0.18159711360931396, -0.09014107286930084, 0.041123222559690475, -0.23485606908798218, 0.008158005774021149, -0.015421045944094658, -0.08682847023010254, -0.039962708950042725, -0.02832423895597458, 0.07821676135063171, -0.06921752542257309, 0.09093773365020752, -0.04290713742375374, 0.018055478110909462, 0.028350042179226875, -0.09486795961856842, 0.04912552237510681, 0.03643748164176941, 0.2650720477104187, 0.033708423376083374, -0.03228888288140297, 0.05757160112261772, 0.0011104987934231758, 0.0589924119412899, 0.10209338366985321, 0.151951402425766, 0.18903422355651855, -0.03144451603293419, 0.09326282143592834, 0.03214087337255478, -0.0831611305475235, -0.10650598257780075, 0.10185039043426514, -0.03032057173550129, 0.1002855896949768, -0.010589509271085262, 0.22195199131965637, 0.1235843300819397, -0.18165160715579987, 0.019010554999113083, -0.027542343363165855, -0.07979236543178558, -0.09078418463468552, -0.07913078367710114, -0.079973503947258, -0.14039908349514008, 0.010835148394107819, -0.12537169456481934, 0.018779471516609192, 0.06827736645936966, 0.02138923667371273, 0.006182667799293995, 0.16727976500988007, 0.06584609299898148, 0.002415470080450177, 0.11033576726913452, 0.013395218178629875, -0.0026358256582170725, -0.05409105122089386, -0.125225231051445, 0.043683335185050964, -0.016884595155715942, 0.0504518561065197, -0.049637529999017715, -0.04245918616652489, 0.06297003477811813, 0.0031240612734109163, -0.1228095293045044, 0.01722574234008789, -0.00974311400204897, 0.05494076758623123, 0.03919178992509842, 0.024436937645077705, 0.001218477264046669, -0.031336430460214615, 0.23763182759284973, -0.06541236490011215, -0.021735168993473053, -0.12347018718719482, 0.21035557985305786, -0.005494534503668547, -0.036812420934438705, 0.028911171481013298, -0.07757918536663055, 0.029255559667944908, 0.15264619886875153, 0.09156224876642227, -0.02091115526854992, -0.008470511063933372, -0.00002709183536353521, -0.013879331760108471, -0.04068551957607269, 0.10492435097694397, 0.08905596286058426, -0.014627406373620033, -0.070356085896492, -0.042321085929870605, -0.04689870402216911, -0.02883068658411503, -0.04543803259730339, 0.05951395258307457, 0.03486715257167816, 0.0007377297151833773, -0.039938487112522125, 0.09444329142570496, -0.04220806434750557, -0.09305918216705322, 0.012486418709158897, -0.14811697602272034, -0.17239919304847717, -0.038396384567022324, 0.0655459612607956, 0.003290839260444045, 0.05036802217364311, -0.019025668501853943, -0.008017053827643394, 0.07865969091653824, -0.009271100163459778, -0.02462412603199482, -0.06579787284135818, 0.056592848151922226, -0.07737185806035995, 0.22756443917751312, -0.027863068506121635, 0.016709739342331886, 0.12746530771255493, 0.019214242696762085, -0.11052937060594559, 0.05160128325223923, 0.0677105039358139, -0.09769248962402344, 0.06764234602451324, 0.20177090167999268, -0.03283398970961571, 0.11002454161643982, 0.05863738805055618, -0.10612738877534866, -0.0001268772903131321, -0.09037670493125916, -0.04230519011616707, -0.06255356222391129, -0.008223345503211021, -0.04032446816563606, 0.1440015435218811, 0.22219641506671906, -0.06822217255830765, -0.021756697446107864, -0.06017118692398071, 0.036520153284072876, 0.05796710401773453, 0.10768590122461319, -0.026440635323524475, -0.2770003378391266, 0.01271342858672142, 0.04081209376454353, 0.015965774655342102, -0.27388691902160645, -0.08923298120498657, 0.016442755237221718, -0.06329814344644547, -0.07164859771728516, 0.11076824367046356, 0.08060000091791153, 0.04989676550030708, -0.04887467622756958, -0.08817638456821442, -0.04852752014994621, 0.18295890092849731, -0.15373821556568146, -0.06173596903681755 ]

[ "stable-baselines3", "SpaceInvadersNoFrameskip-v4", "deep-reinforcement-learning", "reinforcement-learning", "model-index", "region:us" ]

[]

[]

[ "# DQN Agent playing SpaceInvadersNoFrameskip-v4\nThis is a trained model of a DQN agent playing SpaceInvadersNoFrameskip-v4\nusing the stable-baselines3 library\nand the RL Zoo.\n\nThe RL Zoo is a training framework for Stable Baselines3\nreinforcement learning agents,\nwith hyperparameter optimization and pre-trained agents included.", "## Usage (with SB3 RL Zoo)\n\nRL Zoo: URL\nSB3: URL\nSB3 Contrib: URL\n\nInstall the RL Zoo (with SB3 and SB3-Contrib):\n\n\n\n\nIf you installed the RL Zoo3 via pip ('pip install rl_zoo3'), from anywhere you can do:", "## Training (with the RL Zoo)", "## Hyperparameters", "# Environment Arguments" ]

[ "TAGS\n#stable-baselines3 #SpaceInvadersNoFrameskip-v4 #deep-reinforcement-learning #reinforcement-learning #model-index #region-us \n", "# DQN Agent playing SpaceInvadersNoFrameskip-v4\nThis is a trained model of a DQN agent playing SpaceInvadersNoFrameskip-v4\nusing the stable-baselines3 library\nand the RL Zoo.\n\nThe RL Zoo is a training framework for Stable Baselines3\nreinforcement learning agents,\nwith hyperparameter optimization and pre-trained agents included.", "## Usage (with SB3 RL Zoo)\n\nRL Zoo: URL\nSB3: URL\nSB3 Contrib: URL\n\nInstall the RL Zoo (with SB3 and SB3-Contrib):\n\n\n\n\nIf you installed the RL Zoo3 via pip ('pip install rl_zoo3'), from anywhere you can do:", "## Training (with the RL Zoo)", "## Hyperparameters", "# Environment Arguments" ]

[ 43, 90, 73, 9, 5, 7 ]

[ "passage: TAGS\n#stable-baselines3 #SpaceInvadersNoFrameskip-v4 #deep-reinforcement-learning #reinforcement-learning #model-index #region-us \n# DQN Agent playing SpaceInvadersNoFrameskip-v4\nThis is a trained model of a DQN agent playing SpaceInvadersNoFrameskip-v4\nusing the stable-baselines3 library\nand the RL Zoo.\n\nThe RL Zoo is a training framework for Stable Baselines3\nreinforcement learning agents,\nwith hyperparameter optimization and pre-trained agents included.## Usage (with SB3 RL Zoo)\n\nRL Zoo: URL\nSB3: URL\nSB3 Contrib: URL\n\nInstall the RL Zoo (with SB3 and SB3-Contrib):\n\n\n\n\nIf you installed the RL Zoo3 via pip ('pip install rl_zoo3'), from anywhere you can do:## Training (with the RL Zoo)## Hyperparameters# Environment Arguments" ]

[ 0.043572068214416504, 0.2414778620004654, -0.0026879787910729647, 0.012635791674256325, 0.05784223601222038, 0.0030472534708678722, 0.08585051447153091, 0.10650663822889328, 0.024212315678596497, -0.001382096204906702, 0.003954293206334114, 0.17533031105995178, 0.03632635250687599, 0.13125447928905487, -0.018073517829179764, -0.2066594809293747, -0.013479253277182579, -0.06247470900416374, -0.07153085619211197, 0.036099132150411606, 0.07206681370735168, -0.030116932466626167, 0.036061208695173264, -0.051406677812337875, -0.057161085307598114, 0.036824777722358704, -0.03157254680991173, 0.007067287806421518, 0.15158706903457642, -0.1222257912158966, 0.12329676002264023, 0.020955175161361694, 0.1896144151687622, -0.12332789599895477, 0.0339222252368927, 0.08982209116220474, -0.036988191306591034, 0.013221588917076588, 0.00975361280143261, -0.052562564611434937, 0.1590864509344101, -0.09371145814657211, 0.07146181166172028, 0.010926910676062107, -0.07592244446277618, -0.1774153709411621, -0.09356249868869781, 0.07947742193937302, 0.0617753230035305, 0.005319166928529739, 0.03726791962981224, 0.11306490749120712, -0.020991774275898933, 0.06488905102014542, 0.11562903225421906, -0.17549200356006622, 0.013578375801444054, 0.17859570682048798, 0.003242473118007183, 0.15767055749893188, -0.05546637624502182, 0.019877681508660316, 0.02752300351858139, 0.04758313298225403, 0.06873945891857147, -0.08186400681734085, -0.1364826112985611, -0.056155186146497726, -0.15456219017505646, -0.03352400287985802, 0.05195203423500061, -0.011860138736665249, -0.05783402919769287, -0.010724928230047226, -0.04010869935154915, 0.0008851495804265141, -0.028637725859880447, 0.01805497519671917, 0.07031578570604324, -0.01226285845041275, 0.02092539705336094, -0.08391954004764557, -0.0390290804207325, -0.038563769310712814, -0.018022390082478523, 0.12054917961359024, 0.08285853266716003, 0.0266572255641222, -0.04135355353355408, 0.10274127870798111, -0.07091585546731949, -0.05454207584261894, 0.04555258899927139, -0.03786851093173027, -0.10615779459476471, 0.02120024710893631, -0.05905991420149803, 0.026879185810685158, 0.09943640232086182, 0.18048083782196045, -0.09862488508224487, 0.012620617635548115, -0.03430783003568649, 0.08121664822101593, -0.03196052461862564, 0.03197542577981949, -0.0840383991599083, -0.016251085326075554, 0.17835216224193573, 0.0030782297253608704, 0.022272996604442596, 0.002074616262689233, -0.049819961190223694, -0.02881433069705963, -0.017756454646587372, 0.06631895154714584, 0.07032092660665512, 0.010587303899228573, -0.0037596761249005795, -0.027667716145515442, -0.036921944469213486, -0.05629328638315201, -0.04952820762991905, 0.018803736194968224, -0.04712437093257904, -0.047942135483026505, 0.06027210131287575, -0.005624116864055395, 0.11337806284427643, -0.025607796385884285, 0.026316547766327858, -0.019410157576203346, -0.07494441419839859, -0.13221681118011475, -0.0304415225982666, 0.0691632330417633, 0.04371757060289383, -0.22497159242630005, -0.16994807124137878, -0.008539012633264065, 0.017946386709809303, -0.018741264939308167, -0.11334165185689926, 0.02453240379691124, -0.007166135590523481, -0.049758363515138626, -0.01601579785346985, 0.10474669933319092, -0.020438622683286667, 0.018010856583714485, -0.05593825876712799, 0.16603368520736694, -0.14290283620357513, 0.031004127115011215, -0.08706212788820267, 0.023509707301855087, -0.21286657452583313, 0.041208744049072266, -0.177636057138443, 0.04863585904240608, -0.08500861376523972, 0.02327173389494419, 0.021320728585124016, 0.01968831568956375, 0.08580207824707031, 0.10143322497606277, -0.23631145060062408, 0.05405791476368904, 0.07900930196046829, -0.022739801555871964, -0.04218491166830063, 0.06798892468214035, -0.06558530032634735, 0.1382148116827011, 0.046505436301231384, 0.24831900000572205, 0.10361487418413162, -0.2036508023738861, 0.061786454170942307, 0.0578593946993351, -0.08880111575126648, -0.004730981774628162, -0.020022382959723473, 0.11598580330610275, -0.01114928349852562, 0.03338807821273804, -0.12186288088560104, 0.1456439197063446, 0.02738998830318451, -0.0165485180914402, -0.04454165697097778, -0.1614885926246643, 0.10309953987598419, -0.015504824928939342, 0.09532155096530914, -0.042415786534547806, 0.0001161050095106475, -0.011168917641043663, 0.18012429773807526, -0.043841805309057236, 0.0007168867159634829, 0.07871408760547638, 0.10895700752735138, 0.028009075671434402, -0.020230965688824654, -0.20380273461341858, -0.0423048660159111, 0.02367858961224556, 0.044489551335573196, 0.2190362960100174, 0.19936694204807281, 0.07770156860351562, -0.022313760593533516, -0.025487221777439117, -0.003248062450438738, -0.05106664076447487, 0.03467361256480217, -0.027858436107635498, -0.024532482028007507, 0.06065356358885765, -0.09305168688297272, 0.02817818708717823, -0.13112716376781464, 0.06307920068502426, -0.17345242202281952, 0.06863926351070404, 0.021998396143317223, -0.005436043255031109, 0.024577690288424492, -0.011292695067822933, -0.034188106656074524, -0.06233125180006027, 0.07110602408647537, 0.06098933145403862, 0.014702376909554005, 0.0021991983521729708, -0.0683600977063179, -0.13828523457050323, 0.08231553435325623, -0.04042381793260574, -0.14305958151817322, 0.06392676383256912, 0.011172642931342125, 0.04875864461064339, -0.05975872278213501, 0.016254881396889687, 0.22900153696537018, 0.05321883037686348, 0.09785865992307663, -0.04092191904783249, -0.022525805979967117, -0.06617844104766846, -0.06677833944559097, 0.09694591909646988, 0.10812206566333771, 0.060318704694509506, -0.0030071530491113663, 0.07626225054264069, 0.10942911356687546, -0.1035122498869896, -0.0651884600520134, 0.03220061957836151, -0.05973697826266289, 0.019652515649795532, 0.049140311777591705, 0.02971293032169342, 0.08619047701358795, 0.1833551675081253, 0.008245792239904404, 0.0386311337351799, -0.025997694581747055, 0.026109617203474045, -0.15547916293144226, -0.03145433962345123, 0.04308181628584862, 0.00886955764144659, -0.07408110797405243, 0.04994636029005051, 0.051439400762319565, 0.13607151806354523, -0.08217083662748337, -0.13170577585697174, -0.059745315462350845, -0.03804200142621994, -0.04239124804735184, 0.14975430071353912, -0.08507520705461502, -0.19221234321594238, -0.017164425924420357, -0.15751953423023224, -0.02518727444112301, -0.005179801490157843, 0.002318724524229765, -0.08325926214456558, 0.017780914902687073, 0.010001576505601406, -0.03129372000694275, -0.0684933215379715, -0.06596160680055618, -0.05786636844277382, 0.09124112874269485, 0.06932931393384933, -0.12240120023488998, -0.00961651187390089, -0.03742414712905884, -0.020465577021241188, 0.04516167193651199, 0.08452648669481277, -0.007267598994076252, 0.07773483544588089, -0.13209199905395508, -0.06962883472442627, 0.02834828943014145, 0.2766247093677521, 0.02882981114089489, 0.004668009467422962, 0.17051753401756287, -0.03629542142152786, 0.04912714660167694, 0.16181479394435883, 0.030781643465161324, -0.14196757972240448, 0.07090470939874649, -0.011341600678861141, -0.09542687982320786, -0.1706860214471817, -0.10215658694505692, -0.037867411971092224, -0.05015881359577179, 0.05638284236192703, 0.004951419774442911, -0.04476970434188843, 0.05910305306315422, 0.08782228082418442, -0.017004497349262238, -0.06151578947901726, 0.11129767447710037, 0.032263003289699554, -0.030136963352560997, 0.08078382909297943, -0.042354047298431396, -0.04206389561295509, 0.0032403599470853806, 0.22643887996673584, 0.0937788337469101, -0.01775507442653179, -0.042567066848278046, 0.019317636266350746, 0.05095715448260307, 0.03613382205367088, 0.11312435567378998, -0.06975842267274857, -0.06826137751340866, -0.035185977816581726, 0.027829548344016075, -0.02945687249302864, 0.08205190300941467, 0.0630207508802414, 0.005563626065850258, -0.04653681069612503, -0.07972332090139389, -0.04849022626876831, 0.08408913016319275, -0.027642227709293365, -0.10093270242214203, 0.09321888536214828, 0.048575710505247116, 0.0016974330646917224, 0.03055831417441368, 0.027994604781270027, 0.01462269201874733, -0.07982148975133896, -0.06775744259357452, 0.011468625627458096, 0.07076629996299744, -0.06822766363620758, -0.027886953204870224, -0.19817815721035004, 0.14578363299369812, 0.010630400851368904, 0.04118429124355316, -0.13048617541790009, 0.1209396943449974, -0.023116756230592728, -0.026430301368236542, 0.013811616227030754, 0.0014643745962530375, 0.08203291147947311, -0.04806509613990784, 0.15762180089950562, 0.009528410620987415, -0.28092408180236816, -0.1418946087360382, -0.08416824042797089, -0.051183976233005524, -0.022873088717460632, 0.014752174727618694, 0.0642135739326477, 0.01516205258667469, 0.003868846921250224, -0.013076163828372955, 0.03185269236564636, -0.09826882928609848, -0.06493937969207764, -0.04839126765727997, -0.02250157669186592, -0.06525848805904388, -0.05647949501872063, -0.0006809153710491955, -0.17226077616214752, 0.12522587180137634, 0.11787347495555878, -0.06451737880706787, -0.041814323514699936, -0.06554657220840454, 0.046191465109586716, -0.07571537792682648, 0.0469326451420784, 0.003414976177737117, 0.019198855385184288, -0.06806991249322891, -0.17922484874725342, 0.016097763553261757, -0.10899919271469116, 0.03772687539458275, -0.05070559307932854, 0.020257100462913513, 0.08594245463609695, 0.17520126700401306, 0.05856714025139809, 0.01460097823292017, -0.07239776104688644, -0.07543374598026276, -0.0017121878918260336, -0.06344114243984222, 0.05762333422899246, -0.009151889942586422, -0.20333483815193176, 0.02763226442039013, -0.11414948850870132, 0.06860900670289993, 0.3310066759586334, 0.3324824273586273, -0.10698744654655457, 0.1177443116903305, 0.04819539934396744, -0.042202454060316086, -0.21051374077796936, -0.002244179602712393, 0.012272895313799381, 0.024992236867547035, 0.13725964725017548, -0.12924811244010925, 0.05453680083155632, 0.0794181227684021, -0.024458877742290497, 0.01456840243190527, -0.09078162908554077, -0.10816970467567444, 0.20847418904304504, 0.14226987957954407, 0.04421741142868996, -0.09421348571777344, 0.08391669392585754, 0.004295284394174814, 0.08375877887010574, 0.2107764035463333, -0.052112679928541183, 0.10695768147706985, 0.005195184610784054, 0.19852910935878754, 0.0328996516764164, -0.023768596351146698, 0.10834760218858719, -0.009801650419831276, 0.07911337912082672, 0.03985166177153587, -0.007676942739635706, 0.010487722232937813, -0.04522453248500824, 0.014148596674203873, -0.028376007452607155, 0.010284217074513435, -0.2274095118045807, 0.0582297146320343, -0.06368855386972427, 0.04604509472846985, 0.008256820961833, -0.0999874547123909, -0.03583388403058052, 0.06431841105222702, 0.08014573156833649, 0.01975327916443348, 0.0436067171394825, -0.03867863491177559, 0.11051398515701294, 0.20660489797592163, -0.009811338968575, 0.17751595377922058, -0.0615963339805603, 0.01464168168604374, -0.023011628538370132, -0.04223164543509483, -0.1462583988904953, -0.035259708762168884, 0.03498423472046852, 0.057734888046979904, 0.015203364193439484, 0.049647457897663116, -0.05656236410140991, 0.08498423546552658, 0.021687336266040802, -0.041541360318660736, 0.033579520881175995, 0.08835696429014206, 0.12415177375078201, 0.010754258371889591, -0.030121933668851852, 0.06147436052560806, -0.08128108084201813, -0.09446098655462265, -0.004497923422604799, -0.029991207644343376, -0.1083834245800972, 0.11353230476379395, 0.16914646327495575, 0.039594944566488266, -0.057076629251241684, 0.10688766092061996, -0.02768099494278431, 0.10047874599695206, 0.009198128245770931, 0.06507332623004913, -0.014091075398027897, -0.03691792115569115, 0.10611724853515625, -0.05442855879664421, -0.01637818105518818, 0.07645545154809952, -0.06522727757692337, -0.023877469822764397, -0.0801999643445015, 0.06034626066684723, 0.09222240000963211, -0.16854619979858398, -0.0639432892203331, -0.032122284173965454, -0.08628080040216446, 0.013965039514005184, 0.012447911314666271, 0.0710059329867363, -0.08589600026607513, 0.06316167116165161, -0.024337708950042725, 0.015639442950487137, -0.03689891844987869, 0.019222697243094444, -0.19525384902954102, -0.002140450058504939, -0.11280795186758041, -0.00348020251840353, -0.002931603929027915, 0.04463808611035347, -0.04961875081062317, -0.029358822852373123, -0.0030675032176077366, 0.044366419315338135, -0.16609135270118713, 0.002798673929646611, -0.011639905162155628, 0.03210212290287018, -0.0002893915225286037, -0.0983390137553215, 0.014195028692483902, -0.04294256120920181, -0.04198618605732918, 0.04925514757633209, 0.009436776861548424, 0.06470516324043274, -0.2795179784297943, -0.14905457198619843, 0.030816160142421722, 0.0683867484331131, 0.05483196675777435, -0.1830425262451172, 0.03568267077207565, -0.08042316138744354, -0.02253127470612526, -0.037770628929138184, 0.018491698428988457, -0.0539514496922493, 0.0018174031283706427, -0.04225044324994087, -0.023033907637000084, -0.028055014088749886, -0.07556360960006714, 0.0826747715473175, 0.12462522834539413, 0.07555580884218216, -0.03807181864976883, 0.09595896303653717, -0.10009756684303284, -0.04657831788063049, -0.04052736237645149, -0.036951083689928055, 0.017965637147426605, -0.0870552659034729, 0.048530060797929764, 0.05188591405749321, 0.18719671666622162, -0.08520494401454926, -0.058800119906663895, -0.014255574904382229, 0.0746525228023529, 0.07849094271659851, 0.005095830652862787, 0.17779210209846497, -0.045693784952163696, 0.05693846940994263, 0.021304311230778694, 0.046699028462171555, 0.10497613251209259, -0.023569339886307716, 0.14490213990211487, 0.21171095967292786, -0.037196725606918335, -0.11048602312803268, 0.043668005615472794, 0.01745123788714409, -0.002401199424639344, 0.05968761444091797, 0.11983796209096909, -0.050589341670274734, -0.10903856158256531, 0.23442286252975464, 0.054169271141290665, -0.11218088120222092, 0.09546315670013428, 0.039532262831926346, -0.015890996903181076, -0.1301896870136261, 0.010444961488246918, -0.0013640925753861666, -0.11233190447092056, 0.03386834263801575, -0.06087532266974449, -0.025547027587890625, 0.11809267848730087, 0.008789865300059319, 0.03317064419388771, -0.04139537364244461, -0.03756232187151909, -0.04352104663848877, -0.04273213446140289, -0.012549578212201595, -0.02991986647248268, -0.030186517164111137, -0.07621737569570541, -0.007770835887640715, -0.012012424878776073, 0.030795488506555557, -0.015285328030586243, -0.02503054589033127, -0.021192016080021858, -0.06697061657905579, -0.0026312144473195076, -0.008178025484085083, 0.015549594536423683, 0.010121971368789673, 0.2358063906431198, 0.07042546570301056, -0.10260069370269775, -0.01036880537867546, 0.22197756171226501, -0.03853277862071991, -0.06528383493423462, -0.07849395275115967, 0.25128230452537537, -0.10482002794742584, 0.051095426082611084, -0.005819917656481266, -0.06550488620996475, -0.07153836637735367, 0.2309868484735489, 0.13502730429172516, -0.1677926480770111, 0.06329060345888138, -0.0368385910987854, -0.009490780532360077, -0.14286863803863525, 0.16013580560684204, 0.1865294873714447, 0.09480160474777222, -0.12259847670793533, 0.0023130534682422876, -0.03518044203519821, -0.018328361213207245, -0.1660851687192917, -0.004593863617628813, -0.029364850372076035, -0.0427238829433918, -0.050771355628967285, 0.029773715883493423, -0.15205919742584229, -0.0927426889538765, -0.1916799396276474, -0.11482496559619904, -0.12386849522590637, -0.04549141973257065, -0.11142764985561371, -0.0019938007462769747, 0.02257080189883709, -0.0641874223947525, 0.021061956882476807, -0.0212461706250906, -0.05887424945831299, 0.015386379323899746, -0.08395619690418243, 0.0674985870718956, 0.06488548219203949, 0.15327942371368408, -0.0790991559624672, 0.025424562394618988, 0.07090727984905243, -0.057595450431108475, -0.10164349526166916, 0.06067253649234772, 0.015708057209849358, -0.1972588747739792, 0.007548294495791197, 0.17712996900081635, -0.10420889407396317, 0.09745754301548004, 0.048501528799533844, -0.012951982207596302, 0.0867827981710434, -0.024721821770071983, -0.016682926565408707, -0.04852180927991867, -0.011212974786758423, -0.10143939405679703, 0.09892100840806961, 0.0876845121383667, -0.0517118014395237, 0.07436849176883698, -0.09508965909481049, -0.04068392515182495, 0.13103286921977997, -0.010057874955236912, -0.08450483530759811, -0.11667824536561966, -0.04081142693758011, 0.09684515744447708, -0.018041390925645828, -0.20185889303684235, -0.11639472097158432, -0.11752668023109436, -0.00014377340266946703, -0.03563340753316879, 0.061800602823495865, 0.02430674433708191, -0.02556120604276657, -0.008150683715939522, -0.17615078389644623, -0.06614746153354645, 0.13479791581630707, -0.10176112502813339, -0.07456064969301224 ]

[ "tensorboard", "safetensors", "autotrain", "text-generation", "conversational", "license:other", "endpoints_compatible", "region:us" ]

[]

[]

[ "# Model Trained Using AutoTrain\n\nThis model was trained using AutoTrain. For more information, please visit AutoTrain.", "# Usage" ]

[ "TAGS\n#tensorboard #safetensors #autotrain #text-generation #conversational #license-other #endpoints_compatible #region-us \n", "# Model Trained Using AutoTrain\n\nThis model was trained using AutoTrain. For more information, please visit AutoTrain.", "# Usage" ]

[ 41, 29, 3 ]

[ "passage: TAGS\n#tensorboard #safetensors #autotrain #text-generation #conversational #license-other #endpoints_compatible #region-us \n# Model Trained Using AutoTrain\n\nThis model was trained using AutoTrain. For more information, please visit AutoTrain.# Usage" ]

[ -0.027139926329255104, 0.05549413338303566, -0.001086072763428092, 0.0458357073366642, 0.11233107000589371, -0.03919310122728348, 0.25330719351768494, 0.05724795535206795, -0.03235183656215668, -0.07674083113670349, 0.18840105831623077, 0.18488869071006775, -0.03171338140964508, 0.14625823497772217, -0.03068830817937851, -0.2556142807006836, 0.014358164742588997, 0.0045296261087059975, 0.09734679758548737, 0.10690443962812424, 0.13996313512325287, -0.08409817516803741, 0.04779442772269249, 0.05504542589187622, -0.21212154626846313, 0.03396059572696686, 0.07364731281995773, -0.10847485810518265, 0.1812181919813156, 0.05314876511693001, 0.13394244015216827, 0.03942825272679329, 0.11810304969549179, -0.10978661477565765, 0.027138201519846916, 0.02522261068224907, -0.028195848688483238, 0.07583968341350555, 0.07542945444583893, -0.032452408224344254, 0.0983496606349945, 0.17407329380512238, 0.1203153133392334, 0.04488663002848625, -0.09238871932029724, 0.02062407322227955, -0.012019496411085129, 0.01698697917163372, 0.1256086677312851, 0.10495282709598541, -0.0233027134090662, 0.21972255408763885, -0.12350398302078247, 0.09147249907255173, -0.10042452067136765, -0.2998514175415039, -0.02898949384689331, 0.23076921701431274, 0.0885743498802185, 0.000009943089935404714, -0.13909539580345154, 0.0714062973856926, 0.10903196036815643, -0.008379057981073856, 0.06390078365802765, -0.023791620507836342, -0.04102479666471481, -0.003995601553469896, -0.09138286113739014, 0.03857232257723808, 0.16629371047019958, -0.06115882471203804, -0.0014376816106960177, -0.14251862466335297, -0.030591007322072983, 0.029780447483062744, 0.0014873158652335405, -0.11689703911542892, -0.027005087584257126, 0.09389875084161758, -0.04272151365876198, -0.06311851739883423, -0.15389303863048553, -0.0454421229660511, -0.08688711374998093, 0.011851770803332329, 0.005009328946471214, 0.008037209510803223, -0.11562680453062057, 0.08981089293956757, 0.009057710878551006, -0.09574903547763824, 0.058846596628427505, -0.08302060514688492, 0.004863778129220009, -0.11868158727884293, -0.01823366805911064, -0.17185001075267792, 0.017361367121338844, 0.1743340939283371, 0.17856407165527344, 0.011556620709598064, -0.08119673281908035, 0.05105486884713173, 0.027566175907850266, 0.10752616077661514, 0.03950304165482521, -0.015383190475404263, 0.05597636103630066, -0.033588800579309464, -0.01045486144721508, -0.043443288654088974, -0.21071277558803558, 0.06327097117900848, 0.011061734519898891, 0.04313728213310242, -0.0669732317328453, 0.0747966319322586, -0.02011682465672493, 0.03054383210837841, 0.01818717271089554, -0.02988259121775627, 0.049371398985385895, -0.03925693407654762, 0.013712245039641857, -0.0809786394238472, 0.032900117337703705, 0.10831229388713837, 0.026870984584093094, 0.09901712834835052, -0.09215869009494781, -0.021803077310323715, -0.11723243445158005, -0.058838676661252975, 0.01927344501018524, -0.0007232280331663787, 0.04639449343085289, -0.18217580020427704, -0.24385316669940948, -0.039855461567640305, 0.06950496137142181, -0.03284268453717232, -0.0660507082939148, -0.08602586388587952, 0.010475946590304375, 0.05847384035587311, -0.025249049067497253, 0.06053835526108742, -0.006766340229660273, 0.02725645713508129, -0.09177345037460327, 0.005915171932429075, -0.06345934420824051, 0.0016364285256713629, -0.10958781838417053, -0.028317639604210854, -0.023075606673955917, 0.019820749759674072, -0.04484573379158974, 0.1346224695444107, -0.015361327677965164, 0.05166352912783623, -0.05846923962235451, 0.056585509330034256, 0.02016746811568737, 0.11968892812728882, -0.16490231454372406, -0.002552325837314129, 0.1652221381664276, -0.10205310583114624, -0.11537600308656693, 0.11744437366724014, -0.10948594659566879, 0.23891519010066986, 0.09570688754320145, 0.15996620059013367, 0.029400693252682686, -0.12259995192289352, 0.11311465501785278, 0.044385701417922974, -0.08553649485111237, -0.04975805804133415, -0.01613697037100792, -0.0187750943005085, -0.15317568182945251, 0.013573155738413334, 0.14734122157096863, 0.07551421970129013, -0.029119504615664482, -0.08670662343502045, -0.012989569455385208, -0.05794382840394974, 0.04643617570400238, 0.02886943705379963, 0.13005796074867249, -0.06525770574808121, -0.0426858626306057, 0.0716388151049614, 0.03417434170842171, 0.04155395179986954, -0.051185354590415955, -0.08899204432964325, -0.017478253692388535, -0.04541110619902611, -0.010380160994827747, -0.08366479724645615, -0.0700906440615654, -0.022523561492562294, 0.11905723065137863, 0.04952830821275711, 0.1251334697008133, 0.049467846751213074, 0.027002273127436638, -0.02090955153107643, 0.03143099695444107, 0.17509233951568604, 0.044941626489162445, -0.13911008834838867, -0.12228391319513321, 0.11367963999509811, -0.08558206260204315, 0.12818413972854614, -0.27459999918937683, 0.03262881562113762, -0.08165117353200912, 0.09496741741895676, 0.0027740169316530228, 0.05194971710443497, -0.0684652030467987, 0.01999986171722412, -0.0958189070224762, -0.01624615490436554, 0.07022757828235626, 0.06327712535858154, -0.05662659928202629, 0.14026139676570892, -0.17570924758911133, 0.19565783441066742, 0.11632779240608215, -0.11043189465999603, -0.10105086863040924, -0.08642042428255081, 0.0036167094949632883, -0.012462062761187553, -0.09999484568834305, 0.0058722663670778275, 0.12042854726314545, -0.03889302536845207, 0.17995381355285645, -0.02769639901816845, -0.03988126292824745, -0.011288275942206383, -0.0866771936416626, -0.014757689088582993, 0.0010102991946041584, 0.11456076800823212, -0.21932855248451233, 0.13577896356582642, 0.11419139057397842, -0.051889847964048386, 0.22218789160251617, 0.025907613337039948, 0.024796508252620697, -0.006247390992939472, -0.028414150699973106, 0.009269235655665398, 0.05920398235321045, -0.07477575540542603, -0.027919800952076912, 0.003957283683121204, -0.0092135826125741, 0.036593832075595856, -0.14668212831020355, -0.03666090592741966, 0.012492007575929165, 0.054741308093070984, 0.05988682061433792, 0.059844184666872025, -0.09232781827449799, 0.07059172540903091, -0.04286655783653259, -0.13985447585582733, 0.1107911691069603, 0.0060933795757591724, -0.12343225628137589, 0.1803586333990097, -0.07787143439054489, -0.19732743501663208, -0.16621485352516174, -0.11972853541374207, 0.014468242414295673, 0.07504851371049881, 0.04481320083141327, -0.05905783176422119, -0.05832948908209801, -0.01938783936202526, -0.13421949744224548, 0.0015642110956832767, -0.025473810732364655, -0.09767882525920868, 0.05334441736340523, -0.009880103170871735, -0.11362743377685547, -0.033706214278936386, -0.011477314867079258, -0.06063736230134964, 0.04996487870812416, -0.03063584864139557, 0.05468389019370079, 0.16709968447685242, -0.014212493784725666, 0.026945235207676888, -0.04314466938376427, 0.13374222815036774, -0.09364467114210129, 0.027101639658212662, 0.07683544605970383, -0.05926739051938057, 0.0322793610394001, 0.20565038919448853, 0.03931461274623871, -0.06251461803913116, 0.05211615934967995, -0.01300883013755083, -0.07548793405294418, -0.20642392337322235, -0.08616714179515839, -0.018872160464525223, -0.004724911414086819, 0.0740182176232338, 0.06067976355552673, 0.27492231130599976, 0.13033071160316467, 0.08231183141469955, 0.0327739454805851, 0.031089577823877335, 0.07130683213472366, 0.10141957551240921, -0.045351143926382065, 0.17327657341957092, -0.07304312288761139, -0.15891112387180328, 0.03544701635837555, 0.005132387857884169, 0.06854364275932312, 0.16671641170978546, 0.007023849990218878, 0.048709530383348465, 0.10315679013729095, 0.12708161771297455, 0.09641235321760178, 0.054253000766038895, -0.07218553125858307, -0.0012286589480936527, -0.005305302795022726, -0.026303669437766075, 0.1362561583518982, -0.00046331988414749503, -0.06845024228096008, 0.004173303488641977, 0.035755008459091187, 0.04544354975223541, 0.06030682846903801, 0.02706083655357361, -0.2688038945198059, 0.03317579999566078, 0.03258064389228821, -0.05240030959248543, -0.10697153955698013, 0.08676817268133163, 0.03545473515987396, -0.15415973961353302, 0.009957630187273026, -0.05253329873085022, 0.07863115519285202, 0.011545667424798012, 0.04271426796913147, -0.07402849197387695, -0.04174455255270004, -0.04944342002272606, 0.14203289151191711, -0.36370033025741577, 0.21619655191898346, -0.006830292288213968, 0.07295355945825577, -0.11626013368368149, 0.008941524662077427, 0.08032336086034775, 0.13351061940193176, 0.1214267686009407, -0.057370346039533615, -0.15501785278320312, -0.061875052750110626, -0.10546572506427765, -0.017368091270327568, 0.011643516831099987, 0.011438592337071896, -0.015686411410570145, -0.09938836097717285, -0.0007191341137513518, 0.05575770139694214, -0.031139280647039413, -0.14712563157081604, -0.17559047043323517, -0.013708721846342087, 0.053798891603946686, 0.01039790641516447, -0.02297559380531311, -0.07223079353570938, -0.07598548382520676, 0.18843905627727509, 0.017605016008019447, 0.010744013823568821, -0.1267765909433365, -0.0211129579693079, -0.07204801589250565, -0.023109255358576775, 0.0591631755232811, 0.010498205199837685, 0.1408766806125641, -0.0984286293387413, -0.06850062310695648, 0.11168986558914185, -0.11995355039834976, -0.0296772550791502, -0.13311097025871277, 0.039311543107032776, -0.013930300250649452, 0.0019760821014642715, 0.11339738965034485, 0.034697309136390686, -0.065993532538414, -0.06231782212853432, -0.010306917130947113, -0.01983947865664959, 0.004338997416198254, -0.1453656256198883, -0.10612037032842636, -0.11072193831205368, -0.02665124088525772, -0.10663683712482452, 0.21942123770713806, 0.12710125744342804, -0.09963835775852203, 0.1507042944431305, 0.19085004925727844, -0.10560127347707748, -0.3029433488845825, -0.03758569061756134, -0.03614523634314537, 0.01042028795927763, 0.052465375512838364, -0.10016904771327972, 0.10020822286605835, -0.004682690836489201, -0.09071888029575348, -0.012875484302639961, -0.1332244724035263, -0.16934457421302795, 0.2425684779882431, 0.027740225195884705, 0.18792714178562164, -0.08958053588867188, -0.05931283161044121, -0.08887685835361481, 0.07167080044746399, 0.07230978459119797, -0.10829314589500427, 0.052640654146671295, 0.06571503728628159, 0.06849011033773422, 0.03001396730542183, -0.046969201415777206, 0.04856084659695625, -0.0685959905385971, 0.06622105091810226, -0.16036126017570496, -0.04903446137905121, 0.05513772740960121, -0.027114855125546455, 0.08837562054395676, -0.045733582228422165, 0.023816362023353577, -0.049519676715135574, -0.06783362478017807, 0.016798026859760284, 0.06947769224643707, -0.010557430796325207, -0.11664488166570663, -0.0023799410555511713, -0.0001851402485044673, 0.003798362798988819, -0.056741535663604736, 0.06440608948469162, -0.024307509884238243, 0.16197754442691803, 0.18213209509849548, 0.22810977697372437, -0.06883032619953156, 0.035292305052280426, -0.028084218502044678, -0.11230967938899994, 0.0835658609867096, -0.05905301868915558, 0.007088550366461277, 0.06093867868185043, -0.04436035454273224, 0.15304213762283325, 0.06302426010370255, -0.023623578250408173, -0.014216885901987553, 0.14470265805721283, -0.16506865620613098, -0.01060457993298769, -0.06767161190509796, 0.1326562762260437, 0.04198072478175163, -0.009442887268960476, 0.11170413345098495, -0.0699271634221077, -0.015712426975369453, 0.028324346989393234, 0.0006050282390788198, -0.02406279183924198, 0.06398393213748932, 0.05348778888583183, 0.0234637763351202, -0.05472220480442047, 0.025176841765642166, 0.0722203329205513, -0.03072275035083294, 0.06242464855313301, 0.007681041024625301, -0.07700609415769577, -0.10173168778419495, 0.03668944537639618, 0.2752801775932312, -0.15260876715183258, -0.09022942930459976, -0.01293264701962471, -0.09389843791723251, -0.0022608607541769743, 0.11169756948947906, 0.07335275411605835, 0.029061542823910713, -0.060580506920814514, -0.01626879908144474, -0.12279229611158371, 0.1050315797328949, -0.01852598413825035, 0.04680366814136505, -0.15155616402626038, 0.0745868980884552, -0.017912980169057846, -0.0077625419944524765, -0.09016294777393341, -0.021869845688343048, -0.13424256443977356, 0.02158970944583416, -0.07701745629310608, -0.03308233991265297, -0.0459207147359848, -0.022100694477558136, 0.06900330632925034, -0.007899959571659565, -0.02777872420847416, -0.02411218360066414, -0.08961070328950882, 0.042163655161857605, 0.014423605985939503, 0.030176332220435143, -0.044656362384557724, -0.02405896596610546, 0.01923391781747341, -0.004822327755391598, 0.05716795101761818, -0.0010958941420540214, -0.010174169205129147, 0.030106110498309135, -0.16514046490192413, 0.038273196667432785, 0.06191452965140343, 0.011508648283779621, 0.02424795925617218, -0.021737953647971153, -0.0018561079632490873, 0.09054802358150482, 0.04585824906826019, 0.03687870502471924, 0.011025887914001942, -0.0873480960726738, 0.048339005559682846, 0.06997828185558319, -0.1324043571949005, -0.036405570805072784, -0.017806943506002426, -0.017597384750843048, -0.030787678435444832, 0.2054802030324936, -0.11842762678861618, 0.04016297683119774, -0.05013446509838104, 0.04507654905319214, -0.03293733298778534, -0.09565191715955734, -0.05252337083220482, -0.09204892069101334, -0.02712174877524376, -0.020230986177921295, 0.25583967566490173, 0.15121719241142273, -0.0226773489266634, 0.04129955545067787, 0.04341581091284752, 0.0822424590587616, 0.007453450001776218, 0.18559139966964722, 0.06772497296333313, -0.0013120286166667938, -0.12615074217319489, 0.07755409926176071, 0.03751662001013756, -0.05538594350218773, 0.014171074144542217, -0.010532640852034092, -0.1126057505607605, 0.07215515524148941, 0.07383084297180176, -0.028012176975607872, -0.0910046175122261, -0.11854562908411026, -0.12325716763734818, 0.038516566157341, -0.09675229340791702, 0.03040294535458088, 0.18707814812660217, -0.05968274176120758, -0.018261119723320007, -0.06825742870569229, -0.06702327728271484, -0.21684440970420837, -0.19894014298915863, -0.10148875415325165, -0.06482657790184021, 0.04089851677417755, -0.026273420080542564, 0.0364372655749321, 0.01442588772624731, 0.06449200958013535, -0.062291957437992096, 0.0987730547785759, -0.09214674681425095, 0.025841906666755676, 0.0011953203938901424, -0.02887633629143238, 0.00903320498764515, -0.2084316611289978, -0.0007441829657182097, -0.14608801901340485, -0.0058806356973946095, -0.02894151583313942, -0.04418741911649704, 0.026549741625785828, -0.001695065526291728, -0.011429454199969769, -0.01772264763712883, -0.010636563412845135, 0.027661345899105072, 0.028542719781398773, 0.056926626712083817, 0.021746328100562096, 0.004735887981951237, 0.02130277082324028, 0.19689784944057465, -0.03654266148805618, -0.14267215132713318, -0.1396569460630417, 0.19610263407230377, -0.0006993417046032846, 0.10599878430366516, -0.07313507795333862, -0.013131856918334961, 0.06016526371240616, 0.32045072317123413, 0.27119672298431396, -0.05262213200330734, 0.010116464458405972, -0.017002223059535027, -0.008013651706278324, -0.028321655467152596, 0.16524869203567505, -0.0001161322943517007, 0.19725893437862396, -0.06469258666038513, 0.013387450948357582, -0.014107211492955685, -0.08006207644939423, -0.06046360358595848, 0.12547224760055542, -0.00986608024686575, -0.003953396342694759, -0.01878383383154869, 0.07922805100679398, -0.07593490183353424, 0.11825694143772125, -0.1079479455947876, -0.05408896505832672, -0.06810387969017029, 0.048589129000902176, 0.1347869485616684, -0.03979865461587906, 0.04452402517199516, -0.03259386122226715, -0.015653783455491066, 0.013312606140971184, -0.04531089961528778, -0.09555462747812271, 0.006992687471210957, 0.06398781388998032, -0.022717608138918877, 0.24616771936416626, -0.02360832318663597, 0.05345937982201576, 0.09784020483493805, 0.0065172514878213406, -0.0765647366642952, 0.09085403382778168, 0.0050888159312307835, -0.053313564509153366, 0.1124519407749176, 0.0035579963587224483, 0.006471545435488224, -0.015531079843640327, 0.005561299156397581, -0.15853364765644073, 0.1406017243862152, -0.15508677065372467, -0.09865288436412811, -0.05270601063966751, 0.13324645161628723, -0.02777857519686222, 0.1621675342321396, 0.05496421456336975, -0.014418665319681168, 0.0035464121028780937, -0.015237431973218918, 0.04721850901842117, -0.0009800513507798314, -0.0823616310954094, -0.033644672483205795, -0.18589724600315094, -0.012747902423143387, 0.047270361334085464, -0.026161834597587585, -0.2605358064174652, -0.07658558338880539, -0.06751655787229538, -0.04995943605899811, -0.12565596401691437, 0.050980228930711746, 0.22033780813217163, 0.03622179850935936, -0.022171910852193832, -0.08444327861070633, -0.016116393730044365, 0.01519850455224514, -0.045565165579319, -0.0974278599023819 ]

[ "transformers", "safetensors", "llama", "text-generation", "arxiv:1910.09700", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "4-bit", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ "TAGS\n#transformers #safetensors #llama #text-generation #arxiv-1910.09700 #autotrain_compatible #endpoints_compatible #text-generation-inference #4-bit #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ 59, 6, 3, 82, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4 ]

[ "passage: TAGS\n#transformers #safetensors #llama #text-generation #arxiv-1910.09700 #autotrain_compatible #endpoints_compatible #text-generation-inference #4-bit #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact" ]

[ -0.049007222056388855, 0.16460949182510376, -0.005271392408758402, 0.021910345181822777, 0.09685911983251572, 0.01403510570526123, 0.07018975168466568, 0.11002060770988464, -0.02425350993871689, 0.11399492621421814, 0.03344893455505371, 0.09780009090900421, 0.11368958652019501, 0.1498505026102066, -0.002398149576038122, -0.23227156698703766, 0.04924226179718971, -0.1249755248427391, -0.03746527433395386, 0.1159956082701683, 0.15001481771469116, -0.10170940309762955, 0.07611104100942612, -0.029819702729582787, -0.008722295984625816, -0.032589927315711975, -0.056551046669483185, -0.04997202008962631, 0.051094699651002884, 0.07382578402757645, 0.06793182343244553, 0.004094683099538088, 0.09450557827949524, -0.2669448256492615, 0.0197003111243248, 0.0730973482131958, -0.002068581758067012, 0.07547242939472198, 0.054895199835300446, -0.07525460422039032, 0.09282654523849487, -0.0507965162396431, 0.1469351053237915, 0.08020289987325668, -0.09152709692716599, -0.19188682734966278, -0.0887833908200264, 0.10164182633161545, 0.18469172716140747, 0.045696184039115906, -0.022488808259367943, 0.09940612316131592, -0.08621317893266678, 0.011039474047720432, 0.05154034495353699, -0.06937182694673538, -0.05223534256219864, 0.06355299055576324, 0.08018788695335388, 0.07678371667861938, -0.12301702797412872, -0.02094447799026966, 0.008637533523142338, 0.00831096712499857, 0.08201737701892853, 0.023290244862437248, 0.1510206013917923, 0.03883988782763481, -0.12744688987731934, -0.050009194761514664, 0.10665731877088547, 0.041741468012332916, -0.04784774035215378, -0.25138479471206665, -0.030326439067721367, -0.027732934802770615, -0.029999805614352226, -0.03873695060610771, 0.04263332113623619, -0.0072723389603197575, 0.0826614573597908, -0.008116158656775951, -0.07679495960474014, -0.03798604756593704, 0.06191713735461235, 0.060809630900621414, 0.026244111359119415, -0.011753023602068424, 0.010934822261333466, 0.1174238994717598, 0.10631082952022552, -0.12367359548807144, -0.051516905426979065, -0.06431761384010315, -0.07867198437452316, -0.04216236248612404, 0.03455616533756256, 0.041060756891965866, 0.049376390874385834, 0.2486443817615509, 0.017620395869016647, 0.05382118001580238, 0.03803925961256027, 0.010167144238948822, 0.06406087428331375, 0.11435336619615555, -0.061582546681165695, -0.09715550392866135, -0.025186026468873024, 0.08966731280088425, 0.01176387071609497, -0.04024789482355118, -0.05783011019229889, 0.06293477863073349, 0.016524890437722206, 0.1202789843082428, 0.09223750233650208, 0.003793274285271764, -0.07138240337371826, -0.06413803994655609, 0.1937950700521469, -0.1626761257648468, 0.04747059941291809, 0.034180231392383575, -0.038511235266923904, -0.0016249394975602627, 0.008853171020746231, 0.024325255304574966, -0.021725021302700043, 0.08937039971351624, -0.05618007108569145, -0.041590798646211624, -0.10983981937170029, -0.035744234919548035, 0.03192625194787979, 0.009910091757774353, -0.03217151761054993, -0.031847331672906876, -0.08444786816835403, -0.06831640005111694, 0.09424425661563873, -0.07356466352939606, -0.053753651678562164, -0.016938211396336555, -0.07437273859977722, 0.024786023423075676, 0.01960081420838833, 0.07747352123260498, -0.02004585787653923, 0.042900070548057556, -0.05549933388829231, 0.06014169380068779, 0.10937028378248215, 0.033117540180683136, -0.05445994809269905, 0.0621645413339138, -0.2418462336063385, 0.0997670441865921, -0.06829129904508591, 0.05325306951999664, -0.15072302520275116, -0.02465333603322506, 0.04913770779967308, 0.008168290369212627, -0.010590006597340107, 0.13754788041114807, -0.21924975514411926, -0.027699807658791542, 0.1631394773721695, -0.09464818984270096, -0.07676627486944199, 0.05986984074115753, -0.052457790821790695, 0.10692904144525528, 0.04047565534710884, -0.026259733363986015, 0.06162377819418907, -0.13397987186908722, 0.0005626814090646803, -0.045883387327194214, -0.01928110048174858, 0.15731419622898102, 0.07587230950593948, -0.06994020938873291, 0.07348526269197464, 0.023750323802232742, -0.023168303072452545, -0.046913031488657, -0.017583578824996948, -0.1088033989071846, 0.010729904286563396, -0.061985816806554794, 0.01937699131667614, -0.025795195251703262, -0.09332547336816788, -0.028493179008364677, -0.17521639168262482, -0.020266273990273476, 0.08516935259103775, -0.009352635592222214, -0.01925206556916237, -0.11787936836481094, 0.015734510496258736, 0.03501737862825394, 0.002549536293372512, -0.1319509893655777, -0.05043373629450798, 0.02751830592751503, -0.16075198352336884, 0.033688947558403015, -0.05403051897883415, 0.0491553395986557, 0.03133281692862511, -0.031412381678819656, -0.028679344803094864, 0.022094380110502243, 0.004997676704078913, -0.014611656777560711, -0.24550160765647888, -0.026604164391756058, -0.02145342156291008, 0.16796952486038208, -0.21640902757644653, 0.0374150350689888, 0.07194960117340088, 0.15254895389080048, 0.008589224889874458, -0.038006994873285294, 0.002335198922082782, -0.075041763484478, -0.03255171701312065, -0.06050482019782066, -0.009038056246936321, -0.03572068363428116, -0.05482286959886551, 0.04863523691892624, -0.16824471950531006, -0.029467429965734482, 0.1015508770942688, 0.06473538279533386, -0.13604550063610077, -0.019663551822304726, -0.03585261106491089, -0.042308371514081955, -0.05517838895320892, -0.05935737490653992, 0.10260266810655594, 0.05827045813202858, 0.04566904529929161, -0.06485172361135483, -0.0747392401099205, 0.0017082487465813756, -0.019673427566885948, -0.022536588832736015, 0.09213293343782425, 0.07581926137208939, -0.12331884354352951, 0.09213830530643463, 0.10402927547693253, 0.08686267584562302, 0.0966128259897232, -0.023164015263319016, -0.08361977338790894, -0.049845483154058456, 0.02228725142776966, 0.017598064616322517, 0.13447505235671997, -0.007804518099874258, 0.05406574159860611, 0.04160919412970543, -0.013909573666751385, 0.009752067737281322, -0.09242741018533707, 0.032518286257982254, 0.03427431732416153, -0.01857241988182068, 0.041615914553403854, -0.039849672466516495, 0.019975949078798294, 0.09018522500991821, 0.046917494386434555, 0.04021155461668968, 0.014107138849794865, -0.04660527780652046, -0.11187547445297241, 0.16612006723880768, -0.12780359387397766, -0.23512837290763855, -0.1463187336921692, 0.0034277087543159723, 0.03630480915307999, -0.009390040300786495, 0.0017278295708820224, -0.06397698074579239, -0.11876852810382843, -0.09194197505712509, 0.010153552517294884, 0.04896695911884308, -0.0851091742515564, -0.0603698305785656, 0.05686335638165474, 0.04057794436812401, -0.14546048641204834, 0.019262617453932762, 0.04933769255876541, -0.09224124997854233, -0.009894786402583122, 0.08289197087287903, 0.06857553124427795, 0.18091025948524475, 0.013082148507237434, -0.02271466888487339, 0.03428078070282936, 0.21755947172641754, -0.13586747646331787, 0.11420658230781555, 0.1426045000553131, -0.09194567799568176, 0.08309654146432877, 0.19839057326316833, 0.04078111797571182, -0.10157861560583115, 0.032499175518751144, 0.018653791397809982, -0.030491048470139503, -0.24355553090572357, -0.07171683013439178, 0.00034942623460665345, -0.057900771498680115, 0.07530075311660767, 0.09018687158823013, 0.09155713021755219, 0.01583298109471798, -0.0946493074297905, -0.07830986380577087, 0.05305508151650429, 0.10324970632791519, 0.020061472430825233, -0.013236436992883682, 0.09051742404699326, -0.03375976160168648, 0.017617853358387947, 0.09066354483366013, 0.0011531224008649588, 0.17065346240997314, 0.05820678174495697, 0.18275249004364014, 0.07604338973760605, 0.07338658720254898, 0.01378361415117979, 0.01180104911327362, 0.019032908603549004, 0.02708563208580017, -0.004741039127111435, -0.08538748323917389, -0.01599922962486744, 0.12008915096521378, 0.07424698024988174, 0.015674617141485214, 0.014355434104800224, -0.04089333862066269, 0.08203015476465225, 0.17435193061828613, -0.001506963511928916, -0.1824604868888855, -0.06271602213382721, 0.08220411837100983, -0.09449198096990585, -0.10147359222173691, -0.02445729449391365, 0.03089604340493679, -0.17088350653648376, 0.023070847615599632, -0.016430631279945374, 0.11182350665330887, -0.13931094110012054, -0.019696295261383057, 0.0640200525522232, 0.07118809968233109, -0.00031885437783785164, 0.05944213643670082, -0.16128569841384888, 0.10404066741466522, 0.013166810385882854, 0.06712377816438675, -0.09715772420167923, 0.10046469420194626, -0.006883090827614069, -0.013416164554655552, 0.13275203108787537, 0.008256223052740097, -0.07161599397659302, -0.07921489328145981, -0.09379399567842484, -0.009093280881643295, 0.12668752670288086, -0.14835532009601593, 0.08585991710424423, -0.035368360579013824, -0.04256736859679222, 0.0022144275717437267, -0.10755012929439545, -0.12217973172664642, -0.1874755620956421, 0.05520224943757057, -0.1321607530117035, 0.039849888533353806, -0.10649667680263519, -0.03462952747941017, -0.029491933062672615, 0.1882491409778595, -0.22971367835998535, -0.06835493445396423, -0.15157760679721832, -0.09785088151693344, 0.14553189277648926, -0.04969761520624161, 0.08694402873516083, -0.005991519894450903, 0.18016821146011353, 0.022223925217986107, -0.021585633978247643, 0.09859558939933777, -0.09382225573062897, -0.1963716447353363, -0.08180448412895203, 0.15751656889915466, 0.13459575176239014, 0.03521031513810158, -0.0027760460507124662, 0.037876322865486145, -0.01856307126581669, -0.12259240448474884, 0.021658578887581825, 0.17797763645648956, 0.0652514174580574, 0.02310643345117569, -0.026529761031270027, -0.11104881763458252, -0.06772379577159882, -0.033685971051454544, 0.03064778819680214, 0.18449479341506958, -0.0722544714808464, 0.18419069051742554, 0.143813356757164, -0.05867353826761246, -0.1976030021905899, 0.008879725821316242, 0.03365374729037285, 0.007196295075118542, 0.03445420414209366, -0.20255140960216522, 0.0841677114367485, 0.00034181843511760235, -0.05190233513712883, 0.13343381881713867, -0.17106693983078003, -0.15042030811309814, 0.07339101284742355, 0.03619921952486038, -0.19460853934288025, -0.11963265389204025, -0.08913769572973251, -0.05391303077340126, -0.18051348626613617, 0.10290905088186264, 0.03496568650007248, 0.008035079576075077, 0.03376363217830658, 0.028494013473391533, 0.01669638603925705, -0.03928735852241516, 0.1920013129711151, -0.026591487228870392, 0.029855716973543167, -0.08456290513277054, -0.06990274786949158, 0.04655740037560463, -0.05482156574726105, 0.0760476216673851, -0.027013001963496208, 0.011612839996814728, -0.10561433434486389, -0.042526841163635254, -0.029051896184682846, 0.013453613966703415, -0.0963861495256424, -0.08940120041370392, -0.0490599125623703, 0.09310506284236908, 0.09519506990909576, -0.035876575857400894, -0.03684677556157112, -0.07069114595651627, 0.039579302072525024, 0.18676936626434326, 0.17657315731048584, 0.04523694887757301, -0.0789421945810318, -0.005537794437259436, -0.011924253776669502, 0.04352729767560959, -0.21637341380119324, 0.06442029029130936, 0.05013522133231163, 0.017847778275609016, 0.11767403781414032, -0.02045002020895481, -0.1556767225265503, -0.07006701827049255, 0.06328949332237244, -0.06132598593831062, -0.1951322853565216, 0.005576360039412975, 0.054395273327827454, -0.16848263144493103, -0.048018258064985275, 0.04364382475614548, -0.004054433200508356, -0.0402018167078495, 0.01867259293794632, 0.08977478742599487, 0.003425614908337593, 0.0704059898853302, 0.05869606137275696, 0.08224445581436157, -0.10246741771697998, 0.07471306622028351, 0.08622124791145325, -0.07954994589090347, 0.026619622483849525, 0.09149482846260071, -0.05819176882505417, -0.02969011478126049, 0.02704544924199581, 0.0793747529387474, 0.011502381414175034, -0.042540501803159714, 0.011518802493810654, -0.10228829830884933, 0.06203006953001022, 0.08760257810354233, 0.03265642002224922, 0.015443529933691025, 0.03219176456332207, 0.045628782361745834, -0.07176384329795837, 0.1219232901930809, 0.028246978297829628, 0.015991143882274628, -0.04067446291446686, -0.04898078367114067, 0.024271609261631966, -0.0303955040872097, -0.006366716232150793, -0.03475780412554741, -0.0729878842830658, -0.0171539094299078, -0.16714228689670563, -0.016664555296301842, -0.04662061110138893, 0.009329318068921566, 0.03086909092962742, -0.03788549080491066, 0.008464637212455273, 0.007407912518829107, -0.07459274679422379, -0.06477426737546921, -0.022905457764863968, 0.09289900958538055, -0.16393527388572693, 0.02335011027753353, 0.08690579235553741, -0.12064014375209808, 0.09392421692609787, 0.01837589405477047, -0.0037578048650175333, 0.028480252251029015, -0.14924435317516327, 0.038928523659706116, -0.03113253228366375, 0.014821149408817291, 0.04454975947737694, -0.2236335128545761, 0.0009650349384173751, -0.033828526735305786, -0.06339430809020996, -0.009390673600137234, -0.036760155111551285, -0.11370383948087692, 0.10629112273454666, 0.007970798760652542, -0.08916810154914856, -0.031690530478954315, 0.032128699123859406, 0.08206479996442795, -0.0239556971937418, 0.15763959288597107, -0.0023972811177372932, 0.0736590027809143, -0.1675432026386261, -0.019303109496831894, -0.011248460970818996, 0.020926566794514656, -0.018098697066307068, -0.01251189224421978, 0.04078914225101471, -0.02225574664771557, 0.18437865376472473, -0.023570427671074867, 0.023348741233348846, 0.06592654436826706, 0.027775658294558525, -0.025002485141158104, 0.10530006885528564, 0.05339968949556351, 0.021854043006896973, 0.02036798559129238, 0.00273964018560946, -0.04241073876619339, -0.023610878735780716, -0.1998770385980606, 0.06446972489356995, 0.14037446677684784, 0.09086652100086212, -0.017234215512871742, 0.08257289230823517, -0.1004219725728035, -0.11521948128938675, 0.11568495631217957, -0.05446505919098854, -0.004037478007376194, -0.0672159418463707, 0.12938179075717926, 0.1446845531463623, -0.19097456336021423, 0.06995914876461029, -0.06848131865262985, -0.049033988267183304, -0.11654651165008545, -0.1963350623846054, -0.05714293569326401, -0.05161691829562187, -0.01663723587989807, -0.046969223767519, 0.07560921460390091, 0.05719533935189247, 0.007424132898449898, -0.0017566849710419774, 0.06332923471927643, -0.026077456772327423, 0.00009585227962816134, 0.026813751086592674, 0.06610306352376938, 0.013093758374452591, -0.02985633723437786, 0.017491595819592476, -0.012147722765803337, 0.042048826813697815, 0.06357792019844055, 0.04670548066496849, -0.030032360926270485, 0.016853880137205124, -0.03863191977143288, -0.10680584609508514, 0.041318636387586594, -0.028504958376288414, -0.08043242245912552, 0.1491626501083374, 0.02454165369272232, 0.008750278502702713, -0.0205967016518116, 0.2416755110025406, -0.0737907737493515, -0.09567341208457947, -0.1479424238204956, 0.10524045675992966, -0.04420987144112587, 0.06244929879903793, 0.045180387794971466, -0.10425344854593277, 0.016717668622732162, 0.12817999720573425, 0.16302813589572906, -0.044200748205184937, 0.020526019856333733, 0.027614353224635124, 0.004152800887823105, -0.03678637370467186, 0.0514480359852314, 0.06988705694675446, 0.1595088243484497, -0.048713311553001404, 0.09546878933906555, -0.0016016386216506362, -0.09618084132671356, -0.03802286460995674, 0.11709540337324142, -0.018092934042215347, 0.017691975459456444, -0.055210161954164505, 0.11857418715953827, -0.06138255074620247, -0.2316483110189438, 0.06108921393752098, -0.06591550260782242, -0.13765475153923035, -0.02143050730228424, 0.08041442185640335, -0.013238796964287758, 0.02708347514271736, 0.07207029312849045, -0.07533451914787292, 0.20003929734230042, 0.037636954337358475, -0.05420409142971039, -0.05360380560159683, 0.08255447447299957, -0.10376271605491638, 0.27565470337867737, 0.016520937904715538, 0.04948882386088371, 0.10317612439393997, -0.012690499424934387, -0.13475549221038818, 0.02108365297317505, 0.09600389003753662, -0.0946137085556984, 0.04216265305876732, 0.19903649389743805, 0.0003853837260976434, 0.1207512691617012, 0.0790785402059555, -0.07618726044893265, 0.049590613692998886, -0.0941753089427948, -0.07070460170507431, -0.09001081436872482, 0.09455035626888275, -0.07685617357492447, 0.14261877536773682, 0.1292559802532196, -0.053739987313747406, 0.010677514597773552, -0.028576120734214783, 0.04638256877660751, 0.0034859003499150276, 0.1005801111459732, 0.010024284943938255, -0.18460705876350403, 0.02157641015946865, 0.01203901320695877, 0.1056026741862297, -0.16518552601337433, -0.09804878383874893, 0.042120642960071564, 0.0014211505185812712, -0.060778699815273285, 0.12909291684627533, 0.06027422100305557, 0.04478219151496887, -0.04292554408311844, -0.020403601229190826, -0.009860116057097912, 0.13677826523780823, -0.10241927951574326, 0.0014122816501185298 ]

[ "transformers", "safetensors", "mistral", "text-generation", "arxiv:1910.09700", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ "TAGS\n#transformers #safetensors #mistral #text-generation #arxiv-1910.09700 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ 56, 6, 3, 82, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4 ]

[ "passage: TAGS\n#transformers #safetensors #mistral #text-generation #arxiv-1910.09700 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact" ]

[ -0.05921921506524086, 0.15253323316574097, -0.004925556480884552, 0.01970141939818859, 0.09812989830970764, 0.008722675032913685, 0.07155127823352814, 0.11091651022434235, -0.02038503810763359, 0.11541511863470078, 0.03161177039146423, 0.09504877775907516, 0.11244720220565796, 0.1593349277973175, 0.0006018498679623008, -0.22924894094467163, 0.050943523645401, -0.12565383315086365, -0.028005311265587807, 0.1202453151345253, 0.14323006570339203, -0.10873830318450928, 0.07482945919036865, -0.03924073651432991, -0.006830108352005482, -0.03327549248933792, -0.06254202127456665, -0.05196645110845566, 0.05287102237343788, 0.06693000346422195, 0.07382122427225113, 0.0121690658852458, 0.09054198116064072, -0.27071383595466614, 0.02402324043214321, 0.07869837433099747, -0.00047617589007131755, 0.07642106711864471, 0.049837369471788406, -0.08698169887065887, 0.07614438980817795, -0.060363397002220154, 0.14962489902973175, 0.07956483215093613, -0.09049813449382782, -0.19196605682373047, -0.07841940224170685, 0.10002946108579636, 0.18888257443904877, 0.05783533677458763, -0.02747977338731289, 0.11718999594449997, -0.08618196099996567, 0.013946855440735817, 0.06651762872934341, -0.05830651894211769, -0.055825375020504, 0.07012750208377838, 0.08251979202032089, 0.08537944406270981, -0.13050076365470886, -0.011774240992963314, 0.015172234736382961, 0.00940374843776226, 0.0883294939994812, 0.017624128609895706, 0.13745273649692535, 0.04126768559217453, -0.1351923644542694, -0.04287068545818329, 0.09870852530002594, 0.035997726023197174, -0.04835180938243866, -0.24833782017230988, -0.023138362914323807, -0.039952121675014496, -0.03223174810409546, -0.0381147637963295, 0.04236193001270294, -0.01381280180066824, 0.07635250687599182, -0.0030598659068346024, -0.08292017132043839, -0.042900193482637405, 0.07140932232141495, 0.06195797771215439, 0.025352943688631058, -0.016651969403028488, 0.0064301020465791225, 0.12258180975914001, 0.11147689074277878, -0.12772345542907715, -0.053019966930150986, -0.06414514780044556, -0.08524893969297409, -0.04640465974807739, 0.03045455552637577, 0.03743596002459526, 0.047410931438207626, 0.2386423945426941, 0.0032438088674098253, 0.054757438600063324, 0.046099163591861725, 0.014072372578084469, 0.06632840633392334, 0.10764557868242264, -0.05884917825460434, -0.09735266119241714, -0.030795203521847725, 0.10186740756034851, 0.006704956758767366, -0.041407015174627304, -0.05594591051340103, 0.06964502483606339, 0.020676078274846077, 0.1224241703748703, 0.07868597656488419, 0.002938423305749893, -0.07543925195932388, -0.06281042098999023, 0.18152743577957153, -0.1571107804775238, 0.0444292388856411, 0.03200872242450714, -0.03442244604229927, -0.009351148270070553, 0.00990392453968525, 0.02681080251932144, -0.02011663094162941, 0.09737543761730194, -0.05644093081355095, -0.033681318163871765, -0.11296935379505157, -0.0371013842523098, 0.030811145901679993, 0.01213210541754961, -0.029025491327047348, -0.0342867337167263, -0.0882277637720108, -0.0636090338230133, 0.09107700735330582, -0.07191670686006546, -0.04744245857000351, -0.017612621188163757, -0.07794062048196793, 0.022423118352890015, 0.017721612006425858, 0.09050743281841278, -0.021899394690990448, 0.03913994878530502, -0.056751471012830734, 0.06101011112332344, 0.11571475863456726, 0.028108863160014153, -0.058606795966625214, 0.06155762821435928, -0.2421950101852417, 0.10317995399236679, -0.07758963108062744, 0.051325954496860504, -0.1530446857213974, -0.026070065796375275, 0.03956404700875282, 0.012061306275427341, -0.008345595560967922, 0.1417774260044098, -0.2185831218957901, -0.03138069063425064, 0.1676056981086731, -0.10102425515651703, -0.07971794903278351, 0.06269615143537521, -0.05407082289457321, 0.11134804040193558, 0.04596652463078499, -0.023191405460238457, 0.05842197686433792, -0.14511504769325256, -0.00791724119335413, -0.04188765957951546, -0.017894908785820007, 0.16635635495185852, 0.07102048397064209, -0.06073606386780739, 0.07092984020709991, 0.019934939220547676, -0.016795052215456963, -0.04869792237877846, -0.028511613607406616, -0.10498060286045074, 0.011810078285634518, -0.059134796261787415, 0.02167343720793724, -0.021296551451086998, -0.09382132440805435, -0.029188871383666992, -0.17379464209079742, -0.0012200147612020373, 0.08734307438135147, -0.010546354576945305, -0.02201107330620289, -0.11164727807044983, 0.008580547757446766, 0.03398929536342621, 0.0007392297266051173, -0.13708379864692688, -0.059298936277627945, 0.02737307921051979, -0.16233380138874054, 0.02912268228828907, -0.05535917729139328, 0.046022266149520874, 0.040077272802591324, -0.03548351675271988, -0.0344831608235836, 0.01168955210596323, 0.011000183410942554, -0.01812567003071308, -0.25495970249176025, -0.017501724883913994, -0.02502158097922802, 0.17353887856006622, -0.22721131145954132, 0.04271984100341797, 0.07614967226982117, 0.14550280570983887, 0.0073052942752838135, -0.034482456743717194, 0.014565827324986458, -0.07198352366685867, -0.03167816624045372, -0.06257235258817673, -0.010083765722811222, -0.03872835263609886, -0.06014038994908333, 0.04782424867153168, -0.16939696669578552, -0.03236479312181473, 0.10534932464361191, 0.06398996710777283, -0.14835967123508453, -0.030286256223917007, -0.0393594354391098, -0.047035153955221176, -0.06618485599756241, -0.054856978356838226, 0.12015452980995178, 0.05620792135596275, 0.04745647683739662, -0.07151947915554047, -0.07490099221467972, 0.007241961546242237, -0.019977761432528496, -0.0163256898522377, 0.09354335069656372, 0.06967450678348541, -0.12794628739356995, 0.09154868870973587, 0.0982460081577301, 0.08392132818698883, 0.10398648679256439, -0.015390566550195217, -0.08757331967353821, -0.041474130004644394, 0.023933125659823418, 0.014664852991700172, 0.1483616679906845, -0.016296299174427986, 0.054420776665210724, 0.0360836423933506, -0.013510678894817829, 0.01076538860797882, -0.09628108888864517, 0.02706051431596279, 0.02971329540014267, -0.015405743382871151, 0.03466423228383064, -0.04367179423570633, 0.019455796107649803, 0.09001301974058151, 0.041830018162727356, 0.0396038182079792, 0.010561688803136349, -0.04398298263549805, -0.11032342165708542, 0.17876994609832764, -0.12373854219913483, -0.2460412234067917, -0.13813963532447815, 0.010937176644802094, 0.04738753288984299, -0.011057097464799881, 0.006951550021767616, -0.06640941649675369, -0.1170244961977005, -0.09733203053474426, 0.01991088129580021, 0.04529648274183273, -0.07728998363018036, -0.06572148203849792, 0.06318122148513794, 0.037644270807504654, -0.13899093866348267, 0.023945696651935577, 0.0469096377491951, -0.0813174769282341, -0.0011905812425538898, 0.07709334045648575, 0.06798645853996277, 0.17623907327651978, 0.014159789308905602, -0.023712651804089546, 0.025652561336755753, 0.21002908051013947, -0.14298869669437408, 0.1094568595290184, 0.1327279806137085, -0.08898334950208664, 0.08212688565254211, 0.20222385227680206, 0.0385010726749897, -0.10506977140903473, 0.03657889738678932, 0.027060477063059807, -0.02792542427778244, -0.24959829449653625, -0.06908850371837616, 0.001758498721756041, -0.053698375821113586, 0.06916391849517822, 0.08716317266225815, 0.09721273928880692, 0.016790922731161118, -0.10066783428192139, -0.0790279284119606, 0.05001477152109146, 0.10897587984800339, -0.001458899350836873, -0.014394176192581654, 0.09075857698917389, -0.02953648567199707, 0.01689162664115429, 0.09213569760322571, 0.0019032615236938, 0.1793205291032791, 0.052213337272405624, 0.17340974509716034, 0.07910763472318649, 0.06269825994968414, 0.021207094192504883, 0.006816241890192032, 0.02095629647374153, 0.01695442944765091, -0.004212336614727974, -0.0863528773188591, -0.0027415938675403595, 0.1203664243221283, 0.050876569002866745, 0.03059028834104538, 0.014285655692219734, -0.03054206818342209, 0.08466528356075287, 0.177787184715271, 0.001063879462890327, -0.1876421719789505, -0.07282958924770355, 0.07934894412755966, -0.08512143790721893, -0.10675539821386337, -0.029639042913913727, 0.040873926132917404, -0.17292065918445587, 0.01861744187772274, -0.020119842141866684, 0.10806277394294739, -0.12885749340057373, -0.017452897503972054, 0.055447377264499664, 0.06997017562389374, -0.009931124746799469, 0.06633757054805756, -0.1625119000673294, 0.1177479475736618, 0.01653103344142437, 0.06594116985797882, -0.09538834542036057, 0.095417320728302, -0.006962447427213192, 0.007516060955822468, 0.1403670459985733, 0.010755252093076706, -0.0641925036907196, -0.0961010679602623, -0.10299893468618393, -0.010606445372104645, 0.1309773176908493, -0.14660196006298065, 0.08697716891765594, -0.02743646875023842, -0.0437387153506279, 0.0037594304885715246, -0.12246467173099518, -0.13224415481090546, -0.18235477805137634, 0.05769521743059158, -0.13171130418777466, 0.040173836052417755, -0.1089821308851242, -0.04585907980799675, -0.021465247496962547, 0.1977471560239792, -0.23280778527259827, -0.06815840303897858, -0.15394872426986694, -0.08265888690948486, 0.1454220414161682, -0.04706942290067673, 0.08337214589118958, 0.000301246385788545, 0.19080647826194763, 0.020952312275767326, -0.017133628949522972, 0.1067209243774414, -0.09975022822618484, -0.20161914825439453, -0.09120959788560867, 0.15868841111660004, 0.13963958621025085, 0.038726504892110825, -0.004869744647294283, 0.032236017286777496, -0.021885421127080917, -0.12115032970905304, 0.02010788396000862, 0.17255425453186035, 0.08749033510684967, 0.026468761265277863, -0.028463367372751236, -0.11846643686294556, -0.07225121557712555, -0.03745346516370773, 0.02470988966524601, 0.1813775599002838, -0.07139390707015991, 0.18551595509052277, 0.14274363219738007, -0.054879751056432724, -0.19840270280838013, 0.02148755080997944, 0.04472679644823074, 0.0060237692669034, 0.03174281120300293, -0.20237314701080322, 0.09144619107246399, 0.0006281035020947456, -0.05034751072525978, 0.13383205235004425, -0.18327344954013824, -0.15106844902038574, 0.061150215566158295, 0.04303572699427605, -0.19199669361114502, -0.1237611323595047, -0.08872545510530472, -0.046805474907159805, -0.1568751484155655, 0.1029038056731224, 0.0011325168889015913, 0.007591354660689831, 0.03782656043767929, 0.024313677102327347, 0.012553532607853413, -0.041947584599256516, 0.19289998710155487, -0.02507353574037552, 0.034427378326654434, -0.0793621614575386, -0.06381990760564804, 0.06411149352788925, -0.057697590440511703, 0.0750909373164177, -0.025500034913420677, 0.015388053841888905, -0.10115842521190643, -0.047956179827451706, -0.029484452679753304, 0.01986371912062168, -0.09421123564243317, -0.09366033226251602, -0.04838487133383751, 0.0944879949092865, 0.08926530182361603, -0.037268105894327164, -0.033034052699804306, -0.07874293625354767, 0.04173892363905907, 0.17448031902313232, 0.18235735595226288, 0.045147113502025604, -0.07717937231063843, -0.0013610349269583821, -0.014655699953436852, 0.04845907539129257, -0.22060799598693848, 0.06062275543808937, 0.045259539037942886, 0.01552091259509325, 0.11744016408920288, -0.020618194714188576, -0.1619492471218109, -0.0666290745139122, 0.06087447330355644, -0.06730270385742188, -0.1811886727809906, 0.00352504407055676, 0.0753183513879776, -0.16591353714466095, -0.03711319714784622, 0.04232833534479141, -0.011535273864865303, -0.04050648957490921, 0.013207654468715191, 0.08094717562198639, 0.0073035703971982, 0.07697968184947968, 0.05389590561389923, 0.09186159074306488, -0.10275198519229889, 0.07336891442537308, 0.08092255145311356, -0.08580191433429718, 0.029650582000613213, 0.0956844761967659, -0.0660475566983223, -0.03553546592593193, 0.039692267775535583, 0.08463539928197861, 0.025261107832193375, -0.04666709899902344, 0.003693421371281147, -0.09922701120376587, 0.05857077240943909, 0.11215036362409592, 0.035282451659440994, 0.011146705597639084, 0.03799959644675255, 0.04474346339702606, -0.07786709815263748, 0.11944296956062317, 0.024733934551477432, 0.020655835047364235, -0.04009570553898811, -0.040743377059698105, 0.03469119220972061, -0.027051862329244614, -0.011984582990407944, -0.035381630063056946, -0.07329677045345306, -0.014250458218157291, -0.16089624166488647, -0.006425157655030489, -0.039050452411174774, 0.006492188666015863, 0.0227071400731802, -0.03757927939295769, 0.008156952448189259, 0.012379756197333336, -0.06891508400440216, -0.05483170598745346, -0.0225595161318779, 0.09499263763427734, -0.16361327469348907, 0.02182857319712639, 0.08322018384933472, -0.12078364938497543, 0.09284685552120209, 0.016550488770008087, 0.002410374814644456, 0.028476644307374954, -0.15792103111743927, 0.04754367470741272, -0.020290223881602287, 0.012727295979857445, 0.04053649678826332, -0.2180718630552292, -0.005482743959873915, -0.04065772518515587, -0.055209364742040634, -0.008002875372767448, -0.03194994851946831, -0.11256447434425354, 0.09542836248874664, 0.010766619816422462, -0.0858173593878746, -0.029525602236390114, 0.032997291535139084, 0.07880192995071411, -0.02688010409474373, 0.15163032710552216, -0.004930328112095594, 0.07543973624706268, -0.17439891397953033, -0.02280678227543831, -0.009784235619008541, 0.02145213820040226, -0.02418927662074566, -0.016610441729426384, 0.04521343484520912, -0.027311841025948524, 0.18978725373744965, -0.02763848751783371, 0.047156915068626404, 0.06419318169355392, 0.01327395811676979, -0.016141459345817566, 0.11109550297260284, 0.05755641311407089, 0.024413742125034332, 0.02059282548725605, 0.0006552583072334528, -0.04046328365802765, -0.012729931622743607, -0.18779614567756653, 0.06844497472047806, 0.14769941568374634, 0.09005311876535416, -0.014767808839678764, 0.06981590390205383, -0.09979446232318878, -0.11724765598773956, 0.10648569464683533, -0.06312347948551178, -0.011802246794104576, -0.06541955471038818, 0.14070585370063782, 0.1514706313610077, -0.1892511397600174, 0.06684626638889313, -0.06704412400722504, -0.05669668689370155, -0.11357752978801727, -0.1923627108335495, -0.05791294202208519, -0.05011613294482231, -0.018368201330304146, -0.05373769626021385, 0.06899537891149521, 0.057158127427101135, 0.011277895420789719, 0.008883214555680752, 0.0839093029499054, -0.009658100083470345, 0.001425864058546722, 0.031231271103024483, 0.06669623404741287, 0.016144385561347008, -0.0304893609136343, 0.01806715875864029, -0.003015234600752592, 0.033999331295490265, 0.059489116072654724, 0.036065202206373215, -0.028380198404192924, 0.013694645836949348, -0.03632815182209015, -0.11369726806879044, 0.043240632861852646, -0.028342511504888535, -0.07773103564977646, 0.13286112248897552, 0.026473212987184525, 0.005609886720776558, -0.022322779521346092, 0.2495104819536209, -0.07400858402252197, -0.09536818414926529, -0.1448878049850464, 0.11703428626060486, -0.04134928435087204, 0.06479805707931519, 0.03765689954161644, -0.10748469084501266, 0.018750222399830818, 0.12525403499603271, 0.1550474315881729, -0.04537956044077873, 0.019106155261397362, 0.02858782559633255, 0.004584235139191151, -0.04013598710298538, 0.05142189934849739, 0.06933367252349854, 0.14214643836021423, -0.05173535272479057, 0.08858583122491837, 0.0017827433766797185, -0.10212727636098862, -0.04129546508193016, 0.11294585466384888, -0.012940747663378716, 0.016553698107600212, -0.05866444855928421, 0.1253037303686142, -0.059382375329732895, -0.23649652302265167, 0.061238259077072144, -0.07580125331878662, -0.14206883311271667, -0.02515989914536476, 0.0734870657324791, -0.015550101175904274, 0.026368482038378716, 0.07198820263147354, -0.07507873326539993, 0.18898127973079681, 0.03871531784534454, -0.05198408663272858, -0.05836968496441841, 0.07604995369911194, -0.117560975253582, 0.2752254605293274, 0.01097069587558508, 0.05294901132583618, 0.10413134098052979, -0.02049596607685089, -0.13178466260433197, 0.024117950350046158, 0.09550730884075165, -0.08813395351171494, 0.04131056368350983, 0.21484604477882385, -0.005940921604633331, 0.1187596246600151, 0.07743308693170547, -0.07539036870002747, 0.047102998942136765, -0.1141449362039566, -0.0771128386259079, -0.08687382191419601, 0.09549140185117722, -0.0675748735666275, 0.14216206967830658, 0.12683449685573578, -0.054658904671669006, 0.010759806260466576, -0.02898469939827919, 0.045599378645420074, 0.0063186027109622955, 0.10157246887683868, 0.009957551956176758, -0.18577666580677032, 0.02454824559390545, 0.017152229323983192, 0.10993915796279907, -0.1806284487247467, -0.09123970568180084, 0.04470835253596306, 0.0021878182888031006, -0.06369121372699738, 0.12484876811504364, 0.057084910571575165, 0.04630184918642044, -0.044473882764577866, -0.029204387217760086, -0.0060947248712182045, 0.1420498490333557, -0.10524781048297882, -0.003831128589808941 ]

[ "gguf", "base_model:fhai50032/BeagleLake-7B-Toxic", "license:apache-2.0", "region:us" ]

[]

[]

[]

[ "TAGS\n#gguf #base_model-fhai50032/BeagleLake-7B-Toxic #license-apache-2.0 #region-us \n" ]

[ 38 ]

[ "passage: TAGS\n#gguf #base_model-fhai50032/BeagleLake-7B-Toxic #license-apache-2.0 #region-us \n" ]

[ -0.08356986939907074, 0.11943899840116501, -0.005119231529533863, 0.024341804906725883, -0.046383291482925415, 0.03308337181806564, 0.2014443576335907, 0.1108861118555069, 0.11924132704734802, -0.05692104995250702, 0.16834013164043427, 0.13498222827911377, -0.0004457402101252228, 0.13487347960472107, 0.05688522011041641, -0.08444521576166153, 0.13318660855293274, -0.0012688825372606516, -0.07800151407718658, 0.02834726870059967, 0.07880860567092896, 0.03731130436062813, 0.02149859443306923, 0.04193570092320442, -0.12594744563102722, 0.024408802390098572, 0.06439381837844849, 0.0036289494019001722, 0.05683625489473343, 0.053972166031599045, -0.027986381202936172, 0.006243865471333265, -0.0008133465307764709, -0.12659195065498352, 0.02954348735511303, 0.0013396150898188353, -0.10064730048179626, 0.07244038581848145, 0.04129300266504288, 0.008212601765990257, 0.11701074987649918, 0.06780639290809631, -0.1380406618118286, 0.05248861014842987, -0.11840549856424332, -0.29529812932014465, -0.12728074193000793, 0.16665180027484894, 0.056372858583927155, 0.05608407035470009, 0.03426694869995117, 0.12381850928068161, -0.024120857939124107, 0.04699544608592987, 0.16762277483940125, -0.31153568625450134, -0.005629519000649452, 0.20459461212158203, -0.08845309168100357, -0.018698332831263542, -0.039160970598459244, 0.06714601814746857, 0.10009536147117615, -0.03624989464879036, -0.11312459409236908, -0.0468311570584774, 0.0754896029829979, 0.026686836034059525, -0.05511930584907532, -0.011859823018312454, 0.2202453911304474, 0.12471010535955429, -0.09512344747781754, 0.1271887868642807, -0.05843561142683029, 0.07380262762308121, -0.01766851916909218, 0.0836319550871849, 0.04698249325156212, 0.1658555120229721, 0.18195606768131256, -0.07443428784608841, -0.10214723646640778, -0.09398891031742096, -0.12258347868919373, 0.11431180685758591, -0.016651974990963936, 0.14680607616901398, -0.08529630303382874, 0.016014764085412025, -0.1696787327528, -0.07813845574855804, -0.036908358335494995, -0.039972078055143356, 0.1021336168050766, 0.09131509810686111, -0.015680041164159775, 0.1166200190782547, 0.2043134570121765, 0.20301160216331482, 0.03973047062754631, 0.006802053656429052, -0.04978495463728905, 0.09491102397441864, -0.034101568162441254, -0.05923528969287872, -0.06099867820739746, 0.029023902490735054, 0.17460091412067413, -0.041342124342918396, 0.1242387667298317, -0.010399856604635715, -0.09215937554836273, -0.07373084127902985, -0.08190468698740005, 0.06071808934211731, 0.07447177916765213, -0.06661567091941833, -0.04431084915995598, 0.019406646490097046, 0.15976691246032715, 0.0012178299948573112, -0.051683563739061356, 0.05778765678405762, 0.03956255316734314, -0.02552025578916073, 0.028997670859098434, 0.05409977585077286, 0.11727682501077652, -0.019492503255605698, -0.131349116563797, -0.03435352072119713, -0.0029966074507683516, 0.06102943420410156, 0.051643043756484985, 0.020502448081970215, 0.10345233231782913, -0.07605914026498795, -0.21188995242118835, 0.06394730508327484, 0.04515473544597626, -0.025085795670747757, -0.09808658063411713, 0.11931642144918442, -0.02897832542657852, -0.0014733615098521113, -0.027351655066013336, -0.028913548216223717, -0.07650453597307205, 0.04045318067073822, -0.02524733915925026, -0.00874321162700653, -0.23938079178333282, -0.04072563350200653, -0.06353714317083359, 0.05852183699607849, -0.039690617471933365, -0.04763117432594299, -0.13679678738117218, 0.186048686504364, -0.07845480740070343, 0.02124645933508873, -0.055794887244701385, -0.04357278347015381, 0.02486870437860489, 0.09984879195690155, -0.12333320081233978, -0.00974959321320057, 0.08872105181217194, -0.14833024144172668, -0.11175663024187088, 0.02022317424416542, 0.04066126048564911, -0.0057520256377756596, 0.028059687465429306, 0.22685940563678741, -0.027422050014138222, -0.04559140279889107, 0.0804266631603241, 0.13881337642669678, -0.12436830252408981, -0.14408110082149506, 0.12059111893177032, -0.13736456632614136, -0.27947354316711426, 0.012425904162228107, -0.11295139044523239, 0.14921987056732178, 0.031567126512527466, -0.12032188475131989, -0.07798836380243301, -0.10148271918296814, -0.037068989127874374, -0.05115378648042679, 0.06437084823846817, -0.0028462442569434643, 0.027933960780501366, -0.0974780023097992, 0.12120240181684494, 0.09498661011457443, -0.020322293043136597, -0.018006587401032448, 0.13167136907577515, -0.06204027310013771, 0.023181721568107605, -0.03797316551208496, 0.025162089616060257, -0.005792380776256323, -0.08992482721805573, 0.03825132176280022, 0.046077873557806015, 0.03299916535615921, -0.048162851482629776, 0.033640217036008835, 0.0583437979221344, 0.005567448679357767, 0.0256720669567585, 0.0072330208495259285, -0.17887943983078003, 0.08792628347873688, -0.00963577814400196, 0.12397567182779312, -0.026201611384749413, 0.02032403089106083, 0.04801744595170021, -0.017458632588386536, -0.09209877997636795, 0.02029619924724102, 0.09384764730930328, -0.1587647646665573, 0.04490114375948906, -0.02167399600148201, 0.10771719366312027, 0.05844813957810402, -0.0879124328494072, 0.07515832036733627, 0.09777256101369858, 0.26107197999954224, 0.17883069813251495, 0.10109712183475494, 0.05688394978642464, -0.018076658248901367, -0.016054945066571236, -0.01503776665776968, 0.10994845628738403, 0.023104500025510788, -0.013705709017813206, -0.04374026879668236, 0.0015187287935987115, -0.0564989373087883, 0.01989811845123768, -0.0015154132852330804, -0.05343150347471237, -0.025438781827688217, 0.017708351835608482, 0.012027453631162643, -0.19725759327411652, 0.12514448165893555, 0.31471094489097595, 0.01524142175912857, 0.03932630270719528, -0.09880540519952774, -0.053617898374795914, -0.08654125779867172, 0.014784406870603561, -0.037452083081007004, 0.23099711537361145, -0.08567310124635696, 0.0951869860291481, 0.057637255638837814, -0.026604603976011276, 0.05380458012223244, -0.11585848778486252, -0.08993680775165558, -0.051292985677719116, -0.0707433819770813, -0.14925548434257507, 0.06595437973737717, -0.10290377587080002, 0.040688201785087585, 0.01701875776052475, -0.058979373425245285, 0.11380589753389359, 0.009480097331106663, -0.08318644762039185, 0.13884808123111725, -0.1782560795545578, -0.05473486706614494, -0.09811629354953766, 0.0634465366601944, -0.06864157319068909, 0.0016816990682855248, 0.042647819966077805, -0.10536118596792221, -0.031356215476989746, 0.021847816184163094, -0.04417916014790535, -0.0443977527320385, 0.03810327500104904, 0.1752016693353653, -0.008211568929255009, 0.1181182861328125, -0.1286914050579071, -0.014167634770274162, 0.0009704374242573977, 0.03411171957850456, 0.019733380526304245, -0.04952041804790497, 0.014844094403088093, 0.05338891223073006, 0.06696773320436478, 0.015927854925394058, 0.03957365080714226, 0.3512157201766968, -0.03309395909309387, 0.015842806547880173, 0.16950900852680206, -0.009408791549503803, 0.03281999006867409, 0.09482494741678238, 0.09713519364595413, -0.10612097382545471, -0.042367711663246155, -0.006500809453427792, -0.07687805593013763, -0.19294317066669464, 0.01666407100856304, -0.05285230651497841, 0.0352301187813282, -0.023090295493602753, 0.1181010752916336, 0.10644492506980896, 0.15276558697223663, 0.00872050691395998, 0.011709089390933514, -0.06150646507740021, 0.007184704765677452, 0.0906042605638504, -0.047702983021736145, 0.014388931915163994, -0.10827459394931793, 0.0550435371696949, 0.14250807464122772, 0.09505786001682281, 0.09895163774490356, 0.21569134294986725, 0.011511413380503654, 0.14408037066459656, 0.19314873218536377, 0.049667324870824814, 0.04167291522026062, -0.1007518321275711, -0.060998644679784775, -0.04240341857075691, -0.0785520002245903, 0.003875820431858301, 0.06630662828683853, -0.15944312512874603, 0.007839552126824856, 0.10440643876791, -0.11681554466485977, 0.06967548280954361, 0.07777159661054611, 0.03824889287352562, -0.030229851603507996, 0.043943874537944794, 0.05289969965815544, 0.10212009400129318, 0.04676432907581329, 0.055354874581098557, -0.12222056090831757, -0.03138197958469391, 0.061669427901506424, -0.00798359327018261, 0.036976058036088943, 0.12333878129720688, 0.048330869525671005, -0.07914561033248901, -0.024985041469335556, 0.002582359127700329, 0.1264560967683792, -0.22001288831233978, 0.19710609316825867, 0.05095945671200752, -0.03380487859249115, 0.007382454816251993, -0.007413145154714584, 0.1295885592699051, 0.17392930388450623, 0.13696779310703278, 0.06609693169593811, -0.0711619034409523, 0.00655739102512598, -0.16016104817390442, 0.0214740838855505, -0.12223634123802185, 0.04663625732064247, -0.12281489372253418, 0.0037670901510864496, 0.011563343927264214, 0.0009808754548430443, 0.126681849360466, -0.2464316189289093, -0.017971834167838097, 0.05989227443933487, 0.1101883053779602, -0.003054187400266528, -0.12382038682699203, 0.011311249807476997, 0.058899857103824615, 0.16229252517223358, -0.11515174806118011, -0.0743681937456131, -0.07155130803585052, -0.01868237368762493, 0.09678234159946442, -0.04208991676568985, 0.020271917805075645, -0.10344789177179337, -0.08281730115413666, -0.0729968324303627, -0.23143236339092255, 0.10888375341892242, -0.13708026707172394, -0.04330478981137276, -0.03315573185682297, 0.10860618203878403, -0.002699741395190358, 0.04769624024629593, 0.03449149802327156, -0.02649104967713356, -0.06951698660850525, -0.15933844447135925, 0.048205722123384476, -0.0862276628613472, -0.0671270489692688, -0.027954623103141785, -0.013934792950749397, 0.0031878415029495955, -0.014611956663429737, -0.03893280774354935, 0.09437387436628342, 0.283011257648468, -0.07213213294744492, 0.12267757952213287, 0.25278717279434204, -0.07848392426967621, -0.10164298117160797, -0.0542241670191288, -0.10514888167381287, -0.06237652152776718, -0.038615576922893524, -0.21495038270950317, 0.13458620011806488, 0.2403920292854309, -0.13913719356060028, 0.2843174338340759, -0.20862658321857452, -0.04628504440188408, 0.2669837474822998, 0.044100888073444366, 0.42521747946739197, -0.17473284900188446, -0.08918147534132004, -0.03228580206632614, -0.25330987572669983, 0.06967224180698395, -0.17408595979213715, 0.010683156549930573, -0.010900204069912434, -0.07447405159473419, -0.01667906902730465, -0.014011897146701813, 0.23250386118888855, 0.048348989337682724, 0.09023116528987885, -0.03039436601102352, -0.06989170610904694, 0.15513098239898682, 0.048764411360025406, 0.09113579243421555, -0.13764236867427826, 0.03666825592517853, -0.07730904966592789, 0.028559230268001556, -0.04942014813423157, 0.08353336900472641, -0.03135286644101143, -0.11198858171701431, -0.08793741464614868, -0.013301396742463112, -0.10347934067249298, -0.028312167152762413, 0.16477437317371368, 0.03007982112467289, -0.020797723904252052, 0.07399554550647736, -0.09242779016494751, -0.19610829651355743, -0.0900259017944336, -0.0309560839086771, -0.06213590130209923, 0.07421628385782242, -0.20590777695178986, -0.03002043627202511, 0.030788347125053406, 0.02139229141175747, 0.012557114474475384, 0.0248434878885746, -0.1164485365152359, 0.03514919802546501, 0.16557732224464417, -0.12615123391151428, 0.005412033759057522, -0.008431093767285347, 0.01069664116948843, 0.0689891055226326, 0.006882618647068739, 0.08833511918783188, 0.03012855350971222, -0.014333567582070827, 0.027774188667535782, 0.0351431667804718, -0.16981466114521027, 0.005602994002401829, 0.0944291427731514, -0.028986800462007523, -0.11830727010965347, 0.09943338483572006, -0.01935131475329399, 0.141794815659523, -0.026390960440039635, -0.0031443554908037186, -0.06094993278384209, -0.0693092793226242, -0.06439930200576782, 0.05359300971031189, -0.16718587279319763, -0.07143617421388626, -0.030673174187541008, -0.09189116209745407, -0.05133574455976486, 0.013494998216629028, 0.09080175310373306, 0.07103677839040756, 0.021364882588386536, -0.082773357629776, 0.07902826368808746, -0.0650344043970108, -0.15213905274868011, -0.004151746165007353, -0.11814720183610916, -0.15973636507987976, 0.001966898562386632, 0.057402901351451874, -0.029764894396066666, -0.0026684673503041267, -0.12519100308418274, -0.0055510131642222404, -0.1301177740097046, 0.027059001848101616, -0.1013227179646492, -0.01041794940829277, 0.04845275357365608, -0.06403525918722153, -0.00968004297465086, 0.08415568619966507, -0.1021798700094223, -0.04846525937318802, 0.046978164464235306, 0.014872999861836433, -0.08572563529014587, -0.030953560024499893, 0.07109548151493073, 0.06811235100030899, 0.1046384647488594, 0.17194688320159912, 0.08219456672668457, 0.06576098501682281, -0.18675653636455536, -0.021236857399344444, 0.07140839099884033, -0.03121459111571312, -0.034016579389572144, -0.09930767118930817, 0.012787841260433197, 0.02152770757675171, -0.033731214702129364, 0.03789274021983147, 0.11729810386896133, -0.13431641459465027, -0.17240072786808014, -0.009722203947603703, -0.05483618378639221, 0.022079208865761757, -0.15508529543876648, 0.20162686705589294, 0.018946785479784012, 0.10610916465520859, 0.028008807450532913, -0.028669731691479683, -0.04912646487355232, 0.015437652356922626, -0.08516889810562134, -0.09738709032535553, -0.1366058737039566, -0.010661719366908073, -0.09949738532304764, -0.0017658344004303217, 0.23576481640338898, -0.10588882118463516, -0.15505507588386536, 0.036337144672870636, 0.06946686655282974, 0.17146748304367065, -0.04269018396735191, 0.3071520924568176, -0.001078110421076417, 0.06285116821527481, -0.06876436620950699, 0.06474778801202774, 0.008031368255615234, -0.21167950332164764, -0.003393012098968029, -0.004353118594735861, -0.0031684190034866333, 0.05200276896357536, 0.0972326248884201, -0.10538127273321152, 0.0003572047862689942, 0.012090829201042652, 0.042325884103775024, -0.000750731851439923, 0.0656774640083313, 0.09355271607637405, 0.2434665560722351, -0.04647117108106613, -0.0015008740592747927, 0.038797516375780106, -0.01823767088353634, -0.1420472413301468, -0.022986678406596184, 0.013433074578642845, -0.14198151230812073, 0.06353113800287247, -0.0473955012857914, -0.03411931172013283, 0.11374177038669586, 0.008076988160610199, -0.07131097465753555, 0.02222469262778759, -0.013085465878248215, -0.039133746176958084, -0.008876650594174862, 0.01621212437748909, -0.10521769523620605, -0.03563404083251953, -0.027856620028614998, 0.02655627951025963, -0.11887166649103165, -0.03606417030096054, -0.025164110586047173, 0.06831467151641846, 0.027267640456557274, -0.05440112575888634, -0.015385081060230732, -0.0843692198395729, 0.03396915644407272, 0.08008809387683868, 0.24100680649280548, 0.022479739040136337, -0.011272670701146126, 0.04942964389920235, 0.019648881629109383, 0.006500718183815479, -0.017045162618160248, -0.057959217578172684, 0.030003510415554047, -0.13264839351177216, 0.047130897641181946, -0.0595855712890625, -0.015194068662822247, 0.023515138775110245, 0.19817565381526947, 0.15264098346233368, -0.13681401312351227, 0.0269011203199625, -0.03210485726594925, -0.010723214596509933, 0.03308187797665596, 0.04791808873414993, 0.08585834503173828, 0.09390509873628616, -0.065055713057518, -0.00744783878326416, -0.041862696409225464, 0.00786198303103447, -0.17950978875160217, 0.02055293507874012, 0.021207347512245178, -0.06957703828811646, -0.016820862889289856, 0.06211594119668007, -0.0024695233441889286, 0.1275971680879593, 0.023579709231853485, 0.014916056767106056, -0.053717441856861115, -0.03437501937150955, -0.09390763938426971, 0.07239832729101181, 0.017960315570235252, -0.11374375969171524, -0.0007853714050725102, 0.08702121675014496, -0.029514005407691002, -0.27109819650650024, -0.20129740238189697, 0.0814807265996933, 0.034169673919677734, 0.2554266154766083, 0.010884879156947136, 0.06451183557510376, 0.0742543563246727, -0.023440876975655556, -0.22541570663452148, 0.081755630671978, -0.037056662142276764, -0.07979103177785873, -0.09900715202093124, -0.21309266984462738, 0.03988327458500862, -0.06833650916814804, 0.03785671666264534, 0.15373092889785767, 0.017217662185430527, 0.10467041283845901, -0.06245860084891319, -0.03749546408653259, 0.07003942877054214, -0.17639313638210297, 0.0754803791642189, -0.016829682514071465, -0.06465070694684982, -0.13381151854991913, -0.03432328253984451, 0.044480033218860626, 0.10824871063232422, -0.16014491021633148, -0.03546462580561638, 0.10730384290218353, 0.0733065977692604, 0.09676828980445862, -0.04660007730126381, -0.10152903199195862, -0.08770962804555893, -0.14765413105487823, 0.020976515486836433, -0.05278283730149269, 0.019901636987924576, 0.06777715682983398, 0.0015162158524617553, 0.02747155912220478, -0.16063441336154938, -0.023309718817472458, -0.053981587290763855, -0.04804559424519539, -0.10635224729776382 ]

[ "transformers", "safetensors", "gpt2", "text-generation", "generated_from_trainer", "base_model:gpt2", "license:mit", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "region:us" ]

[]

[]

[ "# gpt2-rlhf-model\n\nThis model is a fine-tuned version of gpt2 on the None dataset.", "## Model description\n\nMore information needed", "## Intended uses & limitations\n\nMore information needed", "## Training and evaluation data\n\nMore information needed", "## Training procedure", "### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 1e-05\n- train_batch_size: 2\n- eval_batch_size: 1\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- lr_scheduler_warmup_steps: 100\n- num_epochs: 1", "### Training results", "### Framework versions\n\n- Transformers 4.35.2\n- Pytorch 2.1.0+cu121\n- Datasets 2.17.0\n- Tokenizers 0.15.1" ]

[ "TAGS\n#transformers #safetensors #gpt2 #text-generation #generated_from_trainer #base_model-gpt2 #license-mit #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n", "# gpt2-rlhf-model\n\nThis model is a fine-tuned version of gpt2 on the None dataset.", "## Model description\n\nMore information needed", "## Intended uses & limitations\n\nMore information needed", "## Training and evaluation data\n\nMore information needed", "## Training procedure", "### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 1e-05\n- train_batch_size: 2\n- eval_batch_size: 1\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- lr_scheduler_warmup_steps: 100\n- num_epochs: 1", "### Training results", "### Framework versions\n\n- Transformers 4.35.2\n- Pytorch 2.1.0+cu121\n- Datasets 2.17.0\n- Tokenizers 0.15.1" ]

[ 68, 29, 6, 12, 8, 3, 105, 4, 33 ]

[ "passage: TAGS\n#transformers #safetensors #gpt2 #text-generation #generated_from_trainer #base_model-gpt2 #license-mit #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n# gpt2-rlhf-model\n\nThis model is a fine-tuned version of gpt2 on the None dataset.## Model description\n\nMore information needed## Intended uses & limitations\n\nMore information needed## Training and evaluation data\n\nMore information needed## Training procedure### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 1e-05\n- train_batch_size: 2\n- eval_batch_size: 1\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- lr_scheduler_warmup_steps: 100\n- num_epochs: 1### Training results### Framework versions\n\n- Transformers 4.35.2\n- Pytorch 2.1.0+cu121\n- Datasets 2.17.0\n- Tokenizers 0.15.1" ]

[ -0.09497791528701782, 0.06808760017156601, -0.0016298784175887704, 0.09351372718811035, 0.14771197736263275, 0.0426831878721714, 0.11299920827150345, 0.11333654820919037, -0.06349188834428787, 0.05518333241343498, 0.08698228001594543, 0.09541553258895874, 0.0425737239420414, 0.16673941910266876, -0.012911011464893818, -0.25844988226890564, 0.016369981691241264, -0.038852620869874954, -0.0847470685839653, 0.1164909228682518, 0.0870484858751297, -0.09552870690822601, 0.09151779115200043, 0.0020773860160261393, -0.1568567156791687, -0.009287180379033089, 0.0006249251309782267, -0.04613242298364639, 0.14195634424686432, 0.004194021224975586, 0.05560295656323433, 0.025189273059368134, 0.1570988893508911, -0.20972350239753723, 0.0008936207159422338, 0.10300543904304504, 0.031099000945687294, 0.0795719176530838, 0.03644464910030365, -0.0010779681615531445, 0.1368919312953949, -0.13311956822872162, 0.09448633342981339, 0.034101471304893494, -0.10135937482118607, -0.18104904890060425, -0.08134981989860535, 0.018229302018880844, 0.09598252922296524, 0.08165609836578369, 0.0017166932811960578, 0.12396262586116791, -0.08743869513273239, 0.06025327742099762, 0.2205425500869751, -0.30051085352897644, -0.05611097812652588, 0.08396372199058533, 0.04606006667017937, 0.06267978996038437, -0.10573597997426987, 0.028250817209482193, 0.01733238808810711, 0.016876962035894394, 0.1294153779745102, -0.021012431010603905, -0.058806926012039185, 0.0014750147238373756, -0.1275615394115448, -0.004540595225989819, 0.04638606682419777, 0.02086288295686245, -0.0559222549200058, -0.11194702237844467, -0.07761988788843155, -0.06950852274894714, -0.02127755433320999, -0.05973532795906067, 0.05030214041471481, -0.029129937291145325, -0.07455341517925262, -0.06109529733657837, -0.057792458683252335, -0.11884722858667374, -0.01177652645856142, 0.21790637075901031, 0.0337381549179554, 0.021759917959570885, -0.009003669023513794, 0.1367064118385315, -0.046794593334198, -0.09359785169363022, -0.0256186593323946, -0.007416988722980022, -0.09666123241186142, -0.040785592049360275, -0.0441320426762104, 0.018101733177900314, 0.01174897514283657, 0.18848392367362976, -0.07386749237775803, 0.07675682008266449, 0.07444000244140625, -0.022486435249447823, -0.027416301891207695, 0.1367962658405304, -0.04297374188899994, -0.06450014561414719, 0.009302434511482716, 0.05137191712856293, 0.03498431667685509, -0.026905756443738937, -0.08084879070520401, -0.02606576308608055, 0.059065669775009155, 0.0625699833035469, -0.0699540302157402, 0.05738597735762596, -0.03470304608345032, -0.007457377854734659, 0.031635086983442307, -0.10576611757278442, 0.04251817986369133, -0.014544880017638206, -0.06139686703681946, -0.06837484985589981, 0.006607963237911463, 0.01257957424968481, -0.003918183036148548, 0.12088039517402649, -0.08472301810979843, -0.006211740896105766, -0.07537072151899338, -0.06901462376117706, -0.018254144117236137, -0.12283051013946533, -0.011607273481786251, -0.06719968467950821, -0.22119452059268951, -0.029215004295110703, 0.06171837076544762, -0.057525258511304855, -0.012350847013294697, -0.043668437749147415, -0.052008006721735, 0.031487006694078445, -0.01579934172332287, 0.16611532866954803, -0.07107869535684586, 0.07121899724006653, -0.0070647671818733215, 0.061754584312438965, 0.010773174464702606, 0.01462483685463667, -0.09607893228530884, 0.018491044640541077, -0.14383898675441742, 0.07203082740306854, -0.0630987137556076, -0.016830556094646454, -0.10966073721647263, -0.08107008039951324, 0.005333556327968836, -0.0004876792954746634, 0.05721397325396538, 0.1408267617225647, -0.1706162840127945, -0.047991279512643814, 0.15948745608329773, -0.09344034641981125, -0.06497463583946228, 0.06882815062999725, -0.038265734910964966, 0.05369507521390915, 0.07867730408906937, 0.16872316598892212, 0.03349529579281807, -0.1436440497636795, -0.00784458126872778, 0.011400943621993065, 0.008225667290389538, 0.03349803388118744, 0.04701550677418709, -0.015558560378849506, 0.016210665926337242, 0.012312962673604488, -0.07876937091350555, 0.006979611236602068, -0.0812264084815979, -0.06438563764095306, -0.05193355306982994, -0.08060409873723984, 0.03446650877594948, 0.005681552924215794, 0.023795487359166145, -0.07554660737514496, -0.1256759762763977, 0.07121694087982178, 0.10415765643119812, -0.06447374820709229, 0.018834847956895828, -0.07166598737239838, -0.007820911705493927, -0.0071348464116454124, -0.010225235484540462, -0.16784881055355072, -0.12790131568908691, 0.019655553624033928, -0.06215500086545944, 0.021003250032663345, -0.0206861961632967, 0.09050649404525757, 0.08188952505588531, -0.06711036711931229, 0.0012291183229535818, -0.07190485298633575, -0.00029813434230163693, -0.10461301356554031, -0.2209778130054474, -0.04140552505850792, -0.018631545826792717, 0.1623014509677887, -0.20658063888549805, 0.014326018281280994, -0.011898472905158997, 0.11076977103948593, 0.03382569178938866, -0.07297398895025253, -0.013002433814108372, 0.01976272277534008, 0.0025187195278704166, -0.1210116297006607, 0.03983194753527641, -0.003393375314772129, -0.08642833679914474, -0.03171149268746376, -0.1705707609653473, 0.04213613271713257, 0.08482254296541214, 0.06345473229885101, -0.1039135605096817, -0.02410951256752014, -0.06855180114507675, -0.027160195633769035, -0.09462239593267441, 0.032519083470106125, 0.17226417362689972, 0.007329490035772324, 0.10448416322469711, -0.06093301996588707, -0.06871248781681061, 0.011370545253157616, 0.011282620951533318, 0.04344625398516655, 0.06570026278495789, 0.12332513928413391, -0.05416373908519745, 0.08460423350334167, 0.08947743475437164, -0.02906002476811409, 0.1314532458782196, -0.0007915424648672342, -0.06032727658748627, -0.0203531663864851, -0.019240152090787888, -0.016970496624708176, 0.1381220817565918, -0.07028099149465561, 0.0207110196352005, 0.021863458678126335, 0.05098683014512062, 0.02115066908299923, -0.19728918373584747, -0.014445152133703232, 0.020431431010365486, -0.06702961027622223, -0.03879426419734955, -0.010876359418034554, -0.007301656529307365, 0.09265357255935669, 0.021036235615611076, 0.011860358528792858, 0.022518085315823555, 0.013508643954992294, -0.07994458824396133, 0.20221777260303497, -0.10505605489015579, -0.12482843548059464, -0.056254465132951736, 0.031127119436860085, -0.050536591559648514, 0.0018146097427234054, 0.020160671323537827, -0.11158204823732376, -0.059009749442338943, -0.09069627523422241, 0.023045478388667107, 0.005426438990980387, 0.031070010736584663, 0.014463486149907112, -0.00762142101302743, 0.04371768236160278, -0.12848323583602905, -0.007608417887240648, -0.04873732477426529, -0.13891664147377014, 0.023113351315259933, 0.0884595513343811, 0.073677197098732, 0.12171653658151627, -0.006283048540353775, 0.022680122405290604, -0.03305654600262642, 0.23773537576198578, -0.08921856433153152, 0.018792016431689262, 0.12563087046146393, 0.04008113592863083, 0.03044401854276657, 0.10935208201408386, 0.03835417330265045, -0.12934547662734985, 0.03200993686914444, 0.08131143450737, -0.051544174551963806, -0.2089093029499054, -0.03245034068822861, -0.013018699362874031, -0.08053908497095108, 0.08399717509746552, 0.059028010815382004, -0.017795275896787643, 0.06623971462249756, 0.0010362925240769982, 0.029627447947859764, 0.010797451250255108, 0.07736235111951828, 0.0696767196059227, 0.05846346169710159, 0.10571026057004929, -0.01380479708313942, -0.01908126100897789, 0.07999790459871292, 0.0039948527701199055, 0.2520860433578491, -0.033164311200380325, 0.06275351345539093, 0.03214029595255852, 0.10610724985599518, -0.029659707099199295, 0.052277594804763794, 0.030604686588048935, -0.03385437652468681, -0.0119329197332263, -0.06356644630432129, -0.03365764021873474, 0.04242691025137901, -0.059230268001556396, -0.009403236210346222, -0.07565268129110336, 0.05779796838760376, 0.050261810421943665, 0.22698672115802765, 0.029244521632790565, -0.29210150241851807, -0.08503448218107224, -0.00297206430695951, -0.023149248212575912, -0.0677933394908905, 0.006573374383151531, 0.12345117330551147, -0.12666524946689606, 0.07462552934885025, -0.06805279850959778, 0.070016048848629, -0.04732242226600647, 0.007161338813602924, 0.06685313582420349, 0.16919410228729248, -0.02980153262615204, 0.06134869530797005, -0.22500404715538025, 0.21871492266654968, 0.024021515622735023, 0.14433547854423523, -0.08088591694831848, 0.028893260285258293, 0.022561728954315186, 0.056447744369506836, 0.10912863910198212, 0.006375232245773077, -0.06874804943799973, -0.1543215662240982, -0.06784126907587051, 0.07328173518180847, 0.14129050076007843, -0.0484340526163578, 0.07508423179388046, -0.04806208983063698, 0.007933557033538818, 0.04524100944399834, -0.08215328305959702, -0.17920352518558502, -0.09730186313390732, 0.011246631853282452, 0.017058970406651497, -0.009868812747299671, -0.06597277522087097, -0.08770012110471725, -0.03248180076479912, 0.17776833474636078, -0.0019448342500254512, -0.06279703974723816, -0.15463116765022278, 0.0458478182554245, 0.11897911876440048, -0.05374949052929878, 0.039769046008586884, 0.025106633082032204, 0.09845051169395447, 0.03863246366381645, -0.07842671126127243, 0.10109889507293701, -0.08871036022901535, -0.20549650490283966, -0.05572221055626869, 0.10838991403579712, 0.08039356023073196, 0.031076135113835335, 0.0011086887679994106, 0.0458584725856781, 0.0021439925767481327, -0.12592603266239166, 0.054145798087120056, 0.08946353942155838, 0.029796304181218147, 0.03103085421025753, -0.048185668885707855, 0.07826366275548935, -0.001453759497962892, -0.025472698733210564, 0.09970668703317642, 0.2604621946811676, -0.08448779582977295, 0.1174342930316925, 0.08020973950624466, -0.06652136147022247, -0.1825675070285797, 0.07258746773004532, 0.08578184992074966, 0.004186888691037893, 0.04596913978457451, -0.2189749926328659, 0.13052363693714142, 0.14332053065299988, -0.02851550281047821, 0.09423443675041199, -0.3000633418560028, -0.1539808213710785, 0.04811587184667587, 0.13207435607910156, 0.07639598101377487, -0.1202746108174324, -0.02338883839547634, -0.049808941781520844, -0.12835223972797394, 0.14008374512195587, -0.1089668869972229, 0.1282050758600235, -0.008765858598053455, 0.07164646685123444, 0.010569386184215546, -0.036699265241622925, 0.13532398641109467, 0.0371348038315773, 0.09102813154459, -0.0478048212826252, 0.0545610673725605, 0.03018392063677311, -0.04941243678331375, 0.019936179742217064, -0.07113366574048996, 0.06436721235513687, -0.06578557938337326, -0.033190324902534485, -0.07400988787412643, 0.06492171436548233, -0.03053426556289196, -0.10061715543270111, -0.03636773303151131, 0.04705144837498665, 0.05017494037747383, -0.048911042511463165, 0.02266276814043522, -0.004864047281444073, 0.10092729330062866, 0.04009430482983589, 0.09305752068758011, -0.08351320773363113, -0.05504923313856125, 0.01842603087425232, -0.012192153371870518, 0.06426799297332764, -0.12252466380596161, 0.03508035093545914, 0.10383991152048111, 0.05371968448162079, 0.107760950922966, 0.0648002102971077, -0.03185455501079559, 0.0016463143983855844, 0.04879952594637871, -0.1395605504512787, -0.14063546061515808, 0.0293017216026783, -0.09110043197870255, -0.0788252055644989, 0.07623574137687683, 0.13110116124153137, -0.049085475504398346, -0.010227056220173836, -0.020242415368556976, 0.031004266813397408, -0.019704552367329597, 0.19771040976047516, 0.011092743836343288, 0.047883909195661545, -0.10975717753171921, 0.1303107887506485, 0.01675536297261715, -0.048492345958948135, 0.049245331436395645, 0.06505006551742554, -0.11060283333063126, -0.007769878953695297, 0.0743003785610199, 0.09935643523931503, -0.05961022153496742, -0.029266539961099625, -0.08652828633785248, -0.09272643178701401, 0.03517237305641174, 0.10452770441770554, 0.0399102158844471, 0.005982872564345598, -0.04030201956629753, 0.06227171793580055, -0.14559583365917206, 0.0411553829908371, 0.02247883565723896, 0.0749095007777214, -0.12793156504631042, 0.1355021893978119, 0.019898051396012306, 0.0023164595477283, -0.03238936886191368, 0.02799529768526554, -0.1136355847120285, -0.030140625312924385, -0.09227973222732544, -0.03807123005390167, -0.04371252283453941, 0.0017782459035515785, -0.006019196007400751, -0.04981411620974541, -0.043019190430641174, 0.03644659370183945, -0.07922206819057465, -0.048435278236866, -0.00039677441236563027, 0.022957341745495796, -0.1534460186958313, 0.011888735927641392, 0.01622912846505642, -0.08937695622444153, 0.10459931939840317, 0.06376289576292038, 0.022118737921118736, 0.0526992492377758, -0.19911281764507294, -0.008014197461307049, 0.03181576728820801, -0.01614745892584324, 0.04762691259384155, -0.09980680048465729, -0.00502751674503088, -0.02950465679168701, 0.059340447187423706, 0.02488172985613346, 0.07557311654090881, -0.1094728484749794, 0.033219873905181885, -0.06552673876285553, -0.0425274558365345, -0.055012114346027374, 0.022043777629733086, 0.08506682515144348, 0.02087412215769291, 0.14967480301856995, -0.08244980126619339, 0.009199980646371841, -0.19596904516220093, -0.03606916591525078, 0.002704979619011283, -0.030087683349847794, -0.09978228807449341, -0.03264309838414192, 0.09370265156030655, -0.03340383619070053, 0.16319118440151215, 0.015401569195091724, 0.06859934329986572, 0.024290790781378746, -0.01877676136791706, -0.005278971046209335, -0.011749913915991783, 0.19880469143390656, 0.0773860365152359, -0.019322330132126808, 0.09303256124258041, 0.031930066645145416, 0.06528367847204208, 0.007830818183720112, 0.24355731904506683, 0.10626091063022614, -0.025322774425148964, 0.07899127155542374, 0.021716799587011337, -0.13716989755630493, -0.1614742875099182, 0.1136048436164856, -0.07165318727493286, 0.10045360028743744, -0.06717752665281296, 0.1823139786720276, 0.07727746665477753, -0.17030884325504303, 0.023175766691565514, -0.027438286691904068, -0.09467153251171112, -0.15479455888271332, -0.04578414186835289, -0.0825176015496254, -0.16001352667808533, 0.03661298751831055, -0.10887781530618668, 0.05514097958803177, 0.10872943699359894, 0.018116449937224388, 0.04026569426059723, 0.15537334978580475, -0.04066701605916023, 0.011613599956035614, 0.024291884154081345, 0.018589546903967857, -0.008682642132043839, -0.03518994525074959, -0.09061320126056671, 0.02086511254310608, -0.0059994482435286045, 0.07797896862030029, -0.055708665400743484, -0.03775447979569435, 0.040630828589200974, -0.0002187107311328873, -0.048131126910448074, 0.011330552399158478, 0.034832555800676346, 0.030925652012228966, 0.030621971935033798, 0.03689190000295639, -0.015210656449198723, -0.02573518082499504, 0.31449592113494873, -0.07836700230836868, -0.08752870559692383, -0.1148042306303978, 0.27689990401268005, 0.01915792189538479, -0.0017408736748620868, 0.05131212994456291, -0.09325387328863144, -0.012246545404195786, 0.15763284265995026, 0.16862384974956512, -0.08636359870433807, -0.015707803890109062, -0.03009999543428421, -0.017939917743206024, -0.027994627133011818, 0.15420015156269073, 0.07803312689065933, 0.05599580705165863, -0.06443160772323608, -0.014113182201981544, 0.0024005898740142584, -0.04429181292653084, -0.056679315865039825, 0.08035200834274292, -0.0006154410075396299, -0.0061973086558282375, -0.03870609775185585, 0.06816454231739044, 0.007887465879321098, -0.18198072910308838, 0.05427880957722664, -0.13602414727210999, -0.16044339537620544, 0.0006470484659075737, 0.05339056998491287, -0.021529030054807663, 0.06504777818918228, 0.003983165603131056, -0.011096425354480743, 0.09804405272006989, -0.0031678469385951757, -0.062220633029937744, -0.11044503003358841, 0.07615615427494049, -0.0317399762570858, 0.2598714232444763, -0.015654152259230614, 0.06165337562561035, 0.10295409709215164, 0.02221306972205639, -0.13695813715457916, 0.06855230033397675, 0.036889612674713135, -0.13568048179149628, 0.02283807285130024, 0.1305580586194992, -0.056297823786735535, 0.04611096531152725, 0.039799436926841736, -0.12615551054477692, 0.01260775700211525, -0.004009391646832228, -0.052929122000932693, -0.07287504523992538, -0.03202575072646141, -0.06941969692707062, 0.15116673707962036, 0.18544669449329376, -0.012745662592351437, 0.03711676597595215, -0.09798645973205566, 0.05328347906470299, 0.04573103040456772, 0.08477883785963058, -0.03803502768278122, -0.23671016097068787, 0.038507621735334396, 0.08401298522949219, -0.006657708901911974, -0.1832972913980484, -0.08519915491342545, 0.01901296339929104, -0.04349413514137268, -0.05774196237325668, 0.10527864098548889, 0.047074563801288605, 0.04025077074766159, -0.03221513330936432, -0.15299195051193237, -0.01640218496322632, 0.159331277012825, -0.16338606178760529, -0.06301713734865189 ]

[ "peft", "safetensors", "arxiv:1910.09700", "base_model:facebook/opt-1.3b", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\n\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact", "### Framework versions\n\n- PEFT 0.7.1" ]

[ "TAGS\n#peft #safetensors #arxiv-1910.09700 #base_model-facebook/opt-1.3b #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\n\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact", "### Framework versions\n\n- PEFT 0.7.1" ]

[ 35, 6, 3, 54, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4, 11 ]

[ "passage: TAGS\n#peft #safetensors #arxiv-1910.09700 #base_model-facebook/opt-1.3b #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\n\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact### Framework versions\n\n- PEFT 0.7.1" ]

[ -0.10613961517810822, 0.19235359132289886, -0.003406330244615674, 0.03214612603187561, 0.09249816834926605, 0.016336461529135704, 0.05046272277832031, 0.12253673374652863, -0.03163458779454231, 0.10740121454000473, 0.06849726289510727, 0.09897370636463165, 0.1025610864162445, 0.21082793176174164, 0.006083608139306307, -0.1931280791759491, 0.029482519254088402, -0.09735428541898727, -0.013593629002571106, 0.12250003963708878, 0.146584153175354, -0.09599834680557251, 0.08053472638130188, -0.01726711168885231, -0.0170173067599535, -0.033865999430418015, -0.07348428666591644, -0.03313397243618965, 0.044853758066892624, 0.049532778561115265, 0.05693191662430763, 0.00023200135910883546, 0.08635468035936356, -0.26906245946884155, 0.019111942499876022, 0.04672994837164879, -0.011379312723875046, 0.08332708477973938, 0.09808114916086197, -0.04126506671309471, 0.12400930374860764, -0.03280137851834297, 0.14348699152469635, 0.07971148937940598, -0.09819292277097702, -0.2177303284406662, -0.06838411092758179, 0.08855832368135452, 0.17513710260391235, 0.081586092710495, -0.046636492013931274, 0.12858597934246063, -0.0994565337896347, 0.014726866967976093, 0.047097958624362946, -0.07481396943330765, -0.07463039457798004, 0.04972128942608833, 0.10445888340473175, 0.0525430291891098, -0.13639597594738007, -0.029936477541923523, 0.0240553617477417, 0.040739018470048904, 0.0770006775856018, 0.01752305217087269, 0.14823172986507416, 0.027392825111746788, -0.1514449119567871, -0.04099196940660477, 0.13280707597732544, 0.034578386694192886, -0.03895954415202141, -0.2197323441505432, 0.010290568694472313, -0.07770399749279022, -0.027624279260635376, -0.05387737974524498, 0.033865220844745636, 0.002233749022707343, 0.08826714754104614, -0.031452957540750504, -0.09272724390029907, -0.009218481369316578, 0.09898068755865097, 0.045644331723451614, 0.022319046780467033, -0.023906419053673744, 0.005772329401224852, 0.12033160775899887, 0.05602860078215599, -0.12576019763946533, -0.05655082315206528, -0.07250981032848358, -0.04710398241877556, -0.046046119183301926, 0.03463215008378029, 0.03583521768450737, 0.05789024010300636, 0.24787387251853943, -0.02702075056731701, 0.05738138034939766, 0.053998686373233795, 0.021480845287442207, 0.04373031482100487, 0.08979588001966476, -0.05395282804965973, -0.14840076863765717, -0.01686927117407322, 0.10112672299146652, -0.012681390158832073, -0.020187178626656532, -0.048291370272636414, 0.040278930217027664, 0.044681448489427567, 0.10533029586076736, 0.09641940146684647, -0.008046637289226055, -0.07709714770317078, -0.0510108545422554, 0.21153979003429413, -0.1457303762435913, 0.04115072637796402, 0.022565387189388275, -0.01593450829386711, -0.06547562032938004, 0.011791061609983444, 0.017937693744897842, -0.024015329778194427, 0.09428805112838745, -0.06214670464396477, -0.040511250495910645, -0.11475876718759537, -0.016023902222514153, 0.037216588854789734, 0.017669815570116043, -0.027151770889759064, -0.03467986360192299, -0.06035324186086655, -0.09495843201875687, 0.10515917092561722, -0.06478242576122284, -0.06418651342391968, -0.029586056247353554, -0.09221941977739334, 0.018341409042477608, 0.026308372616767883, 0.11177581548690796, -0.024588225409388542, 0.0411149226129055, -0.015702150762081146, 0.060147762298583984, 0.08391809463500977, 0.03725771978497505, -0.06895852088928223, 0.06342451274394989, -0.20118896663188934, 0.09234821051359177, -0.0787195935845375, 0.027981430292129517, -0.15735077857971191, -0.014503085985779762, 0.0002453679626341909, 0.021152829751372337, 0.037028346210718155, 0.152235746383667, -0.1977391242980957, -0.034060265868902206, 0.15595194697380066, -0.10464924573898315, -0.12406841665506363, 0.04473666101694107, -0.054071128368377686, 0.16055859625339508, 0.019360249862074852, -0.007955659180879593, 0.08760926872491837, -0.15446750819683075, -0.02482285164296627, -0.02823886089026928, -0.007389509119093418, 0.10470093041658401, 0.08069899678230286, -0.07904990762472153, 0.027323683723807335, 0.012644060887396336, -0.040038540959358215, -0.024570975452661514, -0.05323481559753418, -0.11195257306098938, 0.004113941453397274, -0.0851639062166214, 0.02588936872780323, -0.006946558598428965, -0.08000262826681137, -0.012704728171229362, -0.16240811347961426, -0.027888869866728783, 0.07785408198833466, 0.016837161034345627, -0.019262725487351418, -0.0887906402349472, 0.03458758071064949, -0.025993095710873604, -0.02419857122004032, -0.15637829899787903, -0.03284834325313568, 0.017740169540047646, -0.14329059422016144, 0.014658350497484207, -0.11454010009765625, 0.06514435261487961, 0.01049797423183918, -0.07192402333021164, -0.03420078381896019, -0.01710568368434906, 0.008869430050253868, -0.05051762983202934, -0.2411859631538391, -0.021283559501171112, -0.05605963617563248, 0.15577034652233124, -0.22765226662158966, 0.03992229327559471, 0.04102000594139099, 0.12894201278686523, 0.0015458051348105073, -0.05802052095532417, 0.025029078125953674, -0.07082988321781158, -0.0177735798060894, -0.07005093991756439, -0.0038200293201953173, -0.0010728081688284874, -0.041933342814445496, 0.014285661280155182, -0.11167102307081223, -0.043015919625759125, 0.10163424909114838, 0.061533309519290924, -0.1722448468208313, -0.019665520638227463, -0.047628313302993774, -0.06834185123443604, -0.08873677253723145, -0.05832724645733833, 0.10912849009037018, 0.05123231187462807, 0.03407817706465721, -0.07382997125387192, -0.06774860620498657, 0.010812493972480297, -0.024592066183686256, -0.02831283211708069, 0.11375033110380173, 0.06870397180318832, -0.12610703706741333, 0.09921280294656754, 0.07240860909223557, 0.03247736766934395, 0.08263913542032242, -0.023871775716543198, -0.1062636524438858, -0.02986307442188263, 0.04371727257966995, 0.010741276666522026, 0.16221420466899872, -0.08068370074033737, 0.052143409848213196, 0.03966675326228142, -0.03384906426072121, 0.052249908447265625, -0.09495451301336288, 0.008763885125517845, 0.002625807886943221, -0.013507179915904999, 0.021705588325858116, -0.023373058065772057, 0.01307693962007761, 0.0834248811006546, 0.056346096098423004, 0.03385056555271149, 0.035752616822719574, -0.0307670459151268, -0.13205654919147491, 0.18120688199996948, -0.0982593297958374, -0.24404655396938324, -0.1531161665916443, 0.057683490216732025, 0.05520409718155861, -0.018160134553909302, 0.0285781417042017, -0.05839246138930321, -0.10080278664827347, -0.07550708949565887, 0.004163081757724285, 0.030879488214850426, -0.06185729056596756, -0.07327532768249512, 0.05530242249369621, 0.046824660152196884, -0.1107257753610611, 0.03667142242193222, 0.05768700689077377, -0.010739758610725403, 0.0019168428843840957, 0.05259871855378151, 0.0798925906419754, 0.17669545114040375, -0.0077949101105332375, -0.002421128563582897, 0.053724505007267, 0.2817939221858978, -0.16190019249916077, 0.11062312126159668, 0.11863250285387039, -0.06328026205301285, 0.0784723088145256, 0.19064880907535553, 0.030051331967115402, -0.10267271846532822, 0.038113951683044434, 0.03563111647963524, -0.024858975782990456, -0.2674415409564972, -0.04930024966597557, -0.010530929081141949, -0.09833647310733795, 0.08143550157546997, 0.0879003256559372, 0.09065835922956467, 0.03768862411379814, -0.06421191245317459, -0.09764944761991501, 0.03775569051504135, 0.09878093004226685, -0.024111440405249596, 0.005602224729955196, 0.08328250795602798, -0.026957979425787926, 0.008590872399508953, 0.09562892466783524, -0.02349752001464367, 0.16612812876701355, 0.051329731941223145, 0.09497717767953873, 0.08228799700737, 0.09413381665945053, -0.004488544538617134, 0.01755182258784771, 0.018911326304078102, 0.01872044801712036, 0.014255654998123646, -0.08045273274183273, 0.03170445188879967, 0.1099449098110199, 0.04351936653256416, 0.025153646245598793, 0.0069290706887841225, -0.043983981013298035, 0.0497458390891552, 0.1933782994747162, 0.01483816560357809, -0.19544774293899536, -0.07998267561197281, 0.05608918517827988, -0.07686728984117508, -0.14045579731464386, -0.018903447315096855, 0.028058065101504326, -0.17091359198093414, 0.01641193963587284, -0.0448094978928566, 0.10137417167425156, -0.06713973730802536, -0.03574393317103386, 0.09937980771064758, 0.06782617419958115, -0.027707282453775406, 0.060155171900987625, -0.1990281343460083, 0.1294303834438324, 0.02497640997171402, 0.07050743699073792, -0.08899751305580139, 0.0969734936952591, 0.001091010752134025, -0.006630366202443838, 0.16768012940883636, 0.003556251060217619, -0.0743560642004013, -0.05362515524029732, -0.09160315245389938, -0.012974154204130173, 0.10052233934402466, -0.128428652882576, 0.0605575293302536, -0.014699471183121204, -0.03030860796570778, 0.005474235862493515, -0.06779825687408447, -0.12724487483501434, -0.17129622399806976, 0.05372655391693115, -0.10703600943088531, 0.03662227466702461, -0.09421305358409882, -0.06474070250988007, 0.013338177464902401, 0.18352438509464264, -0.1721280962228775, -0.09099813550710678, -0.1441231667995453, -0.08581899851560593, 0.1620078831911087, -0.03924308717250824, 0.08544228971004486, 0.0048887464217841625, 0.16658344864845276, 0.012476388365030289, -0.003865705570206046, 0.10148455947637558, -0.09100706875324249, -0.1973358690738678, -0.05841592326760292, 0.1689162403345108, 0.14762331545352936, 0.03763202950358391, -0.009587039239704609, 0.021734129637479782, -0.05141201242804527, -0.11192677170038223, 0.03003297746181488, 0.12444013357162476, 0.08529432117938995, -0.010303744114935398, -0.03448604792356491, -0.10163320600986481, -0.06514957547187805, -0.055844102054834366, -0.0024031333159655333, 0.19276678562164307, -0.07277123630046844, 0.16145716607570648, 0.12833720445632935, -0.056063950061798096, -0.2041659653186798, 0.05198170617222786, 0.05886335298418999, 0.011359038762748241, 0.031230438500642776, -0.19498586654663086, 0.08966401219367981, 0.002054713200777769, -0.0726308822631836, 0.15469156205654144, -0.16470788419246674, -0.14370682835578918, 0.10373374819755554, 0.032738909125328064, -0.22679978609085083, -0.13578008115291595, -0.09664025157690048, -0.02209804579615593, -0.1056332141160965, 0.06634058803319931, -0.0051004826091229916, 0.011135976761579514, 0.03112168237566948, 0.017199033871293068, 0.026867786422371864, -0.04697317257523537, 0.20304618775844574, -0.025661557912826538, 0.01298933383077383, -0.05043525621294975, -0.08917569369077682, 0.033571433275938034, -0.05001683160662651, 0.098107248544693, 0.004168117884546518, 0.024460187181830406, -0.139024555683136, -0.04339945688843727, -0.06573933362960815, 0.03286641463637352, -0.09997939318418503, -0.08951840549707413, -0.0454515665769577, 0.10010432451963425, 0.09643874317407608, -0.030870720744132996, 0.0035713249817490578, -0.08846937119960785, 0.07678578048944473, 0.20820225775241852, 0.18960393965244293, 0.0695757269859314, -0.0643225684762001, 0.021835483610630035, -0.035588588565588, 0.04330980405211449, -0.217123344540596, 0.04545021802186966, 0.05341889709234238, 0.018672719597816467, 0.0912858098745346, -0.01133614033460617, -0.1547958105802536, -0.07844490557909012, 0.07997017353773117, -0.047199640423059464, -0.16054894030094147, -0.026787297800183296, 0.04181382432579994, -0.21166132390499115, -0.04909753426909447, 0.017264490947127342, -0.01978817768394947, -0.04197068139910698, 0.022818591445684433, 0.08054739236831665, -0.022394955158233643, 0.10874002426862717, 0.09284696727991104, 0.0933220237493515, -0.09919337928295135, 0.08329904079437256, 0.0716693103313446, -0.05101991072297096, 0.027326809242367744, 0.11134647578001022, -0.048225026577711105, -0.03867233917117119, 0.09432473033666611, 0.09684648364782333, 0.027139650657773018, -0.050700392574071884, 0.014033950865268707, -0.05720626935362816, 0.06644974648952484, 0.12388398498296738, 0.02789788506925106, -0.0096049252897501, 0.06020495295524597, 0.035672836005687714, -0.09698837995529175, 0.10747092962265015, 0.05949977785348892, 0.018477117642760277, -0.04137493297457695, -0.03219089284539223, -0.009342563338577747, -0.009002435952425003, -0.019512994214892387, -0.005950504913926125, -0.09427700936794281, -0.007102761417627335, -0.10480152815580368, 0.02842901274561882, -0.07269863784313202, 0.00931557361036539, 0.02525726705789566, -0.0513930469751358, 0.006677036173641682, 0.0026992540806531906, -0.07654014974832535, -0.049806859344244, -0.012145092710852623, 0.08386822044849396, -0.13175706565380096, 0.03125324845314026, 0.0764227956533432, -0.10577759891748428, 0.07035660743713379, 0.0042092464864254, 0.011377288028597832, 0.01283623930066824, -0.1602219045162201, 0.056177474558353424, -0.02196521870791912, -0.01389615423977375, 0.017123809084296227, -0.2135864645242691, -0.012409674935042858, -0.047920167446136475, -0.05221909284591675, 0.013725590892136097, -0.0275811068713665, -0.12235762923955917, 0.10280051827430725, -0.0028439569287002087, -0.07492943108081818, -0.0179151464253664, 0.03986706957221031, 0.09667693823575974, -0.02002176269888878, 0.12738695740699768, -0.029737817123532295, 0.07405197620391846, -0.17349651455879211, -0.004852192010730505, -0.013864480890333652, 0.041065119206905365, -0.008685736916959286, -0.024460749700665474, 0.05985932797193527, -0.018668392673134804, 0.17859871685504913, -0.021335478872060776, 0.07502839714288712, 0.055977992713451385, -0.0005140582215972245, 0.007847446016967297, 0.08821988105773926, 0.049325209110975266, -0.007394046057015657, -0.005098739173263311, 0.042603470385074615, -0.007643543649464846, -0.04299207031726837, -0.1502838134765625, 0.07624289393424988, 0.16186970472335815, 0.05359582602977753, 0.01852424070239067, 0.03146466240286827, -0.12254483252763748, -0.06761053204536438, 0.12872214615345, -0.01139108743518591, -0.03565177693963051, -0.07554241269826889, 0.1786109209060669, 0.12847477197647095, -0.20042209327220917, 0.07974200695753098, -0.06281207501888275, -0.05482957139611244, -0.12740358710289001, -0.15571580827236176, -0.0624379888176918, -0.04382612183690071, -0.020887430757284164, -0.06239902600646019, 0.04842735081911087, 0.04976421967148781, 0.0019024910870939493, -0.018807871267199516, 0.10422701388597488, 0.014890248887240887, -0.024730363860726357, 0.04900285601615906, 0.061599984765052795, 0.02911192551255226, -0.0997597873210907, 0.011591335758566856, -0.0006289512384682894, 0.01910625956952572, 0.05974007025361061, 0.01491499226540327, -0.05684530735015869, 0.014093564823269844, -0.014358646236360073, -0.11642397940158844, 0.04419371485710144, -0.02049587108194828, -0.035687029361724854, 0.1410127878189087, 0.029463035985827446, 0.009852686896920204, -0.019460996612906456, 0.23873130977153778, -0.07493157684803009, -0.07386069744825363, -0.15413209795951843, 0.06086813658475876, -0.07355662435293198, 0.03218788653612137, 0.030670257285237312, -0.1150745302438736, 0.019650228321552277, 0.15894348919391632, 0.1314205378293991, -0.01234823651611805, 0.012843077071011066, 0.04915357753634453, 0.0013519756030291319, -0.030893534421920776, 0.015589073300361633, 0.054483383893966675, 0.13723865151405334, -0.07551377266645432, 0.06810859590768814, -0.011632146313786507, -0.07696332037448883, -0.015388860367238522, 0.10943717509508133, 0.0014974409714341164, 0.005506186280399561, -0.07188045233488083, 0.1433027982711792, -0.08812868595123291, -0.2396363615989685, 0.05663231015205383, -0.06871743500232697, -0.15060123801231384, -0.048465143889188766, 0.01088225468993187, -0.013818166218698025, 0.01903461664915085, 0.07699892669916153, -0.04776525869965553, 0.16826100647449493, 0.04326346144080162, -0.0497775599360466, -0.09173130989074707, 0.06248200684785843, -0.13204242289066315, 0.2845976650714874, 0.019300110638141632, 0.04436478763818741, 0.10373803228139877, -0.018904127180576324, -0.13851812481880188, 0.009290385991334915, 0.1051720604300499, -0.06680314987897873, 0.0587245374917984, 0.17716164886951447, -0.0017007479909807444, 0.12899287045001984, 0.058076679706573486, -0.059804853051900864, 0.03670616075396538, -0.09615806490182877, -0.05003722384572029, -0.10924679040908813, 0.08164967596530914, -0.08316338807344437, 0.15996475517749786, 0.13168217241764069, -0.06515588611364365, -0.004311539698392153, -0.0223852451890707, 0.08236269652843475, 0.008485204540193081, 0.11533990502357483, 0.007954846136271954, -0.1878107637166977, 0.037408292293548584, 0.019167235121130943, 0.1002647876739502, -0.21187202632427216, -0.06805923581123352, 0.05324230715632439, -0.022127211093902588, -0.07256881147623062, 0.11819317191839218, 0.037310972809791565, 0.03471238911151886, -0.040553610771894455, -0.045367829501628876, 0.0023747363593429327, 0.14978855848312378, -0.11208399385213852, -0.006891284137964249 ]

[ "transformers", "safetensors", "arxiv:1910.09700", "endpoints_compatible", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ "TAGS\n#transformers #safetensors #arxiv-1910.09700 #endpoints_compatible #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ 31, 6, 3, 82, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4 ]

[ "passage: TAGS\n#transformers #safetensors #arxiv-1910.09700 #endpoints_compatible #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact" ]

[ -0.06646376848220825, 0.2168014943599701, -0.00225935154594481, 0.023818302899599075, 0.1271018385887146, -0.001635765191167593, 0.04218708351254463, 0.13324736058712006, -0.020175931975245476, 0.11144465953111649, 0.046588581055402756, 0.09377603232860565, 0.09928803145885468, 0.18404334783554077, 0.04859916493296623, -0.2059975117444992, 0.007056170143187046, -0.09090408682823181, 0.014076028019189835, 0.1116579994559288, 0.13719257712364197, -0.10291384905576706, 0.08272874355316162, -0.04045208916068077, -0.02019004337489605, 0.00012576708104461432, -0.09259183704853058, -0.07032395154237747, 0.06885425746440887, 0.06264153122901917, 0.051234472543001175, 0.001456156256608665, 0.09140396863222122, -0.2864592671394348, 0.017265573143959045, 0.08406311273574829, 0.0027674848679453135, 0.06290827691555023, 0.07236549258232117, -0.07389893382787704, 0.11328595131635666, -0.08021481335163116, 0.13019037246704102, 0.08625296503305435, -0.062064990401268005, -0.23071379959583282, -0.07525765895843506, 0.0963398814201355, 0.12251301854848862, 0.06215599179267883, -0.022921854630112648, 0.15455181896686554, -0.06248689442873001, 0.012971068732440472, 0.1294165402650833, -0.11526761949062347, -0.05572471022605896, 0.061741601675748825, 0.11775490641593933, 0.10740239918231964, -0.14110268652439117, -0.0017287094378843904, 0.04900608956813812, 0.029121357947587967, 0.08589313924312592, 0.022661056369543076, 0.12003941088914871, 0.04652795568108559, -0.13695219159126282, -0.04037507623434067, 0.12011898308992386, 0.038862764835357666, -0.06446044892072678, -0.2168138176202774, -0.006778308190405369, -0.0601806715130806, -0.014732478186488152, -0.07019448280334473, 0.039128515869379044, -0.02470310963690281, 0.07317749410867691, -0.04465159401297569, -0.1063927412033081, -0.0421026237308979, 0.0892222449183464, 0.07748593389987946, 0.011527054943144321, -0.02519804798066616, 0.04627908393740654, 0.13455867767333984, 0.05402068421244621, -0.10399353504180908, -0.07017925381660461, -0.06942764669656754, -0.09420394152402878, -0.04035796597599983, 0.056760527193546295, 0.031942449510097504, 0.02665667235851288, 0.22703726589679718, 0.016653569415211678, 0.04155244305729866, 0.0224777739495039, 0.01032855175435543, 0.043662428855895996, 0.0955500528216362, -0.05303520709276199, -0.15660029649734497, -0.04072032496333122, 0.09077946096658707, -0.0027527001220732927, -0.036689214408397675, -0.03966725245118141, 0.03849169611930847, 0.06843466311693192, 0.13122352957725525, 0.07552056759595871, -0.017929591238498688, -0.04813180863857269, -0.030096933245658875, 0.23523783683776855, -0.1493375599384308, 0.04426715523004532, -0.02271856553852558, -0.01804111897945404, -0.03908449783921242, 0.03597262129187584, 0.022118929773569107, -0.000004518366949923802, 0.09706240892410278, -0.058981191366910934, -0.05378659814596176, -0.10168042778968811, -0.03272576630115509, 0.04088849574327469, -0.013975566253066063, -0.010589460842311382, -0.09025166928768158, -0.09490354359149933, -0.04766594246029854, 0.05537205561995506, -0.05123869329690933, -0.03770573064684868, 0.009465423412621021, -0.08151785284280777, -0.005444355774670839, -0.005417742300778627, 0.10699385404586792, -0.03222226724028587, 0.04445803165435791, -0.027600755915045738, 0.05225523188710213, 0.09919606149196625, 0.031576547771692276, -0.0773419588804245, 0.0561848059296608, -0.22559374570846558, 0.07503069192171097, -0.11481974273920059, 0.04335082694888115, -0.1704932004213333, -0.042439818382263184, 0.005444696638733149, 0.0139949731528759, 0.013206101022660732, 0.12720820307731628, -0.19255615770816803, -0.01654396951198578, 0.13260798156261444, -0.09212633967399597, -0.118110790848732, 0.07884611934423447, -0.029701577499508858, 0.1624738723039627, 0.04682036489248276, -0.027025915682315826, 0.09224298596382141, -0.16434773802757263, -0.07092688232660294, -0.00949116237461567, -0.01727987825870514, 0.12109188735485077, 0.07512219995260239, -0.05991523340344429, 0.046571120619773865, 0.02832140028476715, -0.038078423589468, -0.04424772411584854, -0.050857074558734894, -0.10884185880422592, -0.01070026308298111, -0.08987759798765182, 0.04065500199794769, -0.01250192429870367, -0.07916021347045898, -0.029885273426771164, -0.18612512946128845, -0.0030564051121473312, 0.10038342326879501, 0.0035033065360039473, -0.005652366206049919, -0.08666291832923889, 0.026358824223279953, -0.03112892620265484, -0.008404186926782131, -0.16764774918556213, -0.04399421438574791, 0.046902090311050415, -0.16094985604286194, 0.020117372274398804, -0.06413903087377548, 0.06334125250577927, 0.03641495108604431, -0.05590536445379257, -0.0248766727745533, -0.01730942726135254, 0.011945613659918308, -0.05083848536014557, -0.18994836509227753, -0.056277405470609665, -0.037882111966609955, 0.149809330701828, -0.25956398248672485, 0.032966937869787216, 0.051140617579221725, 0.14649195969104767, 0.00406361510977149, -0.05115427449345589, 0.01429014839231968, -0.05360214412212372, -0.054652128368616104, -0.06746816635131836, -0.006135428790003061, -0.027576493099331856, -0.05147203803062439, 0.019243421033024788, -0.1755700707435608, -0.021410830318927765, 0.09424154460430145, 0.12876708805561066, -0.1486445665359497, -0.018640631809830666, -0.048725154250860214, -0.06339836865663528, -0.0715010017156601, -0.07038594037294388, 0.10712739825248718, 0.0513901449739933, 0.04796046018600464, -0.07435787469148636, -0.07092321664094925, 0.02726263552904129, 0.006906150374561548, -0.03382374346256256, 0.08727246522903442, 0.05199531093239784, -0.09209315478801727, 0.0756213590502739, 0.1092359870672226, 0.07177663594484329, 0.09363535046577454, 0.01574566215276718, -0.11756632477045059, -0.028492970392107964, 0.036266472190618515, 0.02740776725113392, 0.1465986967086792, -0.05952361226081848, 0.04016614332795143, 0.04494241625070572, -0.04170418903231621, 0.022319864481687546, -0.08787637203931808, 0.024075502529740334, 0.025203049182891846, -0.0034381982404738665, 0.06284574419260025, -0.02525499276816845, -0.0050758360885083675, 0.07016654312610626, 0.047779910266399384, 0.04621000960469246, 0.009655474685132504, -0.01720241829752922, -0.1047825813293457, 0.16950392723083496, -0.0951867327094078, -0.269941508769989, -0.17632324993610382, 0.026197833940386772, 0.04035249724984169, -0.022378476336598396, 0.031619444489479065, -0.07056326419115067, -0.10630585998296738, -0.1060405746102333, -0.002429972169920802, 0.01714223250746727, -0.06364088505506516, -0.0741225928068161, 0.07348573952913284, 0.04382912442088127, -0.14902326464653015, 0.038552410900592804, 0.055694397538900375, -0.057955220341682434, -0.0233661737293005, 0.09118817001581192, 0.12397737801074982, 0.14583967626094818, -0.021366750821471214, -0.028626007959246635, 0.029004426673054695, 0.19620531797409058, -0.13469526171684265, 0.10371150821447372, 0.13814030587673187, -0.04545360431075096, 0.08360563963651657, 0.1560150384902954, 0.029186224564909935, -0.08317049592733383, 0.05044832453131676, 0.04082648828625679, -0.043159641325473785, -0.2666129767894745, -0.0534592866897583, 0.012832709588110447, -0.06255637854337692, 0.09786593168973923, 0.10183793306350708, 0.11542957276105881, 0.034910861402750015, -0.07166364789009094, -0.043925940990448, -0.0058974819257855415, 0.11737963557243347, -0.05490213260054588, -0.012639665976166725, 0.07686592638492584, -0.05086168646812439, 0.005355054512619972, 0.10266812145709991, 0.02973790094256401, 0.17442677915096283, 0.020399179309606552, 0.11231429129838943, 0.06195578724145889, 0.08633565157651901, 0.0007386076031252742, 0.02951662428677082, 0.05147615820169449, 0.017203815281391144, -0.002300140680745244, -0.10421168059110641, -0.006156572140753269, 0.1449710875749588, 0.028103826567530632, 0.029669636860489845, -0.0018948549404740334, -0.005003341939300299, 0.05121048167347908, 0.1746254414319992, -0.011592294089496136, -0.22072425484657288, -0.0845772922039032, 0.06936841458082199, -0.06218599155545235, -0.12968985736370087, -0.026130788028240204, 0.045467354357242584, -0.17519839107990265, 0.026703642681241035, -0.027433741837739944, 0.0919293761253357, -0.09345759451389313, -0.02221956104040146, 0.03687324374914169, 0.084866963326931, -0.014529162086546421, 0.08703910559415817, -0.14498743414878845, 0.11886418610811234, 0.02978132851421833, 0.09024628251791, -0.11081171780824661, 0.07909037172794342, -0.007550720125436783, 0.009180475026369095, 0.19379350543022156, -0.011335089802742004, -0.03514958545565605, -0.08774717897176743, -0.11210042238235474, -0.013537433929741383, 0.12687496840953827, -0.1243172138929367, 0.08773399889469147, -0.015198243781924248, -0.044079482555389404, 0.00937260314822197, -0.12100647389888763, -0.17273177206516266, -0.19628387689590454, 0.05585884302854538, -0.09575839340686798, 0.025643249973654747, -0.11914430558681488, -0.07089093327522278, -0.02952558360993862, 0.241120383143425, -0.1745356321334839, -0.06510113179683685, -0.1468164622783661, -0.046294767409563065, 0.1662203073501587, -0.04437198117375374, 0.0718095526099205, -0.0208172257989645, 0.20345525443553925, 0.005988610442727804, -0.004939318168908358, 0.06724198162555695, -0.08892562240362167, -0.16873881220817566, -0.06771010160446167, 0.1510489284992218, 0.11680185794830322, 0.04907919466495514, -0.002248800592496991, 0.0011772146681323647, -0.016943959519267082, -0.1137804463505745, -0.0033210667315870523, 0.16037839651107788, 0.03878779336810112, 0.025986969470977783, -0.05243593826889992, -0.08797456324100494, -0.06899320334196091, -0.06853509694337845, 0.06221301481127739, 0.19590823352336884, -0.10376439243555069, 0.1700313836336136, 0.147536963224411, -0.07305635511875153, -0.23175598680973053, 0.035342130810022354, 0.04983805492520332, 0.0014306638622656465, 0.04886869341135025, -0.18252557516098022, 0.10521943867206573, 0.019543392583727837, -0.05505957826972008, 0.13485197722911835, -0.1557481735944748, -0.1552847921848297, 0.0722852572798729, 0.03904085233807564, -0.22423844039440155, -0.1354004591703415, -0.09622503817081451, -0.05825018882751465, -0.14065024256706238, 0.06054598465561867, -0.002136280992999673, 0.015948504209518433, 0.03500790148973465, -0.0015643214574083686, 0.027123261243104935, -0.058935679495334625, 0.18609118461608887, -0.004065449349582195, 0.020676052197813988, -0.060264769941568375, -0.0478842556476593, 0.09839435666799545, -0.06130504235625267, 0.12208222597837448, 0.004057085141539574, 0.01594383642077446, -0.10362856835126877, -0.048314861953258514, -0.04328322783112526, 0.05154227837920189, -0.07548051327466965, -0.10070807486772537, -0.043625857681035995, 0.08841723203659058, 0.07005169242620468, -0.03383097052574158, 0.00549331633374095, -0.07189501076936722, 0.10019614547491074, 0.17795267701148987, 0.17573626339435577, 0.009926567785441875, -0.07241068035364151, 0.01677953451871872, -0.04142116755247116, 0.044231921434402466, -0.2513144314289093, 0.03756171092391014, 0.06098250672221184, 0.029438555240631104, 0.09217222779989243, -0.020435843616724014, -0.1820858269929886, -0.04050002992153168, 0.08094815909862518, -0.05452597141265869, -0.22617179155349731, -0.019085140898823738, 0.0954197570681572, -0.2020406424999237, -0.007372708059847355, 0.03995226323604584, -0.048725228756666183, -0.023169852793216705, 0.00010950004070764408, 0.06317184865474701, 0.002471912419423461, 0.09773622453212738, 0.0735151618719101, 0.09715340286493301, -0.08337292820215225, 0.10562895983457565, 0.10150538384914398, -0.09572599828243256, 0.03605884686112404, 0.06754924356937408, -0.05300498008728027, -0.043293699622154236, 0.03665391728281975, 0.033023297786712646, 0.005234600510448217, -0.060321882367134094, 0.013913018628954887, -0.036497246474027634, 0.044923391193151474, 0.08326134830713272, 0.03754979372024536, -0.013354414142668247, 0.06462216377258301, 0.03401726484298706, -0.10898099094629288, 0.10366570204496384, 0.01731540448963642, 0.04105307161808014, -0.08384523540735245, -0.019968897104263306, 0.035425446927547455, 0.030576206743717194, -0.01765924133360386, -0.02306121215224266, -0.02860277332365513, -0.01614218018949032, -0.14299540221691132, -0.023106401786208153, -0.07243485748767853, 0.006181265693157911, 0.014656842686235905, -0.031884219497442245, -0.011233693920075893, 0.02475680410861969, -0.06979699432849884, -0.07426341623067856, -0.006949664559215307, 0.09833318740129471, -0.15115703642368317, 0.008848577737808228, 0.06907843053340912, -0.11088496446609497, 0.08190931379795074, -0.008411259390413761, 0.016245156526565552, 0.022527478635311127, -0.15448406338691711, 0.05601610988378525, 0.0008648968650959432, 0.01916889287531376, 0.025886621326208115, -0.16471809148788452, 0.004104440100491047, -0.04661374166607857, -0.02149827405810356, -0.00004464812809601426, -0.02647159807384014, -0.12325995415449142, 0.06858719140291214, -0.015622655861079693, -0.035931166261434555, -0.02701525390148163, 0.0539589487016201, 0.07888586074113846, -0.027474910020828247, 0.10445091128349304, -0.008690856397151947, 0.04941811040043831, -0.16801609098911285, -0.02470702864229679, -0.04982255399227142, 0.019377702847123146, 0.009884213097393513, -0.007693959400057793, 0.04183054715394974, -0.00976533442735672, 0.21883612871170044, -0.05075952783226967, 0.1607085019350052, 0.05847611650824547, -0.017352959141135216, -0.0007513365126214921, 0.06180921941995621, 0.05997028574347496, 0.04658793285489082, 0.009480604901909828, 0.023740366101264954, -0.022450892254710197, -0.006695089396089315, -0.15932634472846985, 0.01890849508345127, 0.14999441802501678, 0.06301083415746689, 0.024745315313339233, 0.05866100639104843, -0.12775006890296936, -0.12135478109121323, 0.09311001747846603, -0.026755332946777344, 0.00928465835750103, -0.08245618641376495, 0.1358020007610321, 0.14980104565620422, -0.14000412821769714, 0.05256148427724838, -0.06134212389588356, -0.05217423290014267, -0.10388828068971634, -0.12032219022512436, -0.05887215584516525, -0.053666237741708755, 0.002330566756427288, -0.03760887682437897, 0.054546963423490524, 0.03344334661960602, -0.009351172484457493, -0.00022941511997487396, 0.13597318530082703, -0.019751882180571556, -0.0028988157864660025, 0.048313532024621964, 0.03693558648228645, 0.02373051457107067, -0.05275435373187065, 0.02940409444272518, 0.02539868652820587, 0.032232340425252914, 0.06546790152788162, 0.033412106335163116, -0.047448933124542236, 0.03804153576493263, -0.0025254099164158106, -0.11207924783229828, 0.019641218706965446, -0.00460948096588254, -0.0742158442735672, 0.1268945336341858, 0.0407399944961071, 0.010224059224128723, -0.03741471841931343, 0.24361543357372284, -0.06653323769569397, -0.06378097087144852, -0.13251738250255585, 0.10491154342889786, -0.0027236645109951496, 0.06476365029811859, 0.023412218317389488, -0.1284150779247284, 0.005243356805294752, 0.13858191668987274, 0.12181595712900162, 0.0045748427510261536, 0.009228081442415714, 0.0518609918653965, 0.0025186820421367884, -0.06998204439878464, 0.054019294679164886, 0.06992026418447495, 0.12919506430625916, -0.07847554981708527, 0.07680778950452805, 0.0006860480643808842, -0.08370215445756912, -0.02947772853076458, 0.11312682181596756, -0.0409729965031147, 0.03491825982928276, -0.047444481402635574, 0.10916327685117722, -0.05787910893559456, -0.29412412643432617, 0.02350960113108158, -0.09588567912578583, -0.15202060341835022, -0.018367812037467957, 0.05944539234042168, -0.02624768204987049, 0.018029648810625076, 0.06971040368080139, -0.06011629104614258, 0.20098382234573364, 0.0335683599114418, -0.07864278554916382, -0.0664360448718071, 0.04837050288915634, -0.06564252078533173, 0.2949807047843933, 0.008418165147304535, 0.02863333560526371, 0.10770907253026962, -0.03253700211644173, -0.18271861970424652, 0.010723991319537163, 0.1133992001414299, -0.08056149631738663, 0.08200647681951523, 0.19000613689422607, -0.012578671798110008, 0.1209007054567337, 0.05294662341475487, -0.047376248985528946, 0.04217283055186272, -0.03389401361346245, -0.051268599927425385, -0.10752558708190918, 0.058453381061553955, -0.05909625440835953, 0.15447644889354706, 0.10152646154165268, -0.05671518296003342, -0.004550917539745569, -0.05555408447980881, 0.04875178262591362, 0.01804669201374054, 0.12263146042823792, 0.02951994352042675, -0.1865430772304535, 0.032826557755470276, -0.01144319772720337, 0.10186848044395447, -0.25588861107826233, -0.08421015739440918, 0.08833149075508118, -0.011924264021217823, -0.05105875805020332, 0.10560628771781921, 0.057650718837976456, 0.04243382066488266, -0.043439045548439026, -0.10480839014053345, -0.02186836116015911, 0.14663739502429962, -0.1469624787569046, -0.025013303384184837 ]

[ "transformers", "safetensors", "mistral", "text-generation", "arxiv:1910.09700", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ "TAGS\n#transformers #safetensors #mistral #text-generation #arxiv-1910.09700 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ 56, 6, 3, 82, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4 ]

[ "passage: TAGS\n#transformers #safetensors #mistral #text-generation #arxiv-1910.09700 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact" ]

[ -0.05921921506524086, 0.15253323316574097, -0.004925556480884552, 0.01970141939818859, 0.09812989830970764, 0.008722675032913685, 0.07155127823352814, 0.11091651022434235, -0.02038503810763359, 0.11541511863470078, 0.03161177039146423, 0.09504877775907516, 0.11244720220565796, 0.1593349277973175, 0.0006018498679623008, -0.22924894094467163, 0.050943523645401, -0.12565383315086365, -0.028005311265587807, 0.1202453151345253, 0.14323006570339203, -0.10873830318450928, 0.07482945919036865, -0.03924073651432991, -0.006830108352005482, -0.03327549248933792, -0.06254202127456665, -0.05196645110845566, 0.05287102237343788, 0.06693000346422195, 0.07382122427225113, 0.0121690658852458, 0.09054198116064072, -0.27071383595466614, 0.02402324043214321, 0.07869837433099747, -0.00047617589007131755, 0.07642106711864471, 0.049837369471788406, -0.08698169887065887, 0.07614438980817795, -0.060363397002220154, 0.14962489902973175, 0.07956483215093613, -0.09049813449382782, -0.19196605682373047, -0.07841940224170685, 0.10002946108579636, 0.18888257443904877, 0.05783533677458763, -0.02747977338731289, 0.11718999594449997, -0.08618196099996567, 0.013946855440735817, 0.06651762872934341, -0.05830651894211769, -0.055825375020504, 0.07012750208377838, 0.08251979202032089, 0.08537944406270981, -0.13050076365470886, -0.011774240992963314, 0.015172234736382961, 0.00940374843776226, 0.0883294939994812, 0.017624128609895706, 0.13745273649692535, 0.04126768559217453, -0.1351923644542694, -0.04287068545818329, 0.09870852530002594, 0.035997726023197174, -0.04835180938243866, -0.24833782017230988, -0.023138362914323807, -0.039952121675014496, -0.03223174810409546, -0.0381147637963295, 0.04236193001270294, -0.01381280180066824, 0.07635250687599182, -0.0030598659068346024, -0.08292017132043839, -0.042900193482637405, 0.07140932232141495, 0.06195797771215439, 0.025352943688631058, -0.016651969403028488, 0.0064301020465791225, 0.12258180975914001, 0.11147689074277878, -0.12772345542907715, -0.053019966930150986, -0.06414514780044556, -0.08524893969297409, -0.04640465974807739, 0.03045455552637577, 0.03743596002459526, 0.047410931438207626, 0.2386423945426941, 0.0032438088674098253, 0.054757438600063324, 0.046099163591861725, 0.014072372578084469, 0.06632840633392334, 0.10764557868242264, -0.05884917825460434, -0.09735266119241714, -0.030795203521847725, 0.10186740756034851, 0.006704956758767366, -0.041407015174627304, -0.05594591051340103, 0.06964502483606339, 0.020676078274846077, 0.1224241703748703, 0.07868597656488419, 0.002938423305749893, -0.07543925195932388, -0.06281042098999023, 0.18152743577957153, -0.1571107804775238, 0.0444292388856411, 0.03200872242450714, -0.03442244604229927, -0.009351148270070553, 0.00990392453968525, 0.02681080251932144, -0.02011663094162941, 0.09737543761730194, -0.05644093081355095, -0.033681318163871765, -0.11296935379505157, -0.0371013842523098, 0.030811145901679993, 0.01213210541754961, -0.029025491327047348, -0.0342867337167263, -0.0882277637720108, -0.0636090338230133, 0.09107700735330582, -0.07191670686006546, -0.04744245857000351, -0.017612621188163757, -0.07794062048196793, 0.022423118352890015, 0.017721612006425858, 0.09050743281841278, -0.021899394690990448, 0.03913994878530502, -0.056751471012830734, 0.06101011112332344, 0.11571475863456726, 0.028108863160014153, -0.058606795966625214, 0.06155762821435928, -0.2421950101852417, 0.10317995399236679, -0.07758963108062744, 0.051325954496860504, -0.1530446857213974, -0.026070065796375275, 0.03956404700875282, 0.012061306275427341, -0.008345595560967922, 0.1417774260044098, -0.2185831218957901, -0.03138069063425064, 0.1676056981086731, -0.10102425515651703, -0.07971794903278351, 0.06269615143537521, -0.05407082289457321, 0.11134804040193558, 0.04596652463078499, -0.023191405460238457, 0.05842197686433792, -0.14511504769325256, -0.00791724119335413, -0.04188765957951546, -0.017894908785820007, 0.16635635495185852, 0.07102048397064209, -0.06073606386780739, 0.07092984020709991, 0.019934939220547676, -0.016795052215456963, -0.04869792237877846, -0.028511613607406616, -0.10498060286045074, 0.011810078285634518, -0.059134796261787415, 0.02167343720793724, -0.021296551451086998, -0.09382132440805435, -0.029188871383666992, -0.17379464209079742, -0.0012200147612020373, 0.08734307438135147, -0.010546354576945305, -0.02201107330620289, -0.11164727807044983, 0.008580547757446766, 0.03398929536342621, 0.0007392297266051173, -0.13708379864692688, -0.059298936277627945, 0.02737307921051979, -0.16233380138874054, 0.02912268228828907, -0.05535917729139328, 0.046022266149520874, 0.040077272802591324, -0.03548351675271988, -0.0344831608235836, 0.01168955210596323, 0.011000183410942554, -0.01812567003071308, -0.25495970249176025, -0.017501724883913994, -0.02502158097922802, 0.17353887856006622, -0.22721131145954132, 0.04271984100341797, 0.07614967226982117, 0.14550280570983887, 0.0073052942752838135, -0.034482456743717194, 0.014565827324986458, -0.07198352366685867, -0.03167816624045372, -0.06257235258817673, -0.010083765722811222, -0.03872835263609886, -0.06014038994908333, 0.04782424867153168, -0.16939696669578552, -0.03236479312181473, 0.10534932464361191, 0.06398996710777283, -0.14835967123508453, -0.030286256223917007, -0.0393594354391098, -0.047035153955221176, -0.06618485599756241, -0.054856978356838226, 0.12015452980995178, 0.05620792135596275, 0.04745647683739662, -0.07151947915554047, -0.07490099221467972, 0.007241961546242237, -0.019977761432528496, -0.0163256898522377, 0.09354335069656372, 0.06967450678348541, -0.12794628739356995, 0.09154868870973587, 0.0982460081577301, 0.08392132818698883, 0.10398648679256439, -0.015390566550195217, -0.08757331967353821, -0.041474130004644394, 0.023933125659823418, 0.014664852991700172, 0.1483616679906845, -0.016296299174427986, 0.054420776665210724, 0.0360836423933506, -0.013510678894817829, 0.01076538860797882, -0.09628108888864517, 0.02706051431596279, 0.02971329540014267, -0.015405743382871151, 0.03466423228383064, -0.04367179423570633, 0.019455796107649803, 0.09001301974058151, 0.041830018162727356, 0.0396038182079792, 0.010561688803136349, -0.04398298263549805, -0.11032342165708542, 0.17876994609832764, -0.12373854219913483, -0.2460412234067917, -0.13813963532447815, 0.010937176644802094, 0.04738753288984299, -0.011057097464799881, 0.006951550021767616, -0.06640941649675369, -0.1170244961977005, -0.09733203053474426, 0.01991088129580021, 0.04529648274183273, -0.07728998363018036, -0.06572148203849792, 0.06318122148513794, 0.037644270807504654, -0.13899093866348267, 0.023945696651935577, 0.0469096377491951, -0.0813174769282341, -0.0011905812425538898, 0.07709334045648575, 0.06798645853996277, 0.17623907327651978, 0.014159789308905602, -0.023712651804089546, 0.025652561336755753, 0.21002908051013947, -0.14298869669437408, 0.1094568595290184, 0.1327279806137085, -0.08898334950208664, 0.08212688565254211, 0.20222385227680206, 0.0385010726749897, -0.10506977140903473, 0.03657889738678932, 0.027060477063059807, -0.02792542427778244, -0.24959829449653625, -0.06908850371837616, 0.001758498721756041, -0.053698375821113586, 0.06916391849517822, 0.08716317266225815, 0.09721273928880692, 0.016790922731161118, -0.10066783428192139, -0.0790279284119606, 0.05001477152109146, 0.10897587984800339, -0.001458899350836873, -0.014394176192581654, 0.09075857698917389, -0.02953648567199707, 0.01689162664115429, 0.09213569760322571, 0.0019032615236938, 0.1793205291032791, 0.052213337272405624, 0.17340974509716034, 0.07910763472318649, 0.06269825994968414, 0.021207094192504883, 0.006816241890192032, 0.02095629647374153, 0.01695442944765091, -0.004212336614727974, -0.0863528773188591, -0.0027415938675403595, 0.1203664243221283, 0.050876569002866745, 0.03059028834104538, 0.014285655692219734, -0.03054206818342209, 0.08466528356075287, 0.177787184715271, 0.001063879462890327, -0.1876421719789505, -0.07282958924770355, 0.07934894412755966, -0.08512143790721893, -0.10675539821386337, -0.029639042913913727, 0.040873926132917404, -0.17292065918445587, 0.01861744187772274, -0.020119842141866684, 0.10806277394294739, -0.12885749340057373, -0.017452897503972054, 0.055447377264499664, 0.06997017562389374, -0.009931124746799469, 0.06633757054805756, -0.1625119000673294, 0.1177479475736618, 0.01653103344142437, 0.06594116985797882, -0.09538834542036057, 0.095417320728302, -0.006962447427213192, 0.007516060955822468, 0.1403670459985733, 0.010755252093076706, -0.0641925036907196, -0.0961010679602623, -0.10299893468618393, -0.010606445372104645, 0.1309773176908493, -0.14660196006298065, 0.08697716891765594, -0.02743646875023842, -0.0437387153506279, 0.0037594304885715246, -0.12246467173099518, -0.13224415481090546, -0.18235477805137634, 0.05769521743059158, -0.13171130418777466, 0.040173836052417755, -0.1089821308851242, -0.04585907980799675, -0.021465247496962547, 0.1977471560239792, -0.23280778527259827, -0.06815840303897858, -0.15394872426986694, -0.08265888690948486, 0.1454220414161682, -0.04706942290067673, 0.08337214589118958, 0.000301246385788545, 0.19080647826194763, 0.020952312275767326, -0.017133628949522972, 0.1067209243774414, -0.09975022822618484, -0.20161914825439453, -0.09120959788560867, 0.15868841111660004, 0.13963958621025085, 0.038726504892110825, -0.004869744647294283, 0.032236017286777496, -0.021885421127080917, -0.12115032970905304, 0.02010788396000862, 0.17255425453186035, 0.08749033510684967, 0.026468761265277863, -0.028463367372751236, -0.11846643686294556, -0.07225121557712555, -0.03745346516370773, 0.02470988966524601, 0.1813775599002838, -0.07139390707015991, 0.18551595509052277, 0.14274363219738007, -0.054879751056432724, -0.19840270280838013, 0.02148755080997944, 0.04472679644823074, 0.0060237692669034, 0.03174281120300293, -0.20237314701080322, 0.09144619107246399, 0.0006281035020947456, -0.05034751072525978, 0.13383205235004425, -0.18327344954013824, -0.15106844902038574, 0.061150215566158295, 0.04303572699427605, -0.19199669361114502, -0.1237611323595047, -0.08872545510530472, -0.046805474907159805, -0.1568751484155655, 0.1029038056731224, 0.0011325168889015913, 0.007591354660689831, 0.03782656043767929, 0.024313677102327347, 0.012553532607853413, -0.041947584599256516, 0.19289998710155487, -0.02507353574037552, 0.034427378326654434, -0.0793621614575386, -0.06381990760564804, 0.06411149352788925, -0.057697590440511703, 0.0750909373164177, -0.025500034913420677, 0.015388053841888905, -0.10115842521190643, -0.047956179827451706, -0.029484452679753304, 0.01986371912062168, -0.09421123564243317, -0.09366033226251602, -0.04838487133383751, 0.0944879949092865, 0.08926530182361603, -0.037268105894327164, -0.033034052699804306, -0.07874293625354767, 0.04173892363905907, 0.17448031902313232, 0.18235735595226288, 0.045147113502025604, -0.07717937231063843, -0.0013610349269583821, -0.014655699953436852, 0.04845907539129257, -0.22060799598693848, 0.06062275543808937, 0.045259539037942886, 0.01552091259509325, 0.11744016408920288, -0.020618194714188576, -0.1619492471218109, -0.0666290745139122, 0.06087447330355644, -0.06730270385742188, -0.1811886727809906, 0.00352504407055676, 0.0753183513879776, -0.16591353714466095, -0.03711319714784622, 0.04232833534479141, -0.011535273864865303, -0.04050648957490921, 0.013207654468715191, 0.08094717562198639, 0.0073035703971982, 0.07697968184947968, 0.05389590561389923, 0.09186159074306488, -0.10275198519229889, 0.07336891442537308, 0.08092255145311356, -0.08580191433429718, 0.029650582000613213, 0.0956844761967659, -0.0660475566983223, -0.03553546592593193, 0.039692267775535583, 0.08463539928197861, 0.025261107832193375, -0.04666709899902344, 0.003693421371281147, -0.09922701120376587, 0.05857077240943909, 0.11215036362409592, 0.035282451659440994, 0.011146705597639084, 0.03799959644675255, 0.04474346339702606, -0.07786709815263748, 0.11944296956062317, 0.024733934551477432, 0.020655835047364235, -0.04009570553898811, -0.040743377059698105, 0.03469119220972061, -0.027051862329244614, -0.011984582990407944, -0.035381630063056946, -0.07329677045345306, -0.014250458218157291, -0.16089624166488647, -0.006425157655030489, -0.039050452411174774, 0.006492188666015863, 0.0227071400731802, -0.03757927939295769, 0.008156952448189259, 0.012379756197333336, -0.06891508400440216, -0.05483170598745346, -0.0225595161318779, 0.09499263763427734, -0.16361327469348907, 0.02182857319712639, 0.08322018384933472, -0.12078364938497543, 0.09284685552120209, 0.016550488770008087, 0.002410374814644456, 0.028476644307374954, -0.15792103111743927, 0.04754367470741272, -0.020290223881602287, 0.012727295979857445, 0.04053649678826332, -0.2180718630552292, -0.005482743959873915, -0.04065772518515587, -0.055209364742040634, -0.008002875372767448, -0.03194994851946831, -0.11256447434425354, 0.09542836248874664, 0.010766619816422462, -0.0858173593878746, -0.029525602236390114, 0.032997291535139084, 0.07880192995071411, -0.02688010409474373, 0.15163032710552216, -0.004930328112095594, 0.07543973624706268, -0.17439891397953033, -0.02280678227543831, -0.009784235619008541, 0.02145213820040226, -0.02418927662074566, -0.016610441729426384, 0.04521343484520912, -0.027311841025948524, 0.18978725373744965, -0.02763848751783371, 0.047156915068626404, 0.06419318169355392, 0.01327395811676979, -0.016141459345817566, 0.11109550297260284, 0.05755641311407089, 0.024413742125034332, 0.02059282548725605, 0.0006552583072334528, -0.04046328365802765, -0.012729931622743607, -0.18779614567756653, 0.06844497472047806, 0.14769941568374634, 0.09005311876535416, -0.014767808839678764, 0.06981590390205383, -0.09979446232318878, -0.11724765598773956, 0.10648569464683533, -0.06312347948551178, -0.011802246794104576, -0.06541955471038818, 0.14070585370063782, 0.1514706313610077, -0.1892511397600174, 0.06684626638889313, -0.06704412400722504, -0.05669668689370155, -0.11357752978801727, -0.1923627108335495, -0.05791294202208519, -0.05011613294482231, -0.018368201330304146, -0.05373769626021385, 0.06899537891149521, 0.057158127427101135, 0.011277895420789719, 0.008883214555680752, 0.0839093029499054, -0.009658100083470345, 0.001425864058546722, 0.031231271103024483, 0.06669623404741287, 0.016144385561347008, -0.0304893609136343, 0.01806715875864029, -0.003015234600752592, 0.033999331295490265, 0.059489116072654724, 0.036065202206373215, -0.028380198404192924, 0.013694645836949348, -0.03632815182209015, -0.11369726806879044, 0.043240632861852646, -0.028342511504888535, -0.07773103564977646, 0.13286112248897552, 0.026473212987184525, 0.005609886720776558, -0.022322779521346092, 0.2495104819536209, -0.07400858402252197, -0.09536818414926529, -0.1448878049850464, 0.11703428626060486, -0.04134928435087204, 0.06479805707931519, 0.03765689954161644, -0.10748469084501266, 0.018750222399830818, 0.12525403499603271, 0.1550474315881729, -0.04537956044077873, 0.019106155261397362, 0.02858782559633255, 0.004584235139191151, -0.04013598710298538, 0.05142189934849739, 0.06933367252349854, 0.14214643836021423, -0.05173535272479057, 0.08858583122491837, 0.0017827433766797185, -0.10212727636098862, -0.04129546508193016, 0.11294585466384888, -0.012940747663378716, 0.016553698107600212, -0.05866444855928421, 0.1253037303686142, -0.059382375329732895, -0.23649652302265167, 0.061238259077072144, -0.07580125331878662, -0.14206883311271667, -0.02515989914536476, 0.0734870657324791, -0.015550101175904274, 0.026368482038378716, 0.07198820263147354, -0.07507873326539993, 0.18898127973079681, 0.03871531784534454, -0.05198408663272858, -0.05836968496441841, 0.07604995369911194, -0.117560975253582, 0.2752254605293274, 0.01097069587558508, 0.05294901132583618, 0.10413134098052979, -0.02049596607685089, -0.13178466260433197, 0.024117950350046158, 0.09550730884075165, -0.08813395351171494, 0.04131056368350983, 0.21484604477882385, -0.005940921604633331, 0.1187596246600151, 0.07743308693170547, -0.07539036870002747, 0.047102998942136765, -0.1141449362039566, -0.0771128386259079, -0.08687382191419601, 0.09549140185117722, -0.0675748735666275, 0.14216206967830658, 0.12683449685573578, -0.054658904671669006, 0.010759806260466576, -0.02898469939827919, 0.045599378645420074, 0.0063186027109622955, 0.10157246887683868, 0.009957551956176758, -0.18577666580677032, 0.02454824559390545, 0.017152229323983192, 0.10993915796279907, -0.1806284487247467, -0.09123970568180084, 0.04470835253596306, 0.0021878182888031006, -0.06369121372699738, 0.12484876811504364, 0.057084910571575165, 0.04630184918642044, -0.044473882764577866, -0.029204387217760086, -0.0060947248712182045, 0.1420498490333557, -0.10524781048297882, -0.003831128589808941 ]

[ "transformers", "safetensors", "bert", "text-classification", "arxiv:1910.09700", "autotrain_compatible", "endpoints_compatible", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ "TAGS\n#transformers #safetensors #bert #text-classification #arxiv-1910.09700 #autotrain_compatible #endpoints_compatible #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ 46, 6, 3, 82, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4 ]

[ "passage: TAGS\n#transformers #safetensors #bert #text-classification #arxiv-1910.09700 #autotrain_compatible #endpoints_compatible #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact" ]

[ -0.06817419826984406, 0.1699906885623932, -0.003845146857202053, 0.018365124240517616, 0.11478200554847717, 0.00763329304754734, 0.07986336201429367, 0.10738246887922287, -0.0269484706223011, 0.1267213374376297, 0.03862300142645836, 0.1017010435461998, 0.11044707149267197, 0.18616852164268494, 0.002953584771603346, -0.2117370218038559, 0.062315817922353745, -0.11355884373188019, 0.01421935111284256, 0.12174045294523239, 0.14285145699977875, -0.10472407191991806, 0.07340893894433975, -0.03533155843615532, -0.019184017553925514, -0.029508300125598907, -0.06138347089290619, -0.062117863446474075, 0.06899366527795792, 0.06911981105804443, 0.06776530295610428, 0.02535320073366165, 0.07980640977621078, -0.2927248775959015, 0.019224179908633232, 0.07704847306013107, 0.004596637096256018, 0.06310366839170456, 0.07900875061750412, -0.06604467332363129, 0.12630145251750946, -0.0469624362885952, 0.15577000379562378, 0.07483451068401337, -0.09700790792703629, -0.1833430528640747, -0.07868417352437973, 0.08138132095336914, 0.1542958915233612, 0.0575118213891983, -0.03566069155931473, 0.14360417425632477, -0.0863327905535698, 0.015191552229225636, 0.06608161330223083, -0.07603584229946136, -0.05265629291534424, 0.04255614057183266, 0.07708034664392471, 0.09375373274087906, -0.1291297972202301, -0.010211804881691933, 0.04229271039366722, 0.01873886212706566, 0.10347303748130798, 0.02310175821185112, 0.11163661628961563, 0.026270611211657524, -0.13941870629787445, -0.06378244608640671, 0.1267201453447342, 0.02999917045235634, -0.05697820335626602, -0.23340454697608948, -0.007031846325844526, -0.028088124468922615, -0.024382783100008965, -0.03983099386096001, 0.03844287618994713, -0.0294374767690897, 0.07875318825244904, 0.011917876079678535, -0.07096433639526367, -0.04893866181373596, 0.08819517493247986, 0.06123629957437515, 0.022971229627728462, -0.02526908740401268, 0.02413375861942768, 0.11652170121669769, 0.09283795207738876, -0.11929406225681305, -0.06425759196281433, -0.06432286649942398, -0.08888134360313416, -0.04847237840294838, 0.03574979677796364, 0.0754702165722847, 0.04938753694295883, 0.19765597581863403, 0.006366121117025614, 0.05646394565701485, 0.0260426327586174, 0.015338202007114887, 0.06355882436037064, 0.07606974244117737, -0.0483609177172184, -0.13532373309135437, -0.041331104934215546, 0.11784996092319489, 0.007102925330400467, -0.032494835555553436, -0.03608081117272377, 0.06173410639166832, 0.05820438638329506, 0.1192656010389328, 0.06626396626234055, 0.019241811707615852, -0.06749388575553894, -0.03806937485933304, 0.1874811202287674, -0.1540532261133194, 0.020778683945536613, 0.01720726117491722, -0.05474008247256279, -0.043989501893520355, 0.0171356238424778, 0.008756347931921482, -0.02707439661026001, 0.10765543580055237, -0.0681026354432106, -0.03794260695576668, -0.10775765031576157, -0.057500679045915604, 0.032596319913864136, -0.011795170605182648, -0.030085675418376923, -0.0443500280380249, -0.1081358790397644, -0.07622874528169632, 0.06656987965106964, -0.06241556629538536, -0.07165607810020447, -0.03565853461623192, -0.05456356331706047, 0.012712954543530941, 0.002376573858782649, 0.12743701040744781, -0.02916865609586239, 0.04608776792883873, -0.04567936435341835, 0.06814887374639511, 0.13260088860988617, 0.03273140639066696, -0.07753180712461472, 0.0658058449625969, -0.21566881239414215, 0.10687019675970078, -0.09710393846035004, 0.030530039221048355, -0.1602926403284073, -0.027380328625440598, 0.025517668575048447, 0.035233598202466965, -0.01142354216426611, 0.1405038684606552, -0.18839864432811737, -0.036833859980106354, 0.17594264447689056, -0.13455410301685333, -0.09238629788160324, 0.06278568506240845, -0.057844966650009155, 0.12792403995990753, 0.05209182947874069, -0.027332304045557976, 0.059202857315540314, -0.13285812735557556, -0.024411480873823166, -0.0557100772857666, -0.0024997375439852476, 0.1512058526277542, 0.06197551265358925, -0.05537422001361847, 0.02062765136361122, 0.020016051828861237, -0.024297641590237617, -0.045233841985464096, -0.034582652151584625, -0.0977277010679245, 0.006374812684953213, -0.07783913612365723, 0.015467152930796146, -0.014978265389800072, -0.08572793006896973, -0.037934768944978714, -0.15898989140987396, -0.0011305080261081457, 0.09650373458862305, 0.007345336955040693, -0.029424650594592094, -0.09241348505020142, 0.005526319146156311, 0.014208783395588398, -0.01407501008361578, -0.15675009787082672, -0.05031281337141991, 0.03119790367782116, -0.16866113245487213, 0.033627450466156006, -0.04903757572174072, 0.03549545630812645, 0.04459671676158905, -0.04535774141550064, -0.02160848118364811, 0.0152364457026124, 0.017460787668824196, -0.02394135482609272, -0.24046528339385986, -0.016492176800966263, -0.049182213842868805, 0.17930001020431519, -0.24510087072849274, 0.04199686273932457, 0.062341514974832535, 0.12092601507902145, 0.005246761720627546, -0.047405339777469635, 0.03611646965146065, -0.04782456159591675, -0.04614211246371269, -0.06458985060453415, -0.004041698761284351, -0.03005247749388218, -0.04619463160634041, 0.04105473682284355, -0.19605930149555206, -0.029964644461870193, 0.11028317362070084, 0.07146124541759491, -0.1701718270778656, -0.07740049809217453, -0.03032514825463295, -0.06061795726418495, -0.09144899994134903, -0.04754206910729408, 0.10501570999622345, 0.0424359068274498, 0.054926108568906784, -0.07243066281080246, -0.047703035175800323, 0.012159520760178566, -0.008316845633089542, -0.035265736281871796, 0.0910128578543663, 0.09147894382476807, -0.1183665320277214, 0.1003284826874733, 0.06719938665628433, 0.061502620577812195, 0.10171586275100708, 0.005867301486432552, -0.09559345990419388, -0.012123096734285355, 0.023821083828806877, 0.014739413745701313, 0.13627171516418457, -0.08041682839393616, 0.03041158802807331, 0.043761420994997025, -0.03445654734969139, 0.011279189959168434, -0.10341424494981766, 0.02347799763083458, 0.03186830133199692, -0.007050554268062115, 0.025736309587955475, -0.054652560502290726, 0.013161799870431423, 0.1042112186551094, 0.03211836516857147, 0.0227707140147686, 0.015011876821517944, -0.03876445069909096, -0.12403564900159836, 0.17888623476028442, -0.09523385018110275, -0.25718894600868225, -0.12982366979122162, 0.0025806569028645754, 0.04723223298788071, -0.01322246715426445, 0.01721704937517643, -0.057064954191446304, -0.10620168596506119, -0.10562704503536224, 0.017637979239225388, 0.05363597348332405, -0.08985256403684616, -0.06360358744859695, 0.05353172495961189, 0.038684699684381485, -0.12286891043186188, 0.023170825093984604, 0.04556644707918167, -0.0685787945985794, 0.004107215907424688, 0.05788148567080498, 0.08483386784791946, 0.18220773339271545, 0.013182112947106361, -0.017085859552025795, 0.012520790100097656, 0.22458304464817047, -0.14599265158176422, 0.09336943179368973, 0.13670575618743896, -0.0603153258562088, 0.08385994285345078, 0.20927630364894867, 0.031639765948057175, -0.09247095137834549, 0.04077373072504997, 0.032938770949840546, -0.040111273527145386, -0.23512989282608032, -0.07784179598093033, 0.0005755177116952837, -0.07578593492507935, 0.10564399510622025, 0.09113350510597229, 0.11394096910953522, 0.05373004451394081, -0.10628228634595871, -0.06785868853330612, 0.04576247185468674, 0.11892180144786835, -0.020387137308716774, 0.0034232554025948048, 0.09533460438251495, -0.032669007778167725, 0.016892950981855392, 0.0903218612074852, 0.010076770558953285, 0.18146716058254242, 0.040793538093566895, 0.12895575165748596, 0.08216089755296707, 0.06404399126768112, 0.023877892643213272, 0.01690720207989216, 0.028041476383805275, 0.02853785827755928, -0.021422842517495155, -0.08959300816059113, -0.01811058260500431, 0.14208537340164185, 0.03174193948507309, 0.030387144535779953, 0.009561240673065186, -0.0344390794634819, 0.0656830444931984, 0.16341377794742584, 0.01373966783285141, -0.23032663762569427, -0.06265294551849365, 0.07538370788097382, -0.07251506298780441, -0.11472991853952408, -0.007447437848895788, 0.029569825157523155, -0.17949488759040833, 0.045079123228788376, -0.02245110087096691, 0.1028464064002037, -0.11004801839590073, -0.024476202204823494, 0.04228143393993378, 0.06811302900314331, -0.03619502857327461, 0.07936927676200867, -0.21071307361125946, 0.14414268732070923, 0.0071875168941915035, 0.0627245381474495, -0.10963346809148788, 0.08230046182870865, 0.02151823230087757, 0.009466269053518772, 0.16101586818695068, -0.0074920570477843285, -0.09318114817142487, -0.07651645690202713, -0.07556641101837158, -0.011319656856358051, 0.09559466689825058, -0.10184428840875626, 0.08486217260360718, -0.008358954451978207, -0.03313955292105675, -0.00388424564152956, -0.1140027567744255, -0.13622364401817322, -0.18601436913013458, 0.05523287504911423, -0.11181046068668365, 0.03691478446125984, -0.11166879534721375, -0.06252610683441162, -0.02911795862019062, 0.19807842373847961, -0.1904531568288803, -0.08140338957309723, -0.14539870619773865, -0.07204011082649231, 0.12212951481342316, -0.04274967685341835, 0.07663191109895706, 0.00015701932716183364, 0.2071707546710968, -0.004644640255719423, 0.0014644638868048787, 0.0856679305434227, -0.09557735919952393, -0.206184521317482, -0.09439684450626373, 0.13821037113666534, 0.12497473508119583, 0.04596934840083122, -0.0036321566440165043, 0.024304913356900215, -0.0027867835015058517, -0.10976199060678482, 0.02332260087132454, 0.1432444006204605, 0.08416087180376053, 0.03885705769062042, -0.02675866149365902, -0.14533737301826477, -0.1054752767086029, -0.05289754271507263, 0.019448768347501755, 0.17674845457077026, -0.07222644239664078, 0.1607094258069992, 0.15837931632995605, -0.06414622813463211, -0.20734171569347382, 0.032782182097435, 0.03679283335804939, -0.011663361452519894, 0.03244366869330406, -0.20815548300743103, 0.07330463081598282, 0.016213007271289825, -0.06075131520628929, 0.1363404095172882, -0.1705039143562317, -0.14891991019248962, 0.0919104814529419, 0.07189090549945831, -0.2193969339132309, -0.13394345343112946, -0.09907522052526474, -0.055755600333213806, -0.10410746932029724, 0.08695419132709503, 0.014253350906074047, 0.004559517838060856, 0.040003977715969086, 0.024713784456253052, 0.021094202995300293, -0.05303549766540527, 0.19554594159126282, -0.004308625590056181, 0.041122131049633026, -0.08143328875303268, -0.08729361742734909, 0.030160382390022278, -0.06146852299571037, 0.07429458200931549, -0.02577015943825245, 0.004456855356693268, -0.1102396696805954, -0.06384536623954773, -0.05289682373404503, 0.03639809414744377, -0.08915901929140091, -0.0958789587020874, -0.05767008289694786, 0.10389325767755508, 0.08919540792703629, -0.03324571251869202, -0.058615610003471375, -0.10058292001485825, 0.0726626068353653, 0.22699709236621857, 0.18807223439216614, 0.07284927368164062, -0.07015843689441681, 0.0006279588560573757, -0.022037893533706665, 0.05516184866428375, -0.20622296631336212, 0.04608523100614548, 0.042553652077913284, 0.028887338936328888, 0.13527612388134003, -0.02506665140390396, -0.1602775603532791, -0.04527048021554947, 0.06014934554696083, -0.06545355916023254, -0.1614707112312317, -0.0005388054414652288, 0.09576781094074249, -0.16179001331329346, -0.06273222714662552, 0.024773813784122467, -0.036137934774160385, -0.025756290182471275, 0.0013679420808330178, 0.08270203322172165, 0.027825508266687393, 0.11478793621063232, 0.06896458566188812, 0.11150709539651871, -0.10231363028287888, 0.08406093716621399, 0.09299708157777786, -0.10971303284168243, 0.03247435390949249, 0.07298728823661804, -0.0610542818903923, -0.03390142321586609, 0.023122351616621017, 0.08364028483629227, 0.026266440749168396, -0.0744837298989296, -0.0008558011031709611, -0.1099681630730629, 0.06663114577531815, 0.13796411454677582, 0.032853204756975174, 0.0030810926109552383, 0.04435998201370239, 0.025823330506682396, -0.09881676733493805, 0.11186433583498001, 0.03916766867041588, 0.03720828518271446, -0.04767070338129997, 0.004865953233093023, 0.041960928589105606, -0.01269921287894249, -0.016253290697932243, -0.039693526923656464, -0.06471271812915802, -0.010708925314247608, -0.15688052773475647, 0.031037067994475365, -0.07176970690488815, 0.009115522727370262, 0.018755896016955376, -0.033779606223106384, 0.0002807097043842077, 0.0073861307464540005, -0.07919271290302277, -0.03761441633105278, -0.006646361667662859, 0.10705258697271347, -0.15747743844985962, 0.008323745802044868, 0.08949586004018784, -0.12556882202625275, 0.07766758650541306, -0.007498627994209528, -0.010838181711733341, 0.01879316382110119, -0.14380721747875214, 0.06054820865392685, -0.008177737705409527, 0.006405212916433811, 0.023949483409523964, -0.20071232318878174, 0.005702852737158537, -0.04664513096213341, -0.053938448429107666, -0.00976315326988697, -0.04211960732936859, -0.11404810100793839, 0.10492629557847977, 0.0196357611566782, -0.0860515683889389, -0.018402770161628723, 0.05309472978115082, 0.10592338442802429, -0.057369641959667206, 0.1371336728334427, -0.02283608354628086, 0.05825338885188103, -0.17831756174564362, -0.016339747235178947, -0.017454219982028008, 0.012596609070897102, -0.03102201037108898, -0.008158523589372635, 0.05483707785606384, -0.015072896145284176, 0.22714339196681976, -0.021177595481276512, 0.030790245160460472, 0.06548503786325455, 0.0070373364724218845, -0.013032838702201843, 0.08790382742881775, 0.04639120027422905, 0.021969040855765343, 0.017426103353500366, 0.016819516196846962, -0.047575462609529495, -0.019116412848234177, -0.12834098935127258, 0.08396804332733154, 0.16439755260944366, 0.08264775574207306, -0.005125291179865599, 0.053218428045511246, -0.11920209228992462, -0.08098750561475754, 0.10049403458833694, -0.033211447298526764, -0.001258186181075871, -0.057700008153915405, 0.14298145473003387, 0.15607422590255737, -0.1750815361738205, 0.06616412103176117, -0.07047461718320847, -0.05687202885746956, -0.11070677638053894, -0.17143365740776062, -0.06694129854440689, -0.03149404004216194, -0.005430171266198158, -0.06143372505903244, 0.06926561146974564, 0.10244123637676239, 0.008475886657834053, 0.002354414900764823, 0.08415096998214722, -0.033749498426914215, -0.0007962242234498262, 0.04344722256064415, 0.05283457785844803, 0.021373692899942398, -0.06691429764032364, 0.0076249162666499615, 0.004598149098455906, 0.038937900215387344, 0.05476561188697815, 0.0317605659365654, -0.014559607952833176, 0.011871086433529854, -0.013089693151414394, -0.09815122187137604, 0.03718226030468941, -0.029980625957250595, -0.0468674972653389, 0.14802806079387665, 0.01827765442430973, 0.0034919960889965296, -0.021031659096479416, 0.23128560185432434, -0.06903756409883499, -0.0798255056142807, -0.14009471237659454, 0.15071772038936615, -0.04670744761824608, 0.05065378174185753, 0.04940982535481453, -0.10087474435567856, 0.03407741338014603, 0.14691931009292603, 0.14527682960033417, -0.02467990294098854, 0.007901503704488277, 0.011187983676791191, 0.0055741616524755955, -0.025625228881835938, 0.05354921892285347, 0.04412171617150307, 0.12145667523145676, -0.06669453531503677, 0.09297986328601837, -0.007810541894286871, -0.0844663754105568, -0.02094031497836113, 0.1328510195016861, 0.0014671299140900373, 0.02338746376335621, -0.0805477648973465, 0.11851188540458679, -0.06559251248836517, -0.25864502787590027, 0.061333827674388885, -0.06666524708271027, -0.15384668111801147, -0.018917718902230263, 0.02399173192679882, 0.00401253392919898, 0.024401430040597916, 0.06268756836652756, -0.06360985338687897, 0.14903949201107025, 0.03688151761889458, -0.07834678888320923, -0.07808853685855865, 0.07696148753166199, -0.08397532254457474, 0.3018210828304291, 0.008228152059018612, 0.04951678216457367, 0.09650786966085434, -0.03327273949980736, -0.13361208140850067, 0.04569283500313759, 0.09728528559207916, -0.06408768892288208, 0.06690182536840439, 0.19748380780220032, -0.008177485316991806, 0.12026696652173996, 0.07469146698713303, -0.08128973841667175, 0.057554539293050766, -0.07613562047481537, -0.09007242321968079, -0.09192728251218796, 0.08888110518455505, -0.060599785298109055, 0.15479759871959686, 0.13393908739089966, -0.04440179467201233, -0.001819826546125114, -0.03071022778749466, 0.05197824910283089, -0.002023093169555068, 0.1104598417878151, 0.022785736247897148, -0.19388216733932495, 0.031831543892621994, -0.014316190034151077, 0.0986877828836441, -0.2479904145002365, -0.07837841659784317, 0.0403057225048542, -0.013808837160468102, -0.05274871736764908, 0.12204353511333466, 0.052187733352184296, 0.04937480762600899, -0.05449601635336876, -0.057812657207250595, -0.00025569170247763395, 0.16358551383018494, -0.1094348207116127, -0.00204258831217885 ]

[ "ml-agents", "tensorboard", "onnx", "SnowballTarget", "deep-reinforcement-learning", "reinforcement-learning", "ML-Agents-SnowballTarget", "region:us" ]

[]

[]

[ "# ppo Agent playing SnowballTarget\n This is a trained model of a ppo agent playing SnowballTarget\n using the Unity ML-Agents Library.\n\n ## Usage (with ML-Agents)\n The Documentation: URL\n\n We wrote a complete tutorial to learn to train your first agent using ML-Agents and publish it to the Hub:\n - A *short tutorial* where you teach Huggy the Dog to fetch the stick and then play with him directly in your\n browser: URL\n - A *longer tutorial* to understand how works ML-Agents:\n URL\n\n ### Resume the training\n \n\n ### Watch your Agent play\n You can watch your agent playing directly in your browser\n\n 1. If the environment is part of ML-Agents official environments, go to URL\n 2. Step 1: Find your model_id: atmikah/ppo-SnowballTarget\n 3. Step 2: Select your *.nn /*.onnx file\n 4. Click on Watch the agent play" ]

[ "TAGS\n#ml-agents #tensorboard #onnx #SnowballTarget #deep-reinforcement-learning #reinforcement-learning #ML-Agents-SnowballTarget #region-us \n", "# ppo Agent playing SnowballTarget\n This is a trained model of a ppo agent playing SnowballTarget\n using the Unity ML-Agents Library.\n\n ## Usage (with ML-Agents)\n The Documentation: URL\n\n We wrote a complete tutorial to learn to train your first agent using ML-Agents and publish it to the Hub:\n - A *short tutorial* where you teach Huggy the Dog to fetch the stick and then play with him directly in your\n browser: URL\n - A *longer tutorial* to understand how works ML-Agents:\n URL\n\n ### Resume the training\n \n\n ### Watch your Agent play\n You can watch your agent playing directly in your browser\n\n 1. If the environment is part of ML-Agents official environments, go to URL\n 2. Step 1: Find your model_id: atmikah/ppo-SnowballTarget\n 3. Step 2: Select your *.nn /*.onnx file\n 4. Click on Watch the agent play" ]

[ 50, 206 ]

[ "passage: TAGS\n#ml-agents #tensorboard #onnx #SnowballTarget #deep-reinforcement-learning #reinforcement-learning #ML-Agents-SnowballTarget #region-us \n# ppo Agent playing SnowballTarget\n This is a trained model of a ppo agent playing SnowballTarget\n using the Unity ML-Agents Library.\n\n ## Usage (with ML-Agents)\n The Documentation: URL\n\n We wrote a complete tutorial to learn to train your first agent using ML-Agents and publish it to the Hub:\n - A *short tutorial* where you teach Huggy the Dog to fetch the stick and then play with him directly in your\n browser: URL\n - A *longer tutorial* to understand how works ML-Agents:\n URL\n\n ### Resume the training\n \n\n ### Watch your Agent play\n You can watch your agent playing directly in your browser\n\n 1. If the environment is part of ML-Agents official environments, go to URL\n 2. Step 1: Find your model_id: atmikah/ppo-SnowballTarget\n 3. Step 2: Select your *.nn /*.onnx file\n 4. Click on Watch the agent play" ]

[ -0.03787080943584442, 0.04213538020849228, -0.0035878841299563646, 0.10418438911437988, 0.17559514939785004, -0.00012784497812390327, 0.17844070494174957, 0.09632964432239532, 0.12069256603717804, 0.07703664898872375, 0.08324141055345535, 0.06592868268489838, 0.0821223258972168, 0.1287960559129715, 0.09790682792663574, -0.19958920776844025, -0.0489230677485466, -0.10776419192552567, -0.018450230360031128, 0.08316385746002197, 0.03640441969037056, -0.036484528332948685, 0.04236318916082382, 0.04581914469599724, 0.002937343204393983, -0.00512289023026824, -0.06450909376144409, -0.046581923961639404, 0.06949041038751602, -0.033997684717178345, 0.002549397060647607, -0.0645415261387825, 0.0914238840341568, -0.172805055975914, 0.030463658273220062, 0.06409334391355515, -0.011574126780033112, -0.020778633654117584, 0.13492268323898315, 0.024597972631454468, 0.11492019891738892, -0.10946261882781982, 0.08972953259944916, 0.07370716333389282, -0.06923504918813705, 0.005898537114262581, -0.0855129063129425, 0.05366125330328941, 0.20911486446857452, 0.13535919785499573, -0.009606197476387024, 0.07147488743066788, -0.0385269969701767, 0.06038350611925125, 0.1322130709886551, -0.2567569315433502, -0.06155744567513466, 0.1518552154302597, -0.05500807613134384, 0.043504130095243454, -0.018540022894740105, 0.05095519497990608, -0.013970304280519485, 0.017197774723172188, -0.006128058303147554, 0.030678795650601387, 0.3056500554084778, 0.009934867732226849, -0.09779209643602371, -0.0901249572634697, -0.02860800176858902, 0.04571187496185303, -0.05483822524547577, -0.18020214140415192, 0.01833277754485607, 0.12339118123054504, 0.006569389253854752, 0.02967693656682968, 0.04859913885593414, 0.009588062763214111, -0.09783902764320374, -0.15785719454288483, -0.03674021363258362, -0.0547751747071743, 0.12859348952770233, 0.08784758299589157, -0.024576548486948013, -0.007587877102196217, 0.024547304958105087, 0.07296894490718842, 0.1001613512635231, -0.04431571811437607, -0.03969351574778557, -0.0253616850823164, -0.1435387283563614, -0.016172083094716072, -0.026540400460362434, -0.007059721741825342, 0.04034214839339256, 0.1525486409664154, 0.1832447499036789, 0.04071034491062164, 0.03328460082411766, 0.022938759997487068, 0.0031212239991873503, 0.09419550001621246, 0.03929894417524338, -0.03379226475954056, 0.01160180289298296, 0.028095252811908722, 0.05343872308731079, -0.09818540513515472, -0.09565098583698273, 0.054018858820199966, -0.052490558475255966, 0.12726710736751556, 0.15904566645622253, -0.025392599403858185, -0.001838369877077639, -0.04410216212272644, 0.004018669947981834, -0.14172226190567017, 0.06383033096790314, 0.059118833392858505, -0.04272820055484772, -0.0832037702202797, -0.08764824271202087, 0.06408176571130753, -0.08151083439588547, 0.03500457480549812, 0.004841061308979988, 0.08292367309331894, -0.0009415271342732012, -0.0380699560046196, 0.05587969347834587, -0.11645795404911041, -0.019653989002108574, -0.15308712422847748, -0.1260608285665512, -0.08907865732908249, 0.02754787728190422, -0.042962417006492615, -0.11348340660333633, -0.1040467694401741, 0.042987022548913956, -0.07087533175945282, 0.019460514187812805, -0.03452078998088837, -0.06947218626737595, -0.02121838927268982, -0.10214361548423767, 0.0633208230137825, 0.1776064932346344, 0.010955572128295898, -0.017755480483174324, 0.028480365872383118, -0.16066867113113403, 0.15305334329605103, -0.13939043879508972, 0.16061362624168396, -0.0801323801279068, 0.04979521036148071, 0.12964576482772827, -0.02293933369219303, 0.05609403923153877, 0.19661147892475128, -0.11302432417869568, -0.07673212885856628, 0.0338272899389267, -0.08114729821681976, -0.11457690596580505, 0.054631203413009644, 0.010194906033575535, 0.05096494033932686, 0.06374938786029816, 0.1995360553264618, 0.09607681632041931, -0.21129734814167023, 0.03926747664809227, -0.003020242555066943, -0.15220817923545837, -0.01779300533235073, 0.12444040179252625, -0.056431401520967484, -0.003260760335251689, -0.04670163244009018, -0.1323302686214447, 0.11045008152723312, -0.007534100208431482, -0.07034006714820862, 0.042753756046295166, -0.04108006879687309, -0.051654521375894547, -0.005660607013851404, 0.03489254042506218, -0.04047105461359024, -0.04011943191289902, -0.03799029067158699, 0.019639234989881516, 0.021791011095046997, 0.064797542989254, -0.025406358763575554, 0.10789351165294647, -0.01289722416549921, 0.013128011487424374, -0.09944707155227661, -0.133543461561203, -0.028356950730085373, 0.03372464329004288, 0.09094983339309692, -0.0991172194480896, 0.1073693186044693, 0.08159922808408737, 0.03187922388315201, -0.07545756548643112, -0.0738828033208847, 0.01985096000134945, -0.09546159952878952, -0.11181764304637909, -0.06103920564055443, -0.06036126986145973, 0.1246619001030922, -0.0889185220003128, 0.06276820600032806, -0.05782052129507065, 0.09277574717998505, -0.024057645350694656, -0.07335824519395828, 0.05558747425675392, -0.022602656856179237, 0.05648636072874069, -0.09714359790086746, 0.09569737315177917, 0.05924036726355553, -0.11631205677986145, 0.043204281479120255, 0.04668215662240982, -0.08900535106658936, 0.12402163445949554, 0.03615754842758179, -0.018857596442103386, -0.04725410416722298, -0.04982839897274971, 0.001891056657768786, -0.07504802197217941, 0.02547616697847843, 0.1953161656856537, 0.12891294062137604, 0.07888098061084747, -0.03587561845779419, -0.06360356509685516, -0.0343499556183815, -0.053531795740127563, -0.06408066302537918, 0.1338306963443756, 0.04398413002490997, -0.033602748066186905, 0.04446358606219292, 0.033400971442461014, 0.09388437122106552, 0.12381842732429504, -0.011961872689425945, -0.12679126858711243, 0.01639213040471077, 0.06626792997121811, 0.05215591937303543, 0.008436998352408409, 0.06765934824943542, -0.021525394171476364, -0.009237418882548809, -0.05756419152021408, -0.03540594503283501, -0.10455970466136932, -0.05898066237568855, 0.060667574405670166, -0.014377448707818985, -0.011665857397019863, -0.08768773823976517, -0.037093520164489746, 0.03484286740422249, 0.11556426435709, -0.0026842765510082245, 0.035382483154535294, -0.045201435685157776, -0.12799939513206482, 0.04633962735533714, -0.08494595438241959, -0.22568276524543762, -0.10984408855438232, -0.05648107826709747, -0.06486042588949203, 0.012758198194205761, 0.06646132469177246, -0.19725428521633148, 0.004434481263160706, -0.0868118479847908, 0.014342824928462505, -0.007984242402017117, -0.03650005906820297, 0.1475195288658142, 0.1048077866435051, -0.025240164250135422, -0.05925294756889343, 0.01327483355998993, 0.003956364002078772, -0.05453451722860336, -0.010168052278459072, 0.08815113455057144, 0.0729447454214096, 0.05562956631183624, 0.07432232052087784, 0.06380316615104675, -0.033430688083171844, 0.15742871165275574, -0.06528973579406738, 0.02562529407441616, 0.05727575346827507, 0.0003820364363491535, 0.07909310609102249, 0.008467975072562695, 0.024569328874349594, 0.019236022606492043, 0.018140044063329697, 0.020158005878329277, -0.07959550619125366, -0.20927757024765015, -0.06398946791887283, 0.0015491574304178357, 0.15678024291992188, 0.1443219631910324, 0.08262088894844055, -0.10628175735473633, 0.02683422341942787, -0.011287301778793335, -0.10065414011478424, 0.11079810559749603, 0.11605733633041382, -0.0700129047036171, -0.02514827810227871, 0.029239190742373466, -0.03996627777814865, 0.04973648861050606, 0.0587272010743618, -0.03827725723385811, 0.10786516964435577, 0.022844595834612846, -0.011638766154646873, -0.023684760555624962, -0.06328922510147095, -0.07170606404542923, 0.1293560117483139, 0.06960222870111465, 0.031688909977674484, 0.007477309089154005, -0.0690961480140686, -0.08356504142284393, 0.12897035479545593, 0.16696125268936157, -0.07775654643774033, -0.04629489779472351, 0.09789105504751205, 0.043291736394166946, 0.19614455103874207, -0.005673365201801062, -0.10756367444992065, -0.05522594228386879, -0.005404506344348192, -0.09913167357444763, -0.002248533070087433, 0.027212537825107574, -0.0137370266020298, -0.16761010885238647, 0.048033278435468674, -0.004552713595330715, 0.10769128054380417, 0.015039846301078796, -0.036309197545051575, 0.05225982889533043, 0.013224581256508827, -0.0355304591357708, 0.03995862975716591, -0.1851290613412857, 0.03612985461950302, 0.0028327032923698425, 0.10229015350341797, -0.05126294493675232, 0.027268992736935616, 0.10221990197896957, -0.061493437737226486, 0.1464570164680481, 0.05183597281575203, -0.03852781280875206, -0.13970428705215454, -0.15537475049495697, -0.0661650151014328, -0.008607117459177971, -0.10375773161649704, 0.06830573827028275, 0.046232253313064575, -0.01564355194568634, -0.10524192452430725, 0.03257599100470543, -0.03991233929991722, -0.10246177017688751, -0.023650962859392166, -0.08542686700820923, 0.05718907713890076, -0.04770069941878319, -0.07632391899824142, -0.06943746656179428, 0.1527293175458908, 0.08845794200897217, -0.10234420001506805, -0.11267954856157303, -0.01179890614002943, -0.06623055040836334, -0.030699893832206726, 0.06965306401252747, 0.01167271751910448, 0.0950576514005661, -0.10765977948904037, -0.05830385535955429, -0.02846510522067547, -0.10883568227291107, -0.10522989928722382, 0.03820255771279335, 0.168550506234169, 0.04382312297821045, 0.09260706603527069, -0.01753328926861286, 0.10419769585132599, -0.01502075232565403, -0.07177839428186417, 0.13130930066108704, 0.10904287546873093, -0.02268177643418312, 0.07474169880151749, 0.044548626989126205, 0.052660368382930756, -0.13232484459877014, -0.0069336616434156895, 0.20408999919891357, 0.276782363653183, -0.046910811215639114, 0.20123577117919922, 0.03200313821434975, -0.046646442264318466, -0.15896452963352203, -0.049514930695295334, 0.011636503040790558, -0.0444963313639164, 0.10110018402338028, -0.19366778433322906, 0.07894985377788544, -0.009714636951684952, -0.007285558618605137, 0.06928234547376633, -0.1369742751121521, -0.07792676985263824, 0.031214512884616852, 0.08905581384897232, -0.031161285936832428, -0.07605946063995361, -0.08111997693777084, 0.013109514489769936, -0.07733091711997986, 0.02066021040081978, -0.11307376623153687, 0.07017891108989716, 0.015884747728705406, 0.042781222611665726, 0.05412878096103668, -0.05306457728147507, 0.12500308454036713, -0.02766212448477745, -0.05881723016500473, -0.08053260296583176, 0.0404496043920517, 0.0009992244886234403, -0.11009452491998672, 0.04486459121108055, -0.02872653864324093, -0.02992953360080719, -0.23226097226142883, -0.05143102630972862, 0.014850469306111336, 0.0412634052336216, -0.032861169427633286, -0.07129901647567749, -0.03564593940973282, 0.061107341200113297, 0.08121924847364426, 0.026051035150885582, 0.11181045323610306, 0.023828022181987762, -0.006424470338970423, 0.057079292833805084, 0.046581920236349106, 0.033027686178684235, -0.12933610379695892, -0.06718754768371582, -0.0588931143283844, 0.004026985727250576, -0.05093035846948624, -0.029451772570610046, 0.04781988263130188, 0.06125357747077942, -0.014204412698745728, 0.053512584418058395, -0.09647674858570099, -0.019321810454130173, 0.028824860230088234, -0.09404943883419037, -0.1002679318189621, -0.08473222702741623, -0.08950807899236679, 0.0034737060777843, -0.08152919262647629, 0.08618433028459549, -0.05614851415157318, 0.0009973123669624329, 0.015469755046069622, 0.04906371235847473, -0.0013704451266676188, 0.04770757630467415, 0.03126832842826843, 0.043048109859228134, -0.0722266435623169, 0.12309581786394119, 0.0012667420087382197, -0.023653974756598473, 0.05702539533376694, 0.18502561748027802, -0.06024599447846413, -0.07678033411502838, -0.0503721609711647, 0.07493507862091064, 0.055634237825870514, -0.024131610989570618, -0.02703114226460457, -0.05255536362528801, 0.1155739426612854, -0.15594138205051422, 0.007232964970171452, -0.11622694134712219, 0.009114712476730347, 0.05391894653439522, -0.040333252400159836, 0.06863364577293396, -0.031415507197380066, -0.06023447588086128, -0.12525257468223572, 0.07998182624578476, 0.029799051582813263, 0.10351259261369705, -0.013016954995691776, -0.03833834081888199, -0.1360253095626831, 0.03591190651059151, 0.014410732313990593, -0.00018216345051769167, -0.18981724977493286, 0.015425346791744232, -0.009424149990081787, 0.01938009262084961, 0.035890739411115646, 0.06440641731023788, -0.0399710014462471, -0.09705084562301636, -0.061032988131046295, 0.07424348592758179, -0.0817105695605278, -0.018952619284391403, -0.02983269654214382, -0.07543303817510605, 0.0633278638124466, 0.07749302685260773, -0.02564731054008007, -0.037340305745601654, -0.02934735082089901, 0.02691204845905304, -0.03196244686841965, -0.04535999521613121, 0.046661701053380966, -0.14033976197242737, 0.023626182228326797, -0.07941265404224396, -0.11175308376550674, 0.04037376120686531, 0.1100427657365799, -0.07082238048315048, 0.050929371267557144, 0.035865649580955505, -0.08962167799472809, -0.08005868643522263, -0.005919239483773708, 0.06754718720912933, 0.04310525208711624, 0.11884507536888123, -0.07316125184297562, 0.20824509859085083, -0.1065928041934967, -0.03095325641334057, 0.016327127814292908, 0.0581476204097271, 0.013054706156253815, -0.09139637649059296, 0.04556284472346306, -0.02090121991932392, 0.05397715047001839, 0.07392802089452744, -0.016814256086945534, 0.048366956412792206, 0.03502487391233444, 0.14031901955604553, 0.009972388856112957, 0.08061777800321579, -0.0118081234395504, 0.010767034254968166, 0.1072288528084755, -0.000957480282522738, 0.06149105355143547, -0.08770902454853058, 0.0820019319653511, 0.06859247386455536, 0.09516584873199463, 0.08008063584566116, 0.0658387690782547, -0.08848266303539276, -0.16070234775543213, -0.04758899286389351, 0.03869374096393585, 0.026250069960951805, -0.05096936970949173, 0.17050021886825562, 0.15587285161018372, -0.18928270041942596, 0.02187304198741913, -0.015553738921880722, 0.045499663800001144, -0.05989516153931618, -0.07386065274477005, 0.012011407874524593, -0.13557833433151245, 0.10025729984045029, -0.013090028427541256, 0.004785024095326662, -0.0060262735933065414, 0.010281332768499851, 0.026518968865275383, 0.04824436083436012, -0.03415394574403763, 0.00045208982191979885, 0.0627111867070198, -0.03362405300140381, 0.015192683786153793, 0.011147144250571728, -0.0941610187292099, -0.03911231830716133, -0.06229441612958908, -0.013327749446034431, 0.0269456896930933, 0.0034099339973181486, 0.05431622266769409, 0.00346591928973794, -0.07149069011211395, 0.08365613222122192, -0.000214075407711789, 0.030700210481882095, 0.2009986937046051, 0.08252795785665512, -0.04555168002843857, -0.043436579406261444, 0.19708582758903503, -0.04102565720677376, -0.054225921630859375, -0.08290140330791473, 0.1248263418674469, -0.04789111018180847, -0.05248352885246277, -0.0642348900437355, -0.16831037402153015, -0.0575878731906414, 0.13964340090751648, 0.1254114806652069, -0.012441059574484825, -0.0009374874643981457, -0.07932771742343903, 0.0064802467823028564, 0.039252739399671555, 0.10878203064203262, 0.06667113304138184, 0.05188992992043495, -0.10410104691982269, -0.019756082445383072, -0.0746883973479271, -0.10672065615653992, -0.20195163786411285, 0.04794373735785484, 0.04467296227812767, -0.02255135588347912, -0.023176994174718857, 0.13824990391731262, -0.08373384177684784, -0.09745018184185028, 0.1009688526391983, -0.030493946745991707, -0.08035006374120712, -0.0035931821912527084, 0.02127770148217678, 0.017642684280872345, 0.109067901968956, 0.09230996668338776, 0.03675096109509468, 0.020190691575407982, -0.009820058941841125, -0.08531662821769714, 0.0147452587261796, 0.04621891677379608, -0.11749597638845444, 0.22562702000141144, -0.011169247329235077, 0.007328145205974579, 0.08938088268041611, 0.06706106662750244, -0.178640678524971, 0.014263211749494076, 0.044143542647361755, -0.1759212464094162, 0.015241282992064953, 0.09002504497766495, -0.03867815062403679, -0.006514376495033503, 0.05512095242738724, -0.03649293631315231, 0.01408898551017046, 0.17354409396648407, 0.04706104099750519, -0.04777490347623825, 0.0843205526471138, -0.14835119247436523, 0.10469520092010498, 0.09910433739423752, -0.0632365420460701, 0.0010446346132084727, -0.036477986723184586, -0.01083320938050747, -0.008535596542060375, -0.027954131364822388, -0.03285958990454674, -0.12146157026290894, -0.02886880375444889, -0.059852637350559235, 0.03234466165304184, -0.2116018384695053, -0.12828731536865234, -0.04875398427248001, -0.06934016197919846, -0.026568342000246048, 0.08889435976743698, 0.0805339515209198, -0.053285710513591766, 0.013679811730980873, -0.1318877935409546, 0.02770371548831463, 0.15941165387630463, -0.09077189117670059, 0.000044497275666799396 ]

[ "transformers", "safetensors", "st_vit", "arxiv:1910.09700", "endpoints_compatible", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ "TAGS\n#transformers #safetensors #st_vit #arxiv-1910.09700 #endpoints_compatible #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ 35, 6, 3, 82, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4 ]

[ "passage: TAGS\n#transformers #safetensors #st_vit #arxiv-1910.09700 #endpoints_compatible #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact" ]

[ -0.05570429936051369, 0.2137511670589447, -0.003358065150678158, 0.024937782436609268, 0.12344643473625183, 0.0005687462398782372, 0.046563174575567245, 0.12071564793586731, -0.025259099900722504, 0.1139182522892952, 0.030914440751075745, 0.08739195019006729, 0.108574777841568, 0.16494834423065186, 0.02581079676747322, -0.21664361655712128, 0.021972263231873512, -0.092513807117939, 0.01725189760327339, 0.1145021989941597, 0.13485705852508545, -0.10691213607788086, 0.08287516981363297, -0.030043086037039757, -0.0121110575273633, -0.0068214526399970055, -0.08663208037614822, -0.07515288889408112, 0.07015538215637207, 0.07068207859992981, 0.06604450196027756, 0.01837434247136116, 0.10832002013921738, -0.28513917326927185, 0.01607416197657585, 0.08505406975746155, -0.00419366080313921, 0.06454268097877502, 0.0650641918182373, -0.07560091465711594, 0.10277936607599258, -0.08335147053003311, 0.14047180116176605, 0.07896949350833893, -0.07898496836423874, -0.2099640965461731, -0.07245686650276184, 0.08404058963060379, 0.12577512860298157, 0.06405868381261826, -0.024201525375247, 0.15871097147464752, -0.08194445073604584, 0.010673961602151394, 0.1275133192539215, -0.08980897068977356, -0.048496827483177185, 0.04347142577171326, 0.10769272595643997, 0.09592066705226898, -0.1287527084350586, 0.006958120968192816, 0.04254455864429474, 0.016857653856277466, 0.09859035164117813, 0.021999230608344078, 0.09309759736061096, 0.048560939729213715, -0.14204595983028412, -0.04514462873339653, 0.11667134612798691, 0.03381441533565521, -0.05610955134034157, -0.20422019064426422, -0.007625863887369633, -0.021844346076250076, -0.024577245116233826, -0.0576767772436142, 0.04335090145468712, -0.03588148206472397, 0.061597224324941635, -0.030445009469985962, -0.10099130868911743, -0.03598058968782425, 0.07995391637086868, 0.05205940082669258, 0.016159117221832275, -0.021451836451888084, 0.03278529644012451, 0.11880841106176376, 0.040246110409498215, -0.11036428809165955, -0.06811126321554184, -0.06794390827417374, -0.10133186727762222, -0.05056769400835037, 0.04352125898003578, 0.02268749475479126, 0.02894686348736286, 0.1968018114566803, -0.007479736115783453, 0.0383053682744503, 0.03028780221939087, 0.004508857615292072, 0.059042856097221375, 0.09156389534473419, -0.061962686479091644, -0.1466813087463379, -0.048566561192274094, 0.08683482557535172, -0.0066268728114664555, -0.037792667746543884, -0.05171079933643341, 0.04612499848008156, 0.047256212681531906, 0.11810140311717987, 0.08820898830890656, -0.007267971057444811, -0.050878267735242844, -0.02596031129360199, 0.2245747298002243, -0.1413850337266922, 0.04642539843916893, -0.008974277414381504, -0.030878139659762383, -0.04591722413897514, 0.03382661193609238, 0.02838059887290001, -0.015240989625453949, 0.10359866917133331, -0.061273738741874695, -0.03711912781000137, -0.10017072409391403, -0.04717188701033592, 0.0350082628428936, -0.005749464500695467, -0.01986204832792282, -0.0679158866405487, -0.10470074415206909, -0.04338342323899269, 0.06313471496105194, -0.06048855185508728, -0.03847065195441246, 0.012152530252933502, -0.0540895015001297, -0.004443710669875145, -0.002475028857588768, 0.09528233855962753, -0.03426503390073776, 0.037511471658945084, -0.034544337540864944, 0.056296344846487045, 0.10254496335983276, 0.03632688149809837, -0.07030779123306274, 0.05436348915100098, -0.2148793339729309, 0.0853784903883934, -0.10443845391273499, 0.033942416310310364, -0.1600191444158554, -0.050949763506650925, 0.018983567133545876, 0.013327579945325851, 0.01016842108219862, 0.12698014080524445, -0.18719986081123352, -0.022464357316493988, 0.1394852250814438, -0.09603378176689148, -0.10146932303905487, 0.07693009078502655, -0.046814609318971634, 0.13340498507022858, 0.044664476066827774, -0.034117892384529114, 0.07576531171798706, -0.15887397527694702, -0.056561145931482315, -0.015079798176884651, -0.010562318377196789, 0.1349911093711853, 0.05987713858485222, -0.05702650919556618, 0.06608377397060394, 0.02290940098464489, -0.031488727778196335, -0.04681078717112541, -0.04875839129090309, -0.1021764874458313, -0.005642387550324202, -0.08074445277452469, 0.05492212250828743, -0.010906236246228218, -0.08094646781682968, -0.03165549784898758, -0.17732281982898712, 0.051942698657512665, 0.0857093557715416, 0.016773676499724388, -0.012266465462744236, -0.08150290697813034, 0.010908380150794983, -0.0242806114256382, -0.015031070448458195, -0.16976644098758698, -0.04868513345718384, 0.0421152301132679, -0.1604491025209427, 0.03876825422048569, -0.043682049959897995, 0.05846671387553215, 0.04454082250595093, -0.05563071742653847, -0.006849009543657303, -0.017990170046687126, 0.019307563081383705, -0.029858946800231934, -0.19623076915740967, -0.04533543065190315, -0.031218690797686577, 0.1587037295103073, -0.2456575483083725, 0.03576651215553284, 0.05370330065488815, 0.14480885863304138, -0.0017552556237205863, -0.043860193341970444, 0.021135950461030006, -0.05322791635990143, -0.05387458577752113, -0.06349681317806244, -0.007854725234210491, -0.031917497515678406, -0.04265320673584938, 0.02610553801059723, -0.18523219227790833, -0.029340120032429695, 0.09736476093530655, 0.10079009085893631, -0.1585850864648819, -0.012431168928742409, -0.0453631654381752, -0.062189407646656036, -0.09237845242023468, -0.05810590833425522, 0.12623348832130432, 0.047401558607816696, 0.0468166284263134, -0.0788840651512146, -0.06419339776039124, 0.0179806686937809, -0.00035360551555640996, -0.036891721189022064, 0.07362664490938187, 0.07609687000513077, -0.10450740903615952, 0.07835382968187332, 0.07581426203250885, 0.07763756066560745, 0.09502170979976654, 0.016131630167365074, -0.10761359333992004, -0.02340857870876789, 0.024034785106778145, 0.02486669272184372, 0.1478547602891922, -0.05172751471400261, 0.03467090427875519, 0.05202454701066017, -0.044535767287015915, 0.012908765114843845, -0.10249797254800797, 0.028774211183190346, 0.037253886461257935, -0.005231223069131374, 0.031543564051389694, -0.043056584894657135, 0.010337475687265396, 0.08016949892044067, 0.04568897932767868, 0.0439731739461422, 0.002297354396432638, -0.01454879716038704, -0.10262338072061539, 0.1666969507932663, -0.10020972788333893, -0.297836035490036, -0.1513657569885254, 0.017026960849761963, 0.04111466556787491, -0.017570000141859055, 0.029580384492874146, -0.06297087669372559, -0.11030436307191849, -0.10366018861532211, -0.0063893962651491165, 0.02679377608001232, -0.077422134578228, -0.07610747218132019, 0.07304812222719193, 0.03659141808748245, -0.14403004944324493, 0.040652085095644, 0.05314547196030617, -0.048650361597537994, -0.015032786875963211, 0.0859709158539772, 0.11319845169782639, 0.15890946984291077, -0.01605132780969143, -0.026822108775377274, 0.020166777074337006, 0.20049993693828583, -0.13392098248004913, 0.1123659610748291, 0.13552233576774597, -0.045246776193380356, 0.0912533551454544, 0.179486945271492, 0.024746287614107132, -0.0813380554318428, 0.04188155755400658, 0.04037332162261009, -0.04971021041274071, -0.25642508268356323, -0.059530653059482574, 0.006094237323850393, -0.07979082316160202, 0.08929162472486496, 0.09343841671943665, 0.13655731081962585, 0.03974501043558121, -0.0818399041891098, -0.043714489787817, 0.009397866204380989, 0.11453833431005478, -0.04530727490782738, -0.0070200590416789055, 0.08340045809745789, -0.043600402772426605, -0.000855231424793601, 0.10623525083065033, 0.01234451960772276, 0.18994955718517303, 0.020909279584884644, 0.1330929547548294, 0.061901308596134186, 0.0745885893702507, -0.0009371726191602647, 0.020029284060001373, 0.04781128466129303, 0.016355976462364197, -0.006840861868113279, -0.09894926846027374, 0.009572113864123821, 0.13868531584739685, 0.0529002845287323, 0.024806004017591476, 0.010628330521285534, -0.021681886166334152, 0.0564131960272789, 0.1699296236038208, -0.007705842610448599, -0.21435433626174927, -0.06889940053224564, 0.07485757023096085, -0.052101362496614456, -0.12418662756681442, -0.03711807727813721, 0.03844699636101723, -0.17647750675678253, 0.03583279997110367, -0.018521131947636604, 0.10187669098377228, -0.09582708775997162, -0.025606056675314903, 0.022676410153508186, 0.08388198912143707, -0.02404973842203617, 0.09180989116430283, -0.15079450607299805, 0.12927617132663727, 0.026467958465218544, 0.08270661532878876, -0.11270297318696976, 0.08497460931539536, -0.0083125289529562, 0.028918158262968063, 0.17930249869823456, -0.0033632630947977304, -0.06019608676433563, -0.072627492249012, -0.08941643685102463, -0.02500317618250847, 0.12369580566883087, -0.11176468431949615, 0.08070283383131027, -0.011035280302166939, -0.05373460054397583, 0.010264890268445015, -0.10793616622686386, -0.16480356454849243, -0.19261159002780914, 0.0684640109539032, -0.09916727989912033, 0.016581548377871513, -0.1082279309630394, -0.06539474427700043, -0.03187005966901779, 0.23353637754917145, -0.13728411495685577, -0.0746678039431572, -0.156398743391037, -0.06516322493553162, 0.1713014394044876, -0.03856266289949417, 0.0808568149805069, -0.007341065444052219, 0.21389321982860565, 0.005804437678307295, -0.004157801158726215, 0.06728991121053696, -0.0903351679444313, -0.17630039155483246, -0.07992105931043625, 0.1375371664762497, 0.11850666999816895, 0.053096313029527664, -0.0016138690989464521, 0.012334010563790798, -0.022664329037070274, -0.10700617730617523, -0.007034884765744209, 0.13501602411270142, 0.0746832937002182, 0.03249754384160042, -0.03400249779224396, -0.11801403760910034, -0.064614437520504, -0.052405767142772675, 0.045828431844711304, 0.17897291481494904, -0.09827461838722229, 0.18075211346149445, 0.1508801132440567, -0.0614202618598938, -0.21255800127983093, 0.045685771852731705, 0.046330004930496216, -0.009858465753495693, 0.04152912274003029, -0.1801142692565918, 0.08006644248962402, 0.011026542633771896, -0.05326437950134277, 0.13030751049518585, -0.15676456689834595, -0.15730518102645874, 0.06249556317925453, 0.04989376291632652, -0.2271057665348053, -0.13286885619163513, -0.08708418160676956, -0.06738945096731186, -0.1584213525056839, 0.08001243323087692, -0.011404044926166534, 0.0067445202730596066, 0.04740811139345169, 0.019548820331692696, 0.02197127789258957, -0.05545957013964653, 0.1899607628583908, -0.009789925999939442, 0.016534049063920975, -0.0760115385055542, -0.06803451478481293, 0.09808424115180969, -0.05713300034403801, 0.11375405639410019, 0.00030867906752973795, 0.014927709475159645, -0.08842936903238297, -0.05445292592048645, -0.04633399471640587, 0.05327881500124931, -0.0801289975643158, -0.11267786473035812, -0.05046195909380913, 0.08835139125585556, 0.08229611068964005, -0.03719346225261688, -0.009481902234256268, -0.07554474472999573, 0.09361272305250168, 0.18960008025169373, 0.17111411690711975, 0.028214775025844574, -0.07702282071113586, 0.011984715238213539, -0.034928806126117706, 0.03510679677128792, -0.23739688098430634, 0.04045528918504715, 0.05100715160369873, 0.03777351230382919, 0.10942219197750092, -0.025190284475684166, -0.17138943076133728, -0.044905710965394974, 0.06642034649848938, -0.046001043170690536, -0.21577958762645721, -0.012075510807335377, 0.09204386174678802, -0.19074086844921112, -0.018072832375764847, 0.026728451251983643, -0.0406242199242115, -0.03064594231545925, 0.00013967703853268176, 0.06437265872955322, 0.021772800013422966, 0.09325477480888367, 0.07026443630456924, 0.0999721959233284, -0.09489531069993973, 0.09713911265134811, 0.10735493898391724, -0.08204701542854309, 0.02898799069225788, 0.06870359927415848, -0.057291239500045776, -0.04048014432191849, 0.053980425000190735, 0.039468247443437576, 0.006086519453674555, -0.0581432469189167, 0.0027392355259507895, -0.06397754698991776, 0.052448440343141556, 0.11998318880796432, 0.022666698321700096, -0.02469021826982498, 0.0645255297422409, 0.029029250144958496, -0.11026784032583237, 0.09418091922998428, 0.01740378886461258, 0.03674943372607231, -0.06241896003484726, -0.0039422158151865005, 0.0435040257871151, 0.022204797714948654, -0.020824486389756203, -0.02956131473183632, -0.038571249693632126, -0.01524095144122839, -0.15963494777679443, -0.006219600327312946, -0.07046904414892197, 0.006098572164773941, 0.006757817696779966, -0.04860519617795944, -0.006638118997216225, 0.02923220954835415, -0.07473722100257874, -0.06071319431066513, -0.006327567622065544, 0.0952065959572792, -0.15823984146118164, 0.004469591658562422, 0.07923907041549683, -0.10976911336183548, 0.06724712252616882, -0.0050472114235162735, -0.0031538018956780434, 0.022188758477568626, -0.15520933270454407, 0.05041011795401573, -0.007867993786931038, 0.023938659578561783, 0.04220309108495712, -0.16217857599258423, 0.003241467522457242, -0.04709721729159355, -0.029618583619594574, -0.00900796614587307, -0.05794106796383858, -0.11490039527416229, 0.08344589173793793, -0.015472081489861012, -0.05993541702628136, -0.011983027681708336, 0.050589144229888916, 0.08906885981559753, -0.04140951856970787, 0.09616050124168396, -0.00018605781951919198, 0.06140374392271042, -0.17175798118114471, -0.030678842216730118, -0.038107212632894516, 0.008101641200482845, 0.004325470421463251, -0.011633587069809437, 0.043346602469682693, -0.002451202366501093, 0.22120395302772522, -0.04036574438214302, 0.148934468626976, 0.05550919473171234, 0.008950652554631233, 0.004798842128366232, 0.06785714626312256, 0.05609952658414841, 0.027364015579223633, 0.004905372858047485, 0.021905817091464996, -0.02669665589928627, -0.010301942005753517, -0.17710481584072113, 0.04019173979759216, 0.1391494870185852, 0.07943812012672424, 0.007647035177797079, 0.0673217922449112, -0.12486109137535095, -0.11242853850126266, 0.08621212840080261, -0.03235071897506714, 0.008325548842549324, -0.07554933428764343, 0.1338898092508316, 0.15194785594940186, -0.154417023062706, 0.06898906081914902, -0.05426538735628128, -0.05378818139433861, -0.09343206137418747, -0.11229638755321503, -0.062257468700408936, -0.04018183425068855, 0.003256029449403286, -0.045899491757154465, 0.056370221078395844, 0.05029931664466858, -0.010479401797056198, 0.008013274520635605, 0.11863664537668228, -0.007783854845911264, 0.0000189884831343079, 0.03033854439854622, 0.039834123104810715, 0.02821636199951172, -0.056421346962451935, 0.024834949523210526, 0.02278032898902893, 0.031680285930633545, 0.06319505721330643, 0.029422655701637268, -0.03947543725371361, 0.027869224548339844, 0.00825512781739235, -0.10685615986585617, 0.024968035519123077, -0.017432047054171562, -0.06924793124198914, 0.1221415251493454, 0.03398130461573601, 0.01257460005581379, -0.03504735603928566, 0.2362840175628662, -0.06781076639890671, -0.076201431453228, -0.13451990485191345, 0.10213013738393784, -0.013717721216380596, 0.058102209120988846, 0.045565709471702576, -0.12319894134998322, 0.004503061529248953, 0.12789539992809296, 0.11404299736022949, 0.0012703804532065988, 0.011767015792429447, 0.0357314832508564, 0.00519994692876935, -0.06046826019883156, 0.04164519160985947, 0.05897338688373566, 0.13378684222698212, -0.074750617146492, 0.06887663900852203, 0.008998668752610683, -0.07617877423763275, -0.03906102851033211, 0.11380910873413086, -0.02562093548476696, 0.031789083033800125, -0.043579090386629105, 0.10810410976409912, -0.0631370022892952, -0.300861656665802, 0.037658318877220154, -0.09307476878166199, -0.15385554730892181, -0.016475550830364227, 0.05672220513224602, -0.017636196687817574, 0.019389742985367775, 0.07200947403907776, -0.05852338671684265, 0.17834995687007904, 0.03855089843273163, -0.08383230865001678, -0.058593153953552246, 0.058595769107341766, -0.07618720084428787, 0.29584139585494995, 0.004314475692808628, 0.03156234323978424, 0.10291639715433121, -0.02817497029900551, -0.15865081548690796, 0.025919383391737938, 0.10971265286207199, -0.08997935801744461, 0.08148243278265, 0.19308438897132874, -0.02033587358891964, 0.11305531114339828, 0.05622059106826782, -0.06627935916185379, 0.05504925176501274, -0.042728643864393234, -0.04827238246798515, -0.09343753010034561, 0.06380754709243774, -0.05933108925819397, 0.15512260794639587, 0.09560972452163696, -0.04920487850904465, -0.0063011967577040195, -0.05258584022521973, 0.04541392996907234, 0.013106484897434711, 0.12142833322286606, 0.012441393919289112, -0.17513152956962585, 0.03197946026921272, -0.010420299135148525, 0.11354460567235947, -0.23551952838897705, -0.08292408287525177, 0.08480016142129898, -0.02405981905758381, -0.05182001739740372, 0.1004592552781105, 0.07474427670240402, 0.04224398359656334, -0.04595436900854111, -0.09319831430912018, -0.014723841100931168, 0.15525862574577332, -0.1369098573923111, -0.011507726274430752 ]

[ "ml-agents", "tensorboard", "onnx", "Pyramids", "deep-reinforcement-learning", "reinforcement-learning", "ML-Agents-Pyramids", "region:us" ]

[]

[]

[ "# ppo Agent playing Pyramids\n This is a trained model of a ppo agent playing Pyramids\n using the Unity ML-Agents Library.\n\n ## Usage (with ML-Agents)\n The Documentation: URL\n\n We wrote a complete tutorial to learn to train your first agent using ML-Agents and publish it to the Hub:\n - A *short tutorial* where you teach Huggy the Dog to fetch the stick and then play with him directly in your\n browser: URL\n - A *longer tutorial* to understand how works ML-Agents:\n URL\n\n ### Resume the training\n \n\n ### Watch your Agent play\n You can watch your agent playing directly in your browser\n\n 1. If the environment is part of ML-Agents official environments, go to URL\n 2. Step 1: Find your model_id: atmikah/ppo-PyramidsTraining\n 3. Step 2: Select your *.nn /*.onnx file\n 4. Click on Watch the agent play" ]

[ "TAGS\n#ml-agents #tensorboard #onnx #Pyramids #deep-reinforcement-learning #reinforcement-learning #ML-Agents-Pyramids #region-us \n", "# ppo Agent playing Pyramids\n This is a trained model of a ppo agent playing Pyramids\n using the Unity ML-Agents Library.\n\n ## Usage (with ML-Agents)\n The Documentation: URL\n\n We wrote a complete tutorial to learn to train your first agent using ML-Agents and publish it to the Hub:\n - A *short tutorial* where you teach Huggy the Dog to fetch the stick and then play with him directly in your\n browser: URL\n - A *longer tutorial* to understand how works ML-Agents:\n URL\n\n ### Resume the training\n \n\n ### Watch your Agent play\n You can watch your agent playing directly in your browser\n\n 1. If the environment is part of ML-Agents official environments, go to URL\n 2. Step 1: Find your model_id: atmikah/ppo-PyramidsTraining\n 3. Step 2: Select your *.nn /*.onnx file\n 4. Click on Watch the agent play" ]

[ 48, 205 ]

[ "passage: TAGS\n#ml-agents #tensorboard #onnx #Pyramids #deep-reinforcement-learning #reinforcement-learning #ML-Agents-Pyramids #region-us \n# ppo Agent playing Pyramids\n This is a trained model of a ppo agent playing Pyramids\n using the Unity ML-Agents Library.\n\n ## Usage (with ML-Agents)\n The Documentation: URL\n\n We wrote a complete tutorial to learn to train your first agent using ML-Agents and publish it to the Hub:\n - A *short tutorial* where you teach Huggy the Dog to fetch the stick and then play with him directly in your\n browser: URL\n - A *longer tutorial* to understand how works ML-Agents:\n URL\n\n ### Resume the training\n \n\n ### Watch your Agent play\n You can watch your agent playing directly in your browser\n\n 1. If the environment is part of ML-Agents official environments, go to URL\n 2. Step 1: Find your model_id: atmikah/ppo-PyramidsTraining\n 3. Step 2: Select your *.nn /*.onnx file\n 4. Click on Watch the agent play" ]

[ -0.011166395619511604, 0.02416650764644146, -0.003923273645341396, 0.05547337606549263, 0.15678787231445312, -0.00129349110648036, 0.1763792634010315, 0.12702378630638123, 0.18672598898410797, 0.10743387788534164, 0.02593831531703472, 0.055698007345199585, 0.09042487293481827, 0.11041804403066635, 0.09098854660987854, -0.1572897732257843, -0.03951982781291008, -0.060480475425720215, 0.05600378289818764, 0.10250592976808548, 0.04234391823410988, -0.07383410632610321, 0.07975843548774719, 0.023046016693115234, -0.008201617747545242, -0.003316724207252264, -0.09745960682630539, -0.038191523402929306, 0.05337642878293991, -0.03606564551591873, -0.007870984263718128, -0.0545659065246582, 0.0840403288602829, -0.1513911932706833, 0.03308555483818054, 0.11346312612295151, -0.010203586891293526, -0.00012570111721288413, 0.10972388833761215, 0.005113290622830391, 0.10062097758054733, -0.07158265262842178, 0.05147711560130119, 0.041120294481515884, -0.08477050065994263, -0.0027468877378851175, -0.13510754704475403, 0.059007033705711365, 0.21813058853149414, 0.13095088303089142, -0.0025672505144029856, 0.11987803131341934, -0.027435023337602615, 0.041556067764759064, 0.14130504429340363, -0.24972788989543915, -0.05798526108264923, 0.08842665702104568, -0.02965741977095604, 0.04704684019088745, -0.008200750686228275, 0.05274147912859917, -0.04130987823009491, 0.02978839911520481, 0.025649534538388252, -0.020656611770391464, 0.20652857422828674, -0.038695428520441055, -0.09510064870119095, -0.08550131320953369, 0.06028519570827484, 0.05621980130672455, -0.025586700066924095, -0.16635535657405853, -0.00482161296531558, 0.12254540622234344, -0.025026682764291763, 0.030698129907250404, 0.04879958555102348, -0.006534656044095755, 0.005707480013370514, -0.1204543188214302, -0.04385046660900116, -0.06789015978574753, 0.06395314633846283, 0.09067811071872711, 0.03256547823548317, -0.03313107043504715, 0.04796918109059334, 0.06163556128740311, 0.06872652471065521, -0.06294310837984085, -0.023588985204696655, -0.01528850756585598, -0.11525245010852814, -0.038940899074077606, 0.03255952522158623, -0.05441277101635933, 0.03205264359712601, 0.04793117940425873, 0.10249315202236176, 0.04443403705954552, 0.011560252867639065, 0.05565937981009483, -0.00018930603982880712, 0.09018059819936752, -0.014911253936588764, 0.04975869506597519, 0.036107033491134644, 0.07965440303087234, 0.02440912462770939, -0.06435723602771759, -0.07465279847383499, 0.08641238510608673, -0.07477341592311859, 0.10277023166418076, 0.11490043252706528, 0.011059492826461792, -0.015105866827070713, -0.07296861708164215, -0.05928577482700348, -0.14654815196990967, 0.042395420372486115, 0.047861818224191666, -0.029512999579310417, -0.05711003392934799, -0.04622957855463028, 0.01061968132853508, -0.1039133071899414, 0.004654384683817625, -0.011381037533283234, 0.07644801586866379, -0.031954169273376465, -0.02134254388511181, 0.052891746163368225, -0.031110059469938278, -0.05105523392558098, -0.16491900384426117, -0.208780899643898, -0.08643952012062073, 0.03235491365194321, -0.061324845999479294, -0.07143252342939377, -0.03693579509854317, 0.05289622023701668, -0.09826075285673141, 0.0003585029626265168, -0.0305281151086092, -0.06197885051369667, 0.010277912020683289, -0.03849280625581741, 0.05642413720488548, 0.20923595130443573, 0.04945423826575279, -0.00823327898979187, 0.06755750626325607, -0.18844155967235565, 0.13250985741615295, -0.11219994723796844, 0.19204959273338318, -0.10005482286214828, 0.050224579870700836, 0.06845156103372574, 0.004041408188641071, 0.025178033858537674, 0.16477471590042114, -0.11712648719549179, -0.07966098189353943, 0.10406193137168884, -0.027677016332745552, -0.17087911069393158, 0.04725027084350586, 0.010517490096390247, 0.09405522793531418, 0.07026877254247665, 0.19985251128673553, 0.1237790510058403, -0.18423448503017426, 0.04622337594628334, -0.018305078148841858, -0.09673314541578293, -0.019409669563174248, 0.11484095454216003, -0.07991040498018265, -0.01319127157330513, -0.03213101997971535, -0.1750001460313797, 0.08382914960384369, -0.018636537715792656, -0.06209240108728409, 0.058550409972667694, -0.048369914293289185, -0.049022216349840164, 0.023273546248674393, 0.05151212960481644, -0.005105629563331604, -0.047758255153894424, -0.09085950255393982, 0.06878562271595001, -0.014417538419365883, 0.030391141772270203, -0.04446425288915634, 0.1473301351070404, -0.014636456966400146, 0.04648217931389809, -0.1304544359445572, -0.09318970143795013, 0.004653473384678364, 0.0413670614361763, 0.09206148236989975, -0.15169212222099304, 0.08320651948451996, 0.0731273740530014, 0.0201337318867445, -0.06928376853466034, -0.0907779335975647, 0.006456397473812103, -0.07384096086025238, -0.09035047888755798, -0.0460045263171196, -0.04393458738923073, 0.04996149614453316, -0.05229639634490013, 0.055670130997896194, -0.1334427297115326, 0.09703435748815536, -0.012306679971516132, -0.042807307094335556, 0.05759117379784584, 0.014096307568252087, 0.05578222870826721, -0.08248188346624374, 0.0896887257695198, 0.0012995367869734764, -0.03331034630537033, 0.019269177690148354, -0.016045590862631798, -0.07799743860960007, 0.0964856892824173, -0.026254665106534958, -0.026445183902978897, 0.015318687073886395, -0.03144632279872894, 0.00793729443103075, -0.07653398811817169, -0.005900952499359846, 0.1916799694299698, 0.10307683050632477, 0.1128355860710144, -0.06894577294588089, -0.05471179261803627, -0.03338559344410896, -0.04771733656525612, -0.036442480981349945, 0.13737626373767853, 0.07867412269115448, -0.051546361297369, 0.07175584882497787, 0.10370806604623795, 0.06794200837612152, 0.07284717261791229, -0.03151940181851387, -0.13195602595806122, 0.008809850551187992, 0.09022992104291916, 0.0440710186958313, 0.010193705558776855, 0.02605464495718479, -0.025141002610325813, 0.018129637464880943, -0.03674016147851944, -0.025281472131609917, -0.11099714040756226, -0.04586474597454071, 0.02920137532055378, -0.02088923752307892, 0.024346088990569115, -0.0496218241751194, -0.01774333417415619, 0.06499037891626358, 0.0811135396361351, 0.008701290935277939, -0.010075288824737072, -0.07106341421604156, -0.10897196829319, 0.08193738758563995, -0.07748627662658691, -0.25790056586265564, -0.07195444405078888, -0.0842762291431427, -0.04947230964899063, 0.012041028589010239, 0.030931789427995682, -0.14728249609470367, -0.001011923304758966, -0.08209310472011566, -0.007341235410422087, 0.015299282968044281, -0.05198947340250015, 0.19189083576202393, 0.10058766603469849, -0.0030783384572714567, -0.05483895167708397, -0.012089978903532028, -0.013873040676116943, -0.048471901565790176, 0.002370234578847885, 0.04551918804645538, 0.045742109417915344, 0.08499088138341904, 0.08930744975805283, 0.06984178721904755, -0.01870299130678177, 0.10475310683250427, -0.0819338858127594, -0.018559252843260765, 0.12369323521852493, 0.022253157570958138, 0.07301337271928787, 0.03306697681546211, 0.035301558673381805, 0.001263340818695724, 0.02636750601232052, 0.01814560778439045, -0.048224739730358124, -0.18676401674747467, -0.08641944825649261, -0.040951307862997055, 0.08463826030492783, 0.09745955467224121, 0.08384427428245544, -0.08147381246089935, -0.0015792747726663947, -0.019259274005889893, -0.021384721621870995, 0.08657308667898178, 0.09519409388303757, -0.06613320857286453, -0.03818157687783241, -0.01667742431163788, -0.049812015146017075, 0.010929588228464127, 0.049061790108680725, 0.0200932789593935, 0.1722448617219925, 0.03787337616086006, 0.06396771222352982, 0.036347731947898865, -0.05985523760318756, -0.06214860826730728, 0.06445775926113129, 0.01946098916232586, 0.01747560128569603, -0.007624629884958267, -0.08216632157564163, -0.04901012033224106, 0.06742415577173233, 0.13501925766468048, -0.025121452286839485, -0.08023780584335327, 0.058595865964889526, 0.08750849217176437, 0.1545184999704361, -0.0088756512850523, -0.1628057211637497, -0.026057954877614975, 0.0009620701894164085, -0.07984120398759842, 0.010945822112262249, -0.00691752415150404, -0.02585776336491108, -0.18257105350494385, 0.03170780465006828, 0.001245988765731454, 0.12599556148052216, -0.05977356806397438, -0.022283053025603294, 0.04282402619719505, 0.03243541717529297, -0.013493822887539864, 0.058516908437013626, -0.1938503533601761, 0.1333489865064621, 0.012794330716133118, 0.0989447608590126, -0.05300099402666092, 0.022720390930771828, 0.11569713801145554, -0.05374739691615105, 0.17638540267944336, 0.03475392237305641, 0.008927428163588047, -0.1046629250049591, -0.16126206517219543, -0.06890220940113068, -0.020970232784748077, -0.10528374463319778, 0.07480816543102264, 0.04311502352356911, -0.03697923198342323, -0.10315445810556412, 0.0868569165468216, -0.03930807486176491, -0.057983897626399994, 0.02206808514893055, -0.06750559061765671, -0.04640115052461624, -0.040242958813905716, -0.04001040384173393, -0.10974682867527008, 0.1297025829553604, 0.0640581026673317, -0.0731593668460846, -0.08667495846748352, -0.06702451407909393, -0.051430635154247284, -0.04749627411365509, 0.00023962034902069718, 0.0034508260432630777, 0.07333257049322128, -0.05883455276489258, -0.08194704353809357, -0.009306133724749088, -0.11989211291074753, -0.08740594238042831, -0.03742402791976929, 0.2093961387872696, 0.020468605682253838, 0.06987597793340683, -0.013945676386356354, 0.03783121705055237, -0.02775540016591549, -0.0698867216706276, 0.16837118566036224, 0.16961921751499176, 0.013136886060237885, 0.10287894308567047, -0.039096951484680176, 0.04873504117131233, -0.12912940979003906, 0.014923030510544777, 0.19348759949207306, 0.26716136932373047, -0.012873881496489048, 0.16567915678024292, 0.056414589285850525, -0.06452735513448715, -0.1704283505678177, -0.057728711515665054, 0.02688375487923622, -0.017962664365768433, 0.09934020787477493, -0.19843435287475586, 0.02346816472709179, -0.006558759603649378, -0.022206967696547508, 0.01788228750228882, -0.2746482789516449, -0.07692231982946396, 0.064362071454525, 0.07959919422864914, -0.030056973919272423, -0.08417212218046188, -0.07572175562381744, 0.012191751971840858, -0.12327104806900024, 0.03446657955646515, -0.19195209443569183, 0.08003481477499008, -0.009344244375824928, 0.04722299426794052, 0.030971543863415718, -0.035580825060606, 0.12340855598449707, -0.016575481742620468, -0.022056065499782562, -0.06984030455350876, 0.045714035630226135, 0.04701077193021774, -0.10380091518163681, 0.039638444781303406, -0.02100156620144844, -0.03459858149290085, -0.26214948296546936, -0.029796035960316658, -0.024787282571196556, 0.04434896260499954, -0.00840381346642971, -0.018060341477394104, -0.004128685221076012, 0.07541293650865555, 0.08746075630187988, 0.04554083198308945, 0.09027983993291855, 0.03882862627506256, 0.014785253442823887, 0.07099821418523788, 0.05619444325566292, 0.03357267007231712, -0.1562616229057312, -0.06437595933675766, -0.02577681466937065, 0.007523952517658472, -0.05231741443276405, -0.013123285956680775, 0.054406777024269104, 0.02909635566174984, 0.03317156806588173, 0.059012144804000854, -0.13322773575782776, -0.0030850637704133987, 0.055516406893730164, -0.09377371519804001, -0.16968949139118195, -0.06516292691230774, -0.043686214834451675, -0.02809179201722145, -0.061347510665655136, 0.03293243795633316, -0.035378821194171906, -0.010036087594926357, 0.044684506952762604, 0.04069298505783081, -0.03522363305091858, 0.06686149537563324, -0.005774803925305605, 0.04248473420739174, -0.06748245656490326, 0.16417323052883148, 0.06136426702141762, 0.022547025233507156, 0.024035818874835968, 0.210484579205513, -0.0817854031920433, -0.09589706361293793, -0.038320545107126236, 0.09945625811815262, 0.13952812552452087, -0.010034631937742233, -0.026004716753959656, -0.07792849838733673, 0.07743123918771744, -0.13660505414009094, 0.018826045095920563, -0.13286960124969482, 0.01356427650898695, 0.03744928166270256, -0.046046800911426544, 0.1005997508764267, -0.019941149279475212, -0.03280789777636528, -0.11464107036590576, 0.061457302421331406, 0.037653934210538864, 0.15468129515647888, -0.02064649946987629, -0.06723897904157639, -0.1205427348613739, 0.06428738683462143, -0.0038751664105802774, -0.019388923421502113, -0.20624671876430511, -0.037372101098299026, -0.010010658763349056, 0.034416861832141876, 0.003341112518683076, 0.05400051921606064, -0.05267753079533577, -0.09924859553575516, -0.030322646722197533, 0.12129179388284683, -0.05837495997548103, -0.0274739358574152, 0.020493775606155396, -0.07313549518585205, 0.07649750262498856, 0.06167921796441078, -0.009369556792080402, -0.006536584347486496, -0.04116712510585785, -0.049060363322496414, -0.028303449973464012, 0.007486055605113506, 0.05164698138833046, -0.16739431023597717, 0.03283093497157097, -0.06424719095230103, -0.11226677149534225, 0.011487293988466263, 0.07680147886276245, -0.07831697911024094, 0.030628252774477005, 0.013897879049181938, -0.05075608938932419, -0.07061193883419037, 0.03656927868723869, 0.027465905994176865, 0.055424582213163376, 0.0691501647233963, -0.06549162417650223, 0.18189974129199982, -0.11906162649393082, -0.022991422563791275, 0.011567401699721813, 0.020473575219511986, 0.02709258906543255, -0.09480372071266174, 0.056172724813222885, -0.04830373078584671, 0.08842558413743973, 0.08253630995750427, -0.031777605414390564, 0.026766669005155563, 0.010047619231045246, 0.10339663922786713, 0.00821259431540966, 0.05388950556516647, -0.01597551256418228, -0.00724193686619401, 0.0856674462556839, -0.010868171229958534, 0.05361756309866905, -0.05963985621929169, 0.13989345729351044, 0.13671712577342987, 0.1356409192085266, 0.04801354184746742, 0.09412448853254318, -0.09042410552501678, -0.16951344907283783, -0.08408883959054947, 0.02881961688399315, 0.04086577892303467, -0.06588789075613022, 0.13132089376449585, 0.12481372058391571, -0.1773729920387268, 0.06601865589618683, -0.03148697689175606, 0.023965956643223763, -0.050779279321432114, -0.10529989004135132, 0.009605146013200283, -0.1435478925704956, 0.06835134327411652, -0.016040142625570297, -0.012507868930697441, 0.00720600038766861, -0.0155167356133461, -0.016610603779554367, 0.09297461062669754, -0.042437292635440826, -0.0397767648100853, 0.09076917916536331, -0.03443092480301857, 0.028531651943922043, -0.0468776635825634, -0.04007957875728607, -0.04667282477021217, -0.08271311223506927, 0.017401721328496933, 0.03830213472247124, -0.033800963312387466, 0.06232358142733574, -0.0347275473177433, -0.0915801152586937, 0.054543450474739075, -0.024597544223070145, -0.013363191857933998, 0.1262977570295334, 0.06164422258734703, -0.07622738182544708, -0.019420430064201355, 0.1833457201719284, -0.036081865429878235, 0.012504005804657936, -0.07190464437007904, 0.17715494334697723, -0.013608370907604694, -0.08942154794931412, -0.03337797895073891, -0.13803330063819885, -0.06485351920127869, 0.20064882934093475, 0.1423247754573822, -0.07516034692525864, 0.015818370506167412, -0.05297188460826874, 0.012487922795116901, -0.0028261642437428236, 0.11513820290565491, 0.08191116154193878, 0.10699295252561569, -0.09393774718046188, 0.004579913802444935, -0.025804033502936363, -0.08733279258012772, -0.20804724097251892, -0.0035742316395044327, 0.06445135921239853, -0.01403109636157751, -0.034028299152851105, 0.1127852350473404, -0.10861816257238388, -0.09083500504493713, 0.07719989866018295, -0.09052873402833939, -0.10659998655319214, -0.03859570994973183, -0.014055103063583374, 0.04873045161366463, 0.07631853222846985, 0.036177054047584534, 0.026524804532527924, 0.06661801040172577, -0.0022840560413897038, -0.039998073130846024, -0.029332643374800682, 0.09180334955453873, -0.07895719259977341, 0.23225773870944977, -0.026520710438489914, 0.03127683699131012, 0.06101847067475319, 0.030765723437070847, -0.15142571926116943, 0.03479957580566406, 0.054018136113882065, -0.12981873750686646, 0.029705071821808815, 0.10261642187833786, -0.04165272042155266, -0.023776300251483917, 0.07030374556779861, 0.002145801903679967, 0.014242530800402164, 0.06924706697463989, 0.04940240830183029, -0.06389331817626953, 0.06567171961069107, -0.1408071368932724, 0.11685716360807419, 0.12634627521038055, -0.06663922965526581, 0.010447408072650433, -0.02454882301390171, 0.006994555704295635, 0.03554021939635277, 0.048640139400959015, -0.06520339101552963, -0.12278752028942108, -0.008578185923397541, -0.023678477853536606, 0.06008521094918251, -0.23112189769744873, -0.1143513023853302, -0.03362225741147995, -0.06679299473762512, -0.023632194846868515, 0.10218445956707001, 0.15037760138511658, -0.014848499558866024, -0.01606258749961853, -0.14613738656044006, 0.013826867565512657, 0.15113632380962372, -0.11304587870836258, -0.014981257729232311 ]

[ "transformers", "safetensors", "arxiv:1910.09700", "endpoints_compatible", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ "TAGS\n#transformers #safetensors #arxiv-1910.09700 #endpoints_compatible #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ 31, 6, 3, 82, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4 ]

[ "passage: TAGS\n#transformers #safetensors #arxiv-1910.09700 #endpoints_compatible #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact" ]

[ -0.06646376848220825, 0.2168014943599701, -0.00225935154594481, 0.023818302899599075, 0.1271018385887146, -0.001635765191167593, 0.04218708351254463, 0.13324736058712006, -0.020175931975245476, 0.11144465953111649, 0.046588581055402756, 0.09377603232860565, 0.09928803145885468, 0.18404334783554077, 0.04859916493296623, -0.2059975117444992, 0.007056170143187046, -0.09090408682823181, 0.014076028019189835, 0.1116579994559288, 0.13719257712364197, -0.10291384905576706, 0.08272874355316162, -0.04045208916068077, -0.02019004337489605, 0.00012576708104461432, -0.09259183704853058, -0.07032395154237747, 0.06885425746440887, 0.06264153122901917, 0.051234472543001175, 0.001456156256608665, 0.09140396863222122, -0.2864592671394348, 0.017265573143959045, 0.08406311273574829, 0.0027674848679453135, 0.06290827691555023, 0.07236549258232117, -0.07389893382787704, 0.11328595131635666, -0.08021481335163116, 0.13019037246704102, 0.08625296503305435, -0.062064990401268005, -0.23071379959583282, -0.07525765895843506, 0.0963398814201355, 0.12251301854848862, 0.06215599179267883, -0.022921854630112648, 0.15455181896686554, -0.06248689442873001, 0.012971068732440472, 0.1294165402650833, -0.11526761949062347, -0.05572471022605896, 0.061741601675748825, 0.11775490641593933, 0.10740239918231964, -0.14110268652439117, -0.0017287094378843904, 0.04900608956813812, 0.029121357947587967, 0.08589313924312592, 0.022661056369543076, 0.12003941088914871, 0.04652795568108559, -0.13695219159126282, -0.04037507623434067, 0.12011898308992386, 0.038862764835357666, -0.06446044892072678, -0.2168138176202774, -0.006778308190405369, -0.0601806715130806, -0.014732478186488152, -0.07019448280334473, 0.039128515869379044, -0.02470310963690281, 0.07317749410867691, -0.04465159401297569, -0.1063927412033081, -0.0421026237308979, 0.0892222449183464, 0.07748593389987946, 0.011527054943144321, -0.02519804798066616, 0.04627908393740654, 0.13455867767333984, 0.05402068421244621, -0.10399353504180908, -0.07017925381660461, -0.06942764669656754, -0.09420394152402878, -0.04035796597599983, 0.056760527193546295, 0.031942449510097504, 0.02665667235851288, 0.22703726589679718, 0.016653569415211678, 0.04155244305729866, 0.0224777739495039, 0.01032855175435543, 0.043662428855895996, 0.0955500528216362, -0.05303520709276199, -0.15660029649734497, -0.04072032496333122, 0.09077946096658707, -0.0027527001220732927, -0.036689214408397675, -0.03966725245118141, 0.03849169611930847, 0.06843466311693192, 0.13122352957725525, 0.07552056759595871, -0.017929591238498688, -0.04813180863857269, -0.030096933245658875, 0.23523783683776855, -0.1493375599384308, 0.04426715523004532, -0.02271856553852558, -0.01804111897945404, -0.03908449783921242, 0.03597262129187584, 0.022118929773569107, -0.000004518366949923802, 0.09706240892410278, -0.058981191366910934, -0.05378659814596176, -0.10168042778968811, -0.03272576630115509, 0.04088849574327469, -0.013975566253066063, -0.010589460842311382, -0.09025166928768158, -0.09490354359149933, -0.04766594246029854, 0.05537205561995506, -0.05123869329690933, -0.03770573064684868, 0.009465423412621021, -0.08151785284280777, -0.005444355774670839, -0.005417742300778627, 0.10699385404586792, -0.03222226724028587, 0.04445803165435791, -0.027600755915045738, 0.05225523188710213, 0.09919606149196625, 0.031576547771692276, -0.0773419588804245, 0.0561848059296608, -0.22559374570846558, 0.07503069192171097, -0.11481974273920059, 0.04335082694888115, -0.1704932004213333, -0.042439818382263184, 0.005444696638733149, 0.0139949731528759, 0.013206101022660732, 0.12720820307731628, -0.19255615770816803, -0.01654396951198578, 0.13260798156261444, -0.09212633967399597, -0.118110790848732, 0.07884611934423447, -0.029701577499508858, 0.1624738723039627, 0.04682036489248276, -0.027025915682315826, 0.09224298596382141, -0.16434773802757263, -0.07092688232660294, -0.00949116237461567, -0.01727987825870514, 0.12109188735485077, 0.07512219995260239, -0.05991523340344429, 0.046571120619773865, 0.02832140028476715, -0.038078423589468, -0.04424772411584854, -0.050857074558734894, -0.10884185880422592, -0.01070026308298111, -0.08987759798765182, 0.04065500199794769, -0.01250192429870367, -0.07916021347045898, -0.029885273426771164, -0.18612512946128845, -0.0030564051121473312, 0.10038342326879501, 0.0035033065360039473, -0.005652366206049919, -0.08666291832923889, 0.026358824223279953, -0.03112892620265484, -0.008404186926782131, -0.16764774918556213, -0.04399421438574791, 0.046902090311050415, -0.16094985604286194, 0.020117372274398804, -0.06413903087377548, 0.06334125250577927, 0.03641495108604431, -0.05590536445379257, -0.0248766727745533, -0.01730942726135254, 0.011945613659918308, -0.05083848536014557, -0.18994836509227753, -0.056277405470609665, -0.037882111966609955, 0.149809330701828, -0.25956398248672485, 0.032966937869787216, 0.051140617579221725, 0.14649195969104767, 0.00406361510977149, -0.05115427449345589, 0.01429014839231968, -0.05360214412212372, -0.054652128368616104, -0.06746816635131836, -0.006135428790003061, -0.027576493099331856, -0.05147203803062439, 0.019243421033024788, -0.1755700707435608, -0.021410830318927765, 0.09424154460430145, 0.12876708805561066, -0.1486445665359497, -0.018640631809830666, -0.048725154250860214, -0.06339836865663528, -0.0715010017156601, -0.07038594037294388, 0.10712739825248718, 0.0513901449739933, 0.04796046018600464, -0.07435787469148636, -0.07092321664094925, 0.02726263552904129, 0.006906150374561548, -0.03382374346256256, 0.08727246522903442, 0.05199531093239784, -0.09209315478801727, 0.0756213590502739, 0.1092359870672226, 0.07177663594484329, 0.09363535046577454, 0.01574566215276718, -0.11756632477045059, -0.028492970392107964, 0.036266472190618515, 0.02740776725113392, 0.1465986967086792, -0.05952361226081848, 0.04016614332795143, 0.04494241625070572, -0.04170418903231621, 0.022319864481687546, -0.08787637203931808, 0.024075502529740334, 0.025203049182891846, -0.0034381982404738665, 0.06284574419260025, -0.02525499276816845, -0.0050758360885083675, 0.07016654312610626, 0.047779910266399384, 0.04621000960469246, 0.009655474685132504, -0.01720241829752922, -0.1047825813293457, 0.16950392723083496, -0.0951867327094078, -0.269941508769989, -0.17632324993610382, 0.026197833940386772, 0.04035249724984169, -0.022378476336598396, 0.031619444489479065, -0.07056326419115067, -0.10630585998296738, -0.1060405746102333, -0.002429972169920802, 0.01714223250746727, -0.06364088505506516, -0.0741225928068161, 0.07348573952913284, 0.04382912442088127, -0.14902326464653015, 0.038552410900592804, 0.055694397538900375, -0.057955220341682434, -0.0233661737293005, 0.09118817001581192, 0.12397737801074982, 0.14583967626094818, -0.021366750821471214, -0.028626007959246635, 0.029004426673054695, 0.19620531797409058, -0.13469526171684265, 0.10371150821447372, 0.13814030587673187, -0.04545360431075096, 0.08360563963651657, 0.1560150384902954, 0.029186224564909935, -0.08317049592733383, 0.05044832453131676, 0.04082648828625679, -0.043159641325473785, -0.2666129767894745, -0.0534592866897583, 0.012832709588110447, -0.06255637854337692, 0.09786593168973923, 0.10183793306350708, 0.11542957276105881, 0.034910861402750015, -0.07166364789009094, -0.043925940990448, -0.0058974819257855415, 0.11737963557243347, -0.05490213260054588, -0.012639665976166725, 0.07686592638492584, -0.05086168646812439, 0.005355054512619972, 0.10266812145709991, 0.02973790094256401, 0.17442677915096283, 0.020399179309606552, 0.11231429129838943, 0.06195578724145889, 0.08633565157651901, 0.0007386076031252742, 0.02951662428677082, 0.05147615820169449, 0.017203815281391144, -0.002300140680745244, -0.10421168059110641, -0.006156572140753269, 0.1449710875749588, 0.028103826567530632, 0.029669636860489845, -0.0018948549404740334, -0.005003341939300299, 0.05121048167347908, 0.1746254414319992, -0.011592294089496136, -0.22072425484657288, -0.0845772922039032, 0.06936841458082199, -0.06218599155545235, -0.12968985736370087, -0.026130788028240204, 0.045467354357242584, -0.17519839107990265, 0.026703642681241035, -0.027433741837739944, 0.0919293761253357, -0.09345759451389313, -0.02221956104040146, 0.03687324374914169, 0.084866963326931, -0.014529162086546421, 0.08703910559415817, -0.14498743414878845, 0.11886418610811234, 0.02978132851421833, 0.09024628251791, -0.11081171780824661, 0.07909037172794342, -0.007550720125436783, 0.009180475026369095, 0.19379350543022156, -0.011335089802742004, -0.03514958545565605, -0.08774717897176743, -0.11210042238235474, -0.013537433929741383, 0.12687496840953827, -0.1243172138929367, 0.08773399889469147, -0.015198243781924248, -0.044079482555389404, 0.00937260314822197, -0.12100647389888763, -0.17273177206516266, -0.19628387689590454, 0.05585884302854538, -0.09575839340686798, 0.025643249973654747, -0.11914430558681488, -0.07089093327522278, -0.02952558360993862, 0.241120383143425, -0.1745356321334839, -0.06510113179683685, -0.1468164622783661, -0.046294767409563065, 0.1662203073501587, -0.04437198117375374, 0.0718095526099205, -0.0208172257989645, 0.20345525443553925, 0.005988610442727804, -0.004939318168908358, 0.06724198162555695, -0.08892562240362167, -0.16873881220817566, -0.06771010160446167, 0.1510489284992218, 0.11680185794830322, 0.04907919466495514, -0.002248800592496991, 0.0011772146681323647, -0.016943959519267082, -0.1137804463505745, -0.0033210667315870523, 0.16037839651107788, 0.03878779336810112, 0.025986969470977783, -0.05243593826889992, -0.08797456324100494, -0.06899320334196091, -0.06853509694337845, 0.06221301481127739, 0.19590823352336884, -0.10376439243555069, 0.1700313836336136, 0.147536963224411, -0.07305635511875153, -0.23175598680973053, 0.035342130810022354, 0.04983805492520332, 0.0014306638622656465, 0.04886869341135025, -0.18252557516098022, 0.10521943867206573, 0.019543392583727837, -0.05505957826972008, 0.13485197722911835, -0.1557481735944748, -0.1552847921848297, 0.0722852572798729, 0.03904085233807564, -0.22423844039440155, -0.1354004591703415, -0.09622503817081451, -0.05825018882751465, -0.14065024256706238, 0.06054598465561867, -0.002136280992999673, 0.015948504209518433, 0.03500790148973465, -0.0015643214574083686, 0.027123261243104935, -0.058935679495334625, 0.18609118461608887, -0.004065449349582195, 0.020676052197813988, -0.060264769941568375, -0.0478842556476593, 0.09839435666799545, -0.06130504235625267, 0.12208222597837448, 0.004057085141539574, 0.01594383642077446, -0.10362856835126877, -0.048314861953258514, -0.04328322783112526, 0.05154227837920189, -0.07548051327466965, -0.10070807486772537, -0.043625857681035995, 0.08841723203659058, 0.07005169242620468, -0.03383097052574158, 0.00549331633374095, -0.07189501076936722, 0.10019614547491074, 0.17795267701148987, 0.17573626339435577, 0.009926567785441875, -0.07241068035364151, 0.01677953451871872, -0.04142116755247116, 0.044231921434402466, -0.2513144314289093, 0.03756171092391014, 0.06098250672221184, 0.029438555240631104, 0.09217222779989243, -0.020435843616724014, -0.1820858269929886, -0.04050002992153168, 0.08094815909862518, -0.05452597141265869, -0.22617179155349731, -0.019085140898823738, 0.0954197570681572, -0.2020406424999237, -0.007372708059847355, 0.03995226323604584, -0.048725228756666183, -0.023169852793216705, 0.00010950004070764408, 0.06317184865474701, 0.002471912419423461, 0.09773622453212738, 0.0735151618719101, 0.09715340286493301, -0.08337292820215225, 0.10562895983457565, 0.10150538384914398, -0.09572599828243256, 0.03605884686112404, 0.06754924356937408, -0.05300498008728027, -0.043293699622154236, 0.03665391728281975, 0.033023297786712646, 0.005234600510448217, -0.060321882367134094, 0.013913018628954887, -0.036497246474027634, 0.044923391193151474, 0.08326134830713272, 0.03754979372024536, -0.013354414142668247, 0.06462216377258301, 0.03401726484298706, -0.10898099094629288, 0.10366570204496384, 0.01731540448963642, 0.04105307161808014, -0.08384523540735245, -0.019968897104263306, 0.035425446927547455, 0.030576206743717194, -0.01765924133360386, -0.02306121215224266, -0.02860277332365513, -0.01614218018949032, -0.14299540221691132, -0.023106401786208153, -0.07243485748767853, 0.006181265693157911, 0.014656842686235905, -0.031884219497442245, -0.011233693920075893, 0.02475680410861969, -0.06979699432849884, -0.07426341623067856, -0.006949664559215307, 0.09833318740129471, -0.15115703642368317, 0.008848577737808228, 0.06907843053340912, -0.11088496446609497, 0.08190931379795074, -0.008411259390413761, 0.016245156526565552, 0.022527478635311127, -0.15448406338691711, 0.05601610988378525, 0.0008648968650959432, 0.01916889287531376, 0.025886621326208115, -0.16471809148788452, 0.004104440100491047, -0.04661374166607857, -0.02149827405810356, -0.00004464812809601426, -0.02647159807384014, -0.12325995415449142, 0.06858719140291214, -0.015622655861079693, -0.035931166261434555, -0.02701525390148163, 0.0539589487016201, 0.07888586074113846, -0.027474910020828247, 0.10445091128349304, -0.008690856397151947, 0.04941811040043831, -0.16801609098911285, -0.02470702864229679, -0.04982255399227142, 0.019377702847123146, 0.009884213097393513, -0.007693959400057793, 0.04183054715394974, -0.00976533442735672, 0.21883612871170044, -0.05075952783226967, 0.1607085019350052, 0.05847611650824547, -0.017352959141135216, -0.0007513365126214921, 0.06180921941995621, 0.05997028574347496, 0.04658793285489082, 0.009480604901909828, 0.023740366101264954, -0.022450892254710197, -0.006695089396089315, -0.15932634472846985, 0.01890849508345127, 0.14999441802501678, 0.06301083415746689, 0.024745315313339233, 0.05866100639104843, -0.12775006890296936, -0.12135478109121323, 0.09311001747846603, -0.026755332946777344, 0.00928465835750103, -0.08245618641376495, 0.1358020007610321, 0.14980104565620422, -0.14000412821769714, 0.05256148427724838, -0.06134212389588356, -0.05217423290014267, -0.10388828068971634, -0.12032219022512436, -0.05887215584516525, -0.053666237741708755, 0.002330566756427288, -0.03760887682437897, 0.054546963423490524, 0.03344334661960602, -0.009351172484457493, -0.00022941511997487396, 0.13597318530082703, -0.019751882180571556, -0.0028988157864660025, 0.048313532024621964, 0.03693558648228645, 0.02373051457107067, -0.05275435373187065, 0.02940409444272518, 0.02539868652820587, 0.032232340425252914, 0.06546790152788162, 0.033412106335163116, -0.047448933124542236, 0.03804153576493263, -0.0025254099164158106, -0.11207924783229828, 0.019641218706965446, -0.00460948096588254, -0.0742158442735672, 0.1268945336341858, 0.0407399944961071, 0.010224059224128723, -0.03741471841931343, 0.24361543357372284, -0.06653323769569397, -0.06378097087144852, -0.13251738250255585, 0.10491154342889786, -0.0027236645109951496, 0.06476365029811859, 0.023412218317389488, -0.1284150779247284, 0.005243356805294752, 0.13858191668987274, 0.12181595712900162, 0.0045748427510261536, 0.009228081442415714, 0.0518609918653965, 0.0025186820421367884, -0.06998204439878464, 0.054019294679164886, 0.06992026418447495, 0.12919506430625916, -0.07847554981708527, 0.07680778950452805, 0.0006860480643808842, -0.08370215445756912, -0.02947772853076458, 0.11312682181596756, -0.0409729965031147, 0.03491825982928276, -0.047444481402635574, 0.10916327685117722, -0.05787910893559456, -0.29412412643432617, 0.02350960113108158, -0.09588567912578583, -0.15202060341835022, -0.018367812037467957, 0.05944539234042168, -0.02624768204987049, 0.018029648810625076, 0.06971040368080139, -0.06011629104614258, 0.20098382234573364, 0.0335683599114418, -0.07864278554916382, -0.0664360448718071, 0.04837050288915634, -0.06564252078533173, 0.2949807047843933, 0.008418165147304535, 0.02863333560526371, 0.10770907253026962, -0.03253700211644173, -0.18271861970424652, 0.010723991319537163, 0.1133992001414299, -0.08056149631738663, 0.08200647681951523, 0.19000613689422607, -0.012578671798110008, 0.1209007054567337, 0.05294662341475487, -0.047376248985528946, 0.04217283055186272, -0.03389401361346245, -0.051268599927425385, -0.10752558708190918, 0.058453381061553955, -0.05909625440835953, 0.15447644889354706, 0.10152646154165268, -0.05671518296003342, -0.004550917539745569, -0.05555408447980881, 0.04875178262591362, 0.01804669201374054, 0.12263146042823792, 0.02951994352042675, -0.1865430772304535, 0.032826557755470276, -0.01144319772720337, 0.10186848044395447, -0.25588861107826233, -0.08421015739440918, 0.08833149075508118, -0.011924264021217823, -0.05105875805020332, 0.10560628771781921, 0.057650718837976456, 0.04243382066488266, -0.043439045548439026, -0.10480839014053345, -0.02186836116015911, 0.14663739502429962, -0.1469624787569046, -0.025013303384184837 ]

[ "transformers", "tensorboard", "safetensors", "vit", "image-classification", "generated_from_trainer", "dataset:imagefolder", "base_model:google/vit-base-patch16-224-in21k", "license:apache-2.0", "model-index", "autotrain_compatible", "endpoints_compatible", "region:us" ]

[]

[]

[ "### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 2e-05\n* train\\_batch\\_size: 8\n* eval\\_batch\\_size: 8\n* seed: 42\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: linear\n* num\\_epochs: 3", "### Training results", "### Framework versions\n\n\n* Transformers 4.37.2\n* Pytorch 2.1.0+cu121\n* Datasets 2.17.0\n* Tokenizers 0.15.2" ]

[ "TAGS\n#transformers #tensorboard #safetensors #vit #image-classification #generated_from_trainer #dataset-imagefolder #base_model-google/vit-base-patch16-224-in21k #license-apache-2.0 #model-index #autotrain_compatible #endpoints_compatible #region-us \n", "### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 2e-05\n* train\\_batch\\_size: 8\n* eval\\_batch\\_size: 8\n* seed: 42\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: linear\n* num\\_epochs: 3", "### Training results", "### Framework versions\n\n\n* Transformers 4.37.2\n* Pytorch 2.1.0+cu121\n* Datasets 2.17.0\n* Tokenizers 0.15.2" ]

[ 86, 98, 4, 33 ]

[ "passage: TAGS\n#transformers #tensorboard #safetensors #vit #image-classification #generated_from_trainer #dataset-imagefolder #base_model-google/vit-base-patch16-224-in21k #license-apache-2.0 #model-index #autotrain_compatible #endpoints_compatible #region-us \n### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 2e-05\n* train\\_batch\\_size: 8\n* eval\\_batch\\_size: 8\n* seed: 42\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: linear\n* num\\_epochs: 3### Training results### Framework versions\n\n\n* Transformers 4.37.2\n* Pytorch 2.1.0+cu121\n* Datasets 2.17.0\n* Tokenizers 0.15.2" ]

[ -0.11571133136749268, 0.13806751370429993, -0.0027106383349746466, 0.12057385593652725, 0.1374966949224472, 0.005866543389856815, 0.13929994404315948, 0.14340752363204956, -0.06965865939855576, 0.07843729108572006, 0.1462288647890091, 0.12996748089790344, 0.03243245184421539, 0.184904083609581, -0.049064818769693375, -0.22803327441215515, 0.028531763702630997, 0.046504780650138855, -0.043870966881513596, 0.12038763612508774, 0.08848074078559875, -0.1364278644323349, 0.1175694540143013, 0.023286674171686172, -0.1985860913991928, -0.007963723503053188, 0.029861541464924812, -0.05856475606560707, 0.11485901474952698, 0.03650667518377304, 0.08971203118562698, 0.031443167477846146, 0.053738273680210114, -0.15291368961334229, 0.010172632522881031, 0.07582809776067734, -0.01047480758279562, 0.09535406529903412, 0.05574943870306015, 0.012186023406684399, 0.01847085915505886, -0.09141754359006882, 0.04071318730711937, 0.02543114498257637, -0.11015873402357101, -0.2308264821767807, -0.08738406002521515, 0.06128212809562683, 0.07872042059898376, 0.07004614919424057, -0.000448680977569893, 0.14523842930793762, -0.006539825350046158, 0.0967899039387703, 0.2324870228767395, -0.27663904428482056, -0.07619766891002655, 0.03798545151948929, 0.019059356302022934, 0.08034199476242065, -0.10079439729452133, 0.01422171387821436, 0.0559532567858696, 0.015696190297603607, 0.149171382188797, -0.0063041760586202145, -0.01265935692936182, -0.025766540318727493, -0.12408210337162018, -0.0638325959444046, 0.19089265167713165, 0.08868884295225143, -0.04856325685977936, -0.08086595684289932, -0.07953245937824249, -0.13760453462600708, -0.045207444578409195, -0.01146774273365736, 0.05603780597448349, -0.033636704087257385, -0.06565505266189575, -0.0392000712454319, -0.09953603893518448, -0.06960534304380417, -0.015756851062178612, 0.09542177617549896, 0.053764648735523224, 0.015842817723751068, -0.01936628855764866, 0.0838070884346962, -0.0405222550034523, -0.14521753787994385, -0.011030206456780434, 0.015151030384004116, 0.025910958647727966, -0.029197564348578453, -0.02369612082839012, -0.11228416115045547, 0.019890071824193, 0.10747065395116806, -0.06892309337854385, 0.058921508491039276, -0.023205682635307312, 0.05355280637741089, -0.11331050097942352, 0.1913926899433136, -0.04453928396105766, 0.013355477713048458, 0.03801186382770538, 0.10504668205976486, 0.05307629331946373, -0.004439004696905613, -0.1089124009013176, 0.0159009899944067, 0.12042757123708725, 0.0064572230912745, -0.033417362719774246, 0.0784485936164856, -0.06261160969734192, -0.031794097274541855, 0.07877622544765472, -0.08533722907304764, 0.028462782502174377, -0.005211307667195797, -0.05430018901824951, -0.05326007306575775, 0.0475761704146862, -0.009085223078727722, -0.013060135766863823, 0.03886203095316887, -0.09661255031824112, 0.013256536796689034, -0.06667882204055786, -0.10568531602621078, 0.015269981697201729, -0.11642128229141235, 0.013196706771850586, -0.12511655688285828, -0.13663195073604584, -0.010503523051738739, 0.061159055680036545, -0.030455615371465683, -0.05003466457128525, -0.040464431047439575, -0.07921303808689117, 0.026820849627256393, 0.0022627476137131453, 0.04321138560771942, -0.05838165059685707, 0.08749888092279434, 0.041498105973005295, 0.07681696116924286, -0.027321884408593178, 0.04389725998044014, -0.08454287052154541, 0.056952036917209625, -0.20284929871559143, 0.03388841822743416, -0.0569252073764801, 0.08127851784229279, -0.11945965886116028, -0.08750274777412415, 0.001806421671062708, -0.02088271826505661, 0.06326570361852646, 0.10688406974077225, -0.14289499819278717, -0.0558508075773716, 0.17037492990493774, -0.10455374419689178, -0.1560964733362198, 0.11393111199140549, -0.02819257602095604, 0.028177132830023766, 0.055756743997335434, 0.1961948126554489, 0.08297821134328842, -0.10945188254117966, -0.0070023429580032825, -0.03088432364165783, 0.03726617246866226, -0.052928339689970016, 0.07799919694662094, -0.0019693055655807257, -0.00727822445333004, 0.02240789122879505, -0.0957481861114502, 0.06090950220823288, -0.07113421708345413, -0.08516106009483337, -0.06364750117063522, -0.08585513383150101, 0.04435746371746063, 0.05797693133354187, 0.06436410546302795, -0.10208723694086075, -0.09076958149671555, 0.02814864180982113, 0.08136196434497833, -0.0946260616183281, 0.020518528297543526, -0.08401436358690262, 0.11243809759616852, -0.10594213753938675, -0.0012076952261850238, -0.13202272355556488, -0.03267093375325203, 0.05044573172926903, -0.061348386108875275, -0.011028730310499668, -0.03552255779504776, 0.07385306805372238, 0.061387404799461365, -0.06550083309412003, -0.07365409284830093, -0.04062364250421524, -0.0025358309503644705, -0.09983722865581512, -0.19152621924877167, -0.025310013443231583, -0.02750506065785885, 0.10356025397777557, -0.21611972153186798, 0.04109751433134079, 0.055591922253370285, 0.10377930104732513, 0.06174309179186821, -0.031118135899305344, 0.0007003144710324705, 0.018859749659895897, -0.04111219942569733, -0.0891280397772789, 0.06467255204916, 0.014209464192390442, -0.07141389697790146, 0.008691823109984398, -0.10168502479791641, 0.17509561777114868, 0.12919726967811584, -0.030985914170742035, -0.05892828479409218, -0.007269924972206354, -0.043571315705776215, -0.03470988944172859, -0.034939344972372055, 0.0071222963742911816, 0.08268209546804428, -0.006840210873633623, 0.16065284609794617, -0.1049208790063858, -0.02365751378238201, 0.057604264467954636, -0.029965968802571297, -0.04024969041347504, 0.08320368081331253, 0.06775917857885361, -0.13802294433116913, 0.14402548968791962, 0.17104828357696533, -0.0662200003862381, 0.1256924867630005, -0.044227611273527145, -0.06015361100435257, -0.02266376093029976, 0.04011167585849762, 0.03331930935382843, 0.1301247775554657, -0.11750023812055588, -0.012022421695291996, 0.022779742255806923, 0.006541309878230095, -0.0064923581667244434, -0.20210760831832886, -0.00922915618866682, 0.03825683519244194, -0.061999887228012085, 0.028418514877557755, -0.005759693682193756, -0.02181827649474144, 0.08515608310699463, 0.010336115024983883, -0.04454721882939339, 0.04790152236819267, 0.008894598111510277, -0.07247411459684372, 0.19247204065322876, -0.08445531129837036, -0.2188272327184677, -0.13303127884864807, -0.02395263873040676, -0.08052618056535721, 0.022128796204924583, 0.06007368117570877, -0.09067637473344803, -0.05489267781376839, -0.10949244350194931, -0.020407352596521378, 0.030636031180620193, 0.04091643914580345, 0.04093365743756294, -0.00007216682570287958, 0.1320701241493225, -0.09764542430639267, -0.00974226463586092, -0.009632786735892296, -0.0261418167501688, 0.04842272773385048, 0.01594318263232708, 0.11944332718849182, 0.08748135715723038, -0.025518491864204407, 0.03562624379992485, -0.022890646010637283, 0.2340150773525238, -0.07139438390731812, -0.0013100948417559266, 0.15338893234729767, 0.016191106289625168, 0.06963246315717697, 0.13236792385578156, 0.036256831139326096, -0.10103068500757217, 0.008379681035876274, 0.02096051536500454, -0.027828942984342575, -0.18424645066261292, -0.017275633290410042, -0.03924528881907463, -0.0009457808337174356, 0.15202246606349945, 0.057638075202703476, 0.05618678033351898, 0.09271615743637085, 0.0019471464911475778, 0.08521543443202972, -0.002110951580107212, 0.08852526545524597, 0.10528112947940826, 0.04624885693192482, 0.11052916944026947, -0.0434015691280365, -0.02485477179288864, 0.03457260504364967, 0.01956879533827305, 0.22100472450256348, -0.0016782277962192893, 0.1658031940460205, 0.04789800941944122, 0.19162659347057343, 0.017618652433156967, 0.053525410592556, -0.021919449791312218, -0.026089582592248917, -0.010985706932842731, -0.05412697046995163, -0.022537458688020706, 0.037914738059043884, -0.04568903520703316, 0.0660472959280014, -0.09501487016677856, 0.04408698529005051, 0.06348525732755661, 0.2661384642124176, 0.04245492443442345, -0.3793756663799286, -0.09355348348617554, -0.0021765902638435364, -0.013259604573249817, -0.06182540953159332, 0.003542165271937847, 0.1494186967611313, -0.06269800662994385, 0.06232920661568642, -0.10272349417209625, 0.07986907660961151, -0.051692113280296326, 0.021533820778131485, 0.07818601280450821, 0.08309032768011093, 0.01075783185660839, 0.05719447508454323, -0.2463078498840332, 0.2541496157646179, 0.013965129852294922, 0.06354650855064392, -0.04695679619908333, 0.012541482225060463, 0.03615414723753929, 0.10681818425655365, 0.11013676971197128, -0.006042545661330223, -0.018233472481369972, -0.17470687627792358, -0.09065689891576767, 0.008979015983641148, 0.07377519458532333, -0.0443962961435318, 0.08187270164489746, -0.03236232325434685, -0.02268524281680584, 0.0495496466755867, -0.0002555535756982863, -0.08864690363407135, -0.09498942643404007, -0.0062432801350951195, 0.041362132877111435, 0.015404677018523216, -0.09716357290744781, -0.09793227165937424, -0.10101854801177979, 0.13861989974975586, -0.0163795854896307, -0.040154699236154556, -0.1182141974568367, 0.08329670131206512, 0.05691291019320488, -0.09350599348545074, 0.0775289461016655, -0.026813477277755737, 0.13905498385429382, 0.031226692721247673, -0.06350380927324295, 0.10879233479499817, -0.05901319533586502, -0.17644424736499786, -0.04744544252753258, 0.10645957291126251, -0.018976382911205292, 0.025802558287978172, 0.003921076189726591, 0.02794594317674637, -0.0067570023238658905, -0.059502143412828445, 0.05844498425722122, 0.021877264603972435, 0.058940134942531586, -0.012595701962709427, -0.020391661673784256, 0.010047465562820435, -0.0633910596370697, -0.028783248737454414, 0.13769187033176422, 0.2472216635942459, -0.09778958559036255, 0.010813795030117035, 0.01787065714597702, -0.05220939964056015, -0.19804136455059052, 0.045635443180799484, 0.06513861566781998, 0.0004783999756909907, 0.0357760414481163, -0.14994433522224426, 0.06852114200592041, 0.08241536468267441, -0.030766518786549568, 0.09096480906009674, -0.26864683628082275, -0.13197855651378632, 0.07595131546258926, 0.1832927018404007, 0.06702403724193573, -0.1443740576505661, -0.05434291809797287, -0.012873043306171894, -0.09486393630504608, 0.09413257241249084, -0.06330253183841705, 0.10459378361701965, -0.030307210981845856, 0.0015752117615193129, 0.006039818283170462, -0.05801348760724068, 0.1321360021829605, -0.03610003739595413, 0.10219012200832367, -0.0594354122877121, -0.010318422690033913, 0.0751749724149704, -0.08082668483257294, 0.061312559992074966, -0.09178877621889114, 0.06148207560181618, -0.06475041061639786, -0.01511470414698124, -0.07088133692741394, 0.031591251492500305, -0.01775507628917694, -0.025311164557933807, -0.05068294703960419, 0.024135325103998184, 0.0541105754673481, 0.00019956965115852654, 0.20345377922058105, 0.04656653851270676, 0.0909818634390831, 0.14302325248718262, 0.04609980806708336, -0.07937031984329224, -0.09783726930618286, -0.0305726770311594, -0.028639089316129684, 0.08505989611148834, -0.1827480047941208, 0.05275702476501465, 0.09640111774206161, 0.007353998254984617, 0.1448083072900772, 0.04775208979845047, -0.033419206738471985, 0.024399595335125923, 0.07313703000545502, -0.1541828066110611, -0.1567513346672058, -0.029678527265787125, -0.015232821926474571, -0.11788111925125122, 0.06305286288261414, 0.11458267271518707, -0.08307886868715286, 0.005025187041610479, -0.007227522786706686, 0.01679636351764202, -0.0050527858547866344, 0.15974591672420502, 0.07876765727996826, 0.04298483952879906, -0.08889927715063095, 0.09937496483325958, 0.048093151301145554, -0.10548564046621323, 0.023792611435055733, 0.027027925476431847, -0.10511624813079834, -0.037971172481775284, 0.06437839567661285, 0.13765659928321838, -0.00113124109338969, -0.05230381712317467, -0.14490126073360443, -0.09292055666446686, 0.05470293015241623, 0.12010086327791214, 0.09304730594158173, 0.016648167744278908, -0.012400120496749878, -0.0011451066238805652, -0.10159780830144882, 0.11610753834247589, 0.031018424779176712, 0.09718000143766403, -0.22061727941036224, 0.05707114562392235, 0.018278686329722404, 0.03407860919833183, -0.019675489515066147, 0.029028965160250664, -0.09759238362312317, -0.01535513810813427, -0.06814323365688324, 0.04254209250211716, -0.037606220692396164, 0.0043312362395226955, -0.005712290294468403, -0.06927704066038132, -0.062380433082580566, 0.039823196828365326, -0.10095030069351196, -0.04613134264945984, 0.033703915774822235, 0.06910981237888336, -0.10044373571872711, -0.0293352622538805, 0.02462802827358246, -0.08102809637784958, 0.08106312900781631, 0.01169948372989893, -0.00038672308437526226, 0.024408986791968346, -0.09856220334768295, 0.007254872936755419, 0.08578778803348541, 0.003336292691528797, 0.029483554884791374, -0.10004580765962601, 0.005647049751132727, 0.0008469657623209059, -0.0001280542346648872, -0.005870323162525892, 0.11133155226707458, -0.13172344863414764, -0.024044495075941086, -0.03955480828881264, -0.03391054645180702, -0.058807373046875, 0.06416364759206772, 0.08475660532712936, 0.0001574202033225447, 0.20175151526927948, -0.08874643594026566, 0.0010862881317734718, -0.22142818570137024, 0.005224767606705427, -0.003808567300438881, -0.1324142962694168, -0.12150213867425919, -0.026404673233628273, 0.05253000929951668, -0.07252269238233566, 0.09431201964616776, 0.011941027827560902, 0.007174716331064701, 0.03570852428674698, -0.004805506207048893, 0.0022354875691235065, 0.02615123614668846, 0.18583889305591583, -0.007269472349435091, -0.021774878725409508, 0.07229245454072952, 0.01597273163497448, 0.11615919321775436, 0.08278049528598785, 0.10351269692182541, 0.16177596151828766, -0.04167415201663971, 0.10652849078178406, 0.04995771124958992, -0.01974315568804741, -0.17590269446372986, 0.09825775027275085, -0.07408566027879715, 0.1446101814508438, -0.012660166248679161, 0.1636432409286499, 0.12308613210916519, -0.15989457070827484, 0.023620672523975372, -0.02909610979259014, -0.07265239208936691, -0.07303212583065033, -0.14496561884880066, -0.11906406283378601, -0.185164675116539, 0.014640303328633308, -0.09724006801843643, 0.0077226897701621056, 0.0744105651974678, -0.008131129667162895, -0.02075951173901558, 0.2000775933265686, 0.04580605775117874, -0.00283416616730392, 0.06980204582214355, 0.0022095728199929, -0.06637142598628998, -0.05426071584224701, -0.0842263326048851, 0.03701779246330261, -0.006838307715952396, 0.03457994759082794, -0.027846187353134155, -0.004830218851566315, 0.04747052118182182, -0.0008335324237123132, -0.11128446459770203, 0.017144959419965744, 0.015278307721018791, 0.011677879840135574, 0.002330218441784382, 0.007506111636757851, 0.005689313169568777, -0.008783268742263317, 0.18456730246543884, -0.0577167384326458, -0.008489817380905151, -0.11791563034057617, 0.13135607540607452, 0.02861764095723629, -0.013991919346153736, 0.027626939117908478, -0.08005773276090622, 0.02382855862379074, 0.21554692089557648, 0.14763662219047546, -0.022635411471128464, -0.000005351454547053436, -0.006837128195911646, -0.01953889988362789, -0.030246691778302193, 0.09536933153867722, 0.09283588081598282, -0.04224864020943642, -0.05364224687218666, -0.024443848058581352, -0.04603074863553047, -0.014360065571963787, -0.03817034140229225, 0.039471182972192764, 0.016046639531850815, 0.017218586057424545, -0.0654534101486206, 0.04316852614283562, 0.01995842531323433, -0.07021690160036087, 0.08828124403953552, -0.19724072515964508, -0.13978278636932373, -0.029295917600393295, 0.10320408642292023, -0.008307419717311859, 0.030751580372452736, -0.023311566561460495, 0.015207529067993164, 0.06927724182605743, -0.02309519052505493, -0.08329281955957413, -0.09469188004732132, 0.05090475454926491, -0.13169357180595398, 0.24792222678661346, -0.03261237218976021, 0.006385131739079952, 0.11184865236282349, 0.018883302807807922, -0.11755429953336716, 0.05166678875684738, 0.02573988027870655, -0.03775250166654587, 0.02290557511150837, 0.11164504289627075, -0.021930357441306114, 0.1110384613275528, 0.03815744072198868, -0.08752433955669403, -0.018210601061582565, -0.05668029189109802, -0.04259020835161209, -0.055143944919109344, -0.025626130402088165, -0.06907851248979568, 0.12476817518472672, 0.17105770111083984, -0.042618393898010254, -0.02628025971353054, -0.06188998743891716, 0.03788069263100624, 0.08914672583341599, 0.015567967668175697, -0.013562922365963459, -0.2256564348936081, 0.01637648046016693, 0.02081485092639923, -0.004308260045945644, -0.21347971260547638, -0.11210839450359344, -0.015121646225452423, -0.052780307829380035, -0.08889079093933105, 0.08821361511945724, 0.11351370811462402, 0.049001481384038925, -0.06100287660956383, -0.0471053346991539, -0.06924355775117874, 0.16060836613178253, -0.12569919228553772, -0.08732418715953827 ]

[ "safetensors", "lora", "qlora", "adapter", "license:other", "region:us" ]

[]

[]

[]

[ "TAGS\n#safetensors #lora #qlora #adapter #license-other #region-us \n" ]

[ 24 ]

[ "passage: TAGS\n#safetensors #lora #qlora #adapter #license-other #region-us \n" ]

[ -0.04188244789838791, 0.10993100702762604, -0.011715793050825596, -0.012988188304007053, 0.06372804939746857, -0.0030856006778776646, 0.143648162484169, 0.046178724616765976, 0.16372747719287872, -0.018060222268104553, 0.10875475406646729, 0.13807760179042816, -0.041244108229875565, -0.025532102212309837, -0.021420663222670555, -0.12010933458805084, 0.08175952732563019, -0.07350771874189377, 0.0046075270511209965, 0.08085362613201141, 0.024802645668387413, -0.07045521587133408, 0.04195490479469299, -0.03332921490073204, 0.03919666260480881, 0.04399446025490761, 0.032255060970783234, -0.09184569865465164, 0.15316739678382874, 0.06841418892145157, 0.16328787803649902, 0.09223879873752594, 0.03601023927330971, -0.23782065510749817, 0.03428041562438011, -0.0644262284040451, -0.10712582617998123, -0.0031734462827444077, 0.05530716851353645, -0.09078413993120193, -0.006806299090385437, 0.026479052379727364, 0.00014965129958000034, 0.054744236171245575, -0.18599306046962738, -0.27861231565475464, -0.055615611374378204, -0.03864952549338341, 0.060637593269348145, 0.04681875929236412, 0.05281907320022583, 0.17342577874660492, -0.186599463224411, 0.006868653930723667, 0.11004827916622162, -0.33273354172706604, 0.039432816207408905, 0.05966487154364586, 0.10012960433959961, 0.038746144622564316, -0.008793653920292854, 0.1153617724776268, 0.037014298141002655, -0.06642553955316544, -0.08136212080717087, -0.07532753050327301, -0.0214101430028677, 0.0793285146355629, -0.04426059126853943, -0.02788197435438633, 0.1907719522714615, 0.022969884797930717, -0.01898859813809395, 0.06359546631574631, -0.0190594345331192, 0.08664648979902267, 0.02297898754477501, 0.02078613080084324, 0.027012888342142105, 0.10335768759250641, 0.10562684386968613, 0.03440479561686516, -0.1344001442193985, 0.025950172916054726, -0.22720322012901306, 0.18701784312725067, 0.02506796084344387, 0.08500503748655319, -0.15248923003673553, 0.019502460956573486, -0.03977704048156738, -0.021002640947699547, -0.03731049224734306, -0.058560244739055634, 0.06142065301537514, 0.008954421617090702, 0.045198358595371246, 0.05397968366742134, 0.1663510948419571, 0.13133899867534637, 0.01575445756316185, -0.012970571406185627, -0.03347941115498543, 0.14605936408042908, -0.03980521485209465, 0.04178715869784355, 0.08908402174711227, 0.07560651749372482, 0.03461885079741478, -0.09741326421499252, 0.04166689142584801, -0.00795390922576189, -0.09109098464250565, -0.0158969946205616, -0.1273844987154007, 0.23589543998241425, -0.035814493894577026, 0.004457003436982632, -0.07251196354627609, 0.09504739195108414, 0.039516907185316086, -0.029589559882879257, -0.054247643798589706, 0.007122498471289873, 0.04494178667664528, -0.0629517212510109, -0.027804961428046227, 0.009939536452293396, 0.1092502549290657, 0.058438319712877274, -0.09481394290924072, -0.03766080364584923, 0.021819090470671654, 0.03827808424830437, 0.05359887331724167, 0.027455629780888557, 0.10316462069749832, -0.1787503957748413, -0.103627048432827, 0.029292766004800797, 0.006522770505398512, 0.013184575363993645, 0.06031646579504013, 0.012558979913592339, 0.026201648637652397, -0.06763897091150284, -0.0682910606265068, -0.13133713603019714, -0.08902425318956375, 0.12906326353549957, -0.020531391724944115, -0.026039648801088333, -0.17766202986240387, -0.04865552857518196, -0.10524804145097733, 0.09098691493272781, 0.03699135035276413, -0.08733917772769928, -0.08029917627573013, 0.15370741486549377, -0.03322627767920494, 0.024781180545687675, -0.08663667738437653, 0.03347228094935417, -0.07721364498138428, 0.12233167141675949, -0.12126334756612778, -0.033434152603149414, 0.24303768575191498, -0.130558580160141, -0.12492877244949341, -0.00985644944012165, 0.0034985248930752277, 0.07430052012205124, 0.10080405324697495, 0.2507966458797455, -0.02757417783141136, -0.19434593617916107, 0.048326581716537476, 0.13552187383174896, -0.20843131840229034, -0.15268923342227936, 0.09266487509012222, -0.06707631051540375, -0.06970075517892838, 0.042358096688985825, -0.015490533784031868, 0.12979021668434143, -0.05102891847491264, -0.06919100135564804, 0.029038699343800545, -0.03459455445408821, 0.0020345631055533886, -0.0016779534053057432, 0.005499881226569414, -0.05782822519540787, 0.015893716365098953, -0.09161914885044098, 0.03221504017710686, 0.10165387392044067, -0.02187814749777317, -0.11417293548583984, 0.04471750929951668, 0.07813199609518051, -0.030586421489715576, -0.013651828281581402, -0.15934790670871735, -0.023006606847047806, -0.01747627928853035, 0.03220418840646744, 0.11199061572551727, 0.05073348805308342, -0.017474960535764694, 0.012310435995459557, -0.03567355126142502, 0.10041477531194687, 0.044491153210401535, 0.02871684730052948, -0.07905839383602142, 0.05892099812626839, -0.03255839645862579, 0.008750030770897865, -0.1204327866435051, 0.00636874558404088, 0.15433798730373383, -0.013247230090200901, 0.01165101956576109, 0.08427663892507553, -0.021194512024521828, 0.002003439934924245, 0.017995432019233704, 0.008459453471004963, 0.12807738780975342, -0.03006380796432495, -0.10730262100696564, 0.18495289981365204, -0.10167264193296432, 0.3313939869403839, 0.1119908019900322, -0.04330119863152504, 0.015574941411614418, -0.09535142034292221, -0.016909297555685043, 0.032546885311603546, 0.06835293024778366, 0.05548610910773277, -0.03238486126065254, 0.010742634534835815, 0.04765002802014351, -0.025792298838496208, -0.00915845762938261, -0.016511689871549606, -0.047130174934864044, -0.08175041526556015, 0.09278905391693115, 0.13103239238262177, -0.10639730840921402, 0.09107083827257156, 0.3382723033428192, 0.14046435058116913, 0.14092274010181427, -0.11182831227779388, 0.0004649545589927584, -0.03266318887472153, 0.10716736316680908, 0.02097214385867119, 0.14656686782836914, 0.0032971797045320272, 0.0008263039635494351, 0.011320126242935658, -0.03634531423449516, -0.009840480051934719, -0.12635943293571472, -0.1957177072763443, -0.009913722053170204, -0.01537962444126606, -0.08872854709625244, 0.09408817440271378, -0.06588109582662582, 0.06767898797988892, -0.01907484233379364, -0.12552019953727722, 0.08623500913381577, -0.03110605850815773, -0.022928884252905846, 0.11844269931316376, -0.07892138510942459, -0.15073147416114807, -0.10118091106414795, -0.08527293056249619, 0.0641825720667839, -0.004052566830068827, 0.0720284953713417, -0.08250162750482559, -0.05079664662480354, 0.07334733009338379, 0.015471106395125389, -0.08186833560466766, -0.0009079804294742644, -0.06293903291225433, 0.133873850107193, -0.026791080832481384, -0.10105184465646744, -0.04466354846954346, -0.05874335765838623, -0.12160374969244003, 0.08726179599761963, -0.04938511177897453, 0.08653520047664642, 0.07555850595235825, 0.03789081051945686, 0.040446244180202484, -0.05465393513441086, 0.1789771467447281, -0.07659603655338287, -0.051015470176935196, 0.13907483220100403, -0.04341306909918785, 0.04636149853467941, 0.23044654726982117, 0.11817755550146103, -0.12016863375902176, -0.01925620809197426, -0.028220903128385544, -0.11391066014766693, -0.1735348403453827, -0.06107092648744583, -0.03405032679438591, 0.0750301405787468, -0.07162327319383621, 0.08077280223369598, 0.014715658500790596, 0.062058333307504654, 0.07338806241750717, -0.18363989889621735, 0.009657413698732853, 0.0223760437220335, 0.17758424580097198, -0.03531511500477791, 0.0335690937936306, -0.0967465490102768, -0.08838192373514175, 0.08998440206050873, 0.13544388115406036, 0.11649958044290543, 0.20152641832828522, -0.023726310580968857, 0.1827957183122635, 0.14453503489494324, 0.1516827791929245, 0.014578604139387608, 0.03033675067126751, -0.04369032010436058, -0.019806990399956703, -0.027926599606871605, -0.014605088159441948, -0.003996930085122585, -0.04674238711595535, -0.09987299889326096, -0.01061229221522808, -0.1513976901769638, 0.02734064869582653, -0.038968104869127274, -0.0034641933161765337, 0.0056681870482862, 0.11699891835451126, 0.07532984763383865, 0.030774986371397972, 0.02475464716553688, 0.12549279630184174, -0.0027222426142543554, -0.0709829181432724, 0.01678437925875187, 0.031259749084711075, 0.02209573984146118, 0.0481337308883667, 0.08261597901582718, -0.14118368923664093, -0.14309155941009521, 0.028231510892510414, 0.11572884768247604, -0.1450847089290619, 0.30247730016708374, 0.03753652796149254, -0.03220951929688454, -0.009006449952721596, -0.0932278111577034, 0.0014449378941208124, 0.20115289092063904, 0.2019922435283661, 0.026083244010806084, -0.0996503084897995, -0.18175318837165833, -0.004913657903671265, 0.06881928443908691, 0.03346673771739006, 0.032661814242601395, -0.053528476506471634, -0.058256182819604874, 0.027402834966778755, 0.007178190629929304, 0.08664344996213913, -0.05801664665341377, -0.12419203668832779, -0.04033172130584717, 0.05735475569963455, 0.06786405295133591, -0.12746994197368622, 0.039903391152620316, -0.07638918608427048, -0.03991898149251938, -0.0930500403046608, -0.018079137429594994, -0.051450543105602264, -0.21461431682109833, 0.04274757578969002, -0.08238248527050018, 0.008512420579791069, -0.034991323947906494, -0.13139648735523224, -0.11040253192186356, -0.12624917924404144, 0.07147587090730667, -0.03829728811979294, -0.013106931932270527, -0.06281717121601105, 0.18132157623767853, -0.04703614488244057, -0.009330366738140583, 0.01348527055233717, -0.001406000112183392, -0.002373872324824333, -0.10436338931322098, -0.0014767454704269767, -0.14097896218299866, 0.0007133888429962099, -0.029265284538269043, -0.11795788258314133, -0.01683199219405651, 0.023466702550649643, -0.10064041614532471, 0.16091220080852509, 0.3746531009674072, -0.03919529914855957, 0.15047717094421387, 0.24752214550971985, -0.07572735846042633, -0.19914495944976807, -0.1747734248638153, -0.21259260177612305, -0.07112235575914383, 0.20285211503505707, -0.1000019907951355, 0.05587556213140488, 0.19910046458244324, -0.07220160961151123, 0.14733044803142548, -0.258230984210968, -0.033318813890218735, 0.1629847139120102, 0.006202607415616512, 0.4442765414714813, -0.16917769610881805, -0.05617580935359001, 0.023792099207639694, -0.0859282985329628, 0.09966219961643219, -0.045958079397678375, 0.023075925186276436, -0.000046842065785313025, -0.038387518376111984, 0.009668199345469475, 0.0051331901922822, 0.2105415165424347, -0.07159052789211273, 0.11460556089878082, -0.08053268492221832, -0.13853423297405243, 0.16048277914524078, 0.012423613108694553, -0.05526083707809448, -0.08327902853488922, -0.010460363700985909, -0.03460419923067093, -0.019367972388863564, -0.054286304861307144, 0.1160363107919693, 0.014007612131536007, -0.0769757404923439, -0.022986361756920815, 0.006218743044883013, -0.05706121772527695, -0.038202907890081406, 0.21058358252048492, -0.07099355757236481, 0.1162770614027977, -0.012458154000341892, 0.05975055322051048, -0.10501766949892044, 0.02289259247481823, -0.0622592568397522, -0.035338062793016434, 0.03823300823569298, -0.053235769271850586, 0.004835133906453848, 0.11143656820058823, -0.024418102577328682, 0.02765391580760479, 0.0459132120013237, -0.006678528618067503, 0.06760420650243759, 0.16474196314811707, -0.05979582667350769, -0.1796826273202896, 0.014065717346966267, 0.07847531139850616, 0.13700486719608307, 0.045990344136953354, 0.04662344604730606, 0.07808233052492142, -0.00007353989349212497, 0.0013341371668502688, -0.003281941870227456, -0.07046611607074738, -0.021632734686136246, 0.061799876391887665, 0.011540825478732586, -0.06993987411260605, 0.07193899899721146, 0.06081857159733772, -0.004827010910958052, -0.06116780266165733, 0.08157249540090561, -0.05930153280496597, -0.05446985736489296, -0.1289958506822586, 0.11283612996339798, -0.1369277536869049, -0.08634219318628311, -0.004709464032202959, -0.10476589947938919, -0.049351830035448074, 0.24601708352565765, 0.022905925288796425, 0.1118132621049881, 0.08344914764165878, -0.052105534821748734, 0.07416880130767822, 0.004287268500775099, -0.13804340362548828, -0.02427060343325138, -0.14871402084827423, -0.05324965715408325, 0.0026841233484447002, 0.10026926547288895, -0.08012982457876205, -0.08829788118600845, -0.2020208090543747, 0.08548978716135025, -0.15176820755004883, -0.0031106960959732533, -0.09606576710939407, 0.01371119637042284, 0.00814575795084238, -0.08646360784769058, -0.032100241631269455, -0.034477319568395615, -0.13865125179290771, 0.07669252902269363, 0.0574793741106987, 0.10298146307468414, -0.05067291483283043, -0.06868552416563034, 0.09246228635311127, 0.031255997717380524, 0.09899003058671951, -0.007604672573506832, -0.005806059576570988, 0.17370975017547607, -0.17443086206912994, -0.001243377337232232, 0.10103302448987961, -0.010347919538617134, 0.01029294915497303, 0.14005312323570251, -0.015812484547495842, 0.03303627297282219, -0.04704324156045914, 0.05980990454554558, -0.0833824872970581, -0.12882421910762787, 0.001888280501589179, 0.09260332584381104, -0.1165882870554924, 0.07228375226259232, -0.13143660128116608, 0.12174727767705917, -0.05031551793217659, 0.12931855022907257, -0.0050172931514680386, -0.003327091922983527, -0.012586690485477448, -0.012542283162474632, 0.0012459264835342765, -0.10129741579294205, -0.023398352786898613, -0.0785570964217186, -0.08023691177368164, -0.04290939122438431, 0.31792792677879333, -0.007053594570606947, -0.0790269523859024, 0.035720985382795334, 0.10530965030193329, -0.005604884121567011, -0.00834377110004425, 0.20769672095775604, 0.07248308509588242, 0.030967628583312035, -0.10248303413391113, 0.009664193727076054, -0.031283795833587646, -0.25687044858932495, -0.025498708710074425, 0.14113160967826843, 0.03676806017756462, -0.027827614918351173, 0.11924289166927338, -0.02517121098935604, 0.07434172183275223, -0.1543407142162323, 0.04715881869196892, -0.06200608238577843, -0.0016490399139001966, 0.02273152396082878, 0.2009497433900833, 0.06545882672071457, 0.016259027644991875, -0.01957351341843605, 0.03271320089697838, -0.1720517873764038, -0.14590966701507568, -0.008152560330927372, -0.008871449157595634, 0.056877534836530685, 0.03621338680386543, -0.01861974038183689, 0.16245754063129425, 0.02041025646030903, -0.0231552105396986, 0.04473122954368591, -0.04992050305008888, -0.052765268832445145, -0.06320472806692123, 0.02531486190855503, 0.025602128356695175, -0.12128501385450363, -0.008593058213591576, -0.05385255068540573, -0.09136460721492767, -0.11937747895717621, 0.019480152055621147, -0.03686918690800667, -0.04095921665430069, -0.18871328234672546, -0.02455473318696022, -0.040913261473178864, 0.10826259106397629, -0.042159419506788254, 0.09276720136404037, -0.005996880121529102, -0.01466959249228239, 0.054385699331760406, 0.15606458485126495, 0.06991203874349594, -0.1283458173274994, 0.06402472406625748, 0.061264071613550186, -0.040118396282196045, 0.11613201349973679, -0.06896158307790756, 0.014591258950531483, 0.06918402761220932, 0.20147459208965302, 0.18293510377407074, -0.07191770523786545, 0.0652608871459961, -0.05845281854271889, 0.02201448380947113, 0.03479207307100296, 0.10044894367456436, 0.016634393483400345, 0.22861333191394806, -0.1169208288192749, 0.0004128536966163665, -0.011427463963627815, 0.10149086266756058, -0.14694558084011078, 0.1082480326294899, -0.019817570224404335, -0.02192218042910099, -0.06844236701726913, 0.09719125181436539, -0.1371288150548935, 0.1383218616247177, 0.0422435961663723, -0.13720504939556122, -0.024078305810689926, -0.07760151475667953, 0.10802825540304184, 0.012725000269711018, 0.02461872436106205, -0.0968499705195427, -0.09503637999296188, -0.10757555067539215, 0.04553442820906639, -0.2985728085041046, -0.16198039054870605, 0.07040350139141083, 0.1741562932729721, 0.21008720993995667, -0.011309986002743244, -0.038291092962026596, 0.02481345646083355, 0.01401730626821518, -0.03365642949938774, 0.15281184017658234, 0.09545823186635971, -0.05637439340353012, -0.11262188851833344, -0.22757533192634583, 0.02646808885037899, 0.0029175099916756153, 0.014949833042919636, 0.0037327620666474104, 0.06290994584560394, 0.0901576355099678, -0.10605169832706451, -0.023534968495368958, 0.08494565635919571, -0.07388602197170258, 0.016003673896193504, -0.03664351627230644, 0.04153253883123398, -0.02554754540324211, -0.04127713665366173, 0.01803545467555523, 0.12335489690303802, -0.1603098064661026, -0.047940872609615326, 0.09067369252443314, -0.023338884115219116, 0.09622425585985184, -0.028224507346749306, -0.06441536545753479, -0.0064164092764258385, -0.08536899834871292, 0.05308585613965988, -0.07847671955823898, 0.029176218435168266, 0.15099181234836578, 0.050491321831941605, 0.03524193912744522, -0.24521377682685852, 0.06344247609376907, -0.018590541556477547, -0.05999532341957092, -0.03302237018942833 ]

[ "transformers", "safetensors", "bert", "question-answering", "generated_from_trainer", "base_model:microsoft/xtremedistil-l6-h384-uncased", "license:mit", "endpoints_compatible", "region:us" ]

[]

[]

[ "# result\n\nThis model is a fine-tuned version of microsoft/xtremedistil-l6-h384-uncased on an unknown dataset.", "## Model description\n\nMore information needed", "## Intended uses & limitations\n\nMore information needed", "## Training and evaluation data\n\nMore information needed", "## Training procedure", "### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 3e-05\n- train_batch_size: 12\n- eval_batch_size: 8\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- num_epochs: 2.0", "### Training results", "### Framework versions\n\n- Transformers 4.38.0.dev0\n- Pytorch 2.1.0+cu121\n- Datasets 2.16.1\n- Tokenizers 0.15.1" ]

[ "TAGS\n#transformers #safetensors #bert #question-answering #generated_from_trainer #base_model-microsoft/xtremedistil-l6-h384-uncased #license-mit #endpoints_compatible #region-us \n", "# result\n\nThis model is a fine-tuned version of microsoft/xtremedistil-l6-h384-uncased on an unknown dataset.", "## Model description\n\nMore information needed", "## Intended uses & limitations\n\nMore information needed", "## Training and evaluation data\n\nMore information needed", "## Training procedure", "### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 3e-05\n- train_batch_size: 12\n- eval_batch_size: 8\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- num_epochs: 2.0", "### Training results", "### Framework versions\n\n- Transformers 4.38.0.dev0\n- Pytorch 2.1.0+cu121\n- Datasets 2.16.1\n- Tokenizers 0.15.1" ]

[ 63, 37, 6, 12, 8, 3, 90, 4, 38 ]

[ "passage: TAGS\n#transformers #safetensors #bert #question-answering #generated_from_trainer #base_model-microsoft/xtremedistil-l6-h384-uncased #license-mit #endpoints_compatible #region-us \n# result\n\nThis model is a fine-tuned version of microsoft/xtremedistil-l6-h384-uncased on an unknown dataset.## Model description\n\nMore information needed## Intended uses & limitations\n\nMore information needed## Training and evaluation data\n\nMore information needed## Training procedure### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 3e-05\n- train_batch_size: 12\n- eval_batch_size: 8\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- num_epochs: 2.0### Training results### Framework versions\n\n- Transformers 4.38.0.dev0\n- Pytorch 2.1.0+cu121\n- Datasets 2.16.1\n- Tokenizers 0.15.1" ]

[ -0.10976540297269821, 0.10160662978887558, -0.0013457767199724913, 0.0681474357843399, 0.150343656539917, 0.022108813747763634, 0.1203070655465126, 0.09745148569345474, -0.10848019272089005, 0.07475991547107697, 0.07840204238891602, 0.061882756650447845, 0.02278783731162548, 0.12218047678470612, -0.05338098481297493, -0.20938827097415924, 0.03718297928571701, -0.013119257055222988, -0.08368586003780365, 0.08559368550777435, 0.08796205371618271, -0.1228419691324234, 0.06447938829660416, 0.015386790968477726, -0.15077000856399536, 0.03131948038935661, -0.01224950235337019, -0.03440935164690018, 0.09082704037427902, 0.017893364652991295, 0.11928535252809525, 0.026978472247719765, 0.13686631619930267, -0.22298552095890045, 0.000797256245277822, 0.08002421259880066, 0.020606236532330513, 0.05336438864469528, 0.03808114677667618, -0.0043951342813670635, 0.08741366118192673, -0.11795011162757874, 0.0833580270409584, 0.03918364271521568, -0.07211639732122421, -0.1766042560338974, -0.1005672737956047, 0.046260204166173935, 0.08665557950735092, 0.11044015735387802, -0.00562248146161437, 0.16290634870529175, -0.0994693785905838, 0.06881735473871231, 0.1913955807685852, -0.2792004644870758, -0.0694795548915863, 0.06324804574251175, 0.047154638916254044, 0.057552047073841095, -0.10687938332557678, -0.010702567175030708, 0.08230553567409515, 0.026812663301825523, 0.07572638243436813, 0.0021416288800537586, -0.04388688504695892, -0.01347874291241169, -0.1363077014684677, -0.0018194497097283602, 0.17398564517498016, 0.07578074187040329, -0.06045536696910858, -0.054580044001340866, -0.04527490213513374, -0.07326489686965942, 0.002961385529488325, -0.05618615448474884, 0.04681688919663429, -0.05717459321022034, -0.07913359254598618, -0.03447890654206276, -0.08524030447006226, -0.07672993093729019, 0.014607703313231468, 0.12444226443767548, 0.050721753388643265, 0.015111812390387058, -0.02840227261185646, 0.10686921328306198, 0.00363215827383101, -0.11030017584562302, -0.03438839316368103, -0.000594216282479465, -0.03995058685541153, -0.054447077214717865, -0.05634375289082527, -0.007337212562561035, 0.013525491580367088, 0.12870264053344727, -0.10007540136575699, 0.05332142114639282, 0.007271021604537964, 0.0065859416499733925, -0.06250662356615067, 0.1056251972913742, -0.05074760690331459, -0.02018977329134941, 0.008262618444859982, 0.12016649544239044, 0.01892518252134323, 0.0048520308919250965, -0.0702441856265068, 0.0008025570423342288, 0.08621738851070404, 0.050394441932439804, -0.08054397255182266, 0.03799837827682495, -0.03972616419196129, -0.006276843603700399, -0.02242642268538475, -0.11617416143417358, 0.0368182472884655, 0.01942092552781105, -0.07683456689119339, -0.042736224830150604, 0.05300441384315491, 0.015496309846639633, -0.007835795171558857, 0.08298056572675705, -0.09260376542806625, 0.0026528225280344486, -0.10455289483070374, -0.0823793113231659, 0.004765492398291826, -0.04180188104510307, -0.006496878806501627, -0.08799736201763153, -0.19229941070079803, -0.04823988676071167, 0.03640074282884598, -0.017573446035385132, 0.009516020305454731, -0.07109065353870392, -0.08073125779628754, -0.006922359112650156, -0.007893660105764866, 0.06261096149682999, -0.04682972654700279, 0.07881660014390945, 0.021295208483934402, 0.03224628418684006, -0.01647353172302246, 0.024417132139205933, -0.09012838453054428, 0.029531821608543396, -0.09090283513069153, 0.043676335364580154, -0.09117939323186874, 0.0412650965154171, -0.06741829216480255, -0.11990735679864883, -0.021185817196965218, 0.0007155686616897583, 0.07165782898664474, 0.11410308629274368, -0.1783432960510254, -0.017696388065814972, 0.17940719425678253, -0.1018032655119896, -0.1269366592168808, 0.07857754826545715, -0.04491886869072914, 0.07241294533014297, 0.060699641704559326, 0.1316700577735901, 0.06810932606458664, -0.1334857940673828, -0.026218341663479805, -0.03411094471812248, 0.06146319955587387, 0.028976017609238625, 0.03961975872516632, -0.02138439379632473, 0.005049645435065031, 0.010636682622134686, -0.07805737853050232, -0.03380512446165085, -0.10722193121910095, -0.08846224844455719, -0.05173617601394653, -0.1150040477514267, 0.03388503938913345, 0.03166689723730087, 0.060582906007766724, -0.09944144636392593, -0.10267235338687897, 0.14993727207183838, 0.12250698357820511, -0.07469121366739273, 0.009177073836326599, -0.08612778037786484, 0.02683844044804573, -0.013958546333014965, -0.03524194657802582, -0.16727755963802338, -0.1262124478816986, 0.01909385807812214, -0.04961661621928215, 0.006554876454174519, 0.030353968963027, 0.05509436875581741, 0.1006801649928093, -0.05795484036207199, -0.03757748007774353, -0.11018896102905273, 0.02413804642856121, -0.08850988745689392, -0.18338413536548615, -0.036765407770872116, -0.016614185646176338, 0.1631081998348236, -0.265433132648468, 0.04528900235891342, -0.022457052022218704, 0.1346277892589569, 0.03242909908294678, -0.05058742314577103, -0.0290352925658226, 0.057268060743808746, -0.0147232785820961, -0.07225662469863892, 0.04393883794546127, -0.000278295308817178, -0.09634862840175629, -0.1007816419005394, -0.16072119772434235, 0.0996781662106514, 0.09070080518722534, 0.01822657883167267, -0.0808102935552597, 0.011724060401320457, -0.06767959892749786, -0.0424053892493248, -0.08060965687036514, -0.011765326373279095, 0.11416330188512802, -0.018033765256404877, 0.11995774507522583, -0.06863720715045929, -0.04200180247426033, -0.0038784209173172712, -0.026025939732789993, 0.001568254316225648, 0.060642458498477936, 0.05077619478106499, -0.12461256235837936, 0.09507033973932266, 0.11174681782722473, -0.07674797624349594, 0.14301840960979462, -0.04861362650990486, -0.0707196295261383, -0.02564849704504013, 0.024307752028107643, 0.005379354581236839, 0.1306902915239334, -0.0749792829155922, 0.03174550086259842, 0.00027416052762418985, 0.03099674917757511, 0.03933895379304886, -0.2093096524477005, -0.019227998331189156, 0.013369561173021793, -0.04022029787302017, -0.059793248772621155, -0.01982365921139717, 0.01886872947216034, 0.07442186027765274, 0.0008239153539761901, -0.0009802572894841433, 0.029396740719676018, -0.01743982546031475, -0.108225978910923, 0.19360396265983582, -0.12723441421985626, -0.10203742980957031, -0.1008036881685257, 0.07945075631141663, -0.05103986710309982, -0.014335226267576218, 0.046994443982839584, -0.08331084996461868, -0.047759898006916046, -0.09987398982048035, -0.030874427407979965, 0.005617857910692692, -0.01754336804151535, 0.06853554397821426, 0.0268764216452837, 0.11714546382427216, -0.13720068335533142, 0.00572656886652112, -0.036523982882499695, -0.11789875477552414, 0.01563415117561817, 0.03729908913373947, 0.11697612702846527, 0.0959407240152359, -0.02022864855825901, 0.019550824537873268, -0.025460321456193924, 0.2243843525648117, -0.05167842656373978, -0.049253445118665695, 0.11610506474971771, 0.0010784154292196035, 0.04688346013426781, 0.09894149750471115, 0.03841003030538559, -0.12963607907295227, 0.0501687154173851, 0.07678969949483871, -0.008069684728980064, -0.2255580872297287, -0.03109372965991497, -0.018914438784122467, -0.06477831304073334, 0.0593598410487175, 0.030251510441303253, 0.004884694702923298, 0.03840877115726471, -0.012337801977992058, 0.01969238929450512, -0.00847309548407793, 0.0783044621348381, 0.06256838142871857, 0.03494880720973015, 0.10113652795553207, -0.0317479707300663, -0.014423547312617302, 0.04421510174870491, -0.03577105328440666, 0.2914228141307831, -0.005587540101259947, 0.030262788757681847, 0.08478213101625443, 0.15749280154705048, -0.029345860704779625, 0.03944867476820946, 0.024899210780858994, -0.028668982908129692, 0.020135361701250076, -0.07143556326627731, -0.03146245703101158, 0.04714854806661606, -0.06856772303581238, 0.09169907122850418, -0.12797878682613373, 0.06833045929670334, 0.05402769148349762, 0.2313385009765625, 0.04580073431134224, -0.2948914170265198, -0.10089127719402313, 0.006711367052048445, -0.015373658388853073, -0.04454842954874039, 0.02118927240371704, 0.13623222708702087, -0.11519233882427216, 0.060188524425029755, -0.055948417633771896, 0.08093119412660599, 0.02764034830033779, 0.029399380087852478, 0.04257417470216751, 0.11465363949537277, -0.012376656755805016, 0.07156013697385788, -0.22076229751110077, 0.2313196361064911, 0.010420622304081917, 0.1497972458600998, -0.02517794817686081, -0.005847873631864786, 0.03105284459888935, 0.10508269816637039, 0.09031443297863007, -0.003418809035792947, -0.040593333542346954, -0.159875750541687, -0.031320832669734955, 0.06072214990854263, 0.1322195678949356, -0.015458713285624981, 0.10102319717407227, -0.0321461446583271, 0.021948525682091713, 0.06927729398012161, -0.03884413465857506, -0.21125148236751556, -0.09409914910793304, 0.0018441780703142285, -0.004561098758131266, 0.011977308429777622, -0.11800498515367508, -0.10328824073076248, -0.048189401626586914, 0.15728463232517242, -0.016047025099396706, -0.016056407243013382, -0.11488794535398483, 0.09434967488050461, 0.07798489183187485, -0.04929136484861374, 0.026947319507598877, 0.037640009075403214, 0.09610100090503693, 0.04434897378087044, -0.05054785683751106, 0.06049018353223801, -0.07776203751564026, -0.18789133429527283, -0.05921599641442299, 0.11162113398313522, 0.06782406568527222, 0.03938236087560654, 0.003819827688857913, 0.006891321856528521, 0.028310012072324753, -0.08913090825080872, 0.007190752774477005, 0.0982670783996582, 0.09263698756694794, 0.06841512024402618, -0.0971800908446312, 0.006764123681932688, -0.03797866776585579, -0.03794286400079727, 0.10093972086906433, 0.25237149000167847, -0.08240289986133575, 0.01716550439596176, 0.04880121350288391, -0.07573658227920532, -0.18429401516914368, 0.09954226762056351, 0.1017049178481102, 0.016462810337543488, 0.06250151991844177, -0.14066684246063232, 0.11584673076868057, 0.13231207430362701, -0.022373439744114876, 0.07286278903484344, -0.29376471042633057, -0.1368701308965683, 0.0685792788863182, 0.15389373898506165, 0.05751849338412285, -0.1409192532300949, -0.030734635889530182, -0.03848525136709213, -0.14394423365592957, 0.10463149100542068, -0.14794448018074036, 0.09605494141578674, 0.003703054040670395, 0.058076053857803345, 0.016440609470009804, -0.04191448166966438, 0.151515394449234, 0.00807898212224245, 0.11356817930936813, -0.0432078093290329, 0.03276432678103447, 0.08332181721925735, -0.06812836974859238, 0.03800423443317413, -0.022999480366706848, 0.07510916888713837, -0.06438650190830231, -0.017964081838726997, -0.07674981653690338, 0.06496980041265488, -0.07086790353059769, -0.055547717958688736, -0.04311750829219818, 0.05719267576932907, 0.06675688177347183, -0.02177884429693222, 0.06485570222139359, 0.00544777512550354, 0.1462617814540863, 0.07304182648658752, 0.10561471432447433, -0.023663125932216644, -0.02769475243985653, 0.00037438003346323967, -0.02146320976316929, 0.0660194382071495, -0.1040838286280632, 0.040644772350788116, 0.12988603115081787, 0.04048379883170128, 0.15519575774669647, 0.053926676511764526, -0.05409989506006241, 0.010056599974632263, 0.05677923932671547, -0.1045251190662384, -0.1703929603099823, -0.008364181965589523, -0.02823842503130436, -0.12215951085090637, 0.06776619702577591, 0.09912227094173431, -0.07358032464981079, 0.009331020526587963, -0.03286108747124672, 0.013117993250489235, -0.03921005502343178, 0.1803988367319107, 0.05244015157222748, 0.05969611182808876, -0.06811299175024033, 0.12970003485679626, 0.024494420737028122, -0.05829871445894241, 0.03693128377199173, 0.027435019612312317, -0.09966646879911423, -0.01968761533498764, 0.03984607756137848, 0.17394979298114777, -0.045118872076272964, -0.06924741715192795, -0.12154646217823029, -0.09533819556236267, 0.018972426652908325, 0.1395740509033203, 0.057389020919799805, -0.009582183323800564, -0.0028240946121513844, 0.051894739270210266, -0.13478437066078186, 0.09974963963031769, 0.038190215826034546, 0.07107535004615784, -0.16995203495025635, 0.14405903220176697, 0.025073381140828133, 0.009222831577062607, -0.008118183352053165, 0.035984236747026443, -0.10572509467601776, -0.017207613214850426, -0.16644695401191711, -0.015422222204506397, -0.03376846760511398, -0.007570516783744097, 0.010885976254940033, -0.048231981694698334, -0.06553716212511063, 0.06444133818149567, -0.07016047090291977, -0.05324694886803627, 0.02947176992893219, 0.0551491342484951, -0.1322135329246521, -0.009626577608287334, 0.018132418394088745, -0.09264763444662094, 0.05768371373414993, 0.05649399012327194, 0.0265953429043293, 0.05578489974141121, -0.14733392000198364, 0.0010214963695034385, 0.04774453863501549, 0.022548746317625046, 0.05411536619067192, -0.08357004821300507, -0.029334096238017082, -0.009333734400570393, 0.05524200201034546, 0.01458514854311943, 0.06594104319810867, -0.10766813158988953, -0.03364847972989082, -0.05023392289876938, -0.023503057658672333, -0.05406607687473297, 0.015702195465564728, 0.07536616921424866, 0.024997219443321228, 0.18865278363227844, -0.09998639672994614, 0.026390209794044495, -0.19292482733726501, -0.03825833648443222, 0.004876613151282072, -0.024353673681616783, -0.07935229688882828, -0.011624916456639767, 0.06938444823026657, -0.0698273628950119, 0.09337572008371353, -0.05957480147480965, 0.08856009691953659, 0.036766890436410904, -0.09356430917978287, -0.012896296568214893, 0.008013235405087471, 0.21196454763412476, 0.036409538239240646, -0.0003668825956992805, 0.04956690967082977, -0.011046584695577621, 0.05496828630566597, 0.0019637292716652155, 0.2320730984210968, 0.15802615880966187, -0.07807893306016922, 0.07880982756614685, 0.0697934702038765, -0.0946921557188034, -0.1464206576347351, 0.06376989930868149, -0.0072919814847409725, 0.08678508549928665, -0.03988780453801155, 0.12337050586938858, 0.13283242285251617, -0.1624840945005417, 0.020596671849489212, -0.07647104561328888, -0.1043507307767868, -0.12336065620183945, -0.007708293851464987, -0.08572561293840408, -0.1479991227388382, 0.03471185639500618, -0.13306136429309845, 0.030019083991646767, 0.07799440622329712, 0.006714183837175369, 0.007786865346133709, 0.20524005591869354, -0.05712088197469711, 0.02882225625216961, 0.02126018889248371, -0.0032835889142006636, -0.015049276873469353, -0.04523944854736328, -0.07095778733491898, 0.058259569108486176, -0.019722623750567436, 0.060647763311862946, -0.050577450543642044, -0.035409100353717804, 0.027001261711120605, -0.0003509686794131994, -0.05518791079521179, 0.03125571087002754, 0.03345542401075363, 0.03637551888823509, 0.040746405720710754, 0.05841922387480736, -0.008114844560623169, -0.023730279877781868, 0.25998038053512573, -0.08997771888971329, -0.0955822765827179, -0.13759486377239227, 0.23537276685237885, 0.0609196200966835, 0.010415520519018173, 0.05376548320055008, -0.13186092674732208, 0.024981949478387833, 0.15561875700950623, 0.13840563595294952, -0.07153584063053131, -0.00810804683715105, -0.021471651270985603, -0.02328079380095005, -0.0822911486029625, 0.09773308038711548, 0.10729402303695679, 0.03795955702662468, -0.031166646629571915, -0.03005046956241131, -0.016851257532835007, -0.011372309178113937, -0.0750909149646759, 0.046848464757204056, 0.015477499924600124, 0.009594847448170185, -0.030738435685634613, 0.0595657080411911, 0.01819740980863571, -0.17865949869155884, 0.06551062315702438, -0.13201190531253815, -0.1495952159166336, -0.022030765190720558, 0.08064855635166168, -0.028794854879379272, 0.05029042065143585, -0.03397452458739281, -0.023830851539969444, 0.1377919763326645, -0.018060125410556793, -0.03245021030306816, -0.09818391501903534, 0.05413564667105675, -0.07298977673053741, 0.23392155766487122, -0.0069606490433216095, 0.06839954107999802, 0.10680435597896576, 0.025516794994473457, -0.09910114109516144, 0.09716527163982391, 0.06420479714870453, -0.08132646232843399, 0.015074093826115131, 0.12736155092716217, -0.0556359700858593, 0.12255887687206268, 0.0443241149187088, -0.17423686385154724, 0.00023223123571369797, 0.026892617344856262, -0.07713727653026581, -0.06851363927125931, -0.0006446116603910923, -0.061897020787000656, 0.14385323226451874, 0.20293128490447998, -0.0475192554295063, 0.03275357186794281, -0.049356285482645035, 0.062061604112386703, 0.054946865886449814, 0.08449646830558777, -0.005592493340373039, -0.2395850569009781, 0.05189937353134155, 0.019988978281617165, -0.008561212569475174, -0.2472723126411438, -0.08638261258602142, 0.04139270260930061, -0.057976383715867996, -0.04685347154736519, 0.09318237751722336, 0.0962030440568924, 0.04836224392056465, -0.048383116722106934, -0.1419350951910019, -0.06945173442363739, 0.16823750734329224, -0.12444499135017395, -0.08557897806167603 ]

[ "transformers", "text-generation-inference", "text", "en", "license:mit", "endpoints_compatible", "region:us" ]

[]

[ "en" ]

[ "## TinyLLama TensorRT LLM Edition. \n\nThis repo contains the TensorRT LLM version of TinyLlama Model. The conversion is done to support Float16 precision on Nvidia TensorRT." ]

[ "TAGS\n#transformers #text-generation-inference #text #en #license-mit #endpoints_compatible #region-us \n", "## TinyLLama TensorRT LLM Edition. \n\nThis repo contains the TensorRT LLM version of TinyLlama Model. The conversion is done to support Float16 precision on Nvidia TensorRT." ]

[ 35, 47 ]

[ "passage: TAGS\n#transformers #text-generation-inference #text #en #license-mit #endpoints_compatible #region-us \n## TinyLLama TensorRT LLM Edition. \n\nThis repo contains the TensorRT LLM version of TinyLlama Model. The conversion is done to support Float16 precision on Nvidia TensorRT." ]

[ 0.02280898205935955, -0.12039468437433243, -0.0028303610160946846, 0.09310860186815262, 0.10840529203414917, 0.024213608354330063, 0.14566797018051147, 0.1578940898180008, -0.03844158723950386, 0.03202866390347481, 0.07979517430067062, 0.1327793151140213, 0.03303322568535805, -0.07034515589475632, 0.05147475004196167, -0.2800145149230957, -0.012995194643735886, 0.04219140112400055, -0.07461841404438019, 0.0028833583928644657, 0.07384143769741058, -0.10964521020650864, 0.1162554919719696, 0.01676694117486477, -0.09134402126073837, 0.02897823043167591, 0.1029728502035141, -0.05667082220315933, 0.05216066166758537, 0.11851069331169128, 0.010307109914720058, -0.04392877221107483, 0.07621854543685913, -0.1400277465581894, 0.033560942858457565, 0.049212418496608734, -0.006841208320111036, 0.04334709793329239, 0.09301654994487762, 0.01477512065321207, 0.19293643534183502, -0.1231398805975914, -0.04010789096355438, 0.0416254848241806, -0.025996696203947067, -0.02302858792245388, -0.0639418214559555, -0.0006879013380967081, 0.0027609646786004305, 0.04055904969573021, 0.02459530159831047, 0.18049372732639313, 0.017370129004120827, 0.08472054451704025, 0.2037089318037033, -0.33886080980300903, -0.07619845867156982, 0.1789601892232895, 0.024359000846743584, 0.043388720601797104, -0.026521779596805573, 0.19162124395370483, 0.04870150238275528, 0.007919074036180973, 0.0217355415225029, -0.05534974858164787, 0.0021028609480708838, 0.02170765958726406, -0.04515589401125908, 0.01527388859540224, 0.11937832087278366, -0.061946626752614975, 0.03592447191476822, -0.07909361273050308, -0.045691195875406265, -0.11330797523260117, -0.09466791898012161, 0.007314983289688826, 0.04181750863790512, 0.01691257767379284, 0.03457159921526909, -0.1495368927717209, -0.09906549006700516, -0.06889393925666809, -0.16609004139900208, 0.2183627039194107, 0.017853038385510445, 0.06192517653107643, -0.17277467250823975, -0.03285851329565048, -0.10820093005895615, -0.012882809154689312, -0.03453514352440834, -0.02951822802424431, 0.08207980543375015, 0.058555930852890015, -0.12795035541057587, -0.18788377940654755, 0.12173205614089966, -0.09084786474704742, 0.06297493726015091, 0.028789794072508812, -0.02582547627389431, 0.09317667782306671, -0.039697371423244476, 0.06136580556631088, -0.0581338070333004, 0.05540863424539566, 0.10441244393587112, -0.08568739145994186, 0.17978514730930328, -0.026400016620755196, -0.10648036748170853, -0.009415478445589542, -0.12800344824790955, 0.05761395022273064, 0.03635434806346893, 0.08537185192108154, -0.016579678282141685, -0.0323859266936779, -0.1253143697977066, -0.09929943084716797, 0.010802327655255795, -0.036221086978912354, -0.018680620938539505, 0.19469693303108215, 0.06450820714235306, -0.08357007801532745, -0.05542366951704025, -0.03668588399887085, -0.06988834589719772, -0.01774349808692932, -0.07340127229690552, -0.07806102931499481, 0.028576908633112907, -0.09304854273796082, 0.027558691799640656, -0.14906445145606995, -0.1325589269399643, 0.03911866620182991, 0.036430731415748596, -0.039796099066734314, 0.020840156823396683, -0.007909857667982578, -0.07370898127555847, 0.054156817495822906, 0.003734669415280223, -0.0014646894996985793, 0.011775845661759377, 0.0304760430008173, 0.0010492793517187238, 0.13032439351081848, -0.13011330366134644, 0.027725936844944954, -0.021260904148221016, 0.051713671535253525, -0.010631069540977478, 0.10372842848300934, -0.07628036290407181, 0.03216737508773804, -0.014299866743385792, -0.08129793405532837, -0.12856481969356537, 0.04315412789583206, 0.04155433550477028, 0.07883051037788391, -0.17267289757728577, -0.06753914803266525, 0.13396060466766357, -0.11622171849012375, -0.08428600430488586, 0.059919968247413635, 0.014707046560943127, -0.02025134675204754, 0.08027435094118118, 0.2106158435344696, 0.21963316202163696, -0.07629110664129257, 0.00048216283903457224, 0.1104721799492836, -0.056232284754514694, -0.14794667065143585, 0.004156609531491995, 0.062181901186704636, -0.011900419369339943, 0.07636699080467224, -0.05287672579288483, 0.08767255395650864, -0.021856537088751793, -0.04406086355447769, -0.10971076041460037, -0.0457342192530632, -0.004258420784026384, 0.022231878712773323, 0.10717503726482391, -0.08518671989440918, -0.005155080929398537, 0.10376902669668198, 0.07108299434185028, -0.04725322499871254, 0.031194321811199188, -0.13011819124221802, 0.09079328924417496, -0.11479537189006805, 0.05953878164291382, -0.07929904758930206, -0.13385723531246185, -0.033090267330408096, 0.014514295384287834, 0.05223659425973892, 0.14877018332481384, 0.0750356912612915, -0.0775919035077095, 0.006447154562920332, 0.1389777660369873, 0.03097512200474739, -0.004179446492344141, -0.011458289809525013, -0.1185142919421196, 0.033982500433921814, -0.05600154772400856, -0.15339481830596924, -0.08677355945110321, 0.014035327360033989, 0.0869731605052948, 0.018074313178658485, 0.02982274256646633, 0.0447390116751194, 0.009223115630447865, 0.0029156880918890238, -0.06912665069103241, -0.055580805987119675, 0.10248062014579773, -0.01924634352326393, -0.00914178229868412, 0.13978348672389984, -0.06501796841621399, 0.07182644307613373, 0.22089137136936188, -0.07598944753408432, 0.026292044669389725, 0.04076871648430824, -0.0032216680701822042, 0.0431322306394577, 0.01780449040234089, 0.027885818853974342, 0.09999150037765503, 0.0017998856492340565, 0.100910484790802, -0.03439251706004143, 0.0036919033154845238, 0.06447505950927734, -0.036176010966300964, -0.09481292217969894, 0.04969332367181778, 0.16184310615062714, 0.011556152254343033, 0.05335482954978943, 0.040301740169525146, -0.006704905070364475, 0.15876823663711548, -0.0354483537375927, -0.031094346195459366, 0.028778156265616417, -0.041025273501873016, 0.048500098288059235, 0.010298963636159897, -0.06516427546739578, -0.06471077352762222, 0.03229853883385658, -0.02760417014360428, 0.09883677959442139, -0.13451582193374634, 0.00491640018299222, 0.055100586265325546, -0.06636687368154526, 0.07985633611679077, 0.05429413542151451, -0.0457511767745018, 0.0932803601026535, -0.002980207558721304, 0.060095492750406265, 0.01599162630736828, -0.020282499492168427, -0.059003543108701706, 0.09669706225395203, -0.07930947095155716, -0.18125374615192413, -0.20745614171028137, -0.02552017755806446, -0.11798512935638428, 0.04822652414441109, 0.006943347863852978, -0.10204960405826569, -0.043754324316978455, -0.04169299826025963, 0.09122137725353241, -0.04512026533484459, 0.07163865864276886, 0.031879398971796036, 0.04820079728960991, -0.07046511024236679, -0.16389620304107666, -0.02506052702665329, -0.043170902878046036, -0.08403429388999939, 0.028104731813073158, -0.04271528869867325, 0.0392458476126194, 0.16240671277046204, -0.029301190748810768, 0.026453791186213493, -0.018802840262651443, 0.058904703706502914, -0.0320604145526886, 0.037344202399253845, 0.232988640666008, 0.11487855762243271, -0.019884228706359863, -0.02202865481376648, 0.02354789339005947, -0.10580190271139145, 0.00335339130833745, 0.014286313205957413, -0.14037704467773438, -0.20790280401706696, -0.07090549916028976, -0.11228282749652863, 0.01649545133113861, 0.034431252628564835, 0.06256335973739624, -0.08592560887336731, 0.13384400308132172, 0.09453418850898743, 0.1397559493780136, -0.062211841344833374, 0.010246342048048973, 0.3612954020500183, -0.04770125448703766, 0.09981798380613327, -0.14754445850849152, -0.0534377358853817, 0.14098244905471802, 0.007087068632245064, 0.17274639010429382, -0.008576291613280773, 0.09922993183135986, 0.0663660541176796, -0.020344002172350883, 0.05876075476408005, 0.08532233536243439, -0.024176081642508507, -0.02223903127014637, -0.0075438786298036575, -0.05917292833328247, -0.10757853090763092, 0.04143797978758812, 0.006870153825730085, -0.04994741082191467, -0.011126141995191574, 0.10751648992300034, 0.08959180861711502, 0.15996819734573364, -0.003983892500400543, -0.2280673086643219, -0.08736477792263031, 0.07946410030126572, 0.05162745714187622, -0.017141519114375114, 0.10277742892503738, 0.1477346569299698, 0.020647073164582253, 0.06795457005500793, -0.053859032690525055, 0.04934225603938103, -0.060474518686532974, -0.012805365025997162, -0.010387612506747246, 0.09176240861415863, 0.07906713336706161, 0.08300788700580597, -0.16063863039016724, 0.10358688235282898, 0.01565473899245262, 0.05149512365460396, -0.057512316852808, 0.004226221237331629, 0.08151043951511383, 0.102889783680439, 0.14528632164001465, 0.008248193189501762, -0.09656009823083878, -0.06025955453515053, -0.051259588450193405, 0.06621892005205154, 0.134695902466774, 0.10410086065530777, 0.06221727281808853, -0.09516715258359909, 0.009023096412420273, 0.01777367852628231, -0.0017381717916578054, -0.008120150305330753, -0.16700616478919983, 0.011174777522683144, 0.15822336077690125, -0.1904689222574234, -0.0321461446583271, -0.0772537887096405, -0.10427545011043549, 0.23960064351558685, -0.028551029041409492, -0.04516920819878578, -0.09187643975019455, 0.01941044069826603, 0.0496038943529129, -0.036049023270606995, 0.06854794174432755, -0.027442723512649536, 0.11752921342849731, -0.010620935820043087, -0.23405198752880096, 0.03867846727371216, -0.07456685602664948, -0.00988632533699274, 0.020263848826289177, 0.1113712415099144, -0.08843927830457687, 0.0039243935607373714, 0.03686211630702019, 0.005251430440694094, 0.02253212407231331, -0.15451493859291077, 0.028350211679935455, 0.13965579867362976, -0.19567300379276276, -0.056484755128622055, -0.09904111921787262, -0.006149903405457735, 0.029620608314871788, 0.03473389893770218, 0.19696630537509918, 0.07348587363958359, -0.11287879198789597, 0.10192902386188507, -0.04334007203578949, -0.10994657129049301, -0.3075042963027954, 0.03980538994073868, -0.07140763103961945, -0.01000194251537323, -0.004313673824071884, -0.13831327855587006, 0.1546059250831604, -0.009519888088107109, 0.0007200182299129665, 0.20028264820575714, -0.36168575286865234, -0.11405318230390549, 0.07002770155668259, 0.1214291974902153, 0.22339357435703278, -0.13356459140777588, -0.09207136929035187, -0.03386157751083374, -0.009573860093951225, 0.22783654928207397, -0.1650945097208023, 0.17880873382091522, -0.04572594538331032, 0.08626887947320938, 0.025927873328328133, -0.02419441193342209, 0.09303438663482666, -0.09547033905982971, 0.039510514587163925, -0.049087729305028915, -0.0015760951209813356, 0.13630490005016327, -0.011067094281315804, 0.05280656740069389, 0.01580313965678215, 0.03144814446568489, -0.0867362841963768, -0.07281485199928284, -0.050676379352808, 0.0931498259305954, 0.047819748520851135, -0.07993356883525848, -0.11413519829511642, -0.013156363740563393, 0.03158487379550934, -0.017802637070417404, 0.07889346778392792, -0.008929848670959473, -0.024686338379979134, 0.12099868059158325, 0.04879065975546837, -0.011165772564709187, -0.033765293657779694, -0.018296783789992332, -0.014702416956424713, 0.03682851791381836, -0.180537611246109, -0.02231229469180107, 0.09447268396615982, 0.022574348375201225, -0.07120166718959808, 0.06918636709451675, -0.0080281225964427, 0.03928546607494354, 0.10995645076036453, -0.07332131266593933, -0.1679730862379074, -0.01913614198565483, -0.05204258859157562, 0.09768740087747574, 0.05753953009843826, 0.18117763102054596, -0.10281245410442352, 0.04295743629336357, -0.012979809194803238, 0.01707301288843155, -0.06690119206905365, 0.0558498352766037, 0.08444641530513763, -0.019503800198435783, -0.06314250826835632, 0.10665075480937958, -0.019155239686369896, -0.1716829389333725, 0.0507325679063797, 0.08274254947900772, -0.04523268714547157, -0.08857058733701706, -0.0013986056437715888, 0.0014957459643483162, -0.06454350054264069, -0.062226466834545135, -0.051601849496364594, -0.14728307723999023, 0.03348643705248833, 0.03533204644918442, 0.06465117633342743, 0.014014077372848988, -0.1102670282125473, -0.04778214544057846, -0.08595747500658035, 0.021030761301517487, -0.10386914014816284, 0.002531849779188633, -0.14000754058361053, 0.10503164678812027, -0.020438501611351967, 0.0856274962425232, -0.1084425076842308, -0.003023760858923197, -0.058963842689991, 0.01631874591112137, -0.04760005697607994, 0.09015332907438278, -0.07324530184268951, -0.006196531932801008, 0.019723743200302124, 0.021419279277324677, -0.16963082551956177, 0.024916835129261017, -0.0832185372710228, -0.028432369232177734, -0.06194428354501724, 0.05516992136836052, -0.047991231083869934, -0.017427632585167885, -0.006036143749952316, 0.004039023071527481, 0.010010795667767525, -0.014421231113374233, -0.04416569322347641, 0.1009780615568161, -0.23779088258743286, -0.021745041012763977, 0.083835169672966, 0.07055023312568665, 0.01808949187397957, -0.011900828219950199, 0.05995682626962662, 0.06281198561191559, 0.03754044324159622, 0.014219391159713268, 0.04942239820957184, -0.09092643857002258, -0.03944215178489685, -0.09665707498788834, 0.017196012660861015, -0.01229324471205473, -0.015497573651373386, 0.05169961601495743, 0.037085242569446564, 0.08675336092710495, -0.10325081646442413, 0.023202737793326378, -0.10301970690488815, 0.031201744452118874, -0.05236554145812988, -0.1052800640463829, 0.0437575988471508, -0.0275300070643425, 0.023375265300273895, -0.036720190197229385, 0.2887318730354309, 0.12737496197223663, -0.14506731927394867, 0.027912430465221405, -0.043824516236782074, -0.08057580143213272, 0.006130719557404518, 0.28495532274246216, 0.0911431610584259, 0.028499670326709747, -0.08244595676660538, 0.05959479138255119, 0.11265597492456436, 0.07068628817796707, 0.18609100580215454, 0.09255221486091614, -0.07960177212953568, 0.17420071363449097, 0.10014884173870087, -0.03293146938085556, 0.019988037645816803, 0.08135691285133362, -0.08600052446126938, 0.12778738141059875, -0.02908056043088436, -0.0143522247672081, 0.09742466360330582, -0.05403196066617966, 0.04608149453997612, -0.06765848398208618, -0.031678155064582825, -0.13754773139953613, -0.12240341305732727, -0.09142200648784637, -0.1371648758649826, -0.0007167014991864562, -0.0846930742263794, -0.004740676376968622, 0.0131654879078269, 0.046550650149583817, -0.04978663846850395, 0.16001735627651215, -0.22402982413768768, -0.015217071399092674, 0.08168210834264755, 0.010075106285512447, -0.07092037796974182, -0.048940807580947876, -0.0328810028731823, -0.06818082928657532, -0.05114798620343208, -0.0063611892983317375, 0.07672437280416489, 0.035584982484579086, 0.057216826826334, -0.053235702216625214, -0.024767404422163963, -0.045320380479097366, 0.011300906538963318, 0.024716848507523537, -0.0021492273081094027, 0.00829307734966278, -0.11670234799385071, -0.017562881112098694, 0.13587146997451782, -0.046285029500722885, -0.03856648504734039, -0.005012785084545612, 0.046487998217344284, -0.019334109500050545, 0.06309162825345993, -0.07217629253864288, -0.05795298144221306, -0.07071656733751297, 0.3659740686416626, 0.2900353968143463, -0.0373181588947773, 0.0017238396685570478, -0.013689500279724598, 0.02355586364865303, 0.0004660868435166776, 0.16764403879642487, 0.021525906398892403, 0.19472190737724304, -0.030557433143258095, -0.09062910825014114, -0.040457192808389664, 0.027257511392235756, -0.05375216156244278, 0.08139810711145401, 0.049296844750642776, -0.019558630883693695, -0.03793642297387123, 0.00484885461628437, -0.11646265536546707, -0.05569678172469139, 0.18765360116958618, -0.1423039585351944, -0.017018232494592667, -0.04196619242429733, -0.045264557003974915, -0.012487921863794327, 0.11143557727336884, -0.08152630925178528, 0.010123059153556824, -0.04055451974272728, 0.015622589737176895, -0.29272159934043884, 0.1011054664850235, 0.04212212562561035, 0.03564218804240227, 0.12175992131233215, -0.01717892661690712, -0.022375253960490227, 0.0680130124092102, -0.0066764201037585735, -0.11636286228895187, 0.05740387365221977, -0.0385049432516098, -0.06741707772016525, 0.022367751225829124, 0.015049485489726067, -0.037268251180648804, -0.09606820344924927, 0.04535007104277611, 0.032938867807388306, 0.04269363731145859, 0.018131989985704422, 0.004212500527501106, -0.08724676072597504, -0.02542048506438732, -0.14936737716197968, 0.09841551631689072, 0.10813125222921371, 0.011479970067739487, -0.061730463057756424, -0.07484079152345657, 0.06639084964990616, 0.014899400994181633, 0.01862829551100731, -0.040077969431877136, -0.072098508477211, -0.05429646000266075, 0.06249032914638519, 0.0017447368009015918, -0.3175657093524933, -0.020053328946232796, -0.08456404507160187, 0.01320730522274971, -0.07243140041828156, 0.021502556279301643, 0.19249780476093292, 0.03124821186065674, -0.05258318409323692, -0.14457131922245026, 0.05121423304080963, 0.029479797929525375, -0.07100661098957062, -0.10646043717861176 ]

[ "gguf", "text-generation", "license:other", "region:us" ]

[]

[]

[]

[ "TAGS\n#gguf #text-generation #license-other #region-us \n" ]

[ 19 ]

[ "passage: TAGS\n#gguf #text-generation #license-other #region-us \n" ]

[ 0.04026663675904274, 0.09991208463907242, -0.007750873453915119, -0.005732008721679449, 0.05221308767795563, 0.06529279053211212, 0.22095713019371033, 0.048574067652225494, 0.16394393146038055, -0.0484289713203907, 0.13955390453338623, 0.03487035632133484, 0.021142851561307907, 0.012503501027822495, 0.010288444347679615, -0.21313264966011047, 0.041822027415037155, -0.03912254795432091, 0.05368093401193619, 0.0157829187810421, 0.02004869095981121, -0.008073913864791393, 0.03979374095797539, -0.019824035465717316, -0.11463883519172668, 0.011106603778898716, 0.00806073285639286, -0.045817140489816666, 0.08725304901599884, 0.09303887188434601, 0.02968103252351284, 0.04350866377353668, -0.04542544111609459, -0.19233299791812897, 0.02881680428981781, -0.056841082870960236, -0.1572708636522293, 0.016563046723604202, 0.0886615663766861, -0.037216994911432266, 0.1598891019821167, 0.20370301604270935, -0.10440249741077423, 0.08813049644231796, -0.2283584326505661, -0.18122592568397522, -0.07646896690130234, 0.02645264007151127, -0.05772026628255844, 0.03199679031968117, 0.02412247657775879, 0.013447499834001064, -0.1150786355137825, -0.012736138887703419, 0.08492682874202728, -0.3633580803871155, 0.05222201347351074, 0.27055731415748596, 0.05435699597001076, 0.0821196660399437, -0.11852847039699554, 0.15434417128562927, 0.046935562044382095, -0.024731485173106194, -0.14365218579769135, -0.06775916367769241, -0.01578337699174881, 0.13616473972797394, -0.04020582512021065, -0.08350180834531784, 0.2682836353778839, -0.008379645645618439, -0.020266158506274223, 0.03660120069980621, 0.0022874092683196068, 0.05195596441626549, 0.018151408061385155, 0.09644412994384766, -0.008647703565657139, 0.19646070897579193, 0.16282658278942108, -0.09353987127542496, -0.15534354746341705, -0.045542825013399124, -0.2311834692955017, 0.15108351409435272, -0.021960342302918434, 0.10456843674182892, -0.1347099095582962, 0.02569764293730259, -0.18526633083820343, -0.02853182516992092, -0.0584772527217865, -0.08852551132440567, 0.0747775286436081, 0.02848890610039234, -0.057343997061252594, 0.061625562608242035, 0.1534295529127121, 0.16413763165473938, -0.07208454608917236, 0.009475601837038994, -0.1150786355137825, 0.17555385828018188, 0.06807878613471985, -0.013494950719177723, 0.06753261387348175, 0.09214092046022415, 0.015228543430566788, -0.20444802939891815, 0.0020248086657375097, -0.05861324444413185, -0.17294001579284668, 0.020497269928455353, -0.19230340421199799, 0.10617154836654663, -0.03310883417725563, -0.017270168289542198, -0.04658858850598335, 0.07367538660764694, 0.06745613366365433, 0.005165156442672014, -0.04005008563399315, 0.012058804742991924, 0.04216546565294266, -0.05544354021549225, -0.07923915982246399, 0.03033943846821785, 0.06655484437942505, 0.03737413510680199, -0.1066974475979805, -0.029722563922405243, 0.011348995380103588, 0.04703924059867859, 0.07945187389850616, -0.08231676369905472, 0.036843765527009964, -0.06391112506389618, -0.1656055599451065, 0.033942703157663345, 0.02314472384750843, -0.025699106976389885, 0.052094656974077225, 0.03380196914076805, 0.0187071580439806, -0.014379864558577538, -0.06141393631696701, -0.03689689561724663, -0.11210842430591583, 0.11798699200153351, -0.06286934018135071, -0.014553030952811241, -0.26036402583122253, -0.004471313674002886, -0.06308892369270325, 0.01478101871907711, -0.0005863633123226464, 0.011737501248717308, -0.13877835869789124, 0.08107465505599976, 0.02950385771691799, 0.059710752218961716, -0.12827977538108826, 0.07120000571012497, -0.15371884405612946, 0.13140526413917542, -0.10238687694072723, -0.10055584460496902, 0.25215497612953186, -0.10915899276733398, -0.09292173385620117, 0.07286936044692993, 0.005577892530709505, 0.0062689753249287605, 0.05956051126122475, 0.43100684881210327, -0.08464150130748749, -0.06703408807516098, 0.0754876583814621, 0.2108517587184906, -0.09767071902751923, -0.07765479385852814, 0.11421100795269012, -0.1278056502342224, -0.13406577706336975, 0.03065006621181965, -0.0508638471364975, 0.09398446977138519, -0.018852628767490387, -0.04947972297668457, 0.0029678039718419313, 0.0027479114942252636, -0.00009432111255591735, 0.005142903421074152, 0.09789205342531204, -0.03927457332611084, 0.03151196241378784, -0.06848658621311188, -0.001971469959244132, 0.08746372908353806, -0.023241182789206505, -0.012660754844546318, 0.09681172668933868, 0.07660411298274994, 0.05722770839929581, -0.05141504481434822, -0.10045398026704788, 0.017605867236852646, 0.03537604957818985, 0.12080163508653641, 0.15171894431114197, 0.022519636899232864, -0.00326259876601398, -0.005985422059893608, 0.07762137800455093, 0.04311765357851982, -0.01931788958609104, 0.03866753354668617, -0.09584520012140274, 0.0939582958817482, -0.026415031403303146, 0.0017822074005380273, -0.126100555062294, -0.009336157701909542, 0.1620224267244339, -0.054365262389183044, -0.04741421341896057, 0.011079108342528343, -0.0009874500101432204, -0.022880561649799347, -0.022747356444597244, -0.015525172464549541, 0.09473147243261337, -0.020521583035588264, -0.11583428084850311, 0.21785986423492432, -0.06710667908191681, 0.19877786934375763, 0.15263305604457855, -0.07916323840618134, 0.023798251524567604, -0.17476369440555573, -0.03651890903711319, 0.04348289594054222, 0.05092107132077217, -0.0042910887859761715, 0.08458252251148224, -0.05552331358194351, 0.04247230663895607, -0.0647033080458641, -0.019724132493138313, -0.0357561893761158, 0.0056329756043851376, -0.08623392879962921, 0.08133594691753387, 0.1792914718389511, -0.14911483228206635, 0.21402676403522491, 0.2782079875469208, 0.1898960918188095, 0.2921554446220398, -0.11918356269598007, 0.005928943865001202, -0.006443326827138662, 0.02677326649427414, -0.027261659502983093, 0.09709186106920242, -0.12662377953529358, 0.00026574666844680905, 0.05787371098995209, 0.041575837880373, 0.08847682178020477, -0.16601601243019104, -0.1784341037273407, -0.05140284448862076, -0.08209200948476791, -0.12139386683702469, 0.08860590308904648, -0.07768569141626358, 0.0450454019010067, -0.023445507511496544, 0.020128026604652405, 0.13600614666938782, 0.002865911228582263, -0.04411032795906067, 0.14288368821144104, -0.15003803372383118, -0.17323824763298035, -0.15598583221435547, -0.10891968011856079, -0.05215642601251602, 0.07150162011384964, 0.09798285365104675, -0.06837649643421173, -0.03357305750250816, 0.034822579473257065, -0.006687693763524294, -0.16272225975990295, -0.03416268900036812, -0.01574966497719288, 0.07435734570026398, -0.11432461440563202, -0.0922793298959732, -0.057771142572164536, -0.028690967708826065, -0.07908367365598679, 0.09489404410123825, -0.06478230655193329, 0.08620134741067886, 0.10502390563488007, 0.09665428847074509, 0.08693564683198929, -0.07535284757614136, 0.199033722281456, -0.10363417118787766, -0.10750403255224228, 0.10830912739038467, 0.0031298398971557617, 0.025657257065176964, 0.10258647799491882, 0.09263064712285995, -0.13678424060344696, -0.045316193252801895, -0.035754431039094925, -0.12090937793254852, -0.20715273916721344, -0.05502736568450928, -0.09121878445148468, 0.13859230279922485, -0.038153160363435745, 0.1342804729938507, 0.1286667436361313, -0.0018121020402759314, 0.02146214433014393, -0.0007499339990317822, 0.07193388789892197, 0.02300228737294674, 0.17549309134483337, -0.03165426477789879, 0.013129756785929203, -0.10032062977552414, -0.00281707220710814, 0.15422609448432922, 0.1068563461303711, 0.14861969649791718, 0.23555229604244232, 0.14121267199516296, 0.14546173810958862, 0.021440081298351288, 0.1300797462463379, -0.02798570692539215, 0.03181282430887222, -0.03910883516073227, -0.07136769592761993, -0.05412245914340019, 0.055745888501405716, 0.0325808972120285, -0.009094304405152798, -0.29188060760498047, 0.046211402863264084, -0.2500101625919342, 0.042490821331739426, -0.09607571363449097, 0.018216412514448166, 0.040254078805446625, 0.09261444211006165, 0.08431050181388855, 0.0586613304913044, -0.05483994260430336, 0.12697316706180573, 0.02128046751022339, -0.096774622797966, 0.08528752624988556, 0.03587554395198822, 0.09467726200819016, 0.04406290873885155, 0.08204004913568497, -0.1399921327829361, -0.14715881645679474, 0.031490765511989594, 0.14810486137866974, -0.2102978378534317, 0.2742857038974762, 0.03478116914629936, -0.0677892193198204, -0.05820269137620926, -0.04208171367645264, 0.012137778103351593, 0.1523343026638031, 0.15912467241287231, 0.04081860929727554, -0.14985176920890808, -0.04170532152056694, 0.015587260015308857, 0.03735798969864845, 0.13154780864715576, -0.0940098688006401, -0.127999410033226, -0.023529063910245895, 0.057030461728572845, -0.028822390362620354, 0.05708682909607887, -0.10130088031291962, -0.18108192086219788, 0.04752787947654724, 0.03132886067032814, 0.03608018904924393, -0.05537007749080658, 0.06001083925366402, -0.10116492956876755, 0.08069544285535812, -0.145148366689682, -0.0027668941766023636, -0.11319158226251602, -0.07961975038051605, 0.013210654258728027, -0.012641492299735546, -0.02746766060590744, -0.10156657546758652, -0.0652594119310379, -0.16917233169078827, -0.21362854540348053, 0.07865755259990692, -0.03323806822299957, 0.0023405193351209164, -0.03294067084789276, 0.14947471022605896, -0.05192175507545471, 0.014433802105486393, 0.0027459394186735153, 0.011540718376636505, -0.02127997577190399, -0.18739053606987, 0.10066580772399902, -0.09890392422676086, 0.005994418170303106, 0.03406452015042305, -0.07082916796207428, 0.05129490792751312, 0.06328997761011124, -0.1476079225540161, 0.16520968079566956, 0.38033825159072876, -0.010786589235067368, 0.2753666341304779, 0.27765101194381714, -0.14686289429664612, -0.2537386417388916, -0.1509164571762085, -0.2143252044916153, -0.0849839597940445, 0.12887559831142426, -0.2767347991466522, 0.01812453381717205, 0.15525004267692566, -0.09092312306165695, 0.30591821670532227, -0.2463780641555786, -0.03205536678433418, 0.08606211841106415, -0.05094956234097481, 0.4416385293006897, -0.19870780408382416, -0.16248102486133575, -0.02179029770195484, -0.1618616133928299, 0.19146396219730377, -0.039552025496959686, 0.126694917678833, -0.0019890021067112684, -0.03178351745009422, -0.022780954837799072, -0.008500817231833935, 0.19193507730960846, -0.0265201386064291, 0.08579652011394501, -0.08745359629392624, -0.04996224120259285, 0.21842776238918304, 0.06442999839782715, -0.04597170278429985, -0.15867342054843903, -0.04520711675286293, -0.05640299245715141, -0.030324002727866173, -0.05214730650186539, 0.10500690340995789, 0.0241871140897274, -0.08224588632583618, -0.0916910395026207, 0.012816342525184155, -0.16429992020130157, -0.0056541250087320805, 0.2613150477409363, -0.04998214915394783, 0.14623217284679413, 0.018246997147798538, -0.024821467697620392, -0.1426323652267456, 0.041725896298885345, -0.1267489194869995, -0.035200465470552444, 0.04328431934118271, -0.14948764443397522, -0.050015054643154144, 0.07823331654071808, -0.01817091554403305, 0.10572430491447449, 0.09997556358575821, -0.055894218385219574, 0.0463445819914341, 0.14962075650691986, -0.1546044796705246, -0.21905569732189178, -0.04621603339910507, -0.056366100907325745, 0.20577488839626312, -0.005637229885905981, 0.05199698358774185, 0.08706890791654587, 0.0026632407680153847, 0.0182176623493433, -0.011371069587767124, -0.06719155609607697, -0.08032697439193726, -0.009498992934823036, -0.028796177357435226, -0.12849853932857513, 0.14062340557575226, 0.07611874490976334, 0.04335553199052811, -0.032196931540966034, 0.13666321337223053, -0.07408926635980606, -0.09337615221738815, -0.19745229184627533, 0.0877264142036438, -0.1484970599412918, -0.01922488585114479, 0.044679976999759674, -0.08662842959165573, 0.0033278956543654203, 0.10864350199699402, 0.007091623265296221, 0.14646603167057037, 0.028706075623631477, 0.013981707394123077, 0.17233118414878845, -0.05684545636177063, -0.20957878232002258, 0.009257448837161064, -0.06655917316675186, -0.05816567316651344, -0.007860611192882061, 0.09480899572372437, -0.0539858303964138, -0.09435094147920609, -0.21837228536605835, 0.02976200170814991, -0.07540334761142731, -0.03828747197985649, -0.0686846449971199, -0.027625441551208496, 0.03854524716734886, -0.031065743416547775, -0.019819874316453934, -0.027741966769099236, -0.1566493660211563, 0.014220722019672394, 0.028042098507285118, 0.1108107641339302, -0.08537363260984421, -0.01817934773862362, 0.10646853595972061, 0.06522460281848907, 0.15558578073978424, 0.10343644767999649, 0.03167886286973953, 0.1777428388595581, -0.3194906413555145, -0.019703509286046028, 0.09123444557189941, -0.01668882928788662, -0.04902886226773262, 0.16442756354808807, -0.013681577518582344, 0.014602473005652428, -0.02527451515197754, 0.07471954077482224, -0.13078264892101288, -0.14243458211421967, -0.09706149250268936, -0.0006533291307277977, -0.13848622143268585, 0.03220468387007713, -0.10601592808961868, 0.15867562592029572, 0.014623820781707764, 0.0596308596432209, 0.026908747851848602, 0.010280041955411434, -0.004843797534704208, 0.01751229539513588, 0.0171909611672163, -0.1455744206905365, -0.07446517795324326, -0.10633145272731781, -0.0864454060792923, 0.0067986417561769485, 0.4118701219558716, 0.044845934957265854, -0.143682062625885, 0.010830765590071678, 0.12519535422325134, 0.11975859850645065, -0.017310800030827522, 0.2915360927581787, 0.09370443224906921, -0.02279621548950672, -0.13542580604553223, 0.065077044069767, -0.06276637315750122, -0.19412216544151306, 0.06073550507426262, -0.006688409484922886, -0.06364119797945023, 0.009143206290900707, 0.11629345268011093, -0.07811111211776733, 0.033231984823942184, -0.04034190624952316, 0.08572038263082504, 0.0173555389046669, -0.055047351866960526, 0.04516264796257019, 0.18139103055000305, -0.036653783172369, 0.08086016029119492, -0.005836538039147854, -0.020478051155805588, -0.14056101441383362, -0.19966192543506622, 0.03468567505478859, -0.07613937556743622, 0.09627048671245575, -0.03757037967443466, 0.11575738340616226, 0.11890053004026413, 0.06414272636175156, -0.04376322776079178, -0.006337178871035576, -0.007063887547701597, -0.1182132363319397, 0.007206825539469719, -0.06552974879741669, 0.022548722103238106, -0.11875005066394806, -0.07264179736375809, -0.014953143894672394, -0.12599347531795502, -0.043043848127126694, 0.0461522601544857, 0.02839726023375988, -0.047016691416502, -0.1936405450105667, -0.03452711179852486, -0.04472482204437256, 0.08285465091466904, -0.035045940428972244, 0.18654774129390717, -0.0009993446292355657, -0.010133462958037853, 0.0877525731921196, 0.1464390903711319, 0.046518098562955856, -0.030574049800634384, 0.058490026742219925, 0.08878901600837708, -0.029870783910155296, 0.13014131784439087, -0.1022915244102478, 0.013653689995408058, 0.002678635297343135, 0.2307196855545044, 0.2894495725631714, -0.08370161801576614, -0.002516221022233367, 0.019366860389709473, 0.030954433605074883, 0.1814708262681961, 0.15654931962490082, -0.012178928591310978, 0.2682580351829529, -0.07180164009332657, 0.018243981525301933, 0.0039474074728786945, 0.05934853479266167, -0.14720843732357025, 0.13270601630210876, 0.05787684768438339, -0.08135140687227249, -0.04363414645195007, 0.14627130329608917, -0.22331692278385162, 0.1175668016076088, -0.0198478102684021, -0.10503727197647095, 0.01326423604041338, -0.03999292105436325, 0.048991069197654724, -0.010250763036310673, 0.04258258268237114, -0.07281506806612015, -0.09921123832464218, -0.09943728148937225, 0.038658760488033295, -0.33836108446121216, -0.09194564819335938, 0.04098741337656975, 0.06513892859220505, 0.13123886287212372, -0.032351054251194, 0.02959578111767769, 0.010889272205531597, 0.03372367098927498, -0.02436300925910473, 0.08541186153888702, 0.01102208811789751, 0.0131607661023736, -0.12395983189344406, -0.07716071605682373, 0.026653608307242393, -0.10947735607624054, 0.04307332634925842, 0.07237446308135986, 0.04980934038758278, 0.13510501384735107, -0.08600194752216339, 0.013372647576034069, 0.030915483832359314, -0.1560734361410141, 0.03345432132482529, -0.030332397669553757, 0.03920335695147514, -0.06968366354703903, -0.07300971448421478, 0.008742214180529118, 0.08712747693061829, -0.11302481591701508, -0.06699661910533905, 0.10159587115049362, -0.054829344153404236, 0.2265527993440628, -0.0011205764021724463, -0.146173894405365, 0.047067590057849884, -0.08336107432842255, 0.15373745560646057, -0.10109464079141617, 0.05459393188357353, 0.19101086258888245, -0.0070657311007380486, 0.01291886530816555, -0.27740633487701416, 0.0885171890258789, -0.07022807747125626, -0.004598460625857115, -0.025544194504618645 ]

[ "transformers", "safetensors", "mistral", "text-generation", "merge", "mergekit", "lazymergekit", "fblgit/UNA-TheBeagle-7b-v1", "rishiraj/CatPPT-base", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "region:us" ]

[]

[]

[ "# caTUNABeagle\n\ncaTUNABeagle is a merge of the following models using mergekit:\n* fblgit/UNA-TheBeagle-7b-v1\n* rishiraj/CatPPT-base", "## Configuration" ]

[ "TAGS\n#transformers #safetensors #mistral #text-generation #merge #mergekit #lazymergekit #fblgit/UNA-TheBeagle-7b-v1 #rishiraj/CatPPT-base #license-apache-2.0 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n", "# caTUNABeagle\n\ncaTUNABeagle is a merge of the following models using mergekit:\n* fblgit/UNA-TheBeagle-7b-v1\n* rishiraj/CatPPT-base", "## Configuration" ]

[ 93, 49, 4 ]

[ "passage: TAGS\n#transformers #safetensors #mistral #text-generation #merge #mergekit #lazymergekit #fblgit/UNA-TheBeagle-7b-v1 #rishiraj/CatPPT-base #license-apache-2.0 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n# caTUNABeagle\n\ncaTUNABeagle is a merge of the following models using mergekit:\n* fblgit/UNA-TheBeagle-7b-v1\n* rishiraj/CatPPT-base## Configuration" ]

[ -0.0947762057185173, 0.05642974376678467, -0.0039792428724467754, 0.012612665072083473, 0.07334604859352112, 0.04897880554199219, 0.1275273710489273, 0.09919827431440353, 0.09551937878131866, -0.005575387738645077, 0.07486198842525482, 0.13365919888019562, 0.07044395804405212, 0.1653422862291336, -0.03767834231257439, -0.1691397875547409, 0.10729024559259415, 0.04501451551914215, -0.0669550821185112, 0.09384790807962418, 0.14167757332324982, -0.029058238491415977, 0.1024160385131836, 0.010407140478491783, -0.0949634462594986, 0.004374078940600157, -0.036347322165966034, -0.030003992840647697, 0.05386867746710777, 0.05214601755142212, 0.08404798805713654, 0.09401457756757736, -0.019540222361683846, -0.0968766063451767, 0.04170727729797363, 0.014089575037360191, -0.051045555621385574, 0.05256382375955582, 0.09966839104890823, -0.055586058646440506, 0.04573512822389603, 0.004672344774007797, 0.025433484464883804, 0.08273081481456757, -0.05659126117825508, -0.19546352326869965, -0.06530512869358063, 0.06324784457683563, 0.049421221017837524, 0.03701214864850044, -0.0023987572640180588, 0.06372841447591782, -0.03970111161470413, 0.0931314155459404, 0.08296088129281998, -0.3782307207584381, -0.0194685198366642, 0.13354159891605377, 0.04208522289991379, 0.03249495103955269, -0.006487080827355385, -0.000617044570390135, 0.05950598046183586, -0.027929173782467842, 0.047116607427597046, -0.04392246529459953, 0.05577702075242996, -0.1134590283036232, -0.1121591329574585, -0.020726749673485756, 0.21679000556468964, 0.028090158477425575, -0.014531058259308338, -0.02663731761276722, -0.11851119995117188, 0.08212941884994507, -0.03696530684828758, 0.015019782818853855, -0.003436395199969411, 0.06119159609079361, 0.09634353965520859, -0.04427227005362511, -0.07526028901338577, -0.01740066148340702, -0.0955895185470581, 0.06666829437017441, 0.024052059277892113, 0.03564736619591713, -0.03622208163142204, 0.08617245405912399, -0.06668873131275177, -0.16036012768745422, -0.03749411553144455, -0.057064928114414215, -0.02300863154232502, 0.01161710824817419, -0.03160569444298744, -0.016532961279153824, 0.1134333685040474, 0.2736113667488098, 0.0370359905064106, 0.07467906177043915, -0.03767042234539986, 0.07004611194133759, -0.020492693409323692, 0.008188405074179173, -0.07831532508134842, -0.17690248787403107, 0.06534609198570251, 0.008389592170715332, 0.06500402092933655, -0.010999421589076519, -0.11360239237546921, -0.017047390341758728, -0.07852502167224884, 0.041070688515901566, 0.052132803946733475, 0.10864798724651337, -0.06489436328411102, -0.033132147043943405, 0.20985330641269684, -0.07053402066230774, -0.003997498191893101, 0.021212074905633926, -0.00102811970282346, 0.01788705214858055, 0.11709636449813843, -0.0004909943672828376, 0.03096742182970047, 0.03276296705007553, -0.05277904495596886, -0.08221404254436493, -0.0436442531645298, -0.06153375655412674, 0.028115935623645782, -0.10337856411933899, -0.023390181362628937, -0.1253693848848343, -0.25374361872673035, 0.045972105115652084, 0.06130431964993477, -0.04832487553358078, -0.056706689298152924, -0.053560275584459305, 0.0015917029231786728, -0.009910667315125465, -0.023862263187766075, -0.018437089398503304, -0.03393523395061493, 0.002446291968226433, -0.03711223229765892, 0.08352464437484741, -0.22333000600337982, 0.04026617854833603, -0.10578695684671402, 0.08641915768384933, -0.1445743888616562, 0.053501203656196594, -0.09258610010147095, 0.11099197715520859, -0.06072251498699188, 0.02515586093068123, -0.05794672295451164, -0.003035958157852292, 0.00744135957211256, 0.09971035271883011, -0.07025112956762314, -0.0630682036280632, 0.11239700764417648, -0.17005573213100433, -0.20094019174575806, 0.09467831999063492, 0.03961809724569321, 0.1609199494123459, 0.05854881927371025, 0.1634143739938736, 0.22398340702056885, 0.026254933327436447, -0.03140188381075859, 0.08120831102132797, -0.037328992038965225, -0.06922848522663116, 0.06004894897341728, 0.007970553822815418, -0.09868261963129044, 0.0641406774520874, 0.039310965687036514, 0.07935633510351181, 0.007247772999107838, -0.05379396304488182, -0.07992272078990936, -0.11887218058109283, 0.01603197306394577, -0.02294495515525341, -0.0017426033737137914, -0.053437650203704834, -0.03179088607430458, -0.04265112429857254, 0.10989919304847717, -0.03369840234518051, 0.010141545906662941, -0.07454466074705124, 0.1376531422138214, -0.03528081998229027, 0.0705646499991417, -0.0977238193154335, -0.03790466859936714, 0.024923717603087425, -0.010677994228899479, 0.00782690104097128, 0.03495880216360092, 0.03926112502813339, -0.01306957472115755, -0.03869667649269104, -0.0454554408788681, 0.18090103566646576, 0.04522040858864784, -0.0013006734661757946, -0.18285216391086578, 0.007864005863666534, -0.06528612226247787, 0.2681266963481903, -0.07472451031208038, 0.11104872077703476, 0.10324369370937347, 0.186143159866333, -0.029914701357483864, 0.04441968724131584, 0.009054121561348438, -0.04246217757463455, -0.05757538229227066, -0.023880766704678535, 0.07617545872926712, 0.035087067633867264, -0.1062440574169159, 0.11076916009187698, -0.08070384711027145, 0.18042081594467163, 0.1590641587972641, 0.025860989466309547, 0.012683914043009281, 0.0832761749625206, -0.002441287972033024, -0.048278942704200745, 0.07135552912950516, -0.06333524733781815, -0.07674995809793472, -0.001712279161438346, 0.1503114104270935, -0.09504671394824982, -0.030066007748246193, 0.014373334124684334, -0.023740237578749657, 0.004335368052124977, 0.07580161839723587, 0.026067597791552544, -0.21087485551834106, 0.18206529319286346, 0.28143981099128723, 0.0248407032340765, 0.1532341092824936, -0.0049699340015649796, 0.01139599084854126, -0.005657093599438667, 0.04331377521157265, 0.010364515706896782, 0.048849403858184814, -0.07010465860366821, 0.0855761244893074, 0.07706551998853683, -0.00977353099733591, 0.06451588124036789, -0.08190228790044785, 0.029197106137871742, 0.01743292808532715, -0.019549939781427383, 0.0036919654812663794, 0.06822823733091354, -0.008355067111551762, 0.09040187299251556, -0.03397291898727417, -0.11548470705747604, 0.06179053708910942, 0.010679724626243114, -0.08663623034954071, 0.15211975574493408, -0.1571809947490692, -0.26367443799972534, -0.16628548502922058, -0.06147383525967598, -0.054930903017520905, -0.010552198626101017, 0.07566386461257935, -0.010815292596817017, -0.045079682022333145, -0.10481053590774536, -0.045116227120161057, 0.008646366186439991, 0.007562856189906597, -0.0007865434745326638, 0.027880387380719185, 0.04129578545689583, -0.1276390701532364, -0.005935141816735268, 0.05869998782873154, -0.10469795763492584, 0.0781279131770134, -0.10175669193267822, 0.08120127767324448, 0.12046005576848984, -0.012787927873432636, 0.0033798569347709417, -0.03215373307466507, 0.1328704059123993, -0.05295152962207794, 0.09958573430776596, 0.09603463113307953, -0.06960155814886093, 0.07664719969034195, 0.22673656046390533, 0.00916903093457222, -0.06383863091468811, 0.0007236204110085964, -0.08084627985954285, -0.06259909272193909, -0.19957508146762848, -0.115706667304039, -0.10132921487092972, 0.1299365758895874, 0.021259022876620293, 0.06047399714589119, 0.08208028972148895, 0.1214309111237526, -0.1031428799033165, -0.04488128051161766, 0.03965360298752785, 0.08670169860124588, 0.19033995270729065, -0.0392816960811615, 0.12760823965072632, -0.13047881424427032, 0.01886511966586113, 0.07886577397584915, 0.05784491449594498, 0.10671913623809814, 0.06312070041894913, 0.11680285632610321, 0.04982437193393707, 0.14983518421649933, 0.05768630653619766, 0.10852628201246262, -0.059489913284778595, 0.001325997058302164, -0.06503332406282425, -0.06039019301533699, 0.03558586910367012, 0.040430787950754166, -0.09237280488014221, 0.03917112946510315, 0.015005427412688732, -0.0706103965640068, 0.08004679530858994, 0.12730279564857483, 0.06294865906238556, -0.21992571651935577, -0.04108496010303497, 0.046218328177928925, 0.03485111519694328, -0.04151506721973419, -0.018626205623149872, 0.00125608267262578, -0.05568203702569008, 0.18328097462654114, -0.004540452733635902, 0.09939523041248322, 0.05358133092522621, 0.011342093348503113, -0.03347935527563095, 0.022453080862760544, -0.01683349348604679, 0.09565212577581406, -0.22293537855148315, 0.09791368246078491, 0.026230977848172188, -0.01276940107345581, -0.012073059566318989, 0.0367024801671505, 0.04486677795648575, 0.2333260029554367, 0.031420014798641205, -0.02694612555205822, -0.02043132297694683, -0.05824467912316322, -0.05206019803881645, 0.03684096038341522, 0.027272053062915802, -0.05720546096563339, 0.028678903356194496, -0.02089294046163559, -0.04898649826645851, 0.016766810789704323, 0.03589210286736488, -0.11310762166976929, -0.16844330728054047, 0.07006127387285233, 0.11583079397678375, 0.05133816599845886, -0.0806955024600029, 0.005170423071831465, -0.06767190247774124, 0.19155074656009674, -0.2249227613210678, -0.09033356606960297, -0.08029910922050476, -0.1097426638007164, 0.0918847918510437, -0.050126928836107254, 0.1389182060956955, -0.07110530883073807, 0.04445136711001396, -0.08472102135419846, -0.162871852517128, 0.039624858647584915, -0.13649775087833405, -0.10732632875442505, -0.058267492800951004, 0.10966504365205765, -0.05516083166003227, 0.01844131201505661, 0.03698132187128067, 0.006259298417717218, -0.058305978775024414, -0.06415099650621414, -0.08502639085054398, 0.07821875810623169, -0.0647890567779541, 0.06806178390979767, -0.06522379070520401, -0.21482089161872864, 0.0010825332719832659, -0.04410203546285629, 0.10478775948286057, 0.2696235477924347, -0.06326206773519516, 0.10974548012018204, 0.17753471434116364, -0.0282600037753582, -0.22452956438064575, -0.0992584154009819, -0.057723771780729294, -0.029815850779414177, 0.005154406186193228, -0.13970480859279633, 0.10669174045324326, 0.09459812194108963, -0.07494959980249405, 0.1374197006225586, -0.19425992667675018, -0.09854480624198914, 0.1326473206281662, 0.0010752570815384388, 0.19651715457439423, -0.12162621319293976, -0.07449837028980255, -0.09472494572401047, -0.1560177057981491, 0.15910379588603973, -0.12356258183717728, 0.0679454579949379, -0.021722882986068726, -0.051910400390625, -0.017906906083226204, -0.016620485112071037, 0.119443878531456, -0.02263937145471573, 0.0003989297547377646, -0.0988396555185318, 0.09291557222604752, 0.14222654700279236, -0.012615521438419819, 0.09954715520143509, -0.21512499451637268, 0.015987088903784752, -0.07604214549064636, -0.0025548157282173634, -0.030392931774258614, 0.08141009509563446, -0.02459779568016529, -0.041389238089323044, -0.1136927455663681, 0.015836244449019432, 0.006809588521718979, 0.02085012197494507, 0.1285453885793686, 0.007162036374211311, 0.017996544018387794, 0.2224501520395279, 0.09318707883358002, -0.1747310310602188, 0.0716087818145752, -0.05909980833530426, -0.09309729933738708, 0.08646183460950851, -0.12115751206874847, -0.0017792712897062302, 0.060285985469818115, -0.034782588481903076, 0.054783064872026443, 0.04656650125980377, -0.04627642035484314, -0.059556350111961365, 0.15815256536006927, -0.1374780386686325, -0.12671682238578796, 0.025659305974841118, 0.09234494715929031, -0.007621559780091047, 0.06790030747652054, 0.1539878398180008, -0.02188137173652649, -0.0009256887715309858, 0.03304297849535942, 0.006864721421152353, -0.0680384635925293, 0.09822540730237961, 0.03653303533792496, 0.029819918796420097, -0.11146468669176102, 0.0864543691277504, 0.06538482755422592, -0.07748732715845108, -0.05043277144432068, 0.06565925478935242, -0.14744475483894348, -0.1058327853679657, -0.07422088831663132, 0.12296166270971298, -0.0446300134062767, -0.09521003812551498, -0.08210761845111847, -0.1274038404226303, 0.038162291049957275, 0.20554107427597046, 0.08150891214609146, 0.06269564479589462, 0.03357590362429619, -0.04020839184522629, -0.020734526216983795, 0.07429009675979614, 0.022758949548006058, 0.09724129736423492, -0.12238626182079315, -0.040193092077970505, 0.007096623536199331, -0.0016404790803790092, -0.035701606422662735, 0.009164558723568916, -0.11132045835256577, -0.04365219175815582, -0.08335777372121811, 0.011040642857551575, -0.12520843744277954, -0.03622628375887871, -0.0037063637282699347, -0.04758185148239136, -0.03216170147061348, -0.004730171989649534, -0.04172275587916374, -0.020328931510448456, -0.0005403405521064997, 0.0899583101272583, -0.12327221035957336, -0.030070431530475616, 0.046556729823350906, -0.05513082444667816, 0.06350263953208923, -0.002035551005974412, -0.039349768310785294, -0.00505304429680109, -0.1990445852279663, -0.09317313134670258, 0.04089053347706795, 0.04757368937134743, 0.020241089165210724, 0.014973503537476063, -0.002969859866425395, 0.0577751062810421, -0.047256823629140854, 0.005806274712085724, 0.11483202874660492, -0.08907011151313782, 0.035936564207077026, -0.06032239645719528, -0.03211994096636772, -0.014640345238149166, -0.03667840734124184, 0.07499326765537262, 0.035227738320827484, 0.18077650666236877, -0.058996811509132385, 0.017332928255200386, -0.1582346111536026, -0.012725421227514744, -0.011972717009484768, -0.18192119896411896, -0.021601689979434013, -0.07842577248811722, -0.037949275225400925, -0.010887311771512032, 0.14255894720554352, -0.07669182121753693, -0.16769608855247498, 0.030242053791880608, 0.04080909863114357, 0.05603921785950661, 0.009244071319699287, 0.2656943202018738, 0.09488711506128311, 0.026159202679991722, -0.12311030924320221, 0.025651410222053528, 0.03785186633467674, -0.025351056829094887, -0.02781597338616848, 0.07663696259260178, -0.017536327242851257, 0.08290968835353851, 0.07630176842212677, -0.008284386247396469, 0.030068829655647278, 0.01085797231644392, -0.042434897273778915, 0.04529707506299019, 0.027854060754179955, 0.13926959037780762, 0.15290294587612152, -0.0751073956489563, 0.03506999462842941, 0.025017622858285904, 0.010227403603494167, -0.06064349785447121, -0.11872938275337219, -0.08261033147573471, -0.14686621725559235, -0.03230012208223343, -0.061214644461870193, -0.03557732701301575, 0.06322833150625229, 0.017152950167655945, -0.008814459666609764, 0.16048090159893036, -0.032605111598968506, -0.009686524048447609, 0.03072802722454071, -0.0032146333251148462, -0.054668109863996506, -0.009252611547708511, -0.0653395727276802, 0.006023489870131016, 0.033368658274412155, -0.029749160632491112, 0.04377802833914757, 0.03424762934446335, 0.04280858486890793, -0.02693546935915947, -0.07319571077823639, -0.031086567789316177, 0.045508645474910736, -0.005234351847320795, 0.06323559582233429, 0.006849749945104122, -0.01595292240381241, 0.03129202127456665, 0.035413146018981934, -0.018032317981123924, -0.12173470854759216, -0.05116948112845421, 0.2007380872964859, -0.029071861878037453, 0.03723738342523575, 0.023830978199839592, -0.046042706817388535, -0.021275553852319717, 0.20516197383403778, 0.2586285471916199, -0.03699300438165665, 0.016976291313767433, -0.025825604796409607, 0.013292339630424976, 0.01850024051964283, 0.07632444053888321, 0.05157889798283577, 0.18674440681934357, -0.011342460289597511, 0.025413259863853455, -0.04610713943839073, -0.036226045340299606, -0.1160394623875618, -0.016136251389980316, -0.018709391355514526, -0.052444469183683395, 0.011696474626660347, 0.09521625936031342, -0.025528065860271454, 0.0031183394603431225, 0.009047211147844791, -0.08849845081567764, -0.06350511312484741, -0.0895385891199112, 0.09128478914499283, 0.0016305032186210155, -0.018014591187238693, -0.07328596711158752, 0.005728929303586483, 0.07947535812854767, -0.04535692557692528, -0.09718332439661026, -0.08861613273620605, 0.014086786657571793, -0.22249922156333923, 0.14116200804710388, -0.029562704265117645, 0.012418650090694427, 0.10211768001317978, 0.0024512731470167637, -0.10988128185272217, 0.044995322823524475, 0.01309328805655241, 0.05005175247788429, 0.025871755555272102, 0.005683960858732462, -0.03610028699040413, 0.08831050992012024, 0.048681534826755524, -0.10806595534086227, 0.06726612895727158, 0.06211395189166069, -0.0653500184416771, -0.0467333160340786, 0.04731645807623863, -0.042463529855012894, 0.10257502645254135, 0.10699903964996338, -0.05007978156208992, -0.024598846212029457, -0.035017307847738266, 0.01830078475177288, 0.07469087839126587, -0.001980135217308998, -0.01618961989879608, -0.13896657526493073, -0.03899524733424187, -0.001667406177148223, 0.04555327072739601, -0.18145239353179932, -0.06063862890005112, -0.17274166643619537, -0.0228560958057642, -0.1137152910232544, 0.0583997443318367, 0.10811126232147217, 0.026130082085728645, -0.01127127930521965, -0.16441063582897186, -0.04096643999218941, 0.06570681929588318, -0.06910890340805054, -0.08137194812297821 ]

[ "arxiv:1910.09700", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID\n\n\n\nThis modelcard aims to be a base template for new models. It has been generated using this raw template.", "## Model Details", "### Model Description\n\n\n\n\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ "TAGS\n#arxiv-1910.09700 #region-us \n", "# Model Card for Model ID\n\n\n\nThis modelcard aims to be a base template for new models. It has been generated using this raw template.", "## Model Details", "### Model Description\n\n\n\n\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ 15, 29, 3, 54, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4 ]

[ "passage: TAGS\n#arxiv-1910.09700 #region-us \n# Model Card for Model ID\n\n\n\nThis modelcard aims to be a base template for new models. It has been generated using this raw template.## Model Details### Model Description\n\n\n\n\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact" ]

[ -0.1066984087228775, 0.19898438453674316, -0.002620849059894681, 0.027911467477679253, 0.09412756562232971, 0.02142420969903469, 0.05197415128350258, 0.12995286285877228, -0.022686492651700974, 0.09772004932165146, 0.07303693890571594, 0.09985987842082977, 0.11060800403356552, 0.19985371828079224, 0.022886212915182114, -0.19676423072814941, 0.0380873903632164, -0.07859895378351212, -0.0053507364355027676, 0.12146519124507904, 0.14281919598579407, -0.09727081656455994, 0.09723988175392151, -0.0014166681794449687, -0.036095861345529556, -0.032103247940540314, -0.07407337427139282, -0.015863366425037384, 0.04475326091051102, 0.04351950064301491, 0.06786411255598068, -0.005140793044120073, 0.08499236404895782, -0.25888389348983765, 0.01854773797094822, 0.04429004341363907, -0.010532835498452187, 0.08963978290557861, 0.08659035712480545, -0.0503561794757843, 0.133544921875, -0.022494465112686157, 0.13020861148834229, 0.09404259920120239, -0.09533175081014633, -0.22292618453502655, -0.06270451098680496, 0.08238474279642105, 0.17174527049064636, 0.08238210529088974, -0.04212580993771553, 0.11285244673490524, -0.08852370828390121, 0.009028825908899307, 0.026999270543456078, -0.06745808571577072, -0.0541369654238224, 0.06993507593870163, 0.10711865872144699, 0.058814842253923416, -0.11843946576118469, -0.02349478006362915, 0.02842799760401249, 0.03442508354783058, 0.06341962516307831, 0.009891163557767868, 0.16722379624843597, 0.02796054631471634, -0.14623764157295227, -0.045774128288030624, 0.14920903742313385, 0.03012506291270256, -0.04215821996331215, -0.20709463953971863, -0.006747975014150143, -0.08887778222560883, -0.02198212593793869, -0.04837455600500107, 0.049169208854436874, 0.017894232645630836, 0.1088389903306961, -0.04266509786248207, -0.09933976829051971, -0.01135216560214758, 0.09378619492053986, 0.0346422903239727, 0.014278990216553211, -0.007528449408710003, -0.0004577430372592062, 0.1285746544599533, 0.05469144508242607, -0.12714460492134094, -0.06107940524816513, -0.07115962356328964, -0.038405947387218475, -0.0369131825864315, 0.02906898967921734, 0.04100806638598442, 0.043637074530124664, 0.256840318441391, -0.004247268196195364, 0.055150821805000305, 0.07816781103610992, 0.029096456244587898, 0.05928764492273331, 0.1027042493224144, -0.05899541452527046, -0.16195039451122284, -0.010378924198448658, 0.08282309025526047, -0.001994097838178277, -0.03426366299390793, -0.07769469916820526, 0.04409316927194595, 0.03231460228562355, 0.10194675624370575, 0.10213643312454224, -0.00840142834931612, -0.06900389492511749, -0.06323889642953873, 0.2089644968509674, -0.140780970454216, 0.04491811990737915, 0.014242668636143208, -0.02261270396411419, -0.03249955177307129, 0.01572984829545021, 0.02586018666625023, -0.03010505624115467, 0.0799839049577713, -0.07839398831129074, -0.03527021035552025, -0.12673307955265045, -0.027471506968140602, 0.022427299991250038, -0.003538058837875724, -0.020284080877900124, -0.028788061812520027, -0.07818468660116196, -0.09368987381458282, 0.11955387890338898, -0.06332498788833618, -0.04999423027038574, -0.03507404401898384, -0.08191268146038055, 0.029741330072283745, 0.037989094853401184, 0.09118469059467316, -0.02362010069191456, 0.030886046588420868, -0.011452100239694118, 0.06288884580135345, 0.05513912811875343, 0.03946930542588234, -0.08444610983133316, 0.06066261604428291, -0.20766597986221313, 0.09049645811319351, -0.061090268194675446, 0.035395506769418716, -0.16141952574253082, -0.007028630934655666, 0.010053620673716068, 0.03627076745033264, 0.029977615922689438, 0.15956375002861023, -0.21718010306358337, -0.033392831683158875, 0.13398465514183044, -0.10535142570734024, -0.10920390486717224, 0.03313661739230156, -0.05438750982284546, 0.1846301406621933, 0.021011749282479286, -0.0004254789964761585, 0.07448633760213852, -0.12248582392930984, -0.023236358538269997, -0.017138930037617683, -0.02830614522099495, 0.0713268369436264, 0.081262968480587, -0.09127437323331833, 0.018645839765667915, 0.012333624064922333, -0.04975755140185356, -0.027676379308104515, -0.039810311049222946, -0.1081002727150917, -0.0050798640586435795, -0.07177256047725677, 0.0032630744390189648, -0.016572296619415283, -0.08035643398761749, 0.001617362373508513, -0.16802436113357544, -0.02455195039510727, 0.07920140773057938, 0.00814704317599535, -0.014599336311221123, -0.09017311781644821, 0.05735816806554794, -0.0606040433049202, -0.027315329760313034, -0.14675214886665344, 0.0052270544692873955, 0.013336344622075558, -0.14710111916065216, 0.020299475640058517, -0.10115809738636017, 0.06349264085292816, 0.011477353982627392, -0.04672861844301224, -0.04369935020804405, 0.00010367027425672859, 0.003724793205037713, -0.053453478962183, -0.23140744864940643, -0.03374785929918289, -0.044856321066617966, 0.15386763215065002, -0.21619822084903717, 0.036581382155418396, 0.04023589566349983, 0.11894483119249344, -0.0035392972640693188, -0.05845631659030914, 0.02484537661075592, -0.07670248299837112, -0.039557602256536484, -0.07007710635662079, 0.001572409993968904, -0.0014461677055805922, -0.04872008040547371, 0.016424696892499924, -0.12396717816591263, -0.06818132847547531, 0.11014950275421143, 0.04142379015684128, -0.15492349863052368, -0.0041915783658623695, -0.030916975811123848, -0.06000775843858719, -0.05342598259449005, -0.05972793325781822, 0.11303042620420456, 0.04413822293281555, 0.03973376750946045, -0.07595038414001465, -0.05902018025517464, 0.010918207466602325, -0.029565786942839622, -0.016297759488224983, 0.093429334461689, 0.0999373197555542, -0.12134627997875214, 0.0989208072423935, 0.07267444580793381, 0.03332529962062836, 0.08463598042726517, -0.010384823195636272, -0.10775253921747208, -0.031286682933568954, 0.028272075578570366, 0.002783637959510088, 0.16402263939380646, -0.07852847874164581, 0.05485396459698677, 0.04151233285665512, -0.02716772072017193, 0.05665498599410057, -0.0957925021648407, 0.01761704683303833, 0.021760543808341026, -0.005722802598029375, 0.007382235489785671, -0.030695531517267227, -0.00876180361956358, 0.07580762356519699, 0.06536837667226791, 0.03976568952202797, 0.033472709357738495, -0.029367417097091675, -0.13732430338859558, 0.1905110627412796, -0.10305890440940857, -0.22935202717781067, -0.1717958003282547, 0.05177067220211029, 0.05311822518706322, -0.006569376215338707, 0.025543777272105217, -0.06189529225230217, -0.10580533742904663, -0.08138279616832733, 0.018486447632312775, 0.006763557903468609, -0.06118743494153023, -0.09133443981409073, 0.039310213178396225, 0.03854845091700554, -0.130089670419693, 0.03713662177324295, 0.05565035715699196, -0.013944907113909721, -0.01169645506888628, 0.04666148126125336, 0.09532339870929718, 0.19625136256217957, -0.007600754965096712, -0.008414373733103275, 0.06695323437452316, 0.291735976934433, -0.15341155230998993, 0.12901893258094788, 0.12389722466468811, -0.07051796466112137, 0.08391714096069336, 0.18495109677314758, 0.03306480497121811, -0.09837296605110168, 0.020791195333003998, 0.02582281269133091, -0.026949184015393257, -0.2523637115955353, -0.05266418308019638, -0.006489538121968508, -0.11327216774225235, 0.0706535056233406, 0.08739753067493439, 0.09179038554430008, 0.052998367697000504, -0.06112697720527649, -0.09166146069765091, -0.0003765109577216208, 0.11145967245101929, -0.04029975086450577, 0.002805144991725683, 0.07836277037858963, -0.040786001831293106, 0.013674819841980934, 0.09837955981492996, 0.005413474980741739, 0.16164012253284454, 0.06552805751562119, 0.13401569426059723, 0.08540262281894684, 0.07983675599098206, 0.011559084989130497, 0.0339510552585125, 0.006372304633259773, 0.017902348190546036, 0.009317909367382526, -0.07689813524484634, 0.023254239931702614, 0.11834190040826797, 0.040373314172029495, 0.045214686542749405, 0.011671608313918114, -0.039621613919734955, 0.03956446796655655, 0.1767490804195404, 0.016947781667113304, -0.2155885547399521, -0.0772833302617073, 0.06542522460222244, -0.058402981609106064, -0.1495116949081421, -0.025624670088291168, 0.02235453948378563, -0.1576213240623474, 0.0005415278719738126, -0.028421247377991676, 0.10273677110671997, -0.09609103202819824, -0.04047273099422455, 0.08817856013774872, 0.0699915885925293, -0.028443265706300735, 0.062181491404771805, -0.17871366441249847, 0.12371177971363068, 0.03400380536913872, 0.07102521508932114, -0.09190616011619568, 0.09926209598779678, -0.005890274420380592, 0.013706923462450504, 0.1655038744211197, 0.015541122294962406, -0.09426835179328918, -0.0710771307349205, -0.08823360502719879, -0.013685347512364388, 0.09967034310102463, -0.13288703560829163, 0.06852756440639496, -0.019996264949440956, -0.027522722259163857, 0.006831855047494173, -0.08690175414085388, -0.13149002194404602, -0.18112291395664215, 0.05532965436577797, -0.10246208310127258, 0.024886637926101685, -0.07404468208551407, -0.04842938482761383, 0.040009692311286926, 0.19972540438175201, -0.21909521520137787, -0.10020548850297928, -0.15154099464416504, -0.11518421769142151, 0.16108576953411102, -0.04635784775018692, 0.09108468145132065, -0.01019457820802927, 0.1620863974094391, 0.010745878331363201, -0.02071799710392952, 0.1160653606057167, -0.0854450985789299, -0.1714930683374405, -0.05915606766939163, 0.14893034100532532, 0.14446774125099182, 0.035233963280916214, -0.01287093386054039, 0.031883079558610916, -0.07141809165477753, -0.11891574412584305, 0.03534413129091263, 0.13700434565544128, 0.06963939964771271, -0.01262744888663292, -0.03579355776309967, -0.09220988303422928, -0.0504169799387455, -0.03974350169301033, 0.008700315840542316, 0.18124674260616302, -0.07448253035545349, 0.15189899504184723, 0.13152532279491425, -0.0723627433180809, -0.20356547832489014, 0.06049336493015289, 0.0346653088927269, 0.02138940617442131, 0.01630406267940998, -0.21584440767765045, 0.08776868134737015, -0.006339477840811014, -0.06874293833971024, 0.18010607361793518, -0.17902927100658417, -0.13895957171916962, 0.0988360270857811, 0.03516041859984398, -0.1823381632566452, -0.13705183565616608, -0.09613028168678284, -0.03228107467293739, -0.1230158656835556, 0.05866828188300133, 0.026329705491662025, 0.015535218641161919, 0.021184591576457024, 0.029537182301282883, 0.019990645349025726, -0.050314560532569885, 0.2066401094198227, -0.012754418887197971, 0.013829488307237625, -0.06200092285871506, -0.10324833542108536, 0.04607655853033066, -0.05281443893909454, 0.11618918925523758, 0.0008675124263390899, 0.0222539734095335, -0.1703120321035385, -0.034940678626298904, -0.05094180256128311, 0.03240950033068657, -0.0940355733036995, -0.09862573444843292, -0.04792311042547226, 0.0863310769200325, 0.09178805351257324, -0.02642832137644291, -0.0012948049698024988, -0.10240978002548218, 0.04736471548676491, 0.19468940794467926, 0.19447913765907288, 0.056417278945446014, -0.06639297306537628, 0.028046250343322754, -0.03318989276885986, 0.0474521666765213, -0.24178913235664368, 0.03477860614657402, 0.05343414843082428, 0.011909419670701027, 0.08445286750793457, -0.003811764298006892, -0.16544894874095917, -0.0645582303404808, 0.08673491328954697, -0.044566020369529724, -0.1641440987586975, -0.032721146941185, 0.022641237825155258, -0.20684140920639038, -0.04179441183805466, 0.011281585320830345, -0.019901549443602562, -0.0412454716861248, 0.019307231530547142, 0.07510565966367722, -0.03287685289978981, 0.08019816875457764, 0.09813148528337479, 0.08825678378343582, -0.10000404715538025, 0.08111211657524109, 0.06777224689722061, -0.04150259494781494, 0.033621978014707565, 0.10420102626085281, -0.04986701160669327, -0.04245395585894585, 0.08457721024751663, 0.12530498206615448, -0.023088322952389717, -0.05413966253399849, 0.01212761178612709, -0.04834878444671631, 0.054270725697278976, 0.10672589391469955, 0.03587748110294342, -0.0011736709857359529, 0.050750378519296646, 0.028017738834023476, -0.10256616771221161, 0.08914750814437866, 0.03725229576230049, 0.01791483536362648, -0.03840089589357376, -0.04189951717853546, 0.004631043411791325, -0.01516848523169756, -0.018755726516246796, -0.0170601699501276, -0.08432288467884064, -0.012585177086293697, -0.11483073979616165, 0.008729316294193268, -0.06474046409130096, 0.0068718683905899525, 0.030621705576777458, -0.048198994249105453, 0.002455118577927351, 0.0015593849821016192, -0.0763937458395958, -0.051290228962898254, -0.013947847299277782, 0.06659863144159317, -0.12318508327007294, 0.042245566844940186, 0.06755290925502777, -0.0967436209321022, 0.06653253734111786, -0.007241120561957359, 0.011410431936383247, 0.0035017048940062523, -0.15551216900348663, 0.04931795224547386, -0.02801262028515339, -0.024408893659710884, 0.02252740040421486, -0.1943521499633789, -0.0076536573469638824, -0.04313570633530617, -0.0573619082570076, -0.004662544000893831, -0.010509601794183254, -0.11749584227800369, 0.10912971943616867, 0.007869033142924309, -0.06068027764558792, -0.027412936091423035, 0.04882120341062546, 0.10086818784475327, -0.02643461339175701, 0.13437911868095398, -0.007259611040353775, 0.07193886488676071, -0.16531120240688324, -0.004601365886628628, -0.012241186574101448, 0.0436379611492157, -0.026195699349045753, -0.0405074842274189, 0.046567026525735855, -0.02435867115855217, 0.19325846433639526, -0.022945057600736618, 0.07084392011165619, 0.04857128486037254, 0.032133232802152634, 0.015501349233090878, 0.0795411467552185, 0.07082084566354752, -0.005705251824110746, 0.0012581591727212071, 0.03978053480386734, 0.017982542514801025, -0.03728210926055908, -0.1555383801460266, 0.06970943510532379, 0.13411745429039001, 0.06166819855570793, 0.04408809542655945, 0.016431381925940514, -0.10990120470523834, -0.0851396843791008, 0.11883285641670227, -0.007235993165522814, -0.03617050126194954, -0.06722866743803024, 0.173916757106781, 0.14665542542934418, -0.1881304681301117, 0.07379920780658722, -0.04021890461444855, -0.047917887568473816, -0.1390228271484375, -0.19778694212436676, -0.05708994343876839, -0.04697444662451744, -0.031041637063026428, -0.06054393947124481, 0.0458466075360775, 0.05282822251319885, -0.0030727433040738106, -0.022938158363103867, 0.09914897382259369, 0.015943726524710655, -0.02539999410510063, 0.02896830625832081, 0.05823741853237152, 0.03165817633271217, -0.08659189939498901, 0.015606595203280449, 0.005570207256823778, 0.012911485508084297, 0.06870248168706894, 0.02457418665289879, -0.05173683166503906, 0.027958450838923454, -0.022081928327679634, -0.11900684982538223, 0.030582444742321968, -0.008381795138120651, -0.040503326803445816, 0.13942766189575195, 0.027071574702858925, 0.004188410937786102, -0.01948714442551136, 0.21969179809093475, -0.07356120645999908, -0.06005077436566353, -0.13661882281303406, 0.08630871772766113, -0.0646464005112648, 0.0389556810259819, 0.019435638561844826, -0.1268240362405777, 0.018831565976142883, 0.177330881357193, 0.1440054327249527, -0.01947030983865261, 0.0009323913836851716, 0.04481814056634903, 0.005301912315189838, -0.0307242963463068, 0.02539828233420849, 0.04486451670527458, 0.15326927602291107, -0.08694307506084442, 0.06786760687828064, -0.017319831997156143, -0.0827098861336708, -0.012140425853431225, 0.11545486748218536, -0.006142809521406889, 0.0005785097600892186, -0.06454599648714066, 0.1289747804403305, -0.09516481310129166, -0.20264828205108643, 0.06106545776128769, -0.06001608073711395, -0.13382460176944733, -0.04726420342922211, 0.03044959343969822, -0.012021848000586033, 0.015416436828672886, 0.06878575682640076, -0.056695982813835144, 0.18439672887325287, 0.04437119513750076, -0.07817023992538452, -0.10054308921098709, 0.05510885640978813, -0.15851499140262604, 0.2766340374946594, 0.028239939361810684, 0.029272811487317085, 0.10791875422000885, -0.003789537586271763, -0.14966876804828644, 0.014645657502114773, 0.09151527285575867, -0.055869899690151215, 0.05673375353217125, 0.17499114573001862, 0.0023246139753609896, 0.11875680834054947, 0.04801327362656593, -0.05847916379570961, 0.053358294069767, -0.10834988206624985, -0.05009477213025093, -0.10316772758960724, 0.06604080647230148, -0.08997134119272232, 0.1677444577217102, 0.12227477133274078, -0.0657745748758316, -0.012364364229142666, -0.022101426497101784, 0.08321168273687363, 0.01727793924510479, 0.10294997692108154, 0.009740419685840607, -0.16769815981388092, 0.037040822207927704, 0.015676027163863182, 0.09718561172485352, -0.194975346326828, -0.05438392236828804, 0.04106029495596886, -0.019167637452483177, -0.07238626480102539, 0.11234915256500244, 0.04907934367656708, 0.053642772138118744, -0.04926076903939247, -0.025769544765353203, 0.009724765084683895, 0.1444830447435379, -0.1114528551697731, -0.024292191490530968 ]

[ "transformers", "safetensors", "arxiv:1910.09700", "endpoints_compatible", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ "TAGS\n#transformers #safetensors #arxiv-1910.09700 #endpoints_compatible #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ 31, 6, 3, 82, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4 ]

[ "passage: TAGS\n#transformers #safetensors #arxiv-1910.09700 #endpoints_compatible #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact" ]

[ -0.06646376848220825, 0.2168014943599701, -0.00225935154594481, 0.023818302899599075, 0.1271018385887146, -0.001635765191167593, 0.04218708351254463, 0.13324736058712006, -0.020175931975245476, 0.11144465953111649, 0.046588581055402756, 0.09377603232860565, 0.09928803145885468, 0.18404334783554077, 0.04859916493296623, -0.2059975117444992, 0.007056170143187046, -0.09090408682823181, 0.014076028019189835, 0.1116579994559288, 0.13719257712364197, -0.10291384905576706, 0.08272874355316162, -0.04045208916068077, -0.02019004337489605, 0.00012576708104461432, -0.09259183704853058, -0.07032395154237747, 0.06885425746440887, 0.06264153122901917, 0.051234472543001175, 0.001456156256608665, 0.09140396863222122, -0.2864592671394348, 0.017265573143959045, 0.08406311273574829, 0.0027674848679453135, 0.06290827691555023, 0.07236549258232117, -0.07389893382787704, 0.11328595131635666, -0.08021481335163116, 0.13019037246704102, 0.08625296503305435, -0.062064990401268005, -0.23071379959583282, -0.07525765895843506, 0.0963398814201355, 0.12251301854848862, 0.06215599179267883, -0.022921854630112648, 0.15455181896686554, -0.06248689442873001, 0.012971068732440472, 0.1294165402650833, -0.11526761949062347, -0.05572471022605896, 0.061741601675748825, 0.11775490641593933, 0.10740239918231964, -0.14110268652439117, -0.0017287094378843904, 0.04900608956813812, 0.029121357947587967, 0.08589313924312592, 0.022661056369543076, 0.12003941088914871, 0.04652795568108559, -0.13695219159126282, -0.04037507623434067, 0.12011898308992386, 0.038862764835357666, -0.06446044892072678, -0.2168138176202774, -0.006778308190405369, -0.0601806715130806, -0.014732478186488152, -0.07019448280334473, 0.039128515869379044, -0.02470310963690281, 0.07317749410867691, -0.04465159401297569, -0.1063927412033081, -0.0421026237308979, 0.0892222449183464, 0.07748593389987946, 0.011527054943144321, -0.02519804798066616, 0.04627908393740654, 0.13455867767333984, 0.05402068421244621, -0.10399353504180908, -0.07017925381660461, -0.06942764669656754, -0.09420394152402878, -0.04035796597599983, 0.056760527193546295, 0.031942449510097504, 0.02665667235851288, 0.22703726589679718, 0.016653569415211678, 0.04155244305729866, 0.0224777739495039, 0.01032855175435543, 0.043662428855895996, 0.0955500528216362, -0.05303520709276199, -0.15660029649734497, -0.04072032496333122, 0.09077946096658707, -0.0027527001220732927, -0.036689214408397675, -0.03966725245118141, 0.03849169611930847, 0.06843466311693192, 0.13122352957725525, 0.07552056759595871, -0.017929591238498688, -0.04813180863857269, -0.030096933245658875, 0.23523783683776855, -0.1493375599384308, 0.04426715523004532, -0.02271856553852558, -0.01804111897945404, -0.03908449783921242, 0.03597262129187584, 0.022118929773569107, -0.000004518366949923802, 0.09706240892410278, -0.058981191366910934, -0.05378659814596176, -0.10168042778968811, -0.03272576630115509, 0.04088849574327469, -0.013975566253066063, -0.010589460842311382, -0.09025166928768158, -0.09490354359149933, -0.04766594246029854, 0.05537205561995506, -0.05123869329690933, -0.03770573064684868, 0.009465423412621021, -0.08151785284280777, -0.005444355774670839, -0.005417742300778627, 0.10699385404586792, -0.03222226724028587, 0.04445803165435791, -0.027600755915045738, 0.05225523188710213, 0.09919606149196625, 0.031576547771692276, -0.0773419588804245, 0.0561848059296608, -0.22559374570846558, 0.07503069192171097, -0.11481974273920059, 0.04335082694888115, -0.1704932004213333, -0.042439818382263184, 0.005444696638733149, 0.0139949731528759, 0.013206101022660732, 0.12720820307731628, -0.19255615770816803, -0.01654396951198578, 0.13260798156261444, -0.09212633967399597, -0.118110790848732, 0.07884611934423447, -0.029701577499508858, 0.1624738723039627, 0.04682036489248276, -0.027025915682315826, 0.09224298596382141, -0.16434773802757263, -0.07092688232660294, -0.00949116237461567, -0.01727987825870514, 0.12109188735485077, 0.07512219995260239, -0.05991523340344429, 0.046571120619773865, 0.02832140028476715, -0.038078423589468, -0.04424772411584854, -0.050857074558734894, -0.10884185880422592, -0.01070026308298111, -0.08987759798765182, 0.04065500199794769, -0.01250192429870367, -0.07916021347045898, -0.029885273426771164, -0.18612512946128845, -0.0030564051121473312, 0.10038342326879501, 0.0035033065360039473, -0.005652366206049919, -0.08666291832923889, 0.026358824223279953, -0.03112892620265484, -0.008404186926782131, -0.16764774918556213, -0.04399421438574791, 0.046902090311050415, -0.16094985604286194, 0.020117372274398804, -0.06413903087377548, 0.06334125250577927, 0.03641495108604431, -0.05590536445379257, -0.0248766727745533, -0.01730942726135254, 0.011945613659918308, -0.05083848536014557, -0.18994836509227753, -0.056277405470609665, -0.037882111966609955, 0.149809330701828, -0.25956398248672485, 0.032966937869787216, 0.051140617579221725, 0.14649195969104767, 0.00406361510977149, -0.05115427449345589, 0.01429014839231968, -0.05360214412212372, -0.054652128368616104, -0.06746816635131836, -0.006135428790003061, -0.027576493099331856, -0.05147203803062439, 0.019243421033024788, -0.1755700707435608, -0.021410830318927765, 0.09424154460430145, 0.12876708805561066, -0.1486445665359497, -0.018640631809830666, -0.048725154250860214, -0.06339836865663528, -0.0715010017156601, -0.07038594037294388, 0.10712739825248718, 0.0513901449739933, 0.04796046018600464, -0.07435787469148636, -0.07092321664094925, 0.02726263552904129, 0.006906150374561548, -0.03382374346256256, 0.08727246522903442, 0.05199531093239784, -0.09209315478801727, 0.0756213590502739, 0.1092359870672226, 0.07177663594484329, 0.09363535046577454, 0.01574566215276718, -0.11756632477045059, -0.028492970392107964, 0.036266472190618515, 0.02740776725113392, 0.1465986967086792, -0.05952361226081848, 0.04016614332795143, 0.04494241625070572, -0.04170418903231621, 0.022319864481687546, -0.08787637203931808, 0.024075502529740334, 0.025203049182891846, -0.0034381982404738665, 0.06284574419260025, -0.02525499276816845, -0.0050758360885083675, 0.07016654312610626, 0.047779910266399384, 0.04621000960469246, 0.009655474685132504, -0.01720241829752922, -0.1047825813293457, 0.16950392723083496, -0.0951867327094078, -0.269941508769989, -0.17632324993610382, 0.026197833940386772, 0.04035249724984169, -0.022378476336598396, 0.031619444489479065, -0.07056326419115067, -0.10630585998296738, -0.1060405746102333, -0.002429972169920802, 0.01714223250746727, -0.06364088505506516, -0.0741225928068161, 0.07348573952913284, 0.04382912442088127, -0.14902326464653015, 0.038552410900592804, 0.055694397538900375, -0.057955220341682434, -0.0233661737293005, 0.09118817001581192, 0.12397737801074982, 0.14583967626094818, -0.021366750821471214, -0.028626007959246635, 0.029004426673054695, 0.19620531797409058, -0.13469526171684265, 0.10371150821447372, 0.13814030587673187, -0.04545360431075096, 0.08360563963651657, 0.1560150384902954, 0.029186224564909935, -0.08317049592733383, 0.05044832453131676, 0.04082648828625679, -0.043159641325473785, -0.2666129767894745, -0.0534592866897583, 0.012832709588110447, -0.06255637854337692, 0.09786593168973923, 0.10183793306350708, 0.11542957276105881, 0.034910861402750015, -0.07166364789009094, -0.043925940990448, -0.0058974819257855415, 0.11737963557243347, -0.05490213260054588, -0.012639665976166725, 0.07686592638492584, -0.05086168646812439, 0.005355054512619972, 0.10266812145709991, 0.02973790094256401, 0.17442677915096283, 0.020399179309606552, 0.11231429129838943, 0.06195578724145889, 0.08633565157651901, 0.0007386076031252742, 0.02951662428677082, 0.05147615820169449, 0.017203815281391144, -0.002300140680745244, -0.10421168059110641, -0.006156572140753269, 0.1449710875749588, 0.028103826567530632, 0.029669636860489845, -0.0018948549404740334, -0.005003341939300299, 0.05121048167347908, 0.1746254414319992, -0.011592294089496136, -0.22072425484657288, -0.0845772922039032, 0.06936841458082199, -0.06218599155545235, -0.12968985736370087, -0.026130788028240204, 0.045467354357242584, -0.17519839107990265, 0.026703642681241035, -0.027433741837739944, 0.0919293761253357, -0.09345759451389313, -0.02221956104040146, 0.03687324374914169, 0.084866963326931, -0.014529162086546421, 0.08703910559415817, -0.14498743414878845, 0.11886418610811234, 0.02978132851421833, 0.09024628251791, -0.11081171780824661, 0.07909037172794342, -0.007550720125436783, 0.009180475026369095, 0.19379350543022156, -0.011335089802742004, -0.03514958545565605, -0.08774717897176743, -0.11210042238235474, -0.013537433929741383, 0.12687496840953827, -0.1243172138929367, 0.08773399889469147, -0.015198243781924248, -0.044079482555389404, 0.00937260314822197, -0.12100647389888763, -0.17273177206516266, -0.19628387689590454, 0.05585884302854538, -0.09575839340686798, 0.025643249973654747, -0.11914430558681488, -0.07089093327522278, -0.02952558360993862, 0.241120383143425, -0.1745356321334839, -0.06510113179683685, -0.1468164622783661, -0.046294767409563065, 0.1662203073501587, -0.04437198117375374, 0.0718095526099205, -0.0208172257989645, 0.20345525443553925, 0.005988610442727804, -0.004939318168908358, 0.06724198162555695, -0.08892562240362167, -0.16873881220817566, -0.06771010160446167, 0.1510489284992218, 0.11680185794830322, 0.04907919466495514, -0.002248800592496991, 0.0011772146681323647, -0.016943959519267082, -0.1137804463505745, -0.0033210667315870523, 0.16037839651107788, 0.03878779336810112, 0.025986969470977783, -0.05243593826889992, -0.08797456324100494, -0.06899320334196091, -0.06853509694337845, 0.06221301481127739, 0.19590823352336884, -0.10376439243555069, 0.1700313836336136, 0.147536963224411, -0.07305635511875153, -0.23175598680973053, 0.035342130810022354, 0.04983805492520332, 0.0014306638622656465, 0.04886869341135025, -0.18252557516098022, 0.10521943867206573, 0.019543392583727837, -0.05505957826972008, 0.13485197722911835, -0.1557481735944748, -0.1552847921848297, 0.0722852572798729, 0.03904085233807564, -0.22423844039440155, -0.1354004591703415, -0.09622503817081451, -0.05825018882751465, -0.14065024256706238, 0.06054598465561867, -0.002136280992999673, 0.015948504209518433, 0.03500790148973465, -0.0015643214574083686, 0.027123261243104935, -0.058935679495334625, 0.18609118461608887, -0.004065449349582195, 0.020676052197813988, -0.060264769941568375, -0.0478842556476593, 0.09839435666799545, -0.06130504235625267, 0.12208222597837448, 0.004057085141539574, 0.01594383642077446, -0.10362856835126877, -0.048314861953258514, -0.04328322783112526, 0.05154227837920189, -0.07548051327466965, -0.10070807486772537, -0.043625857681035995, 0.08841723203659058, 0.07005169242620468, -0.03383097052574158, 0.00549331633374095, -0.07189501076936722, 0.10019614547491074, 0.17795267701148987, 0.17573626339435577, 0.009926567785441875, -0.07241068035364151, 0.01677953451871872, -0.04142116755247116, 0.044231921434402466, -0.2513144314289093, 0.03756171092391014, 0.06098250672221184, 0.029438555240631104, 0.09217222779989243, -0.020435843616724014, -0.1820858269929886, -0.04050002992153168, 0.08094815909862518, -0.05452597141265869, -0.22617179155349731, -0.019085140898823738, 0.0954197570681572, -0.2020406424999237, -0.007372708059847355, 0.03995226323604584, -0.048725228756666183, -0.023169852793216705, 0.00010950004070764408, 0.06317184865474701, 0.002471912419423461, 0.09773622453212738, 0.0735151618719101, 0.09715340286493301, -0.08337292820215225, 0.10562895983457565, 0.10150538384914398, -0.09572599828243256, 0.03605884686112404, 0.06754924356937408, -0.05300498008728027, -0.043293699622154236, 0.03665391728281975, 0.033023297786712646, 0.005234600510448217, -0.060321882367134094, 0.013913018628954887, -0.036497246474027634, 0.044923391193151474, 0.08326134830713272, 0.03754979372024536, -0.013354414142668247, 0.06462216377258301, 0.03401726484298706, -0.10898099094629288, 0.10366570204496384, 0.01731540448963642, 0.04105307161808014, -0.08384523540735245, -0.019968897104263306, 0.035425446927547455, 0.030576206743717194, -0.01765924133360386, -0.02306121215224266, -0.02860277332365513, -0.01614218018949032, -0.14299540221691132, -0.023106401786208153, -0.07243485748767853, 0.006181265693157911, 0.014656842686235905, -0.031884219497442245, -0.011233693920075893, 0.02475680410861969, -0.06979699432849884, -0.07426341623067856, -0.006949664559215307, 0.09833318740129471, -0.15115703642368317, 0.008848577737808228, 0.06907843053340912, -0.11088496446609497, 0.08190931379795074, -0.008411259390413761, 0.016245156526565552, 0.022527478635311127, -0.15448406338691711, 0.05601610988378525, 0.0008648968650959432, 0.01916889287531376, 0.025886621326208115, -0.16471809148788452, 0.004104440100491047, -0.04661374166607857, -0.02149827405810356, -0.00004464812809601426, -0.02647159807384014, -0.12325995415449142, 0.06858719140291214, -0.015622655861079693, -0.035931166261434555, -0.02701525390148163, 0.0539589487016201, 0.07888586074113846, -0.027474910020828247, 0.10445091128349304, -0.008690856397151947, 0.04941811040043831, -0.16801609098911285, -0.02470702864229679, -0.04982255399227142, 0.019377702847123146, 0.009884213097393513, -0.007693959400057793, 0.04183054715394974, -0.00976533442735672, 0.21883612871170044, -0.05075952783226967, 0.1607085019350052, 0.05847611650824547, -0.017352959141135216, -0.0007513365126214921, 0.06180921941995621, 0.05997028574347496, 0.04658793285489082, 0.009480604901909828, 0.023740366101264954, -0.022450892254710197, -0.006695089396089315, -0.15932634472846985, 0.01890849508345127, 0.14999441802501678, 0.06301083415746689, 0.024745315313339233, 0.05866100639104843, -0.12775006890296936, -0.12135478109121323, 0.09311001747846603, -0.026755332946777344, 0.00928465835750103, -0.08245618641376495, 0.1358020007610321, 0.14980104565620422, -0.14000412821769714, 0.05256148427724838, -0.06134212389588356, -0.05217423290014267, -0.10388828068971634, -0.12032219022512436, -0.05887215584516525, -0.053666237741708755, 0.002330566756427288, -0.03760887682437897, 0.054546963423490524, 0.03344334661960602, -0.009351172484457493, -0.00022941511997487396, 0.13597318530082703, -0.019751882180571556, -0.0028988157864660025, 0.048313532024621964, 0.03693558648228645, 0.02373051457107067, -0.05275435373187065, 0.02940409444272518, 0.02539868652820587, 0.032232340425252914, 0.06546790152788162, 0.033412106335163116, -0.047448933124542236, 0.03804153576493263, -0.0025254099164158106, -0.11207924783229828, 0.019641218706965446, -0.00460948096588254, -0.0742158442735672, 0.1268945336341858, 0.0407399944961071, 0.010224059224128723, -0.03741471841931343, 0.24361543357372284, -0.06653323769569397, -0.06378097087144852, -0.13251738250255585, 0.10491154342889786, -0.0027236645109951496, 0.06476365029811859, 0.023412218317389488, -0.1284150779247284, 0.005243356805294752, 0.13858191668987274, 0.12181595712900162, 0.0045748427510261536, 0.009228081442415714, 0.0518609918653965, 0.0025186820421367884, -0.06998204439878464, 0.054019294679164886, 0.06992026418447495, 0.12919506430625916, -0.07847554981708527, 0.07680778950452805, 0.0006860480643808842, -0.08370215445756912, -0.02947772853076458, 0.11312682181596756, -0.0409729965031147, 0.03491825982928276, -0.047444481402635574, 0.10916327685117722, -0.05787910893559456, -0.29412412643432617, 0.02350960113108158, -0.09588567912578583, -0.15202060341835022, -0.018367812037467957, 0.05944539234042168, -0.02624768204987049, 0.018029648810625076, 0.06971040368080139, -0.06011629104614258, 0.20098382234573364, 0.0335683599114418, -0.07864278554916382, -0.0664360448718071, 0.04837050288915634, -0.06564252078533173, 0.2949807047843933, 0.008418165147304535, 0.02863333560526371, 0.10770907253026962, -0.03253700211644173, -0.18271861970424652, 0.010723991319537163, 0.1133992001414299, -0.08056149631738663, 0.08200647681951523, 0.19000613689422607, -0.012578671798110008, 0.1209007054567337, 0.05294662341475487, -0.047376248985528946, 0.04217283055186272, -0.03389401361346245, -0.051268599927425385, -0.10752558708190918, 0.058453381061553955, -0.05909625440835953, 0.15447644889354706, 0.10152646154165268, -0.05671518296003342, -0.004550917539745569, -0.05555408447980881, 0.04875178262591362, 0.01804669201374054, 0.12263146042823792, 0.02951994352042675, -0.1865430772304535, 0.032826557755470276, -0.01144319772720337, 0.10186848044395447, -0.25588861107826233, -0.08421015739440918, 0.08833149075508118, -0.011924264021217823, -0.05105875805020332, 0.10560628771781921, 0.057650718837976456, 0.04243382066488266, -0.043439045548439026, -0.10480839014053345, -0.02186836116015911, 0.14663739502429962, -0.1469624787569046, -0.025013303384184837 ]

[ "transformers", "safetensors", "arxiv:1910.09700", "endpoints_compatible", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ "TAGS\n#transformers #safetensors #arxiv-1910.09700 #endpoints_compatible #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ 31, 6, 3, 82, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4 ]

[ "passage: TAGS\n#transformers #safetensors #arxiv-1910.09700 #endpoints_compatible #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact" ]

[ -0.06646376848220825, 0.2168014943599701, -0.00225935154594481, 0.023818302899599075, 0.1271018385887146, -0.001635765191167593, 0.04218708351254463, 0.13324736058712006, -0.020175931975245476, 0.11144465953111649, 0.046588581055402756, 0.09377603232860565, 0.09928803145885468, 0.18404334783554077, 0.04859916493296623, -0.2059975117444992, 0.007056170143187046, -0.09090408682823181, 0.014076028019189835, 0.1116579994559288, 0.13719257712364197, -0.10291384905576706, 0.08272874355316162, -0.04045208916068077, -0.02019004337489605, 0.00012576708104461432, -0.09259183704853058, -0.07032395154237747, 0.06885425746440887, 0.06264153122901917, 0.051234472543001175, 0.001456156256608665, 0.09140396863222122, -0.2864592671394348, 0.017265573143959045, 0.08406311273574829, 0.0027674848679453135, 0.06290827691555023, 0.07236549258232117, -0.07389893382787704, 0.11328595131635666, -0.08021481335163116, 0.13019037246704102, 0.08625296503305435, -0.062064990401268005, -0.23071379959583282, -0.07525765895843506, 0.0963398814201355, 0.12251301854848862, 0.06215599179267883, -0.022921854630112648, 0.15455181896686554, -0.06248689442873001, 0.012971068732440472, 0.1294165402650833, -0.11526761949062347, -0.05572471022605896, 0.061741601675748825, 0.11775490641593933, 0.10740239918231964, -0.14110268652439117, -0.0017287094378843904, 0.04900608956813812, 0.029121357947587967, 0.08589313924312592, 0.022661056369543076, 0.12003941088914871, 0.04652795568108559, -0.13695219159126282, -0.04037507623434067, 0.12011898308992386, 0.038862764835357666, -0.06446044892072678, -0.2168138176202774, -0.006778308190405369, -0.0601806715130806, -0.014732478186488152, -0.07019448280334473, 0.039128515869379044, -0.02470310963690281, 0.07317749410867691, -0.04465159401297569, -0.1063927412033081, -0.0421026237308979, 0.0892222449183464, 0.07748593389987946, 0.011527054943144321, -0.02519804798066616, 0.04627908393740654, 0.13455867767333984, 0.05402068421244621, -0.10399353504180908, -0.07017925381660461, -0.06942764669656754, -0.09420394152402878, -0.04035796597599983, 0.056760527193546295, 0.031942449510097504, 0.02665667235851288, 0.22703726589679718, 0.016653569415211678, 0.04155244305729866, 0.0224777739495039, 0.01032855175435543, 0.043662428855895996, 0.0955500528216362, -0.05303520709276199, -0.15660029649734497, -0.04072032496333122, 0.09077946096658707, -0.0027527001220732927, -0.036689214408397675, -0.03966725245118141, 0.03849169611930847, 0.06843466311693192, 0.13122352957725525, 0.07552056759595871, -0.017929591238498688, -0.04813180863857269, -0.030096933245658875, 0.23523783683776855, -0.1493375599384308, 0.04426715523004532, -0.02271856553852558, -0.01804111897945404, -0.03908449783921242, 0.03597262129187584, 0.022118929773569107, -0.000004518366949923802, 0.09706240892410278, -0.058981191366910934, -0.05378659814596176, -0.10168042778968811, -0.03272576630115509, 0.04088849574327469, -0.013975566253066063, -0.010589460842311382, -0.09025166928768158, -0.09490354359149933, -0.04766594246029854, 0.05537205561995506, -0.05123869329690933, -0.03770573064684868, 0.009465423412621021, -0.08151785284280777, -0.005444355774670839, -0.005417742300778627, 0.10699385404586792, -0.03222226724028587, 0.04445803165435791, -0.027600755915045738, 0.05225523188710213, 0.09919606149196625, 0.031576547771692276, -0.0773419588804245, 0.0561848059296608, -0.22559374570846558, 0.07503069192171097, -0.11481974273920059, 0.04335082694888115, -0.1704932004213333, -0.042439818382263184, 0.005444696638733149, 0.0139949731528759, 0.013206101022660732, 0.12720820307731628, -0.19255615770816803, -0.01654396951198578, 0.13260798156261444, -0.09212633967399597, -0.118110790848732, 0.07884611934423447, -0.029701577499508858, 0.1624738723039627, 0.04682036489248276, -0.027025915682315826, 0.09224298596382141, -0.16434773802757263, -0.07092688232660294, -0.00949116237461567, -0.01727987825870514, 0.12109188735485077, 0.07512219995260239, -0.05991523340344429, 0.046571120619773865, 0.02832140028476715, -0.038078423589468, -0.04424772411584854, -0.050857074558734894, -0.10884185880422592, -0.01070026308298111, -0.08987759798765182, 0.04065500199794769, -0.01250192429870367, -0.07916021347045898, -0.029885273426771164, -0.18612512946128845, -0.0030564051121473312, 0.10038342326879501, 0.0035033065360039473, -0.005652366206049919, -0.08666291832923889, 0.026358824223279953, -0.03112892620265484, -0.008404186926782131, -0.16764774918556213, -0.04399421438574791, 0.046902090311050415, -0.16094985604286194, 0.020117372274398804, -0.06413903087377548, 0.06334125250577927, 0.03641495108604431, -0.05590536445379257, -0.0248766727745533, -0.01730942726135254, 0.011945613659918308, -0.05083848536014557, -0.18994836509227753, -0.056277405470609665, -0.037882111966609955, 0.149809330701828, -0.25956398248672485, 0.032966937869787216, 0.051140617579221725, 0.14649195969104767, 0.00406361510977149, -0.05115427449345589, 0.01429014839231968, -0.05360214412212372, -0.054652128368616104, -0.06746816635131836, -0.006135428790003061, -0.027576493099331856, -0.05147203803062439, 0.019243421033024788, -0.1755700707435608, -0.021410830318927765, 0.09424154460430145, 0.12876708805561066, -0.1486445665359497, -0.018640631809830666, -0.048725154250860214, -0.06339836865663528, -0.0715010017156601, -0.07038594037294388, 0.10712739825248718, 0.0513901449739933, 0.04796046018600464, -0.07435787469148636, -0.07092321664094925, 0.02726263552904129, 0.006906150374561548, -0.03382374346256256, 0.08727246522903442, 0.05199531093239784, -0.09209315478801727, 0.0756213590502739, 0.1092359870672226, 0.07177663594484329, 0.09363535046577454, 0.01574566215276718, -0.11756632477045059, -0.028492970392107964, 0.036266472190618515, 0.02740776725113392, 0.1465986967086792, -0.05952361226081848, 0.04016614332795143, 0.04494241625070572, -0.04170418903231621, 0.022319864481687546, -0.08787637203931808, 0.024075502529740334, 0.025203049182891846, -0.0034381982404738665, 0.06284574419260025, -0.02525499276816845, -0.0050758360885083675, 0.07016654312610626, 0.047779910266399384, 0.04621000960469246, 0.009655474685132504, -0.01720241829752922, -0.1047825813293457, 0.16950392723083496, -0.0951867327094078, -0.269941508769989, -0.17632324993610382, 0.026197833940386772, 0.04035249724984169, -0.022378476336598396, 0.031619444489479065, -0.07056326419115067, -0.10630585998296738, -0.1060405746102333, -0.002429972169920802, 0.01714223250746727, -0.06364088505506516, -0.0741225928068161, 0.07348573952913284, 0.04382912442088127, -0.14902326464653015, 0.038552410900592804, 0.055694397538900375, -0.057955220341682434, -0.0233661737293005, 0.09118817001581192, 0.12397737801074982, 0.14583967626094818, -0.021366750821471214, -0.028626007959246635, 0.029004426673054695, 0.19620531797409058, -0.13469526171684265, 0.10371150821447372, 0.13814030587673187, -0.04545360431075096, 0.08360563963651657, 0.1560150384902954, 0.029186224564909935, -0.08317049592733383, 0.05044832453131676, 0.04082648828625679, -0.043159641325473785, -0.2666129767894745, -0.0534592866897583, 0.012832709588110447, -0.06255637854337692, 0.09786593168973923, 0.10183793306350708, 0.11542957276105881, 0.034910861402750015, -0.07166364789009094, -0.043925940990448, -0.0058974819257855415, 0.11737963557243347, -0.05490213260054588, -0.012639665976166725, 0.07686592638492584, -0.05086168646812439, 0.005355054512619972, 0.10266812145709991, 0.02973790094256401, 0.17442677915096283, 0.020399179309606552, 0.11231429129838943, 0.06195578724145889, 0.08633565157651901, 0.0007386076031252742, 0.02951662428677082, 0.05147615820169449, 0.017203815281391144, -0.002300140680745244, -0.10421168059110641, -0.006156572140753269, 0.1449710875749588, 0.028103826567530632, 0.029669636860489845, -0.0018948549404740334, -0.005003341939300299, 0.05121048167347908, 0.1746254414319992, -0.011592294089496136, -0.22072425484657288, -0.0845772922039032, 0.06936841458082199, -0.06218599155545235, -0.12968985736370087, -0.026130788028240204, 0.045467354357242584, -0.17519839107990265, 0.026703642681241035, -0.027433741837739944, 0.0919293761253357, -0.09345759451389313, -0.02221956104040146, 0.03687324374914169, 0.084866963326931, -0.014529162086546421, 0.08703910559415817, -0.14498743414878845, 0.11886418610811234, 0.02978132851421833, 0.09024628251791, -0.11081171780824661, 0.07909037172794342, -0.007550720125436783, 0.009180475026369095, 0.19379350543022156, -0.011335089802742004, -0.03514958545565605, -0.08774717897176743, -0.11210042238235474, -0.013537433929741383, 0.12687496840953827, -0.1243172138929367, 0.08773399889469147, -0.015198243781924248, -0.044079482555389404, 0.00937260314822197, -0.12100647389888763, -0.17273177206516266, -0.19628387689590454, 0.05585884302854538, -0.09575839340686798, 0.025643249973654747, -0.11914430558681488, -0.07089093327522278, -0.02952558360993862, 0.241120383143425, -0.1745356321334839, -0.06510113179683685, -0.1468164622783661, -0.046294767409563065, 0.1662203073501587, -0.04437198117375374, 0.0718095526099205, -0.0208172257989645, 0.20345525443553925, 0.005988610442727804, -0.004939318168908358, 0.06724198162555695, -0.08892562240362167, -0.16873881220817566, -0.06771010160446167, 0.1510489284992218, 0.11680185794830322, 0.04907919466495514, -0.002248800592496991, 0.0011772146681323647, -0.016943959519267082, -0.1137804463505745, -0.0033210667315870523, 0.16037839651107788, 0.03878779336810112, 0.025986969470977783, -0.05243593826889992, -0.08797456324100494, -0.06899320334196091, -0.06853509694337845, 0.06221301481127739, 0.19590823352336884, -0.10376439243555069, 0.1700313836336136, 0.147536963224411, -0.07305635511875153, -0.23175598680973053, 0.035342130810022354, 0.04983805492520332, 0.0014306638622656465, 0.04886869341135025, -0.18252557516098022, 0.10521943867206573, 0.019543392583727837, -0.05505957826972008, 0.13485197722911835, -0.1557481735944748, -0.1552847921848297, 0.0722852572798729, 0.03904085233807564, -0.22423844039440155, -0.1354004591703415, -0.09622503817081451, -0.05825018882751465, -0.14065024256706238, 0.06054598465561867, -0.002136280992999673, 0.015948504209518433, 0.03500790148973465, -0.0015643214574083686, 0.027123261243104935, -0.058935679495334625, 0.18609118461608887, -0.004065449349582195, 0.020676052197813988, -0.060264769941568375, -0.0478842556476593, 0.09839435666799545, -0.06130504235625267, 0.12208222597837448, 0.004057085141539574, 0.01594383642077446, -0.10362856835126877, -0.048314861953258514, -0.04328322783112526, 0.05154227837920189, -0.07548051327466965, -0.10070807486772537, -0.043625857681035995, 0.08841723203659058, 0.07005169242620468, -0.03383097052574158, 0.00549331633374095, -0.07189501076936722, 0.10019614547491074, 0.17795267701148987, 0.17573626339435577, 0.009926567785441875, -0.07241068035364151, 0.01677953451871872, -0.04142116755247116, 0.044231921434402466, -0.2513144314289093, 0.03756171092391014, 0.06098250672221184, 0.029438555240631104, 0.09217222779989243, -0.020435843616724014, -0.1820858269929886, -0.04050002992153168, 0.08094815909862518, -0.05452597141265869, -0.22617179155349731, -0.019085140898823738, 0.0954197570681572, -0.2020406424999237, -0.007372708059847355, 0.03995226323604584, -0.048725228756666183, -0.023169852793216705, 0.00010950004070764408, 0.06317184865474701, 0.002471912419423461, 0.09773622453212738, 0.0735151618719101, 0.09715340286493301, -0.08337292820215225, 0.10562895983457565, 0.10150538384914398, -0.09572599828243256, 0.03605884686112404, 0.06754924356937408, -0.05300498008728027, -0.043293699622154236, 0.03665391728281975, 0.033023297786712646, 0.005234600510448217, -0.060321882367134094, 0.013913018628954887, -0.036497246474027634, 0.044923391193151474, 0.08326134830713272, 0.03754979372024536, -0.013354414142668247, 0.06462216377258301, 0.03401726484298706, -0.10898099094629288, 0.10366570204496384, 0.01731540448963642, 0.04105307161808014, -0.08384523540735245, -0.019968897104263306, 0.035425446927547455, 0.030576206743717194, -0.01765924133360386, -0.02306121215224266, -0.02860277332365513, -0.01614218018949032, -0.14299540221691132, -0.023106401786208153, -0.07243485748767853, 0.006181265693157911, 0.014656842686235905, -0.031884219497442245, -0.011233693920075893, 0.02475680410861969, -0.06979699432849884, -0.07426341623067856, -0.006949664559215307, 0.09833318740129471, -0.15115703642368317, 0.008848577737808228, 0.06907843053340912, -0.11088496446609497, 0.08190931379795074, -0.008411259390413761, 0.016245156526565552, 0.022527478635311127, -0.15448406338691711, 0.05601610988378525, 0.0008648968650959432, 0.01916889287531376, 0.025886621326208115, -0.16471809148788452, 0.004104440100491047, -0.04661374166607857, -0.02149827405810356, -0.00004464812809601426, -0.02647159807384014, -0.12325995415449142, 0.06858719140291214, -0.015622655861079693, -0.035931166261434555, -0.02701525390148163, 0.0539589487016201, 0.07888586074113846, -0.027474910020828247, 0.10445091128349304, -0.008690856397151947, 0.04941811040043831, -0.16801609098911285, -0.02470702864229679, -0.04982255399227142, 0.019377702847123146, 0.009884213097393513, -0.007693959400057793, 0.04183054715394974, -0.00976533442735672, 0.21883612871170044, -0.05075952783226967, 0.1607085019350052, 0.05847611650824547, -0.017352959141135216, -0.0007513365126214921, 0.06180921941995621, 0.05997028574347496, 0.04658793285489082, 0.009480604901909828, 0.023740366101264954, -0.022450892254710197, -0.006695089396089315, -0.15932634472846985, 0.01890849508345127, 0.14999441802501678, 0.06301083415746689, 0.024745315313339233, 0.05866100639104843, -0.12775006890296936, -0.12135478109121323, 0.09311001747846603, -0.026755332946777344, 0.00928465835750103, -0.08245618641376495, 0.1358020007610321, 0.14980104565620422, -0.14000412821769714, 0.05256148427724838, -0.06134212389588356, -0.05217423290014267, -0.10388828068971634, -0.12032219022512436, -0.05887215584516525, -0.053666237741708755, 0.002330566756427288, -0.03760887682437897, 0.054546963423490524, 0.03344334661960602, -0.009351172484457493, -0.00022941511997487396, 0.13597318530082703, -0.019751882180571556, -0.0028988157864660025, 0.048313532024621964, 0.03693558648228645, 0.02373051457107067, -0.05275435373187065, 0.02940409444272518, 0.02539868652820587, 0.032232340425252914, 0.06546790152788162, 0.033412106335163116, -0.047448933124542236, 0.03804153576493263, -0.0025254099164158106, -0.11207924783229828, 0.019641218706965446, -0.00460948096588254, -0.0742158442735672, 0.1268945336341858, 0.0407399944961071, 0.010224059224128723, -0.03741471841931343, 0.24361543357372284, -0.06653323769569397, -0.06378097087144852, -0.13251738250255585, 0.10491154342889786, -0.0027236645109951496, 0.06476365029811859, 0.023412218317389488, -0.1284150779247284, 0.005243356805294752, 0.13858191668987274, 0.12181595712900162, 0.0045748427510261536, 0.009228081442415714, 0.0518609918653965, 0.0025186820421367884, -0.06998204439878464, 0.054019294679164886, 0.06992026418447495, 0.12919506430625916, -0.07847554981708527, 0.07680778950452805, 0.0006860480643808842, -0.08370215445756912, -0.02947772853076458, 0.11312682181596756, -0.0409729965031147, 0.03491825982928276, -0.047444481402635574, 0.10916327685117722, -0.05787910893559456, -0.29412412643432617, 0.02350960113108158, -0.09588567912578583, -0.15202060341835022, -0.018367812037467957, 0.05944539234042168, -0.02624768204987049, 0.018029648810625076, 0.06971040368080139, -0.06011629104614258, 0.20098382234573364, 0.0335683599114418, -0.07864278554916382, -0.0664360448718071, 0.04837050288915634, -0.06564252078533173, 0.2949807047843933, 0.008418165147304535, 0.02863333560526371, 0.10770907253026962, -0.03253700211644173, -0.18271861970424652, 0.010723991319537163, 0.1133992001414299, -0.08056149631738663, 0.08200647681951523, 0.19000613689422607, -0.012578671798110008, 0.1209007054567337, 0.05294662341475487, -0.047376248985528946, 0.04217283055186272, -0.03389401361346245, -0.051268599927425385, -0.10752558708190918, 0.058453381061553955, -0.05909625440835953, 0.15447644889354706, 0.10152646154165268, -0.05671518296003342, -0.004550917539745569, -0.05555408447980881, 0.04875178262591362, 0.01804669201374054, 0.12263146042823792, 0.02951994352042675, -0.1865430772304535, 0.032826557755470276, -0.01144319772720337, 0.10186848044395447, -0.25588861107826233, -0.08421015739440918, 0.08833149075508118, -0.011924264021217823, -0.05105875805020332, 0.10560628771781921, 0.057650718837976456, 0.04243382066488266, -0.043439045548439026, -0.10480839014053345, -0.02186836116015911, 0.14663739502429962, -0.1469624787569046, -0.025013303384184837 ]

[ "transformers", "tensorboard", "safetensors", "vit", "image-classification", "pytorch", "huggingpics", "model-index", "autotrain_compatible", "endpoints_compatible", "region:us" ]

[]

[]

[ "# rare-puppers\n\n\nAutogenerated by HuggingPics️\n\nCreate your own image classifier for anything by running the demo on Google Colab.\n\nReport any issues with the demo at the github repo.", "## Example Images", "#### corgi\n\n!corgi", "#### samoyed\n\n!samoyed", "#### shiba inu\n\n!shiba inu" ]

[ "TAGS\n#transformers #tensorboard #safetensors #vit #image-classification #pytorch #huggingpics #model-index #autotrain_compatible #endpoints_compatible #region-us \n", "# rare-puppers\n\n\nAutogenerated by HuggingPics️\n\nCreate your own image classifier for anything by running the demo on Google Colab.\n\nReport any issues with the demo at the github repo.", "## Example Images", "#### corgi\n\n!corgi", "#### samoyed\n\n!samoyed", "#### shiba inu\n\n!shiba inu" ]

[ 54, 44, 4, 7, 9, 11 ]

[ "passage: TAGS\n#transformers #tensorboard #safetensors #vit #image-classification #pytorch #huggingpics #model-index #autotrain_compatible #endpoints_compatible #region-us \n# rare-puppers\n\n\nAutogenerated by HuggingPics️\n\nCreate your own image classifier for anything by running the demo on Google Colab.\n\nReport any issues with the demo at the github repo.## Example Images#### corgi\n\n!corgi#### samoyed\n\n!samoyed#### shiba inu\n\n!shiba inu" ]

[ -0.0918140783905983, 0.03464512154459953, -0.0021910013165324926, 0.10676943510770798, 0.15414635837078094, 0.01690189726650715, 0.1377020627260208, 0.11073647439479828, 0.040887605398893356, 0.04632118344306946, 0.10725438594818115, 0.1272488683462143, 0.023462217301130295, 0.180861234664917, -0.007334695663303137, -0.2553783655166626, 0.05242396146059036, 0.04255999997258186, 0.02795143611729145, 0.05307937040925026, 0.020295552909374237, -0.1110365241765976, 0.14697003364562988, 0.0065644001588225365, -0.1798466444015503, -0.07135505229234695, -0.0023150225169956684, -0.03341912105679512, 0.061616357415914536, 0.025447020307183266, 0.0964483991265297, 0.06311067193746567, 0.05246635526418686, -0.04228565841913223, 0.06944397836923599, 0.03429512307047844, -0.04125739634037018, 0.07771452516317368, 0.1062958687543869, 0.04096241667866707, -0.02981402724981308, 0.04242026060819626, -0.03110903687775135, 0.03693648427724838, -0.099624864757061, 0.005319604650139809, -0.04544626176357269, 0.046393536031246185, 0.11582446843385696, 0.051034945994615555, -0.02010958269238472, 0.20480065047740936, -0.059960898011922836, 0.0699998065829277, 0.21656320989131927, -0.03964649513363838, -0.12563259899616241, 0.10317766666412354, 0.021792547777295113, -0.00888823252171278, -0.060519397258758545, 0.07873821258544922, 0.07148652523756027, -0.03411053493618965, -0.06161089614033699, -0.08586355298757553, -0.0989164412021637, -0.07286720722913742, -0.12458301335573196, 0.006929973140358925, -0.057016193866729736, 0.005073391366750002, -0.025514615699648857, -0.029485993087291718, -0.06597766280174255, -0.029560690745711327, -0.08484897762537003, 0.039542634040117264, 0.01100791897624731, -0.012315010651946068, -0.08017358183860779, -0.01952419802546501, -0.12189735472202301, -0.07318472862243652, -0.030336814001202583, 0.07498876750469208, 0.06304807960987091, 0.05853879451751709, -0.09010359644889832, 0.03180553391575813, -0.05842052772641182, -0.06611423194408417, -0.02481377124786377, -0.050782717764377594, -0.0432426892220974, -0.044560905545949936, 0.011457990854978561, -0.05337035655975342, 0.1645904928445816, 0.1582709401845932, -0.0006685986299999058, 0.05395081639289856, -0.011221230030059814, 0.083729587495327, 0.03969129920005798, 0.09679663926362991, -0.10062280297279358, 0.06799513846635818, 0.11462819576263428, 0.06209675967693329, 0.050121456384658813, -0.02564830891788006, -0.10304655879735947, -0.0346042662858963, 0.02941085211932659, 0.013394027017056942, 0.06960420310497284, 0.08974689990282059, -0.05256087705492973, -0.018116150051355362, 0.1529160887002945, 0.03283660486340523, -0.0036569135263562202, -0.019941896200180054, 0.005745812319219112, -0.06286736577749252, 0.08006571978330612, -0.002367294393479824, -0.007215361576527357, 0.02819378301501274, -0.06823845952749252, 0.052420176565647125, -0.016156421974301338, 0.030894393101334572, 0.03800458833575249, -0.17583896219730377, -0.0018249510321766138, -0.19893410801887512, 0.010010113939642906, -0.0019119057105854154, 0.024135855957865715, -0.0269694235175848, -0.03815362975001335, 0.008353819139301777, -0.018001094460487366, -0.06046561524271965, 0.012850402854382992, -0.05372210964560509, -0.05092865601181984, 0.0345967635512352, 0.017381515353918076, 0.07499004900455475, -0.12548936903476715, 0.012245625257492065, -0.14397060871124268, 0.026841185986995697, -0.23578298091888428, 0.06066183000802994, -0.07881593704223633, 0.13275791704654694, -0.036738477647304535, -0.019256437197327614, 0.023521391674876213, 0.003919520881026983, 0.032640278339385986, 0.17242838442325592, -0.10290629416704178, -0.058002445846796036, 0.11887277662754059, -0.15208183228969574, -0.09833934903144836, 0.18165893852710724, -0.009965217672288418, -0.02001931518316269, 0.03964449465274811, 0.13814610242843628, 0.05523526296019554, -0.14100685715675354, -0.011400529183447361, -0.04299986734986305, -0.11213725060224533, -0.006166856735944748, 0.015602021478116512, 0.07819647341966629, -0.031461767852306366, 0.02312968112528324, -0.0718238577246666, 0.13375750184059143, -0.06666265428066254, -0.06080205366015434, -0.017993139103055, -0.08606313914060593, 0.027493346482515335, 0.10937562584877014, 0.07817449420690536, 0.02458103559911251, -0.001996431965380907, -0.10805102437734604, 0.05178525298833847, -0.015811065211892128, -0.019490649923682213, -0.08046341687440872, 0.21672423183918, -0.04012338072061539, 0.011761760339140892, -0.08110620826482773, -0.06167863681912422, 0.03968856856226921, -0.04347042366862297, 0.13358981907367706, -0.01951853558421135, 0.041909147053956985, 0.06535029411315918, -0.022481175139546394, -0.01884622313082218, 0.08969815075397491, -0.02815381810069084, -0.11562161147594452, -0.1044311672449112, 0.08268068730831146, -0.044778548181056976, 0.15125466883182526, -0.10997831076383591, 0.009400386363267899, 0.04273495823144913, 0.1426612287759781, 0.0567607544362545, -0.047785039991140366, 0.07358572632074356, -0.008023427799344063, -0.04607785493135452, -0.0425485335290432, 0.10395991802215576, -0.016961654648184776, -0.030135251581668854, 0.08720660954713821, -0.07507471740245819, -0.03488675877451897, 0.17332321405410767, -0.16182203590869904, -0.09996450692415237, -0.06962494552135468, -0.014157830737531185, 0.03234730288386345, -0.05190863087773323, 0.08646786212921143, 0.09360599517822266, -0.02111625112593174, 0.11314265429973602, -0.04342540353536606, 0.06450767070055008, 0.05026960000395775, -0.045998841524124146, -0.03508478403091431, 0.06447729468345642, 0.1382826417684555, -0.15855030715465546, 0.10698585957288742, 0.03757607936859131, -0.09693998843431473, 0.11588208377361298, 0.014896987937390804, -0.007491206284612417, 0.04371042549610138, 0.015245117247104645, 0.08277774602174759, 0.1635301113128662, -0.09017711132764816, -0.04003234952688217, 0.03951588645577431, -0.13092084228992462, 0.0006899989093653858, -0.14714917540550232, 0.0046133482828736305, -0.06564559042453766, 0.004866804927587509, 0.07306074351072311, 0.0530368871986866, -0.01667393371462822, 0.07212899625301361, -0.028284834697842598, -0.044102609157562256, -0.007473385892808437, 0.03900963068008423, -0.031256478279829025, 0.1332629919052124, -0.023780494928359985, -0.24698835611343384, -0.10434265434741974, 0.025893697515130043, -0.05869777873158455, 0.08316996693611145, 0.05128111690282822, -0.12661264836788177, -0.03604412451386452, -0.03236109018325806, 0.027706924825906754, 0.11207111179828644, 0.06350649148225784, -0.08039693534374237, 0.036516692489385605, 0.03524431586265564, -0.019209058955311775, -0.017132984474301338, -0.07569760829210281, -0.03939497470855713, 0.17830237746238708, -0.029446018859744072, 0.11783915013074875, 0.05449242144823074, -0.01412814948707819, 0.0019769591744989157, -0.01057119108736515, 0.14769691228866577, -0.1334264874458313, 0.03492578864097595, 0.1775987595319748, -0.025872396305203438, 0.04852216690778732, 0.1370716094970703, 0.003237952245399356, -0.07482698559761047, -0.009067732840776443, 0.026665683835744858, -0.14691878855228424, -0.04832906648516655, -0.05114652216434479, -0.05621865391731262, 0.16593435406684875, 0.1281609684228897, 0.05754745006561279, 0.04009629040956497, 0.2089732587337494, -0.029674192890524864, 0.03486411273479462, 0.019634798169136047, 0.06603440642356873, -0.0551782101392746, 0.011552066542208195, 0.07099740952253342, -0.008259366266429424, -0.09543058276176453, 0.08857209980487823, -0.005239659454673529, 0.10323608666658401, -0.03439902514219284, 0.009152062237262726, -0.0007466555689461529, 0.1410122513771057, 0.13307416439056396, -0.016473563387989998, 0.037369754165410995, -0.046467721462249756, -0.012595931999385357, -0.05246889591217041, -0.05274477228522301, 0.04357162490487099, 0.06252366304397583, -0.10400782525539398, 0.030948059633374214, 0.04062695428729057, 0.05275552347302437, 0.1787697970867157, 0.04982202500104904, -0.33255425095558167, -0.0047834692522883415, -0.031741127371788025, 0.038298241794109344, -0.024847954511642456, 0.016128620132803917, 0.010412368923425674, -0.07673849910497665, 0.08694672584533691, -0.12124821543693542, 0.0942530408501625, -0.11236362159252167, 0.022830883041024208, 0.011256752535700798, 0.05973675847053528, -0.011248620226979256, -0.007362506818026304, -0.09114030748605728, 0.10513787716627121, -0.022467605769634247, -0.04711557552218437, -0.05324225872755051, -0.0006396204116754234, 0.12994803488254547, 0.16458742320537567, 0.11851967126131058, -0.002085308311507106, 0.04796883091330528, -0.21487610042095184, -0.10433893650770187, 0.0008249065140262246, 0.023162251338362694, -0.02683958038687706, 0.0007672713254578412, -0.007323791738599539, -0.031884633004665375, -0.041708189994096756, 0.02354188822209835, -0.1152098998427391, -0.08151285350322723, 0.019927162677049637, 0.01566242426633835, 0.02669588103890419, -0.023623133078217506, -0.05209450051188469, -0.12593623995780945, 0.046172235161066055, 0.12218170613050461, -0.012732063420116901, -0.09287317842245102, 0.09964897483587265, 0.01655486598610878, -0.08662742376327515, 0.02998965233564377, -0.11274454742670059, 0.07547884434461594, -0.03600998967885971, -0.14728611707687378, 0.08633288741111755, -0.10900966823101044, -0.15006639063358307, -0.07137200981378555, 0.004504938144236803, 0.030419744551181793, -0.0009781301487237215, 0.030218152329325676, 0.04119371995329857, 0.0065962690860033035, -0.05175322666764259, 0.04716285318136215, 0.03991790488362312, 0.04393332451581955, 0.09120998531579971, 0.015653222799301147, -0.10258679836988449, -0.08883096277713776, 0.018647953867912292, 0.05127403140068054, 0.19876661896705627, -0.06224365532398224, 0.02256615273654461, 0.07714765518903732, 0.02386707253754139, -0.36741897463798523, -0.009309004060924053, 0.026194704696536064, -0.05476376786828041, -0.0478573814034462, -0.0684826523065567, 0.16451089084148407, 0.09058558195829391, -0.050781309604644775, 0.07383135706186295, -0.06882745027542114, -0.14356206357479095, 0.10221240669488907, 0.13739383220672607, 0.1412712186574936, -0.21186818182468414, -0.027849746868014336, -0.016811657696962357, 0.06782691180706024, 0.13002604246139526, -0.08582761883735657, 0.07425779849290848, -0.027717791497707367, -0.037454452365636826, 0.024754120036959648, -0.029937200248241425, 0.10468325018882751, -0.10121437907218933, 0.020357999950647354, -0.11301077157258987, -0.11335884034633636, -0.013343111611902714, -0.04095153510570526, -0.02439892664551735, 0.006500831339508295, 0.020260460674762726, 0.005986370611935854, 0.009387432597577572, -0.04074430465698242, 0.0868116021156311, 0.05225805193185806, -0.03963109478354454, -0.11956657469272614, 0.05639420449733734, -0.0736328661441803, 0.05755006894469261, 0.2531740665435791, -0.021100282669067383, 0.03524855896830559, 0.16327621042728424, 0.04631273075938225, -0.07121234387159348, 0.012727123685181141, -0.042981673032045364, -0.05375596135854721, 0.11871916800737381, -0.02738424576818943, 0.026724684983491898, 0.05423137918114662, 0.01404560636729002, 0.030386537313461304, 0.039176054298877716, -0.0024056164547801018, 0.08835702389478683, 0.1359439343214035, -0.11330018937587738, -0.14000092446804047, -0.010191981680691242, -0.033416710793972015, 0.040007032454013824, 0.07215724140405655, 0.13132546842098236, -0.04062146693468094, -0.0501018762588501, 0.0216764435172081, 0.03478648513555527, -0.0011730758706107736, 0.10254298150539398, 0.05879335477948189, -0.02849213220179081, -0.12411272525787354, 0.06847342103719711, 0.034309692680835724, -0.11775421351194382, -0.06401650607585907, 0.09960233420133591, -0.09832484275102615, -0.13773371279239655, 0.09402056038379669, 0.1316630095243454, -0.15523885190486908, 0.009929046966135502, -0.08268000930547714, -0.03050258569419384, -0.019243476912379265, 0.05260505899786949, 0.09797739237546921, -0.04237249121069908, 0.07978099584579468, 0.056775644421577454, -0.09777525812387466, 0.015635792165994644, 0.016249587759375572, 0.15299171209335327, -0.21662135422229767, 0.01574826054275036, -0.009295093826949596, 0.08977476507425308, -0.11256811022758484, -0.0024366152938455343, -0.18907587230205536, -0.02827141061425209, -0.02789715677499771, 0.17830145359039307, -0.14917786419391632, 0.002642158418893814, 0.0027347495779395103, -0.040748074650764465, -0.012894243001937866, -0.030835920944809914, -0.09899822622537613, -0.0014867318095639348, 0.0027390692848712206, 0.05044420808553696, -0.02109546773135662, -0.01890694536268711, 0.0800468847155571, -0.0151214012876153, 0.1474243551492691, 0.029304221272468567, -0.03754139319062233, 0.000043879470467800274, -0.2324918657541275, -0.0713999792933464, 0.1069856733083725, -0.0021710123401135206, 0.013866748660802841, 0.10514780879020691, 0.040265996009111404, -0.022555671632289886, 0.016270438209176064, 0.009929548017680645, 0.19657228887081146, -0.06404773145914078, 0.009703947231173515, -0.04356440529227257, -0.06337397545576096, -0.062171630561351776, 0.03651530668139458, 0.09259521216154099, 0.019167713820934296, 0.05814306065440178, -0.11920692026615143, 0.06594008207321167, -0.10017899423837662, 0.022063925862312317, 0.007699084002524614, -0.13054458796977997, -0.04817195609211922, -0.09290508925914764, 0.05729951709508896, -0.000690169632434845, 0.034310437738895416, 0.0677204355597496, 0.01346627064049244, -0.012391230091452599, 0.10527254641056061, 0.12668980658054352, 0.0625380426645279, 0.03530777990818024, 0.0029400172643363476, 0.0047402409836649895, -0.06461956351995468, 0.06670885533094406, 0.09793408960103989, -0.0743350088596344, 0.05572957172989845, 0.09594400972127914, -0.09030858427286148, 0.06836134940385818, 0.06616207212209702, 0.007371627259999514, -0.01210098434239626, 0.04448598250746727, -0.1489928662776947, 0.07031837105751038, -0.037856053560972214, 0.0934067890048027, 0.09953892976045609, -0.049986403435468674, -0.004163507372140884, -0.05453195422887802, -0.019601505249738693, -0.047919146716594696, -0.13455967605113983, -0.0904277041554451, -0.19851574301719666, 0.06119310483336449, 0.022781508043408394, -0.08799716830253601, 0.048675939440727234, 0.004437492694705725, -0.04476526752114296, 0.17916105687618256, 0.02073449082672596, -0.009806892834603786, 0.06742263585329056, 0.015345688909292221, -0.1091366708278656, 0.08498924970626831, -0.14727118611335754, 0.016049658879637718, 0.010051422752439976, 0.005691013764590025, -0.02031330019235611, 0.020823176950216293, 0.07909385859966278, -0.023420199751853943, -0.07174686342477798, 0.023034997284412384, -0.008347800001502037, 0.020035317167639732, 0.026859236881136894, -0.03290191665291786, 0.03352270647883415, 0.01870018243789673, 0.11588772386312485, 0.00666150962933898, 0.10700374841690063, -0.11754664033651352, 0.09837127476930618, -0.1654626578092575, 0.004672037437558174, -0.0513400174677372, -0.048594310879707336, -0.02525722235441208, 0.26606088876724243, 0.19426803290843964, -0.08547046780586243, 0.02497148886322975, -0.030514290556311607, -0.00999841932207346, -0.0456869900226593, 0.10928434878587723, 0.0016616611974313855, 0.07113030552864075, -0.06183754652738571, -0.04027191177010536, 0.032091788947582245, -0.03438520431518555, -0.11387930065393448, -0.07321550697088242, 0.06386129558086395, 0.025795208290219307, -0.1295955926179886, 0.06815783679485321, -0.12397636473178864, -0.07361585646867752, 0.13640904426574707, -0.15749084949493408, -0.0688689723610878, -0.037060223519802094, 0.01557501032948494, 0.03258557245135307, 0.053256940096616745, -0.06029180809855461, 0.06737634539604187, -0.13495047390460968, -0.027347486466169357, -0.14283178746700287, -0.03225257992744446, 0.005687439814209938, -0.1169523298740387, 0.22769774496555328, -0.065802663564682, -0.025778550654649734, 0.08609158545732498, 0.004787867423146963, -0.08272833377122879, -0.025811094790697098, -0.04217299446463585, -0.1631098985671997, 0.004210948944091797, 0.1487080454826355, -0.02909623086452484, -0.08765219151973724, 0.03929522633552551, -0.021970752626657486, -0.00023168425832409412, -0.09804916381835938, 0.04040541127324104, -0.06963348388671875, 0.08574668318033218, -0.14575566351413727, 0.11694455146789551, 0.048512160778045654, 0.011431722901761532, -0.029039204120635986, -0.03605849668383598, 0.046913664788007736, 0.026621736586093903, -0.09271256625652313, -0.06527084112167358, -0.12632979452610016, -0.016348907724022865, -0.06953427940607071, -0.009751513600349426, -0.07960415631532669, -0.021937347948551178, -0.15452797710895538, 0.01481875590980053, -0.04627041518688202, 0.10865624994039536, 0.1276760697364807, -0.018747622147202492, 0.03413067013025284, -0.18298694491386414, 0.005041768308728933, 0.06162593513727188, -0.03320947661995888, -0.09833052009344101 ]

[ "peft", "safetensors", "mistral", "trl", "sft", "generated_from_trainer", "base_model:TheBloke/zephyr-7B-beta-GPTQ", "license:mit", "4-bit", "region:us" ]

[]

[]

[ "# casesum3.0\n\nThis model is a fine-tuned version of TheBloke/zephyr-7B-beta-GPTQ on the None dataset.", "## Model description\n\nMore information needed", "## Intended uses & limitations\n\nMore information needed", "## Training and evaluation data\n\nMore information needed", "## Training procedure", "### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 0.0002\n- train_batch_size: 8\n- eval_batch_size: 8\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: cosine\n- training_steps: 250\n- mixed_precision_training: Native AMP", "### Training results", "### Framework versions\n\n- PEFT 0.8.2\n- Transformers 4.37.2\n- Pytorch 2.1.2\n- Datasets 2.17.0\n- Tokenizers 0.15.1" ]

[ "TAGS\n#peft #safetensors #mistral #trl #sft #generated_from_trainer #base_model-TheBloke/zephyr-7B-beta-GPTQ #license-mit #4-bit #region-us \n", "# casesum3.0\n\nThis model is a fine-tuned version of TheBloke/zephyr-7B-beta-GPTQ on the None dataset.", "## Model description\n\nMore information needed", "## Intended uses & limitations\n\nMore information needed", "## Training and evaluation data\n\nMore information needed", "## Training procedure", "### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 0.0002\n- train_batch_size: 8\n- eval_batch_size: 8\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: cosine\n- training_steps: 250\n- mixed_precision_training: Native AMP", "### Training results", "### Framework versions\n\n- PEFT 0.8.2\n- Transformers 4.37.2\n- Pytorch 2.1.2\n- Datasets 2.17.0\n- Tokenizers 0.15.1" ]

[ 57, 35, 6, 12, 8, 3, 102, 4, 36 ]

[ "passage: TAGS\n#peft #safetensors #mistral #trl #sft #generated_from_trainer #base_model-TheBloke/zephyr-7B-beta-GPTQ #license-mit #4-bit #region-us \n# casesum3.0\n\nThis model is a fine-tuned version of TheBloke/zephyr-7B-beta-GPTQ on the None dataset.## Model description\n\nMore information needed## Intended uses & limitations\n\nMore information needed## Training and evaluation data\n\nMore information needed## Training procedure### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 0.0002\n- train_batch_size: 8\n- eval_batch_size: 8\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: cosine\n- training_steps: 250\n- mixed_precision_training: Native AMP### Training results### Framework versions\n\n- PEFT 0.8.2\n- Transformers 4.37.2\n- Pytorch 2.1.2\n- Datasets 2.17.0\n- Tokenizers 0.15.1" ]

[ -0.11331826448440552, 0.02332756482064724, -0.0019038280006498098, 0.06330122798681259, 0.10829409211874008, 0.03552332520484924, 0.12210825830698013, 0.12589281797409058, -0.03713289275765419, 0.05586577579379082, 0.06984349340200424, 0.01245889998972416, 0.06694305688142776, 0.16981519758701324, -0.011296628043055534, -0.2577100396156311, 0.02369304560124874, -0.008145098574459553, -0.028989506885409355, 0.10581441968679428, 0.11547252535820007, -0.10664625465869904, 0.040115758776664734, 0.019127056002616882, -0.12833505868911743, -0.01119261421263218, -0.010857471264898777, -0.035896316170692444, 0.11453718692064285, 0.01806582883000374, 0.1097879633307457, 0.019650835543870926, 0.14723452925682068, -0.2523539662361145, 0.016321349889039993, 0.07935754954814911, 0.04892408847808838, 0.07482675462961197, 0.06334783881902695, -0.0011694782879203558, 0.08329419791698456, -0.12030655890703201, 0.10077881813049316, 0.02395784482359886, -0.10568411648273468, -0.23465843498706818, -0.117464080452919, 0.07786771655082703, 0.09761908650398254, 0.08133917301893234, 0.0012699759099632502, 0.1422903835773468, -0.09100887179374695, 0.03963925689458847, 0.23429988324642181, -0.26016268134117126, -0.08608363568782806, 0.060835495591163635, 0.08589659631252289, 0.06392069160938263, -0.13243575394153595, -0.0344838909804821, 0.04349431023001671, 0.035315871238708496, 0.0660942941904068, -0.01308161299675703, -0.05441192910075188, -0.004771161358803511, -0.14661851525306702, -0.03018864616751671, 0.14105750620365143, 0.03384189307689667, -0.06310026347637177, -0.07290637493133545, -0.010376961901783943, -0.09525754302740097, -0.03276731073856354, -0.014442739076912403, 0.01157625112682581, -0.006588850636035204, -0.034890852868556976, -0.058519940823316574, -0.11211565136909485, -0.10996497422456741, -0.003087072167545557, 0.14061239361763, 0.037789445370435715, -0.0021123779006302357, -0.01055386383086443, 0.13524556159973145, -0.030058404430747032, -0.07873918861150742, -0.02298511005938053, -0.021940797567367554, -0.08512908220291138, -0.06420717388391495, -0.026151182129979134, -0.001799493795260787, 0.029342761263251305, 0.1418987214565277, -0.08501920849084854, 0.08158143609762192, 0.012917757034301758, 0.04453612118959427, -0.039305102080106735, 0.08496034145355225, -0.012107763439416885, 0.021009894087910652, -0.0014038843801245093, 0.08737783879041672, -0.03471360728144646, -0.0005331424181349576, -0.05893697217106819, -0.03928560018539429, 0.06267961859703064, 0.06953372061252594, -0.051481056958436966, 0.02625155821442604, -0.06954769790172577, -0.012378912419080734, 0.02283926121890545, -0.09424514323472977, 0.02777022495865822, 0.0034396504051983356, -0.028498323634266853, -0.06990630179643631, 0.009690563194453716, 0.02770819328725338, 0.008399772457778454, 0.07095026969909668, -0.06338291615247726, -0.005395108833909035, -0.08395607769489288, -0.060183409601449966, 0.016884757205843925, -0.018495211377739906, -0.01385387871414423, -0.09896187484264374, -0.19300618767738342, -0.0598558746278286, 0.023610377684235573, -0.04595114663243294, -0.015924127772450447, -0.035977285355329514, -0.03140765428543091, 0.03205600380897522, -0.03128361701965332, 0.1528044492006302, -0.062027689069509506, 0.10233905166387558, -0.06433112174272537, 0.00418871222063899, -0.026434103026986122, 0.012332350015640259, -0.07331196963787079, 0.04593390226364136, -0.08685249090194702, 0.04054492712020874, -0.11942439526319504, -0.008712684735655785, -0.13342538475990295, -0.09442973136901855, -0.03146684914827347, -0.027865909039974213, 0.0856875330209732, 0.10237203538417816, -0.19485707581043243, -0.010922571644186974, 0.18608300387859344, -0.1049535945057869, -0.06288357824087143, 0.10609517991542816, -0.054918769747018814, 0.07123207300901413, 0.04296029359102249, 0.17906363308429718, 0.13105161488056183, -0.14546926319599152, 0.04445571452379227, -0.011121218092739582, 0.08361481875181198, 0.061446916311979294, 0.0734672024846077, -0.05573759600520134, -0.06347234547138214, 0.004180257674306631, -0.07818829268217087, 0.04164766147732735, -0.09846681356430054, -0.05787626653909683, -0.033703017979860306, -0.06864067912101746, 0.08044848591089249, 0.014439519494771957, 0.011101096868515015, -0.09189578890800476, -0.08195758610963821, 0.06394098699092865, 0.14512021839618683, -0.05117364227771759, 0.0026137372478842735, -0.06507709622383118, 0.03087293915450573, -0.006395084783434868, -0.03394286707043648, -0.1552610844373703, -0.11979015171527863, 0.038535039871931076, -0.04575882852077484, 0.020675094798207283, 0.011829366907477379, 0.07511834055185318, 0.06188066676259041, -0.07323435693979263, -0.03493987023830414, -0.10273671895265579, 0.014087638817727566, -0.11785203963518143, -0.18998786807060242, -0.03808031976222992, -0.04119803011417389, 0.15231946110725403, -0.24055173993110657, 0.014155035838484764, 0.009887396357953548, 0.12090110778808594, 0.03406943753361702, -0.05531840771436691, -0.00767228240147233, 0.06846006959676743, 0.018858006224036217, -0.0909692645072937, 0.04477236419916153, 0.01992526277899742, -0.08328089118003845, 0.012256958521902561, -0.1442832499742508, 0.02193836309015751, 0.06173551455140114, 0.06492235511541367, -0.1141924038529396, -0.14178848266601562, -0.06561748683452606, -0.038347527384757996, -0.09178448468446732, 0.001657877117395401, 0.1885727345943451, 0.003450334072113037, 0.09630028903484344, -0.07360529899597168, -0.06039617955684662, 0.0018101065652444959, -0.025738321244716644, 0.033657051622867584, 0.07718198001384735, 0.05143788084387779, -0.135973259806633, 0.0849732980132103, 0.11557157337665558, -0.03664598613977432, 0.15941683948040009, -0.059698473662137985, -0.10042111575603485, -0.015672190114855766, 0.04832791909575462, 0.007175467908382416, 0.1451757699251175, -0.05842350423336029, 0.04228683188557625, 0.022049430757761, 0.055545952171087265, 0.03156360983848572, -0.20496401190757751, -0.02489682100713253, 0.0014481714460998774, -0.047329507768154144, -0.019810684025287628, -0.010679320432245731, 0.02530769445002079, 0.09313225001096725, 0.01986275054514408, 0.007949347607791424, 0.015474415384232998, -0.0029024872928857803, -0.10737960040569305, 0.20075653493404388, -0.14744225144386292, -0.12787441909313202, -0.09864187240600586, 0.06498805433511734, 0.026170549914240837, -0.021500518545508385, 0.03187724947929382, -0.08516046404838562, -0.024728894233703613, -0.07343120872974396, 0.017265375703573227, -0.051168013364076614, -0.005965293385088444, -0.010063396766781807, 0.016785528510808945, 0.06980340927839279, -0.11282657831907272, 0.0017374467570334673, -0.011119951494038105, -0.09160850942134857, 0.03775622323155403, 0.010162505321204662, 0.07114318758249283, 0.13126811385154724, -0.005042501259595156, -0.010890193283557892, -0.07147179543972015, 0.1888096183538437, -0.07795552164316177, -0.013910952024161816, 0.10006679594516754, 0.0000858836792758666, 0.042943306267261505, 0.07995738834142685, 0.03096839226782322, -0.10387558490037918, 0.04100961238145828, 0.05147131159901619, -0.02058691345155239, -0.2547738552093506, -0.046888384968042374, -0.051612578332424164, -0.06690025329589844, 0.10672405362129211, 0.06162634864449501, -0.024579739198088646, 0.06338799744844437, -0.03124677948653698, 0.0022855508141219616, 0.02754051238298416, 0.10049781948328018, 0.06465873122215271, 0.025187257677316666, 0.08417099714279175, -0.026988161727786064, -0.002784936223179102, 0.07554350048303604, 0.053177282214164734, 0.2802722752094269, -0.0012871779035776854, 0.0607205294072628, 0.08568021655082703, 0.15971851348876953, 0.013621808961033821, 0.029532399028539658, 0.043372511863708496, -0.011660736985504627, -0.011081132106482983, -0.04981859400868416, -0.040671635419130325, 0.04281507804989815, -0.0037545650266110897, 0.012091576121747494, -0.09465353190898895, -0.034933026880025864, 0.021242845803499222, 0.28238365054130554, 0.03168629854917526, -0.23397955298423767, -0.08845917880535126, 0.013155043125152588, -0.040055032819509506, -0.09029622375965118, 0.017034772783517838, 0.1400405615568161, -0.16056419909000397, 0.0294171255081892, -0.05483406037092209, 0.08934751152992249, -0.05409093201160431, -0.020053772255778313, 0.029468949884176254, 0.08804357051849365, -0.02690279670059681, 0.08264517039060593, -0.23745901882648468, 0.2580992579460144, 0.004388231784105301, 0.09591521322727203, -0.04726872965693474, 0.011399414390325546, 0.030042976140975952, 0.044691283255815506, 0.09798797219991684, 0.01293971948325634, -0.09501393884420395, -0.20959822833538055, -0.04963531717658043, 0.046000268310308456, 0.126740500330925, -0.04465674236416817, 0.06576573103666306, -0.04848850145936012, 0.038886506110429764, 0.04534236341714859, -0.08230839669704437, -0.19911406934261322, -0.10780096799135208, 0.008074861951172352, 0.012527769431471825, 0.015695570036768913, -0.14247846603393555, -0.08357370644807816, -0.018523840233683586, 0.13972797989845276, -0.028978906571865082, -0.027294887229800224, -0.14127954840660095, 0.07249315828084946, 0.12402951717376709, -0.04404580965638161, 0.033342014998197556, 0.03703571856021881, 0.119759701192379, -0.0016699915286153555, -0.029174795374274254, 0.07164397835731506, -0.0866522341966629, -0.2177017778158188, -0.08912120014429092, 0.13987521827220917, 0.0966854989528656, 0.05220486968755722, 0.019300121814012527, 0.025742802768945694, 0.015842320397496223, -0.10972578823566437, 0.030402062460780144, 0.13208745419979095, 0.05730283260345459, 0.05496697500348091, -0.07974184304475784, 0.049052562564611435, -0.02964240312576294, -0.066404327750206, 0.1435975581407547, 0.28350383043289185, -0.0847305953502655, 0.08042768388986588, 0.054798100143671036, -0.0932563990354538, -0.16332967579364777, 0.07469137758016586, 0.13444098830223083, 0.019638320431113243, 0.0349508672952652, -0.19099485874176025, 0.03407228738069534, 0.15342622995376587, -0.026274990290403366, 0.04585061967372894, -0.3017795979976654, -0.11592269688844681, 0.09214799106121063, 0.10139389336109161, -0.0024227576795965433, -0.12427300214767456, -0.039540499448776245, -0.016857031732797623, -0.1181773692369461, 0.07810477167367935, -0.10871905088424683, 0.10418248176574707, -0.012272450141608715, 0.048560839146375656, 0.02663378044962883, -0.03420540317893028, 0.18327629566192627, -0.02436210960149765, 0.09191422909498215, -0.0368635468184948, 0.06638041883707047, 0.051005322486162186, -0.04443727433681488, 0.01049651950597763, -0.00605227705091238, 0.06120363622903824, -0.12080781906843185, -0.0349118746817112, -0.06679196655750275, 0.05684182420372963, -0.034195736050605774, -0.07799742370843887, -0.05244496837258339, 0.08171326667070389, 0.0264892615377903, -0.03075960837304592, 0.016003910452127457, -0.041345302015542984, 0.14842337369918823, 0.02916346862912178, 0.11890791356563568, 0.03363477811217308, -0.07765498012304306, -0.00553525285795331, -0.04834211617708206, 0.05686980113387108, -0.10288023948669434, 0.01896905153989792, 0.11513181030750275, 0.03283047303557396, 0.14852182567119598, 0.04281967133283615, -0.08372802287340164, 0.03476573899388313, 0.049855537712574005, -0.07882744073867798, -0.12686415016651154, 0.00967312976717949, 0.11279942095279694, -0.12842509150505066, -0.003703595604747534, 0.10978680849075317, -0.06085799261927605, -0.03463216871023178, -0.019789261743426323, 0.016396785154938698, -0.056973472237586975, 0.19397780299186707, 0.030198324471712112, 0.06585773080587387, -0.06508253514766693, 0.1032039150595665, 0.061872679740190506, -0.04263251647353172, 0.03374461084604263, 0.0527852363884449, -0.09189319610595703, -0.03039431944489479, 0.0793062150478363, 0.1108616292476654, -0.014972344972193241, -0.05196555703878403, -0.04273826256394386, -0.1087753102183342, 0.027530906721949577, 0.11027109622955322, 0.019823186099529266, -0.002142465440556407, 0.004234144929796457, 0.04063650965690613, -0.10157366096973419, 0.05265172943472862, 0.03212934732437134, 0.08445335179567337, -0.0985575020313263, 0.13588063418865204, 0.005008445121347904, 0.009398275054991245, -0.0051800706423819065, 0.015176251530647278, -0.11447962373495102, 0.005442693829536438, -0.13760313391685486, 0.011792602017521858, -0.04199816286563873, 0.011316047050058842, 0.007330005522817373, -0.05223274603486061, -0.007240360137075186, 0.038531769067049026, -0.08787553012371063, -0.04078806936740875, 0.0036461257841438055, 0.0801050066947937, -0.09408492594957352, -0.018604014068841934, 0.06414825469255447, -0.07484372705221176, 0.08025147020816803, 0.03764066472649574, 0.05075633153319359, 0.05809833109378815, -0.18153418600559235, 0.021201444789767265, 0.034324802458286285, 0.01676192693412304, 0.010688629001379013, -0.10648201406002045, -0.01385341864079237, -0.03328932449221611, 0.02865738235414028, 0.03729891777038574, 0.03938058763742447, -0.11460719257593155, -0.06198354810476303, -0.03304225951433182, -0.055946607142686844, -0.05365574732422829, 0.0178506039083004, 0.06216898933053017, 0.06786493957042694, 0.10424154996871948, -0.103965625166893, 0.04743320122361183, -0.181911438703537, -0.033445343375205994, -0.02665543742477894, -0.010974359698593616, -0.05169609189033508, -0.050284430384635925, 0.08674857020378113, -0.029218312352895737, 0.1211891919374466, -0.03960983827710152, 0.05864790081977844, 0.018910350278019905, -0.10436622053384781, 0.03865865245461464, 0.014279842376708984, 0.22639311850070953, 0.050340212881565094, -0.016896555200219154, 0.04517960548400879, 0.0015965607017278671, 0.024232646450400352, 0.054606445133686066, 0.1744556427001953, 0.16634267568588257, 0.00947432778775692, 0.029571212828159332, 0.042834024876356125, -0.12388091534376144, -0.08465330302715302, 0.07921454310417175, 0.009143651463091373, 0.0534706711769104, -0.07133767753839493, 0.20896784961223602, 0.10966483503580093, -0.20464137196540833, 0.02801484987139702, -0.06275252997875214, -0.093257375061512, -0.10120193660259247, -0.05283111706376076, -0.072172150015831, -0.1485215574502945, 0.011442523449659348, -0.11647161841392517, 0.024696318432688713, 0.08504414558410645, 0.018346406519412994, 0.04201416298747063, 0.1315757930278778, -0.0021929217036813498, -0.006617760751396418, 0.06096779555082321, 0.00678448099642992, 0.02622324414551258, -0.11798757314682007, -0.10361853241920471, 0.07258138060569763, -0.04300742968916893, 0.05582422763109207, -0.050372302532196045, -0.003688621800392866, 0.01991039700806141, 0.002186229918152094, -0.06099485978484154, 0.029007069766521454, 0.01698579452931881, 0.033789630979299545, 0.0808279886841774, 0.0731721892952919, -0.002837692154571414, -0.022571636363863945, 0.2800208330154419, -0.05616414546966553, -0.10400702804327011, -0.13750331103801727, 0.22896866500377655, -0.004716831259429455, -0.008819932118058205, 0.043144647032022476, -0.09599488973617554, 0.0496901236474514, 0.12665678560733795, 0.11535076051950455, -0.03813626244664192, 0.02015976794064045, 0.002773961517959833, -0.028791014105081558, -0.06898347288370132, 0.14918728172779083, 0.09526114910840988, -0.004561596550047398, -0.08638472855091095, -0.008089620620012283, -0.010330041870474815, -0.000023230464648804627, -0.04725854471325874, 0.05437672138214111, 0.009047895669937134, -0.0011588303605094552, -0.056788988411426544, 0.11050285398960114, 0.015374834649264812, -0.12150967866182327, 0.02788187749683857, -0.10149352252483368, -0.15618932247161865, -0.01842060126364231, 0.005196712911128998, -0.007738190703094006, 0.02362651750445366, -0.04142052307724953, 0.012906880117952824, 0.10277225077152252, -0.013805435039103031, -0.021918868646025658, -0.14004643261432648, 0.09554954618215561, -0.008999146521091461, 0.23283737897872925, -0.01597060076892376, 0.06938093155622482, 0.0994400605559349, 0.03386951610445976, -0.12024793773889542, 0.06916150450706482, 0.05922546982765198, -0.0657864511013031, 0.018023228272795677, 0.12468921393156052, -0.03944709524512291, 0.1173548698425293, 0.06013906002044678, -0.13965478539466858, 0.031948722898960114, -0.04875962436199188, -0.021871399134397507, -0.08742257952690125, 0.02908085100352764, -0.07229865342378616, 0.15615372359752655, 0.15285131335258484, -0.04667360335588455, -0.009970036335289478, -0.06236875429749489, 0.0504644513130188, 0.04606792330741882, 0.11135207116603851, -0.021185021847486496, -0.19514869153499603, 0.010729839093983173, 0.06807506829500198, 0.03064163774251938, -0.2081485092639923, -0.10199899971485138, 0.027505720034241676, -0.05246090143918991, -0.03201814368367195, 0.12835931777954102, 0.04005134105682373, 0.030201416462659836, -0.04002872481942177, -0.2129725217819214, -0.024903487414121628, 0.14373165369033813, -0.11522449553012848, -0.03853996470570564 ]

[ "transformers", "safetensors", "mistral", "text-generation", "merge", "mergekit", "lazymergekit", "AtAndDev/CapybaraMarcoroni-7B", "eren23/DistilHermes-2.5-Mistral-7B", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "region:us" ]

[]

[]

[ "# MarcoHermes\n\nMarcoHermes is a merge of the following models using mergekit:\n* AtAndDev/CapybaraMarcoroni-7B\n* eren23/DistilHermes-2.5-Mistral-7B", "## Configuration" ]

[ "TAGS\n#transformers #safetensors #mistral #text-generation #merge #mergekit #lazymergekit #AtAndDev/CapybaraMarcoroni-7B #eren23/DistilHermes-2.5-Mistral-7B #license-apache-2.0 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n", "# MarcoHermes\n\nMarcoHermes is a merge of the following models using mergekit:\n* AtAndDev/CapybaraMarcoroni-7B\n* eren23/DistilHermes-2.5-Mistral-7B", "## Configuration" ]

[ 96, 47, 4 ]

[ "passage: TAGS\n#transformers #safetensors #mistral #text-generation #merge #mergekit #lazymergekit #AtAndDev/CapybaraMarcoroni-7B #eren23/DistilHermes-2.5-Mistral-7B #license-apache-2.0 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n# MarcoHermes\n\nMarcoHermes is a merge of the following models using mergekit:\n* AtAndDev/CapybaraMarcoroni-7B\n* eren23/DistilHermes-2.5-Mistral-7B## Configuration" ]

[ -0.09492319822311401, -0.02096572332084179, -0.005711886566132307, 0.03512325510382652, 0.056679222732782364, 0.042413994669914246, 0.22479072213172913, 0.07217966765165329, 0.10443656891584396, 0.04577483981847763, 0.05544084683060646, 0.11524543166160583, 0.04061271622776985, 0.13937440514564514, -0.06280212849378586, -0.16469402611255646, 0.08270981907844543, 0.007249013986438513, -0.14457343518733978, 0.06936115771532059, 0.1404697448015213, -0.05061734840273857, 0.13982093334197998, -0.022053038701415062, -0.039063986390829086, 0.01712292619049549, -0.011297011747956276, -0.05795089155435562, 0.12451809644699097, 0.09808480739593506, 0.09286986291408539, 0.059060078114271164, 0.0121257109567523, -0.07684063911437988, 0.045963969081640244, 0.01591424271464348, -0.03994153067469597, 0.08046377450227737, 0.06747192144393921, -0.04305846244096756, 0.056408222764730453, -0.037753719836473465, 0.014063350856304169, 0.04036979377269745, -0.08354316651821136, -0.02787226438522339, -0.125102698802948, 0.03914883732795715, 0.10368566960096359, 0.015396393835544586, 0.015997109934687614, 0.07891550660133362, 0.012963774614036083, 0.08354869484901428, 0.14600352942943573, -0.24371103942394257, -0.02609967440366745, 0.07843632251024246, 0.06638642400503159, -0.019222062081098557, 0.06421683728694916, 0.01950736530125141, 0.04731668904423714, -0.0035504777915775776, 0.07488153129816055, -0.0555461160838604, 0.1451735645532608, -0.1089077889919281, -0.11575581133365631, 0.021232182160019875, 0.158741757273674, 0.026750242337584496, -0.01925007253885269, -0.06488185375928879, -0.1320101022720337, 0.12645594775676727, -0.011210651136934757, -0.06239835172891617, 0.00964409951120615, 0.007792690768837929, 0.10445766150951385, -0.06095769628882408, -0.08164919167757034, -0.02334432117640972, -0.1282726675271988, 0.12900908291339874, 0.02717404067516327, 0.017547257244586945, -0.05090729519724846, 0.033868588507175446, -0.10903323441743851, -0.13231562077999115, 0.012080875225365162, -0.0598929226398468, 0.012232711538672447, -0.010248461738228798, -0.05182605981826782, -0.12863072752952576, 0.12146706134080887, 0.2736218571662903, -0.05757036805152893, 0.049723874777555466, 0.08235789835453033, 0.06778991222381592, -0.02705279551446438, -0.04613582789897919, -0.06192050501704216, -0.19461223483085632, 0.07363917678594589, 0.027794191613793373, 0.12610162794589996, -0.03152993321418762, -0.12259208410978317, -0.04373786598443985, -0.04304654896259308, 0.013074714690446854, 0.049907147884368896, 0.07856009155511856, -0.05925813317298889, -0.03355318307876587, 0.24314403533935547, -0.07292704284191132, -0.008074263110756874, -0.015292192809283733, -0.031735531985759735, 0.02708832547068596, 0.043539971113204956, 0.06570098549127579, 0.020383335649967194, 0.09470194578170776, -0.033377062529325485, -0.0615508072078228, -0.021287377923727036, -0.10790795087814331, 0.07437977194786072, -0.04987800121307373, -0.014013964682817459, -0.125249981880188, -0.19287557899951935, 0.005732841324061155, 0.041148554533720016, -0.05542188510298729, -0.03348960354924202, -0.05416380241513252, 0.013711485080420971, -0.0013249508338049054, -0.020887896418571472, -0.011130777187645435, -0.031021544709801674, -0.02571028470993042, 0.0079869469627738, 0.0840807631611824, -0.2128477543592453, 0.016875559464097023, -0.06087413430213928, 0.08660528063774109, -0.16213560104370117, 0.017270611599087715, -0.03888717293739319, 0.1031600832939148, -0.12395092099905014, 0.009006028063595295, 0.0017055155476555228, 0.030451014637947083, 0.05575548857450485, 0.12881484627723694, -0.14924219250679016, -0.066501684486866, 0.08102128654718399, -0.15465261042118073, -0.17048554122447968, 0.09505698084831238, 0.018953612074255943, 0.0931466594338417, 0.05685318261384964, 0.1409798562526703, 0.08163244277238846, 0.00018290527805220336, -0.01135194581001997, -0.0004005243827123195, -0.04470617324113846, -0.08695483952760696, 0.09538473188877106, 0.034018874168395996, -0.0060350545682013035, 0.04365483671426773, -0.04284021258354187, 0.06173187866806984, 0.0016676060622557998, -0.05800244212150574, -0.048271648585796356, -0.03670021519064903, 0.03911525011062622, -0.052484333515167236, 0.019838828593492508, -0.10255235433578491, -0.039691537618637085, 0.03144444152712822, 0.057251885533332825, -0.029103131964802742, 0.010198133066296577, -0.08603812754154205, 0.10833840817213058, -0.002362799597904086, 0.05020841211080551, -0.0871594175696373, -0.07771622389554977, -0.012538938783109188, -0.05693395435810089, 0.0005808260175399482, 0.026886438950896263, 0.08142976462841034, 0.05315524712204933, -0.059441495686769485, -0.021453041583299637, 0.1345835030078888, 0.04591673985123634, -0.0033291832078248262, -0.20437274873256683, -0.01832866296172142, -0.08982763439416885, 0.16131636500358582, -0.029996875673532486, 0.09032348543405533, 0.08310416340827942, 0.1995636224746704, -0.025023680180311203, 0.06622821092605591, -0.023163989186286926, -0.00840703584253788, -0.06045769900083542, -0.013190655037760735, 0.09930530935525894, 0.0011839272920042276, -0.14438974857330322, 0.13675467669963837, -0.16995303332805634, 0.11788760870695114, 0.11673136800527573, -0.025247614830732346, 0.005604933947324753, -0.07279960066080093, 0.008792150765657425, -0.06905698031187057, 0.07074697315692902, -0.0726400837302208, -0.0035123785492032766, 0.024931317195296288, 0.12637455761432648, -0.06703376024961472, -0.03781669959425926, 0.016241738572716713, -0.02290583774447441, -0.05662207677960396, 0.06759196519851685, -0.043243657797575, -0.2030421495437622, 0.11808057874441147, 0.2980004549026489, -0.029106924310326576, 0.0335245206952095, 0.011789114214479923, 0.025769636034965515, -0.03787688910961151, 0.03605636954307556, 0.018495893105864525, -0.05910513177514076, -0.06937697529792786, 0.044488921761512756, 0.04865347221493721, 0.027917999774217606, 0.023558204993605614, -0.08036632090806961, 0.04163185507059097, 0.018988441675901413, 0.007215550635010004, 0.05635453388094902, 0.07942631095647812, -0.03072398342192173, 0.07337787002325058, 0.017799723893404007, -0.13005810976028442, 0.04734457656741142, -0.007862220518290997, -0.0765058696269989, 0.1497410237789154, -0.12374048680067062, -0.21970485150814056, -0.2032407820224762, -0.10683468729257584, -0.06319036334753036, -0.003178606042638421, 0.09660683572292328, -0.0222786832600832, -0.04305613413453102, -0.1052078828215599, 0.10185232013463974, 0.06785362958908081, -0.018359828740358353, 0.06169087812304497, 0.049605339765548706, -0.01523873396217823, -0.11795458942651749, -0.022404322400689125, 0.03063765913248062, -0.05659157410264015, 0.08007994294166565, -0.09119196981191635, 0.06150238588452339, 0.08274541050195694, 0.008932548575103283, -0.024823958054184914, -0.03557170554995537, 0.18596655130386353, -0.018128477036952972, 0.12811817228794098, 0.16332988440990448, -0.05161279812455177, 0.07832294702529907, 0.20016898214817047, 0.020408032462000847, -0.018519002944231033, 0.020992977544665337, -0.05417685583233833, -0.053442828357219696, -0.22543591260910034, -0.09046398848295212, -0.04650188237428665, 0.04049978777766228, 0.03356556594371796, 0.03632764890789986, 0.09674201905727386, 0.10081599652767181, -0.09559135884046555, -0.0031699594110250473, 0.11183276027441025, 0.07542914152145386, 0.21277552843093872, -0.01961693726480007, 0.12075970321893692, -0.06011688709259033, -0.020531125366687775, 0.1060238778591156, 0.09612814337015152, 0.11011404544115067, 0.039457548409700394, 0.16168424487113953, 0.04282894730567932, 0.019813742488622665, -0.00016142452659551054, 0.11113815754652023, -0.026325896382331848, 0.03490986302495003, -0.09649880975484848, -0.09588151425123215, 0.028691425919532776, 0.05731954798102379, -0.1348302960395813, 0.03928318992257118, -0.02684168703854084, 0.06892434507608414, 0.06910081952810287, 0.19768424332141876, 0.03508830443024635, -0.23603539168834686, -0.08964423835277557, 0.08038953691720963, 0.06683726608753204, 0.008759216405451298, -0.011612733826041222, 0.08121392875909805, -0.021653637290000916, 0.1767602562904358, -0.028072206303477287, 0.09530680626630783, 0.02919078804552555, 0.015125671401619911, -0.027183765545487404, 0.11827041953802109, 0.030088044703006744, 0.04297364875674248, -0.201079860329628, 0.16760243475437164, 0.02507048286497593, 0.0194956474006176, 0.012940267100930214, 0.057887837290763855, 0.038259174674749374, 0.19218650460243225, 0.04844711720943451, -0.011837838217616081, -0.11827723681926727, -0.040223877876996994, -0.08428145200014114, -0.0118155712261796, 0.03799985721707344, 0.005867111496627331, 0.03213303163647652, -0.04753711074590683, -0.05885077267885208, 0.033640600740909576, 0.09113200008869171, -0.09951981902122498, -0.14649903774261475, 0.09408514201641083, 0.11033537238836288, 0.0011037560179829597, -0.08687292784452438, -0.05153030529618263, -0.08138079941272736, 0.15220455825328827, -0.136408731341362, -0.06017894670367241, -0.06724181026220322, -0.1119207963347435, 0.12357133626937866, -0.08221050351858139, 0.06953563541173935, -0.05264456570148468, 0.06572332233190536, -0.08745759725570679, -0.13956290483474731, 0.09609438478946686, -0.12112755328416824, -0.10529111325740814, -0.03193424269556999, 0.09912800043821335, -0.06716511398553848, 0.03709829971194267, 0.018584903329610825, 0.0362161286175251, -0.06868662685155869, -0.053237952291965485, -0.021991539746522903, 0.13047993183135986, 0.00773278484120965, 0.059910837560892105, -0.07200891524553299, -0.20980055630207062, 0.014605483040213585, -0.027435151860117912, 0.10999184101819992, 0.30125877261161804, -0.012857921421527863, 0.06769604235887527, 0.21273711323738098, -0.06244675815105438, -0.22496095299720764, -0.0805160254240036, -0.042124081403017044, -0.014744925312697887, 0.017169291153550148, -0.04250282421708107, 0.059013403952121735, 0.16429363191127777, -0.01588970422744751, 0.031248396262526512, -0.30344343185424805, -0.11756076663732529, 0.03826010599732399, 0.04508373513817787, 0.273029625415802, -0.0905635878443718, -0.07562305778265, -0.13621565699577332, -0.24440398812294006, 0.0536126084625721, -0.11338631808757782, 0.037362102419137955, -0.015694016590714455, -0.024560648947954178, -0.028916142880916595, -0.03937724232673645, 0.1358480006456375, -0.04818376153707504, 0.0241803340613842, -0.09882120788097382, -0.058527540415525436, 0.1728857010602951, -0.07220522314310074, 0.046692974865436554, -0.17607639729976654, -0.0011546709574759007, 0.05599735304713249, -0.028439635410904884, -0.023998267948627472, 0.08732388913631439, -0.04381115734577179, -0.024119215086102486, -0.02619341015815735, 0.01607547327876091, 0.007962691597640514, 0.014693142846226692, 0.21142008900642395, 0.021330708637833595, 0.06129994988441467, 0.17192314565181732, 0.09984457492828369, -0.18965241312980652, 0.04807465150952339, 0.006388600915670395, -0.05091964080929756, 0.04130330681800842, -0.08305613696575165, 0.010762901045382023, 0.1028890386223793, -0.060391150414943695, 0.05147205665707588, 0.05244935303926468, -0.019896186888217926, -0.007710395846515894, 0.12264619022607803, -0.10955318808555603, -0.18572953343391418, -0.0007321725715883076, 0.13835009932518005, -0.009059104137122631, 0.1256517618894577, 0.20405784249305725, -0.028886690735816956, -0.011178125627338886, 0.0361066572368145, 0.023712024092674255, -0.06933010369539261, 0.1487206518650055, -0.03831884637475014, 0.011814418248832226, -0.08483865112066269, 0.06490529328584671, 0.0484892912209034, -0.10468039661645889, -0.03664308786392212, 0.10647063702344894, -0.14435715973377228, -0.11432616412639618, -0.08676667511463165, 0.10513360053300858, -0.08920305967330933, -0.08354309946298599, -0.10945867002010345, -0.10526975989341736, 0.006315471138805151, 0.10779010504484177, 0.09311158210039139, 0.029466349631547928, 0.038413483649492264, -0.05247551575303078, 0.029582105576992035, 0.06415467709302902, 0.024403834715485573, 0.12408575415611267, -0.08454084396362305, 0.022386031225323677, -0.03433908149600029, -0.021133357658982277, -0.0317038930952549, 0.013556011021137238, -0.10803044587373734, -0.051209766417741776, -0.18102088570594788, 0.031041527166962624, -0.1868063509464264, -0.024138836190104485, -0.03005244769155979, -0.030516693368554115, -0.008686201646924019, 0.027567103505134583, -0.007829464972019196, -0.021091783419251442, -0.05133030191063881, 0.08362717181444168, -0.08974064886569977, -0.03415776789188385, 0.027784334495663643, -0.04650600627064705, 0.07259583473205566, -0.01766573265194893, -0.05964796617627144, -0.014715555123984814, -0.14856672286987305, -0.05554116517305374, 0.06709200143814087, 0.0367073193192482, 0.048871491104364395, -0.1072857528924942, -0.049215592443943024, 0.04655575007200241, -0.013979959301650524, -0.027982477098703384, 0.08931700140237808, -0.06256110221147537, 0.05978460609912872, -0.05992083251476288, -0.11403398960828781, -0.06292974203824997, -0.027995586395263672, 0.14544671773910522, 0.014332583174109459, 0.21368412673473358, -0.04155268147587776, 0.036485105752944946, -0.11580207198858261, 0.011191140860319138, 0.032587312161922455, -0.17857372760772705, -0.14837388694286346, -0.04829047992825508, -0.002895604120567441, -0.015153041109442711, 0.11857094615697861, -0.08198679238557816, -0.13291490077972412, 0.059360384941101074, -0.03757414221763611, -0.028015637770295143, 0.04632711410522461, 0.22172832489013672, 0.04323693737387657, 0.0049299634993076324, -0.12970507144927979, 0.04157319292426109, 0.040549326688051224, -0.014804311096668243, 0.056926801800727844, 0.13553646206855774, 0.0480135977268219, 0.12014049291610718, 0.08184898644685745, 0.03403681516647339, -0.04706021770834923, 0.002601574407890439, 0.037952862679958344, 0.017776552587747574, -0.010799162089824677, 0.11230035871267319, 0.1447618007659912, -0.07992863655090332, 0.043794311583042145, -0.04532681778073311, -0.01343591883778572, -0.07871352136135101, -0.09027180820703506, -0.11755234003067017, -0.08628757297992706, -0.075996033847332, -0.08771952986717224, -0.0348881371319294, -0.015390198677778244, 0.006023942027240992, -0.007532293908298016, 0.09720320999622345, -0.04736613854765892, 0.004721902776509523, 0.0021729967556893826, -0.004609591327607632, 0.0040366873145103455, 0.061544131487607956, -0.07153675705194473, -0.012371254153549671, 0.06653600931167603, -0.024938175454735756, 0.05121837556362152, 0.03489718213677406, -0.0021432938519865274, -0.049912940710783005, -0.0824466124176979, -0.01310526393353939, 0.04465366527438164, -0.013123122043907642, 0.0022760017309337854, 0.015879694372415543, -0.03438945859670639, 0.045431580394506454, 0.10168174654245377, -0.05145468935370445, -0.13359837234020233, -0.06489232182502747, 0.131131112575531, 0.006097735371440649, 0.08799736201763153, 0.002731321146711707, -0.04843658581376076, -0.03198472410440445, 0.07979247719049454, 0.31793999671936035, 0.01971670240163803, -0.010657109320163727, 0.0021407809108495712, 0.02711072377860546, 0.020376259461045265, 0.05541682988405228, 0.052133709192276, 0.1393631100654602, -0.02985677309334278, 0.060055483132600784, -0.01066830288618803, -0.01995149813592434, -0.11145049333572388, -0.027489744126796722, -0.022394975647330284, -0.019773604348301888, 0.01931021921336651, 0.08825014531612396, 0.04309419170022011, -0.09047964960336685, -0.012215675786137581, -0.13727471232414246, -0.08769148588180542, -0.05369291827082634, 0.15905284881591797, 0.013279956765472889, 0.07680307328701019, -0.025184646248817444, -0.039832308888435364, 0.13590896129608154, -0.034039177000522614, -0.1016136109828949, -0.06556972861289978, 0.019316859543323517, -0.06321492791175842, 0.05327045917510986, -0.006181824021041393, 0.07087457925081253, 0.108806312084198, 0.011523062363266945, -0.11757872253656387, 0.0326390340924263, 0.019637737423181534, -0.00022954963787924498, 0.04362107440829277, -0.0306707676500082, -0.06915434449911118, 0.08125431835651398, 0.03847507759928703, -0.20798416435718536, 0.038409482687711716, 0.11838092654943466, -0.07664217799901962, -0.049502093344926834, 0.07708373665809631, -0.05997101217508316, 0.0932254046201706, 0.11107759922742844, -0.03157440572977066, -0.02957838401198387, -0.021777676418423653, 0.008414405398070812, 0.10152741521596909, 0.0833282396197319, -0.08242267370223999, -0.1968824416399002, -0.02008485421538353, -0.00735092256218195, 0.0886504054069519, -0.22699011862277985, -0.09746263921260834, -0.17107143998146057, 0.000715512374881655, -0.08002403378486633, 0.04000939056277275, 0.15174752473831177, 0.0180507879704237, -0.016498206183314323, -0.15557950735092163, -0.0443369559943676, 0.0875617042183876, -0.07289273291826248, -0.09398873150348663 ]

[ "MEME", "Multiple Embedding Model For EHR", "Multimodal Clinical Pseudo-notes for Emergency Department Prediction Tasks using Multiple Embedding Model for EHR (MEME)", "arxiv:2402.00160", "license:mit", "region:us" ]

[ "2402.00160" ]

[]

[ "# Multimodal Clinical Pseudo-notes for Emergency Department Prediction Tasks using Multiple Embedding Model for EHR (MEME)", "# Abstract\n\nIn this work, we introduce Multiple Embedding Model for EHR (MEME), an approach that views Electronic Health Records (EHR) as multimodal data. It uniquely represents tabular concepts like diagnoses and medications as structured natural language text using our \"pseudo-notes\" method. This approach allows us to effectively employ Large Language Models (LLMs) for individual EHR representation, proving beneficial in a variety of text-classification tasks. We demonstrate the effectiveness of MEME by applying it to diverse tasks within the Emergency Department across multiple hospital systems. Our findings show that MEME surpasses the performance of both single modality/embedding methods and traditional machine learning approaches, highlighting its effectiveness. Additionally, our tests on the model's generalizability reveal that training solely on the MIMIC-IV database does not guarantee effective application across different hospital institutions.", "# Huggingface Repository\n\nBelow is the tree structure of the repository, listing all the model files and their respective functions:", "## Usage\n\nThe models are trained to perform specific tasks related to the emergency department using Multiple Embedding Model for EHR (MEME), Multimodal Single Embedding Model (MSEM), and modality specific single embedding models. They are designed to predict various outcomes and assist in multitask and disposition prediction tasks.\n\nTo use these models, load them into your PyTorch environment using the following example code:", "## Contributing\n\nIf you wish to contribute to this repository, please fork it, make your changes, and submit a pull request.\n\nFor any questions or issues, please open an issue on this repository or reach out to [email protected]\n\nThank you for your interest in artificial intelligence within Healthcare." ]

[ "TAGS\n#MEME #Multiple Embedding Model For EHR #Multimodal Clinical Pseudo-notes for Emergency Department Prediction Tasks using Multiple Embedding Model for EHR (MEME) #arxiv-2402.00160 #license-mit #region-us \n", "# Multimodal Clinical Pseudo-notes for Emergency Department Prediction Tasks using Multiple Embedding Model for EHR (MEME)", "# Abstract\n\nIn this work, we introduce Multiple Embedding Model for EHR (MEME), an approach that views Electronic Health Records (EHR) as multimodal data. It uniquely represents tabular concepts like diagnoses and medications as structured natural language text using our \"pseudo-notes\" method. This approach allows us to effectively employ Large Language Models (LLMs) for individual EHR representation, proving beneficial in a variety of text-classification tasks. We demonstrate the effectiveness of MEME by applying it to diverse tasks within the Emergency Department across multiple hospital systems. Our findings show that MEME surpasses the performance of both single modality/embedding methods and traditional machine learning approaches, highlighting its effectiveness. Additionally, our tests on the model's generalizability reveal that training solely on the MIMIC-IV database does not guarantee effective application across different hospital institutions.", "# Huggingface Repository\n\nBelow is the tree structure of the repository, listing all the model files and their respective functions:", "## Usage\n\nThe models are trained to perform specific tasks related to the emergency department using Multiple Embedding Model for EHR (MEME), Multimodal Single Embedding Model (MSEM), and modality specific single embedding models. They are designed to predict various outcomes and assist in multitask and disposition prediction tasks.\n\nTo use these models, load them into your PyTorch environment using the following example code:", "## Contributing\n\nIf you wish to contribute to this repository, please fork it, make your changes, and submit a pull request.\n\nFor any questions or issues, please open an issue on this repository or reach out to [email protected]\n\nThank you for your interest in artificial intelligence within Healthcare." ]

[ 69, 36, 208, 31, 94, 71 ]

[ "passage: TAGS\n#MEME #Multiple Embedding Model For EHR #Multimodal Clinical Pseudo-notes for Emergency Department Prediction Tasks using Multiple Embedding Model for EHR (MEME) #arxiv-2402.00160 #license-mit #region-us \n# Multimodal Clinical Pseudo-notes for Emergency Department Prediction Tasks using Multiple Embedding Model for EHR (MEME)# Abstract\n\nIn this work, we introduce Multiple Embedding Model for EHR (MEME), an approach that views Electronic Health Records (EHR) as multimodal data. It uniquely represents tabular concepts like diagnoses and medications as structured natural language text using our \"pseudo-notes\" method. This approach allows us to effectively employ Large Language Models (LLMs) for individual EHR representation, proving beneficial in a variety of text-classification tasks. We demonstrate the effectiveness of MEME by applying it to diverse tasks within the Emergency Department across multiple hospital systems. Our findings show that MEME surpasses the performance of both single modality/embedding methods and traditional machine learning approaches, highlighting its effectiveness. Additionally, our tests on the model's generalizability reveal that training solely on the MIMIC-IV database does not guarantee effective application across different hospital institutions.# Huggingface Repository\n\nBelow is the tree structure of the repository, listing all the model files and their respective functions:## Usage\n\nThe models are trained to perform specific tasks related to the emergency department using Multiple Embedding Model for EHR (MEME), Multimodal Single Embedding Model (MSEM), and modality specific single embedding models. They are designed to predict various outcomes and assist in multitask and disposition prediction tasks.\n\nTo use these models, load them into your PyTorch environment using the following example code:" ]

[ -0.09327226132154465, -0.04999128729104996, -0.005486900452524424, -0.05540870875120163, 0.07624684274196625, 0.10734749585390091, 0.06902673095464706, 0.04895781725645065, 0.022363610565662384, 0.07096411287784576, 0.015033429488539696, -0.047243304550647736, 0.0008123602019622922, 0.057492293417453766, 0.12783093750476837, -0.17248593270778656, 0.08417131751775742, -0.08613178879022598, 0.08957471698522568, -0.004623845685273409, 0.05428934097290039, -0.06486108899116516, 0.003960979636758566, 0.033677536994218826, 0.020166466012597084, -0.00006479825242422521, -0.030955540016293526, -0.03357227146625519, 0.11377289146184921, -0.008852698840200901, 0.03305249661207199, -0.032831475138664246, 0.01459747925400734, -0.29759761691093445, 0.003355341264978051, 0.043436624109745026, -0.00926886685192585, -0.01614394225180149, 0.0007057531620375812, -0.055509053170681, 0.12802867591381073, -0.11175043135881424, 0.12408144026994705, 0.003444292116910219, -0.04057285562157631, -0.1563006341457367, -0.06450925767421722, -0.017965443432331085, 0.009323880076408386, 0.060942940413951874, -0.009886370971798897, 0.12371383607387543, -0.06772740185260773, -0.03364076092839241, 0.035106610506772995, -0.21597668528556824, 0.009030183777213097, -0.05686621367931366, 0.011143581010401249, 0.06403084099292755, -0.01464182510972023, 0.009636188857257366, 0.04439617693424225, 0.07640710473060608, 0.048917680978775024, 0.021735718473792076, 0.16171212494373322, 0.01327881496399641, -0.07920728623867035, -0.011517145670950413, 0.2967020571231842, -0.025582581758499146, -0.07546175271272659, -0.14212948083877563, 0.03183522820472717, 0.15405994653701782, 0.037321608513593674, -0.0304558128118515, 0.059104882180690765, -0.01728890836238861, 0.04704071581363678, 0.017249131575226784, -0.10728900879621506, -0.07704085111618042, -0.0875013917684555, 0.09517107903957367, 0.04290511831641197, -0.00629867659881711, 0.038046736270189285, 0.11170212179422379, -0.17423245310783386, 0.0203557051718235, -0.06565403938293457, -0.055829040706157684, -0.07241976261138916, -0.05367035046219826, -0.03373206406831741, -0.1726674735546112, 0.08836255967617035, 0.0292917899787426, 0.04082347825169563, 0.050490714609622955, -0.007677039597183466, 0.01763983443379402, 0.12868651747703552, 0.11339763551950455, 0.0017811519792303443, -0.04283696785569191, -0.07133081555366516, 0.027874741703271866, 0.005128839984536171, 0.01877087727189064, 0.07543570548295975, 0.07524772733449936, 0.06457296758890152, 0.06746043264865875, -0.08660948276519775, 0.018454518169164658, -0.10064554959535599, -0.02909740060567856, 0.06938941776752472, -0.11828439682722092, 0.026721211150288582, -0.06005137041211128, 0.00452760374173522, 0.05368839204311371, 0.08234908431768417, -0.006047769449651241, -0.06013920158147812, 0.07534690201282501, -0.059952251613140106, 0.00906464084982872, -0.09425565600395203, -0.0844397246837616, 0.0751749724149704, 0.050194721668958664, -0.04448280483484268, -0.1251765340566635, -0.17826049029827118, -0.03659975528717041, 0.009518181905150414, -0.015790162608027458, 0.07329819351434708, -0.04410797357559204, 0.048375967890024185, 0.0047620851546525955, 0.048317525535821915, -0.016404543071985245, -0.029583023861050606, -0.06382226943969727, -0.07989495992660522, 0.021262725815176964, 0.036228522658348083, 0.03067782148718834, -0.014082622714340687, 0.07593503594398499, -0.25502288341522217, 0.02225710265338421, -0.10976725071668625, 0.00460837921127677, -0.03377867117524147, 0.05714841187000275, -0.086192287504673, 0.0009439940913580358, 0.0020258361473679543, 0.03994707018136978, -0.12347538024187088, -0.023874890059232712, 0.06131089851260185, -0.17815907299518585, -0.09062635898590088, 0.08490756899118423, -0.03623345121741295, 0.13119690120220184, 0.09982360154390335, 0.10776387155056, 0.04764947295188904, -0.17319375276565552, -0.028307979926466942, -0.07153909653425217, -0.07941518723964691, 0.0629376620054245, 0.09345529228448868, -0.11770454794168472, 0.0251140333712101, 0.008480974473059177, 0.040312252938747406, -0.026437098160386086, 0.0009521544561721385, 0.033826082944869995, 0.002285880269482732, -0.06519673764705658, -0.046295735985040665, -0.09888694435358047, -0.022962041199207306, -0.09536793828010559, -0.0007447787211276591, 0.12065741419792175, 0.12696480751037598, -0.049299824982881546, 0.025446197018027306, -0.13017010688781738, -0.0713433176279068, -0.04874018207192421, 0.0004990994348190725, -0.11818908900022507, -0.07143466919660568, 0.09055813401937485, -0.12016232311725616, 0.0497438982129097, 0.013938828371465206, 0.020566478371620178, 0.1249096468091011, -0.037794988602399826, -0.025006137788295746, -0.13445080816745758, 0.062366925179958344, -0.050394441932439804, -0.14288562536239624, 0.026093466207385063, -0.0947030708193779, 0.04657827690243721, -0.01838322915136814, 0.028105229139328003, -0.02585395611822605, 0.05570708587765694, 0.0847911536693573, -0.044209178537130356, -0.01902288757264614, 0.029435181990265846, 0.02860385738313198, -0.022569090127944946, -0.0026388776022940874, 0.0009106228244490921, -0.0407407209277153, 0.0634889006614685, -0.1336483508348465, -0.028776060789823532, 0.010772322304546833, 0.017176715657114983, -0.028583930805325508, -0.022148339077830315, 0.0014047552831470966, -0.035798437893390656, -0.15322983264923096, -0.16463014483451843, 0.1668778508901596, 0.020297586917877197, 0.0836552232503891, -0.045077864080667496, -0.02240139991044998, 0.0014490856556221843, -0.047544002532958984, -0.07594099640846252, -0.02066986635327339, 0.06362304836511612, -0.08650033921003342, -0.07323604077100754, 0.05328016355633736, 0.04801646247506142, 0.134954035282135, 0.006340276915580034, -0.07340219616889954, -0.09226014465093613, -0.03197929263114929, 0.01666647009551525, 0.15656040608882904, -0.1962653249502182, -0.015287323854863644, 0.04319777339696884, 0.117131307721138, 0.13886258006095886, -0.08176936954259872, 0.07172001898288727, 0.025672547519207, 0.049277760088443756, -0.08091975003480911, -0.029385710135102272, -0.02305447682738304, 0.06699679791927338, -0.011329400353133678, 0.1346222311258316, -0.021598821505904198, -0.03960723802447319, -0.1565171778202057, 0.12721702456474304, -0.1925550103187561, -0.10521265864372253, -0.12012342363595963, 0.04078017547726631, 0.07559329271316528, -0.016182826831936836, 0.04464205726981163, -0.07444785535335541, -0.047108154743909836, -0.1061810553073883, 0.0946195125579834, -0.04925468936562538, -0.079015351831913, 0.07053688168525696, 0.05383275821805, 0.022113408893346786, -0.09709003567695618, -0.06417524069547653, -0.04261540248990059, 0.03468543291091919, 0.06267654150724411, -0.08581262081861496, 0.05792988836765289, 0.06043074280023575, 0.05060378462076187, -0.030839087441563606, -0.00708856713026762, 0.10612360388040543, 0.009014531038701534, 0.07512964308261871, 0.11308033764362335, 0.019399667158722878, 0.057993922382593155, 0.002279933076351881, 0.031198324635624886, -0.05492997169494629, 0.05095933377742767, 0.020000092685222626, 0.008340519852936268, -0.24279916286468506, -0.09402157366275787, -0.04757007583975792, -0.019343316555023193, -0.04848529398441315, -0.017474465072155, 0.01395431999117136, 0.025283677503466606, 0.03818783164024353, 0.04625312238931656, 0.04251847788691521, 0.08353429287672043, 0.13281111419200897, -0.013033113442361355, 0.026069333776831627, -0.06025846675038338, 0.006957779638469219, 0.07106850296258926, 0.004673543851822615, 0.36712852120399475, 0.07468771934509277, -0.0021326527930796146, 0.16739289462566376, -0.06972426921129227, 0.03272055834531784, 0.10094133019447327, 0.029442718252539635, 0.04403979331254959, -0.05852071940898895, -0.040522102266550064, -0.0257723405957222, 0.06146533787250519, 0.00273712957277894, -0.038872793316841125, -0.0861424058675766, 0.050089213997125626, 0.10222022980451584, 0.055857881903648376, -0.0019656377844512463, -0.051116470247507095, 0.005430353805422783, 0.03929217904806137, -0.0994497612118721, -0.015585225075483322, -0.0049472469836473465, 0.11349614709615707, -0.13518409430980682, 0.055920928716659546, 0.03462716192007065, 0.04819921776652336, -0.05093851685523987, 0.01478923112154007, -0.01623593084514141, -0.008584833703935146, -0.06721964478492737, 0.09031377732753754, -0.07363404333591461, 0.08274389803409576, -0.014620830304920673, 0.1586618721485138, -0.06135081499814987, 0.028872033581137657, 0.044682711362838745, 0.12392774969339371, -0.00356872845441103, 0.02736569382250309, -0.05836252495646477, 0.026446720585227013, 0.014981205575168133, 0.0745161697268486, 0.08018617331981659, -0.07200535386800766, 0.10307842493057251, 0.03195900097489357, 0.06972941011190414, -0.04093291983008385, 0.051086269319057465, -0.24518784880638123, -0.16770362854003906, 0.047072503715753555, -0.04555439203977585, 0.024620981886982918, -0.14172807335853577, -0.04029984027147293, -0.0460495799779892, 0.064368337392807, -0.11511386930942535, -0.07179906219244003, -0.095606230199337, -0.08838195353746414, 0.09982456266880035, -0.02633139118552208, -0.046399395912885666, 0.027312560006976128, 0.06774739921092987, -0.07775332033634186, -0.011219313368201256, -0.02250407449901104, -0.12306180596351624, -0.118719182908535, -0.10161946713924408, 0.08546683937311172, 0.08106200397014618, 0.042775776237249374, -0.01763153448700905, 0.012748096138238907, 0.022794848307967186, -0.10126486420631409, 0.07450174540281296, 0.21832861006259918, 0.027922404929995537, 0.13355325162410736, -0.18728335201740265, -0.09435976296663284, -0.05725114047527313, -0.06886656582355499, 0.00133940065279603, 0.21033242344856262, -0.01093674823641777, 0.10112506151199341, 0.14151985943317413, -0.12254299968481064, -0.09973333775997162, -0.013248700648546219, 0.003083952935412526, -0.008304718881845474, 0.03575233742594719, -0.24378491938114166, 0.11074230074882507, 0.10301041603088379, 0.018160533159971237, -0.051881399005651474, -0.11741863191127777, -0.12580318748950958, -0.022906240075826645, 0.008897319436073303, 0.09707082062959671, 0.007184056099504232, -0.004173796158283949, -0.024796241894364357, 0.0067038885317742825, 0.014858052134513855, -0.14656837284564972, 0.0651741549372673, 0.012622766196727753, 0.03781512752175331, -0.0030108769424259663, -0.03526622802019119, 0.17523255944252014, 0.05984465032815933, 0.09323695302009583, 0.038944900035858154, 0.04764333367347717, 0.03254557028412819, -0.06414631009101868, 0.12985727190971375, 0.015933247283101082, -0.045780014246702194, -0.14312894642353058, -0.07948169857263565, 0.012626342475414276, -0.01733497530221939, 0.015697510913014412, -0.03780200704932213, -0.04846518486738205, 0.08271592855453491, 0.053771864622831345, -0.02057282254099846, -0.1061825305223465, -0.04394521936774254, -0.0006242336821742356, -0.038146696984767914, 0.18674208223819733, -0.08304385840892792, -0.08147229254245758, -0.028448045253753662, -0.03690943494439125, 0.047641873359680176, -0.04401363432407379, 0.02555539272725582, 0.05363108217716217, -0.03527279570698738, 0.173239067196846, 0.022633180022239685, -0.19362913072109222, 0.026378829032182693, 0.07971411943435669, 0.006565735675394535, -0.12768281996250153, 0.0359305702149868, 0.10004255920648575, -0.034596171230077744, 0.04441455379128456, 0.14099185168743134, -0.037156835198402405, 0.01730823703110218, -0.11222710460424423, 0.0677669569849968, -0.028800997883081436, 0.22349117696285248, -0.0045931958593428135, 0.0255630761384964, -0.0023247431963682175, 0.11469582468271255, 0.014617811888456345, -0.13330236077308655, 0.02057032845914364, -0.05105534568428993, -0.10215482115745544, -0.03156101703643799, -0.09947094321250916, 0.27581650018692017, 0.04344596713781357, -0.17852750420570374, -0.018010778352618217, -0.06845679879188538, 0.034126315265893936, 0.11023074388504028, 0.01889929175376892, 0.058544743806123734, -0.0643102303147316, 0.012270803563296795, -0.019915474578738213, 0.08282636106014252, 0.07945431768894196, 0.030364448204636574, -0.02079802192747593, 0.08320546895265579, 0.07652580738067627, 0.00865100882947445, -0.007579150144010782, -0.020298652350902557, -0.027422377839684486, -0.056914184242486954, -0.16602323949337006, 0.009183591231703758, -0.024444008246064186, -0.027240294963121414, 0.10031621903181076, 0.06659038364887238, -0.022365547716617584, 0.06177802383899689, -0.01437163446098566, -0.026029901579022408, 0.0000645584223093465, 0.12160532921552658, -0.028630400076508522, -0.021532665938138962, 0.09148240089416504, -0.11162687838077545, 0.05549418181180954, -0.028634995222091675, 0.01377183012664318, -0.016764523461461067, 0.018910834565758705, 0.060239966958761215, -0.03985907509922981, 0.06067223101854324, -0.01248081959784031, -0.18236143887043, -0.004146757069975138, -0.010719112120568752, -0.049746423959732056, 0.04474085941910744, 0.06698569655418396, -0.04795457795262337, 0.10051781684160233, 0.0165073424577713, -0.10793375223875046, -0.0863768681883812, -0.06139368563890457, -0.004576010163873434, 0.004132930655032396, 0.09279171377420425, -0.051225967705249786, -0.01207918580621481, -0.10073477029800415, -0.023212609812617302, 0.04212630167603493, 0.10775347054004669, 0.08216504752635956, 0.0051260278560221195, 0.044610586017370224, -0.02078881673514843, 0.26666688919067383, -0.10630820691585541, -0.10787704586982727, 0.030203789472579956, -0.007495745085179806, -0.08869627863168716, -0.016241295263171196, -0.08635928481817245, -0.04959758371114731, 0.0051449500024318695, -0.15320226550102234, -0.05098968744277954, -0.013556437566876411, -0.0774264708161354, 0.11294034123420715, 0.10966872423887253, 0.0984882041811943, 0.004102170467376709, -0.03070560097694397, -0.04523216560482979, -0.056666452437639236, 0.005843811668455601, 0.08751486986875534, -0.010446294210851192, 0.009840216487646103, 0.016517940908670425, 0.08810573816299438, -0.08939317613840103, 0.11281227320432663, -0.02562849223613739, -0.02881978638470173, -0.004785193596035242, -0.04639757052063942, -0.006745109334588051, -0.06650996953248978, -0.018782945349812508, -0.10319427400827408, -0.03649641573429108, 0.07599840313196182, 0.025757765397429466, 0.030897557735443115, 0.12614606320858002, -0.24928714334964752, -0.047390542924404144, 0.03297518938779831, -0.034384679049253464, 0.04425995796918869, 0.09476976096630096, 0.04816799983382225, 0.028773263096809387, -0.005121211521327496, 0.031178217381238937, 0.07213349640369415, 0.05379648879170418, -0.029287995770573616, 0.004059867467731237, -0.022193122655153275, 0.03165395185351372, -0.0973004698753357, -0.03699235990643501, 0.0849025696516037, 0.09066054224967957, -0.08056963235139847, 0.01553341280668974, 0.1479516625404358, -0.029874779284000397, -0.12615738809108734, -0.20297375321388245, 0.10688571631908417, 0.03547568619251251, 0.03218205273151398, 0.02346242032945156, -0.08881611377000809, 0.019148195162415504, 0.1015726774930954, 0.05935432016849518, 0.0018738924991339445, -0.050787027925252914, 0.0041329022496938705, -0.014163135550916195, 0.03574322536587715, 0.061378974467515945, -0.01959465816617012, 0.20680762827396393, 0.00349715375341475, 0.13015297055244446, -0.1382160633802414, -0.00002002420114877168, -0.07993386685848236, 0.06136278808116913, 0.0024350134190171957, 0.01948367804288864, -0.021820301190018654, 0.10291221737861633, 0.10228589922189713, -0.22552910447120667, 0.03308882936835289, 0.04793050140142441, -0.03823709115386009, 0.04169050604104996, 0.11755002290010452, -0.04653457924723625, 0.07662361860275269, -0.005195186473429203, -0.0334223210811615, 0.10899194329977036, 0.033964913338422775, -0.07015980780124664, 0.014796394854784012, 0.07716678082942963, 0.014518956653773785, 0.1353180706501007, -0.013145087286829948, 0.14882048964500427, 0.07659529894590378, -0.04414476081728935, -0.02566436678171158, 0.20408567786216736, -0.02899899333715439, 0.00954517349600792, 0.07802984118461609, 0.09644228219985962, 0.05523448809981346, 0.07672320306301117, 0.061643484979867935, -0.02092139795422554, 0.028182536363601685, 0.0731363520026207, -0.09000855684280396, -0.06004393845796585, 0.09717018902301788, -0.09294683486223221, 0.1147545650601387, 0.04870356619358063, -0.0034297818783670664, 0.016779189929366112, -0.03125150874257088, 0.04626554250717163, 0.056010156869888306, 0.09834128618240356, -0.04889931529760361, -0.1392901986837387, 0.04628514125943184, -0.1164102777838707, 0.04838625341653824, -0.22345708310604095, -0.10042471438646317, 0.025607898831367493, 0.02737378515303135, 0.03881703317165375, 0.04309259355068207, 0.09968920052051544, 0.03428003937005997, -0.07383511960506439, -0.1588975191116333, 0.017906317487359047, 0.06431305408477783, -0.0027128837537020445, -0.05185236036777496 ]

[ "transformers", "safetensors", "camembert", "fill-mask", "arxiv:1910.09700", "autotrain_compatible", "endpoints_compatible", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ "TAGS\n#transformers #safetensors #camembert #fill-mask #arxiv-1910.09700 #autotrain_compatible #endpoints_compatible #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ 48, 6, 3, 82, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4 ]

[ "passage: TAGS\n#transformers #safetensors #camembert #fill-mask #arxiv-1910.09700 #autotrain_compatible #endpoints_compatible #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact" ]

[ -0.07371913641691208, 0.15016672015190125, -0.0038328575901687145, 0.021959224715828896, 0.11421514302492142, 0.01104127150028944, 0.07501126080751419, 0.10840724408626556, -0.01738830842077732, 0.12608130276203156, 0.04254257678985596, 0.09817446768283844, 0.1138492301106453, 0.199096217751503, 0.0008185468032024801, -0.20414641499519348, 0.06494008004665375, -0.11679922789335251, 0.013512792997062206, 0.12357870489358902, 0.14277078211307526, -0.10818105190992355, 0.06827287375926971, -0.03530823811888695, -0.023129651322960854, -0.03467816859483719, -0.06037485599517822, -0.057233963161706924, 0.0652119442820549, 0.05637726932764053, 0.07027599215507507, 0.021783530712127686, 0.07911419868469238, -0.2862502336502075, 0.020211070775985718, 0.07808363437652588, 0.003033190034329891, 0.06061071529984474, 0.07327340543270111, -0.07740600407123566, 0.10405948758125305, -0.058714453130960464, 0.15687522292137146, 0.07615838944911957, -0.09984909743070602, -0.18920426070690155, -0.08388586342334747, 0.0944560244679451, 0.16961683332920074, 0.05770792067050934, -0.037779927253723145, 0.14441505074501038, -0.07788044959306717, 0.01635688915848732, 0.06620251387357712, -0.07188857346773148, -0.05398255214095116, 0.05330328270792961, 0.07410529255867004, 0.08480940014123917, -0.13030220568180084, -0.006425938103348017, 0.041556499898433685, 0.018644291907548904, 0.11218167841434479, 0.024553505703806877, 0.1331346035003662, 0.027172230184078217, -0.1446155458688736, -0.06490302830934525, 0.11010438948869705, 0.03676534444093704, -0.060171596705913544, -0.24540463089942932, -0.006397032644599676, -0.034024205058813095, -0.02931126020848751, -0.04043516144156456, 0.038742128759622574, -0.02976202964782715, 0.08796697109937668, 0.004780875518918037, -0.0694337710738182, -0.0539354644715786, 0.08643266558647156, 0.06526253372430801, 0.02730497345328331, -0.023766931146383286, 0.019028067588806152, 0.11778896301984787, 0.09524030983448029, -0.11508234590291977, -0.06472436338663101, -0.06429606676101685, -0.09421957284212112, -0.046126365661621094, 0.03410613536834717, 0.06407878547906876, 0.04772079735994339, 0.20187009871006012, 0.010245309211313725, 0.04911359027028084, 0.03179587423801422, 0.018154004588723183, 0.06545849144458771, 0.06809286773204803, -0.05246766656637192, -0.12502087652683258, -0.03880379721522331, 0.11529652029275894, 0.005272938869893551, -0.034458499401807785, -0.03499239310622215, 0.06193375214934349, 0.04468022659420967, 0.12100028246641159, 0.07017656415700912, 0.018671272322535515, -0.07616458088159561, -0.0456383191049099, 0.17992514371871948, -0.15802793204784393, 0.021564429625868797, 0.015028289519250393, -0.05151410773396492, -0.035399794578552246, 0.018893880769610405, 0.008805080316960812, -0.027893956750631332, 0.09908682852983475, -0.06648943573236465, -0.042881403118371964, -0.10964479297399521, -0.05655944347381592, 0.03227860853075981, -0.025404054671525955, -0.030388256534934044, -0.04134857654571533, -0.12968648970127106, -0.07233735918998718, 0.07253419607877731, -0.06468013674020767, -0.06364650279283524, -0.034243132919073105, -0.06116553023457527, 0.015976591035723686, 0.001876375055871904, 0.13074848055839539, -0.03097095526754856, 0.04830831661820412, -0.051102057099342346, 0.07315338402986526, 0.13389816880226135, 0.03265800699591637, -0.06522523611783981, 0.0667540580034256, -0.2157580554485321, 0.10513640940189362, -0.09177391976118088, 0.025229651480913162, -0.1617206633090973, -0.023555533960461617, 0.02337227389216423, 0.03702010586857796, -0.014575046487152576, 0.14183253049850464, -0.17782239615917206, -0.037419240921735764, 0.19155152142047882, -0.1289752572774887, -0.09149885177612305, 0.06570210307836533, -0.06176960468292236, 0.13090457022190094, 0.05110245943069458, -0.024868300184607506, 0.05143950879573822, -0.14239759743213654, -0.020357230678200722, -0.06019468232989311, -0.014655063860118389, 0.1511567384004593, 0.06672269850969315, -0.05394526571035385, 0.026362063363194466, 0.018959322944283485, -0.022142108529806137, -0.04549313336610794, -0.035079773515462875, -0.09853461384773254, 0.0056659625843167305, -0.07887473702430725, 0.027319423854351044, -0.02569001540541649, -0.09047041833400726, -0.04260211065411568, -0.16159464418888092, -0.0030133621767163277, 0.09794466942548752, 0.004464977886527777, -0.029699385166168213, -0.10171101987361908, 0.006227563600987196, 0.012603274546563625, -0.009534215554594994, -0.15087886154651642, -0.055134519934654236, 0.023140477016568184, -0.1731116622686386, 0.027628501877188683, -0.04883555322885513, 0.036076854914426804, 0.04321683943271637, -0.0464976541697979, -0.02788419835269451, 0.013179686851799488, 0.018177764490246773, -0.020932741463184357, -0.25023549795150757, -0.016578499227762222, -0.050916917622089386, 0.18402138352394104, -0.2457282841205597, 0.04974381625652313, 0.06207958236336708, 0.11928238719701767, 0.005071321502327919, -0.04598625376820564, 0.038152433931827545, -0.05267506465315819, -0.038376711308956146, -0.06653018295764923, -0.003498279955238104, -0.03353290632367134, -0.049216046929359436, 0.04259004816412926, -0.18427212536334991, -0.028931014239788055, 0.11642012745141983, 0.07213902473449707, -0.17119362950325012, -0.0672503337264061, -0.03523210808634758, -0.05936194211244583, -0.08785484731197357, -0.055018261075019836, 0.09137790650129318, 0.04488954693078995, 0.05281013995409012, -0.06955815106630325, -0.05582066997885704, 0.018636789172887802, -0.011962179094552994, -0.032943833619356155, 0.08403272181749344, 0.0782623440027237, -0.1201024055480957, 0.10603377223014832, 0.07190712541341782, 0.0666121393442154, 0.10566576570272446, 0.00849581602960825, -0.09741519391536713, -0.015489505603909492, 0.027061212807893753, 0.015399227850139141, 0.15160807967185974, -0.07470542937517166, 0.03403806313872337, 0.04539733752608299, -0.02878260798752308, 0.010284570045769215, -0.10222785919904709, 0.018191754817962646, 0.03279995173215866, -0.010358961299061775, 0.011486727744340897, -0.04990274831652641, 0.01569819450378418, 0.10489126294851303, 0.035020604729652405, 0.0300652626901865, 0.018987147137522697, -0.041449807584285736, -0.12725664675235748, 0.177490234375, -0.09366269409656525, -0.25720953941345215, -0.13012859225273132, -0.007910270243883133, 0.044674649834632874, -0.012968363240361214, 0.01963118650019169, -0.056077007204294205, -0.10966496169567108, -0.10300976783037186, 0.027240756899118423, 0.05546927452087402, -0.08336570858955383, -0.06409040093421936, 0.04906666651368141, 0.04101676493883133, -0.1223200336098671, 0.018897203728556633, 0.044678498059511185, -0.06908224523067474, 0.01094250287860632, 0.05612223967909813, 0.08538828790187836, 0.18244652450084686, 0.009074121713638306, -0.015549948439002037, 0.009165075607597828, 0.21726678311824799, -0.15085577964782715, 0.09314005821943283, 0.1427789032459259, -0.06266073137521744, 0.08362581580877304, 0.2021656185388565, 0.029309332370758057, -0.09724124521017075, 0.038436971604824066, 0.03606608882546425, -0.03997630253434181, -0.24201864004135132, -0.07739612460136414, -0.0008780949865467846, -0.06965447962284088, 0.10162385553121567, 0.08712173253297806, 0.11680830270051956, 0.05148936063051224, -0.11143417656421661, -0.06938411295413971, 0.0482625775039196, 0.12080063670873642, -0.031788170337677, 0.0013731889193877578, 0.09863253682851791, -0.02819245494902134, 0.021711504086852074, 0.09146450459957123, 0.01600269228219986, 0.18734489381313324, 0.04614405706524849, 0.13374663889408112, 0.09305742383003235, 0.06553691625595093, 0.019125180318951607, 0.020628999918699265, 0.023993849754333496, 0.0272738765925169, -0.02170303277671337, -0.08313114196062088, -0.007017331663519144, 0.14035393297672272, 0.035235244780778885, 0.037257660180330276, 0.0019501916831359267, -0.04574238508939743, 0.07132025063037872, 0.17276623845100403, 0.017445886507630348, -0.23019763827323914, -0.06521078944206238, 0.07371465116739273, -0.06897614896297455, -0.1169905811548233, -0.0173257514834404, 0.02386533096432686, -0.1834314912557602, 0.045889999717473984, -0.02516929619014263, 0.10181453824043274, -0.10305027663707733, -0.02251409739255905, 0.03795233741402626, 0.06367214769124985, -0.034207336604595184, 0.07622484862804413, -0.20384810864925385, 0.14992335438728333, 0.007868208922445774, 0.0655534490942955, -0.10755813866853714, 0.08234389871358871, 0.02186938375234604, -0.000078731776739005, 0.16976791620254517, -0.005332923959940672, -0.07166474312543869, -0.08968684077262878, -0.08007729798555374, -0.015301639214158058, 0.09766006469726562, -0.11606097221374512, 0.09088002890348434, -0.005532135721296072, -0.033772390335798264, -0.001003169920295477, -0.11506054550409317, -0.13568595051765442, -0.1810564249753952, 0.050793085247278214, -0.12042605131864548, 0.03483053296804428, -0.110326386988163, -0.06079995632171631, -0.039059121161699295, 0.19374844431877136, -0.19769349694252014, -0.08100385963916779, -0.15129372477531433, -0.06937769800424576, 0.11475351452827454, -0.04169437661767006, 0.08333124965429306, 0.00575080793350935, 0.20940551161766052, -0.005428771022707224, -0.00006152192509034649, 0.09395886957645416, -0.09701906889677048, -0.20549637079238892, -0.09645431488752365, 0.1337248831987381, 0.12921380996704102, 0.045738961547613144, -0.0006359491380862892, 0.025451062247157097, -0.004552708938717842, -0.1098034530878067, 0.04068325087428093, 0.14948917925357819, 0.10009516030550003, 0.04517345502972603, -0.022168826311826706, -0.14335748553276062, -0.10383975505828857, -0.053878508508205414, 0.012351157143712044, 0.1937102973461151, -0.07130398601293564, 0.16393013298511505, 0.15254592895507812, -0.06195027753710747, -0.21360230445861816, 0.03530298173427582, 0.030577631667256355, -0.0027425598818808794, 0.04211503639817238, -0.20226545631885529, 0.07177475094795227, 0.012299909256398678, -0.06052505224943161, 0.1329660564661026, -0.17330452799797058, -0.14791011810302734, 0.09466386586427689, 0.07588644325733185, -0.20206265151500702, -0.12915512919425964, -0.09465188533067703, -0.05156787857413292, -0.10244981199502945, 0.08578440546989441, -0.006577404215931892, 0.00796047504991293, 0.03550057113170624, 0.020307740196585655, 0.014843028970062733, -0.053856946527957916, 0.19742366671562195, -0.0028309037443250418, 0.04755605757236481, -0.07560843974351883, -0.07401026040315628, 0.03885151445865631, -0.06642770022153854, 0.08509338647127151, -0.019818376749753952, 0.0031493608839809895, -0.11036774516105652, -0.066634401679039, -0.04840898886322975, 0.03775059059262276, -0.08615048974752426, -0.09698852151632309, -0.052785180509090424, 0.10407061874866486, 0.09429827332496643, -0.03676796704530716, -0.07167164236307144, -0.0930488258600235, 0.061755917966365814, 0.2197171002626419, 0.17922423779964447, 0.07432297617197037, -0.08127956092357635, -0.007698057219386101, -0.023898649960756302, 0.056424181908369064, -0.20845407247543335, 0.04458294063806534, 0.03555328771471977, 0.03221617266535759, 0.13381335139274597, -0.020805353298783302, -0.16324804723262787, -0.04733991622924805, 0.05880686268210411, -0.0678478479385376, -0.16000410914421082, 0.0050316303968429565, 0.08159641921520233, -0.1564016193151474, -0.05528028681874275, 0.028295164927840233, -0.03214212507009506, -0.02573547326028347, 0.0017541897250339389, 0.08101537823677063, 0.02034606598317623, 0.10651972889900208, 0.06467299908399582, 0.11348457634449005, -0.10312975943088531, 0.0721626952290535, 0.08422582596540451, -0.11087015271186829, 0.03811759874224663, 0.05570476874709129, -0.06352023035287857, -0.03376225009560585, 0.02857513539493084, 0.08655036240816116, 0.034245528280735016, -0.07327460497617722, 0.0009771488839760423, -0.11352569609880447, 0.06755116581916809, 0.1397746354341507, 0.037518635392189026, 0.006101919338107109, 0.0450783297419548, 0.03180363029241562, -0.09886960685253143, 0.11541297286748886, 0.04517350345849991, 0.034903425723314285, -0.05006372928619385, -0.0023413829039782286, 0.04492645338177681, -0.012664028443396091, -0.018137352541089058, -0.03934599831700325, -0.06449457257986069, -0.007642639800906181, -0.15736740827560425, 0.025448406115174294, -0.06760244071483612, 0.00670814560726285, 0.014806132763624191, -0.031345803290605545, 0.004022547043859959, 0.011439152993261814, -0.07757596671581268, -0.04447099193930626, -0.002302665961906314, 0.10618019104003906, -0.16193822026252747, 0.005553076509386301, 0.08726800233125687, -0.12766145169734955, 0.07833597809076309, 0.0009211061405949295, -0.008060677908360958, 0.019680539146065712, -0.13721711933612823, 0.060838859528303146, -0.00897155050188303, 0.007872733287513256, 0.026538081467151642, -0.21100404858589172, 0.002521090442314744, -0.049982182681560516, -0.06133849546313286, -0.0025593596510589123, -0.038511838763952255, -0.11365798115730286, 0.10289128124713898, 0.019270801916718483, -0.08019789308309555, -0.017085609957575798, 0.04939700663089752, 0.10854220390319824, -0.051504261791706085, 0.14170297980308533, -0.019941674545407295, 0.06102161481976509, -0.18276308476924896, -0.016857357695698738, -0.019154565408825874, 0.018956458196043968, -0.030912168323993683, -0.00755320256575942, 0.05403618514537811, -0.02111445739865303, 0.22888365387916565, -0.022312728688120842, 0.021317902952432632, 0.06538864225149155, 0.001540902303531766, -0.011879486963152885, 0.0934894010424614, 0.04819492623209953, 0.01572871394455433, 0.019354134798049927, 0.016223670914769173, -0.044685494154691696, -0.009909945540130138, -0.12684708833694458, 0.08657418191432953, 0.1663091480731964, 0.09711839258670807, -0.0032635980751365423, 0.04937102645635605, -0.11183884739875793, -0.0907219871878624, 0.09691082686185837, -0.03293531388044357, -0.00868645403534174, -0.04863553121685982, 0.13773348927497864, 0.15863844752311707, -0.18532606959342957, 0.07007761299610138, -0.06718835979700089, -0.056737493723630905, -0.1084170863032341, -0.17889203131198883, -0.0613018274307251, -0.03356925770640373, -0.007798245642334223, -0.055792298167943954, 0.0640881136059761, 0.11015819013118744, 0.01509533915668726, 0.006389363668859005, 0.0909981057047844, -0.03807319328188896, 0.008552610874176025, 0.043729886412620544, 0.05398762971162796, 0.014643821865320206, -0.06274322420358658, 0.006796086672693491, 0.005115681793540716, 0.038099709898233414, 0.05580848827958107, 0.030108658596873283, -0.015502022579312325, 0.012847079895436764, -0.019972529262304306, -0.10291805118322372, 0.03934168070554733, -0.027247389778494835, -0.04759282246232033, 0.14979983866214752, 0.021485881879925728, -0.001124731614254415, -0.023320944979786873, 0.22557686269283295, -0.06558782607316971, -0.07872041314840317, -0.14238019287586212, 0.13879473507404327, -0.04238482937216759, 0.05087779834866524, 0.04888312891125679, -0.10371565818786621, 0.034762755036354065, 0.14829161763191223, 0.14918026328086853, -0.030515480786561966, 0.011137944646179676, 0.01326063647866249, 0.0031382672023028135, -0.02608977071940899, 0.0531524196267128, 0.04641692712903023, 0.12000146508216858, -0.06667191535234451, 0.09562870860099792, -0.008612480014562607, -0.09277759492397308, -0.022383572533726692, 0.13433672487735748, 0.0041870372369885445, 0.02557336911559105, -0.08038719743490219, 0.12375041842460632, -0.061774857342243195, -0.25456687808036804, 0.0664278045296669, -0.06466920673847198, -0.15146252512931824, -0.01940576545894146, 0.01946347765624523, 0.00014033516345079988, 0.026333073154091835, 0.059298913925886154, -0.061054691672325134, 0.15236622095108032, 0.03699715808033943, -0.0695895180106163, -0.07827477157115936, 0.07940807193517685, -0.07792537659406662, 0.3044506311416626, 0.0072919647209346294, 0.055240001529455185, 0.09688185155391693, -0.03667605668306351, -0.13230539858341217, 0.03721073642373085, 0.08846048265695572, -0.04729968681931496, 0.06561979651451111, 0.20971114933490753, -0.011837940663099289, 0.10654570162296295, 0.07382412999868393, -0.08525184541940689, 0.05251358076930046, -0.09512167423963547, -0.09520350396633148, -0.08843419700860977, 0.09512295573949814, -0.06087517365813255, 0.14968523383140564, 0.13144882023334503, -0.04547085613012314, 0.004147613886743784, -0.023350544273853302, 0.053780317306518555, -0.0006241541123017669, 0.11119713634252548, 0.024692893028259277, -0.19301405549049377, 0.03286419063806534, -0.005306687671691179, 0.0987875759601593, -0.2564460039138794, -0.08652844280004501, 0.039186857640743256, -0.010480973869562149, -0.053097501397132874, 0.12077769637107849, 0.055750805884599686, 0.049317218363285065, -0.05613971874117851, -0.05211269110441208, -0.005156795959919691, 0.16217851638793945, -0.10507626086473465, -0.002282210160046816 ]

[ "transformers", "pytorch", "llama", "text-generation", "conversational", "license:other", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "region:us" ]

[]

[]

[ "### Code", "### NLP\n\n\n!NLP Performance Radar\n\n\n \n\nRequirements\n------------\n\n\n* python>=3.8\n* pytorch>=2.0.0\n* transformers>=4.33.2\n* Sentencepiece\n* CUDA 11.4\n\n\nInference String Format\n-----------------------\n\n\nThe inference string is a concatenated string formed by combining conversation data(system, human and bot contents) in the training data format. It is used as input during the inference process.\nHere are examples of prompts used to request the model:\n\n\nMulti-Round with System Prompt:\n\n\nSingle-Round without System Prompt:\n\n\nIn this format, the system section is optional and the conversation can be either single-turn or multi-turn. When applying inference, you always make your input string end with \"<s>bot\" to ask the model generating answers.\n\n\nFor example, the format used to infer HumanEval is like the following:\n\n\nSpecifically, we also add the Programming Language Tag (e.g. \"\" for Python) used by CodeGeex models.\n\n\nQuickstart\n----------\n\n\n\n模型简介\n----\n\n\nCodeFuse-DeepSeek-33B 是一个通过QLoRA对基座模型DeepSeek-Coder-33B进行多代码任务微调而得到的代码大模型。\n \n\n\n\n新闻\n--\n\n\n2024-01-12 CodeFuse-DeepSeek-33B模型发布，模型在HumanEval pass@1指标为78.65% (贪婪解码)。\n\n\n2023-11-10 开源了CodeFuse-CodeGeeX2-6B模型，在HumanEval pass@1(greedy decoding)上可以达到48.12%, 比CodeGeeX2提高了9.22%的代码能力（HumanEval）\n\n\n2023-10-20 公布了CodeFuse-QWen-14B技术文档，感兴趣详见微信公众号CodeFuse文章：URL\n\n\n2023-10-16开源了CodeFuse-QWen-14B模型，在HumanEval pass@1(greedy decoding)上可以达到48.78%, 比Qwen-14b提高了16%的代码能力（HumanEval）\n\n\n2023-09-27开源了CodeFuse-StarCoder-15B模型，在HumanEval pass@1(greedy decoding)上可以达到54.9%, 比StarCoder提高了21%的代码能力（HumanEval）\n\n\n2023-09-26 CodeFuse-CodeLlama-34B 4bits量化版本发布，量化后模型在HumanEval pass@1指标为73.8% (贪婪解码)。\n\n\n2023-09-11 CodeFuse-CodeLlama-34B发布，HumanEval pass@1指标达到74.4% (贪婪解码), 为当前开源SOTA。\n\n\n \n\n代码社区\n----\n\n\n大本营： URL （请支持我们的项目Star + Fork + Watch）\n\n\n* 如果您想自己微调该模型，可以访问 MFTCoder\n* 如果您想观看该模型示例，可以访问 CodeFuse Demo\n\n\n \n\n评测表现\n----", "### 代码", "### NLP\n\n\n!NLP Performance Radar\n\n\nRequirements\n------------\n\n\n* python>=3.8\n* pytorch>=2.0.0\n* transformers>=4.33.2\n* Sentencepiece\n* CUDA 11.4\n\n\n推理数据格式\n------\n\n\n推理数据为模型在训练数据格式下拼接的字符串形式，它也是推理时输入prompt拼接的方式. 下面分别是带系统提示的多轮会话格式和不带系统提示的单轮会话格式：\n\n\n带System提示的多轮会话格式:\n\n\n不带System提示的单轮会话格式:\n\n\n在这个格式中，System提示是可选的（按需设定），支持单轮会话也支持多轮会话。推理时，请确保拼接的prompt字符串以\"<s>bot\\n\"结尾，引导模型生成回答。\n\n\n例如，推理HumanEval数据时使用的格式如下所示：\n\n\n特别地，我们也使用了CodeGeeX系列模型采用的编程语言区分标签（例如，对于Python语言，我们会使用\"\"）。\n\n\n快速使用\n----" ]

[ "TAGS\n#transformers #pytorch #llama #text-generation #conversational #license-other #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n", "### Code", "### NLP\n\n\n!NLP Performance Radar\n\n\n \n\nRequirements\n------------\n\n\n* python>=3.8\n* pytorch>=2.0.0\n* transformers>=4.33.2\n* Sentencepiece\n* CUDA 11.4\n\n\nInference String Format\n-----------------------\n\n\nThe inference string is a concatenated string formed by combining conversation data(system, human and bot contents) in the training data format. It is used as input during the inference process.\nHere are examples of prompts used to request the model:\n\n\nMulti-Round with System Prompt:\n\n\nSingle-Round without System Prompt:\n\n\nIn this format, the system section is optional and the conversation can be either single-turn or multi-turn. When applying inference, you always make your input string end with \"<s>bot\" to ask the model generating answers.\n\n\nFor example, the format used to infer HumanEval is like the following:\n\n\nSpecifically, we also add the Programming Language Tag (e.g. \"\" for Python) used by CodeGeex models.\n\n\nQuickstart\n----------\n\n\n\n模型简介\n----\n\n\nCodeFuse-DeepSeek-33B 是一个通过QLoRA对基座模型DeepSeek-Coder-33B进行多代码任务微调而得到的代码大模型。\n \n\n\n\n新闻\n--\n\n\n2024-01-12 CodeFuse-DeepSeek-33B模型发布，模型在HumanEval pass@1指标为78.65% (贪婪解码)。\n\n\n2023-11-10 开源了CodeFuse-CodeGeeX2-6B模型，在HumanEval pass@1(greedy decoding)上可以达到48.12%, 比CodeGeeX2提高了9.22%的代码能力（HumanEval）\n\n\n2023-10-20 公布了CodeFuse-QWen-14B技术文档，感兴趣详见微信公众号CodeFuse文章：URL\n\n\n2023-10-16开源了CodeFuse-QWen-14B模型，在HumanEval pass@1(greedy decoding)上可以达到48.78%, 比Qwen-14b提高了16%的代码能力（HumanEval）\n\n\n2023-09-27开源了CodeFuse-StarCoder-15B模型，在HumanEval pass@1(greedy decoding)上可以达到54.9%, 比StarCoder提高了21%的代码能力（HumanEval）\n\n\n2023-09-26 CodeFuse-CodeLlama-34B 4bits量化版本发布，量化后模型在HumanEval pass@1指标为73.8% (贪婪解码)。\n\n\n2023-09-11 CodeFuse-CodeLlama-34B发布，HumanEval pass@1指标达到74.4% (贪婪解码), 为当前开源SOTA。\n\n\n \n\n代码社区\n----\n\n\n大本营： URL （请支持我们的项目Star + Fork + Watch）\n\n\n* 如果您想自己微调该模型，可以访问 MFTCoder\n* 如果您想观看该模型示例，可以访问 CodeFuse Demo\n\n\n \n\n评测表现\n----", "### 代码", "### NLP\n\n\n!NLP Performance Radar\n\n\nRequirements\n------------\n\n\n* python>=3.8\n* pytorch>=2.0.0\n* transformers>=4.33.2\n* Sentencepiece\n* CUDA 11.4\n\n\n推理数据格式\n------\n\n\n推理数据为模型在训练数据格式下拼接的字符串形式，它也是推理时输入prompt拼接的方式. 下面分别是带系统提示的多轮会话格式和不带系统提示的单轮会话格式：\n\n\n带System提示的多轮会话格式:\n\n\n不带System提示的单轮会话格式:\n\n\n在这个格式中，System提示是可选的（按需设定），支持单轮会话也支持多轮会话。推理时，请确保拼接的prompt字符串以\"<s>bot\\n\"结尾，引导模型生成回答。\n\n\n例如，推理HumanEval数据时使用的格式如下所示：\n\n\n特别地，我们也使用了CodeGeeX系列模型采用的编程语言区分标签（例如，对于Python语言，我们会使用\"\"）。\n\n\n快速使用\n----" ]

[ 55, 3, 656, 4, 244 ]

[ "passage: TAGS\n#transformers #pytorch #llama #text-generation #conversational #license-other #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n### Code" ]

[ -0.014716224744915962, 0.09479115903377533, -0.006024946924299002, 0.028066543862223625, 0.15181437134742737, 0.008880098350346088, 0.1448098123073578, 0.13056795299053192, -0.0027545017655938864, -0.027661440894007683, 0.11222843825817108, 0.25773561000823975, 0.003814495401456952, 0.022758936509490013, -0.09409741312265396, -0.20558738708496094, 0.022839395329356194, 0.045865222811698914, 0.08595702797174454, 0.0906195417046547, 0.08960901200771332, -0.05579639598727226, 0.08679971843957901, -0.02234443463385105, -0.09692413359880447, 0.042372602969408035, 0.037857845425605774, -0.11800608783960342, 0.11502733826637268, 0.05496708303689957, 0.0842704176902771, 0.03508802503347397, -0.027493132278323174, -0.20681439340114594, 0.017329776659607887, -0.014660377986729145, -0.07969305664300919, 0.033843185752630234, 0.04502531886100769, -0.05974075198173523, 0.09942198544740677, 0.10127915441989899, -0.006936277262866497, 0.07416248321533203, -0.13730356097221375, -0.025087080895900726, -0.03512338548898697, 0.007096898276358843, 0.0931519865989685, 0.10127768665552139, 0.011360389180481434, 0.12352612614631653, -0.0740976333618164, 0.09553436934947968, 0.0807577446103096, -0.36990731954574585, 0.025530492886900902, 0.15080218017101288, 0.0649719163775444, 0.04469820111989975, -0.061469633132219315, 0.05773407593369484, 0.05697779357433319, 0.00041488726856186986, 0.0057633500546216965, -0.08905757963657379, -0.11136815696954727, 0.06814217567443848, -0.0714704617857933, -0.07805308699607849, 0.1985936015844345, -0.05951046198606491, 0.043585024774074554, -0.032115284353494644, -0.07108251750469208, -0.07358687371015549, -0.026646848767995834, 0.0506332665681839, -0.027178224176168442, 0.11063794046640396, 0.048688795417547226, -0.04324180632829666, -0.144440159201622, -0.02185235731303692, -0.17594169080257416, 0.10247395187616348, 0.026413625106215477, 0.04038837179541588, -0.198526993393898, 0.07536870986223221, 0.05882270261645317, -0.10441382229328156, -0.012929718941450119, -0.045409709215164185, 0.0803125724196434, 0.009744949638843536, -0.05631628632545471, -0.011562955565750599, 0.12088078260421753, 0.14907152950763702, 0.016806699335575104, 0.009602857753634453, -0.07588924467563629, 0.09485074132680893, -0.009598609991371632, 0.06419490277767181, 0.042381320148706436, -0.004709464963525534, 0.05514775589108467, -0.11822621524333954, 0.05335945263504982, -0.05707096308469772, -0.19737593829631805, -0.01261440571397543, -0.0061161392368376255, 0.13819481432437897, -0.0010702203726395965, 0.08941183984279633, -0.04764709621667862, 0.01694078929722309, 0.07054802030324936, -0.09693251550197601, 0.007235904689878225, 0.02258058451116085, 0.04019502177834511, 0.03297526761889458, 0.010823136195540428, 0.02004430629312992, -0.11135298758745193, 0.033773023635149, -0.07211226224899292, -0.011761275120079517, -0.06451694667339325, -0.043201278895139694, 0.04848627746105194, -0.07240911573171616, 0.013389448635280132, -0.13504253327846527, -0.16265754401683807, 0.016840381547808647, 0.006249729543924332, -0.0186756681650877, -0.043961286544799805, -0.050662994384765625, -0.046320684254169464, 0.014624637551605701, -0.07291344553232193, -0.05008341372013092, -0.07795699685811996, 0.10227950662374496, -0.02868100441992283, 0.04603936895728111, -0.15477602183818817, 0.07050671428442001, -0.11860441416501999, -0.005583525635302067, -0.013957299292087555, 0.041822098195552826, -0.029583653435111046, 0.09227102249860764, -0.000805335643235594, -0.006997889839112759, -0.028377624228596687, 0.06125180795788765, -0.0361526682972908, 0.18918435275554657, -0.1440107226371765, -0.07843828201293945, 0.23297472298145294, -0.08111386001110077, -0.17147280275821686, 0.07877665013074875, -0.00564511027187109, 0.03930824249982834, 0.07262928783893585, 0.20300354063510895, 0.03377463296055794, -0.08516329526901245, 0.07864326238632202, 0.12478803843259811, -0.0667872205376625, -0.15714265406131744, 0.027166549116373062, -0.055829498916864395, -0.06043929606676102, 0.06079784035682678, 0.057687126100063324, 0.04079199582338333, -0.018100788816809654, -0.07650356739759445, -0.038516171276569366, -0.009311852976679802, -0.005464407615363598, 0.0066190119832754135, 0.06086193025112152, -0.05710221827030182, 0.000679491029586643, 0.01728496327996254, 0.01062643900513649, -0.019885433837771416, 0.03330477327108383, -0.0887884795665741, 0.08514732122421265, 0.04047030955553055, 0.028807366266846657, -0.1393473595380783, -0.032127734273672104, -0.016432534903287888, 0.09875119477510452, 0.024743616580963135, 0.07963584363460541, 0.02027064934372902, -0.009885936044156551, 0.009870662353932858, 0.015591723844408989, 0.15907759964466095, 0.0047269780188798904, -0.05804547294974327, -0.07341016083955765, 0.04020007699728012, -0.04703819006681442, 0.04026389122009277, -0.07542353123426437, 0.02233351767063141, 0.03775416687130928, 0.08768070489168167, -0.028906870633363724, 0.05348202958703041, -0.017350969836115837, 0.03775010630488396, -0.10081803053617477, 0.02937227115035057, 0.10366753488779068, 0.019248811528086662, -0.07471467554569244, 0.19543549418449402, -0.18117211759090424, 0.19516035914421082, 0.1891903430223465, -0.24236315488815308, 0.031935662031173706, -0.08360524475574493, -0.01815204508602619, 0.014953016303479671, 0.04682271555066109, -0.03423098102211952, 0.12208002060651779, -0.001412046723999083, 0.20396167039871216, -0.05984296277165413, -0.03884221613407135, -0.02015049383044243, -0.06679671257734299, -0.01759226992726326, 0.07706693559885025, 0.19517502188682556, -0.11010116338729858, 0.19608451426029205, 0.2189774066209793, 0.015792755410075188, 0.19199298322200775, -0.054939061403274536, -0.004357376601547003, 0.03167875483632088, 0.028401697054505348, -0.01418951153755188, -0.06140752136707306, -0.18493737280368805, -0.019041938707232475, 0.06826569885015488, -0.0023531513288617134, 0.08774177730083466, -0.15707510709762573, -0.07085301727056503, -0.010514793917536736, -0.04396972432732582, -0.00659945560619235, 0.07330530136823654, 0.04646284505724907, 0.11031211912631989, -0.05091498792171478, -0.08766470104455948, 0.11120960861444473, -0.013429693877696991, -0.09415291249752045, 0.18497833609580994, -0.1332586705684662, -0.27275487780570984, -0.20447927713394165, -0.13930317759513855, -0.04643048718571663, 0.033662665635347366, 0.1219082623720169, -0.05102665349841118, -0.02889748476445675, -0.03898587450385094, -0.006368701346218586, -0.06655491143465042, -0.024714473634958267, -0.0765710324048996, 0.06438997387886047, -0.09106584638357162, -0.1383177787065506, -0.07214749604463577, 0.006529000587761402, -0.07582353800535202, 0.10377801209688187, -0.08046982437372208, 0.07191146910190582, 0.20016522705554962, 0.020197657868266106, 0.04306711629033089, -0.054286595433950424, 0.16032281517982483, -0.04209532216191292, -0.025745278224349022, 0.20814594626426697, -0.03262554481625557, 0.07754285633563995, 0.1739788055419922, 0.03437434509396553, -0.10355934500694275, 0.009044291451573372, -0.030331378802657127, -0.08080603927373886, -0.24519161880016327, -0.12930545210838318, -0.13781137764453888, 0.07894985377788544, -0.00041843278449960053, 0.07920405268669128, 0.16113579273223877, 0.0328388512134552, -0.02165657840669155, -0.005958153400570154, 0.012939782813191414, 0.09454730898141861, 0.3071444630622864, -0.022831056267023087, 0.11695606261491776, -0.09134162962436676, -0.12437211722135544, 0.06748352944850922, 0.09974125027656555, 0.10235818475484848, 0.10730358213186264, 0.1417284607887268, 0.05745657905936241, 0.109458789229393, 0.11554564535617828, 0.06917354464530945, 0.026059571653604507, -0.0128870764747262, -0.01884598471224308, -0.047701891511678696, -0.04383677989244461, 0.03938468173146248, 0.005943661089986563, -0.1534896343946457, -0.029103565961122513, -0.10540119558572769, 0.02645592950284481, 0.10071668773889542, 0.046375785022974014, -0.17990241944789886, 0.04254411906003952, 0.09094327688217163, -0.017302745953202248, -0.08499917387962341, 0.11556100845336914, -0.007226492278277874, -0.09324675798416138, 0.06977047026157379, -0.027823256328701973, 0.12268751859664917, -0.05119137465953827, 0.09478563070297241, -0.08867528289556503, -0.09158127754926682, 0.05152679979801178, 0.13223636150360107, -0.31480610370635986, 0.22191748023033142, 0.011616157367825508, -0.02657749131321907, -0.1046130433678627, 0.008676744066178799, -0.00433374335989356, 0.12937606871128082, 0.11491965502500534, -0.023752916604280472, -0.026824727654457092, -0.09706518799066544, 0.008150935173034668, 0.016133712604641914, 0.10971342027187347, -0.025976231321692467, 0.004288826137781143, -0.05973823741078377, -0.006186197977513075, -0.018386470153927803, -0.016754567623138428, 0.009484238922595978, -0.2033403366804123, 0.05927295237779617, 0.09894398599863052, 0.052468638867139816, 0.002678699791431427, -0.001347336103208363, -0.11091993749141693, 0.19082419574260712, -0.13211286067962646, -0.07250300794839859, -0.1004791110754013, -0.1364165097475052, 0.04199579358100891, -0.06874111294746399, 0.058928657323122025, -0.08536459505558014, 0.016893498599529266, -0.08652383834123611, -0.19034679234027863, 0.0910826176404953, -0.07607907801866531, -0.01698780618607998, -0.03560171648859978, 0.1921405792236328, -0.12265437841415405, 0.0052637141197919846, 0.05341840907931328, 0.02771051414310932, -0.08786550909280777, -0.11217855662107468, -0.009433303959667683, -0.001406422583386302, 0.05954356491565704, -0.03252324089407921, -0.1224108338356018, -0.037268780171871185, -0.010329218581318855, -0.05917952209711075, 0.2999487817287445, 0.2187468707561493, -0.05861378833651543, 0.17655757069587708, 0.15678617358207703, -0.134957417845726, -0.33168351650238037, -0.16531243920326233, -0.15095514059066772, -0.04792968928813934, 0.025104276835918427, -0.17139863967895508, 0.04378907009959221, 0.011162204667925835, -0.03908165544271469, 0.10531377792358398, -0.27087315917015076, -0.09717028588056564, 0.16245946288108826, 0.007576015777885914, 0.29650700092315674, -0.16203148663043976, -0.1252691000699997, -0.05245879292488098, -0.19824475049972534, 0.15850113332271576, -0.008757795207202435, 0.12341219931840897, -0.010899278335273266, 0.10099710524082184, 0.03181251510977745, -0.040751487016677856, 0.08509304374456406, 0.0015605260850861669, 0.03247866407036781, -0.1160479336977005, -0.08039996027946472, 0.07399601489305496, 0.01868111453950405, 0.05791741982102394, -0.1531979739665985, 0.023286426439881325, -0.1256178468465805, -0.03750099241733551, -0.06108058989048004, 0.07890970259904861, -0.0025055331643670797, -0.0723038986325264, -0.02844776026904583, -0.05895956978201866, -0.0021860708948224783, -0.008119367994368076, 0.25430750846862793, -0.05905209109187126, 0.16006916761398315, 0.21369293332099915, 0.14833040535449982, -0.12198811769485474, 0.026736101135611534, -0.06996004283428192, -0.07760636508464813, 0.0628414899110794, -0.09501086175441742, 0.037265364080667496, 0.11413941532373428, -0.01953834481537342, 0.08998626470565796, 0.08204205334186554, 0.004428850021213293, -0.0010541359661146998, 0.13432194292545319, -0.20328626036643982, -0.0975344106554985, -0.038580723106861115, 0.03928987309336662, 0.08047710359096527, 0.08452307432889938, 0.15235967934131622, 0.00037002129829488695, -0.009327090345323086, 0.001474428572691977, 0.019680287688970566, -0.04031401127576828, 0.03535119816660881, 0.03397469222545624, 0.0208174679428339, -0.1492328941822052, 0.07379671186208725, 0.030046412721276283, -0.10849732905626297, 0.027652248740196228, 0.14637531340122223, -0.11027547717094421, -0.13618651032447815, -0.04862895607948303, 0.1483180820941925, -0.1847430169582367, -0.048848189413547516, -0.07734422385692596, -0.13340948522090912, 0.06313521414995193, 0.1632358878850937, 0.06480717658996582, 0.11497774720191956, -0.04224463552236557, -0.05750863999128342, -0.01704270951449871, 0.018459530547261238, -0.0789419636130333, 0.00978124514222145, -0.07044193893671036, 0.07344971597194672, -0.015744337812066078, 0.10109684616327286, -0.0676000639796257, -0.07341236621141434, -0.14598681032657623, 0.0490090548992157, -0.13814009726047516, -0.040481384843587875, -0.0829804316163063, -0.024161774665117264, 0.020245717838406563, -0.0107099749147892, -0.06890948116779327, -0.031066907569766045, -0.1309657096862793, 0.0038432476576417685, -0.04645400121808052, 0.08538859337568283, -0.11963433772325516, -0.009406006895005703, 0.06501420587301254, -0.017338646575808525, 0.09781237691640854, 0.051812633872032166, -0.08799107372760773, 0.09450780600309372, -0.17748022079467773, -0.059971172362565994, 0.11138448119163513, 0.04347001388669014, 0.04667762666940689, 0.09432704746723175, 0.011066826991736889, 0.11815443634986877, 0.006419398356229067, 0.0395522303879261, 0.0115228071808815, -0.15092717111110687, -0.0022371248342096806, -0.0069303312338888645, -0.1574215292930603, -0.024384891614317894, -0.056433115154504776, 0.08092036843299866, -0.013386795297265053, 0.1664617657661438, -0.04257618263363838, 0.07705137878656387, -0.06484120339155197, 0.006446958519518375, -0.0054891398176550865, -0.13779881596565247, -0.1164204478263855, -0.11977269500494003, -0.002518631285056472, 0.0011405585100874305, 0.2514675557613373, 0.05467285215854645, -0.041474517434835434, 0.04481711611151695, 0.07786549627780914, 0.06403175741434097, 0.017865223810076714, 0.252556711435318, 0.09304007887840271, -0.029461238533258438, -0.10261604934930801, 0.03601466864347458, -0.012583564035594463, 0.004545318428426981, 0.10284079611301422, 0.060755420476198196, -0.013510146178305149, 0.0849129930138588, 0.07747051864862442, 0.004884149879217148, -0.0874275267124176, -0.13647274672985077, 0.005355523899197578, 0.07830627262592316, -0.05056929215788841, 0.12896236777305603, 0.1772010624408722, -0.05586778745055199, 0.055333711206912994, -0.03259924799203873, -0.038317516446113586, -0.18611907958984375, -0.16189345717430115, -0.0678890123963356, -0.09218407422304153, 0.03022364340722561, -0.0730174109339714, 0.09238692373037338, 0.07723776996135712, 0.04475007578730583, -0.06895385682582855, 0.049559760838747025, 0.018916714936494827, -0.08149933069944382, 0.015497888438403606, -0.03277002274990082, 0.0776696726679802, -0.08763428032398224, -0.0015654037706553936, -0.06456174701452255, -0.05498988553881645, -0.019865509122610092, 0.07166989147663116, 0.008925316855311394, 0.030427947640419006, -0.15969885885715485, -0.07509320974349976, -0.019053271040320396, 0.05036920681595802, 0.006823450326919556, 0.18021629750728607, 0.01384647749364376, -0.01835900917649269, 0.06530740112066269, 0.16194935142993927, -0.0721328929066658, -0.12150059640407562, -0.020176894962787628, 0.2454943209886551, 0.06488897651433945, 0.11302047967910767, -0.018696097657084465, 0.005879201460629702, -0.06359369307756424, 0.36017295718193054, 0.28953471779823303, -0.05755159258842468, 0.02411792427301407, 0.0058403718285262585, 0.044558871537446976, 0.09882339835166931, 0.16070808470249176, 0.08601278066635132, 0.3100587725639343, -0.07103677839040756, -0.027514256536960602, -0.051591143012046814, -0.00938641931861639, -0.1530408412218094, 0.1255580484867096, -0.015984632074832916, -0.08935748785734177, -0.002289040479809046, 0.08944105356931686, -0.209994375705719, 0.10023496299982071, -0.05447563901543617, -0.17133371531963348, -0.02982838824391365, -0.00810319185256958, 0.16420282423496246, 0.00524667464196682, 0.052508339285850525, -0.01989777944982052, -0.05965555086731911, 0.07350297272205353, 0.0032468021381646395, -0.2395874708890915, -0.004351929761469364, 0.045689452439546585, -0.08290106058120728, 0.019568951800465584, -0.011235476471483707, 0.08967099338769913, 0.08514802157878876, 0.07531918585300446, -0.025645490735769272, 0.1292107254266739, 0.04758137837052345, -0.03856822848320007, 0.04328180477023125, -0.06906381994485855, 0.006956453435122967, -0.04149477183818817, 0.027194958180189133, -0.05563168227672577, 0.075407475233078, -0.013891380280256271, -0.04898293316364288, -0.03882455453276634, 0.013285758905112743, -0.06947959214448929, 0.05467653274536133, 0.03800047188997269, -0.01249175239354372, -0.03014686331152916, -0.04558296501636505, -0.010045044124126434, 0.006432196591049433, -0.19045120477676392, -0.07966047525405884, -0.10804365575313568, -0.07226384431123734, 0.10115943849086761, 0.01591714285314083, -0.20092904567718506, 0.011988738551735878, -0.07256118953227997, 0.05508629232645035, -0.207462877035141, 0.06193775311112404, 0.1502080112695694, 0.007425861898809671, -0.002701717196032405, -0.11042651534080505, 0.04479391500353813, 0.040122419595718384, -0.09328794479370117, -0.08583210408687592 ]

[ "transformers", "safetensors", "mistral", "text-generation", "finetuned", "quantized", "4-bit", "AWQ", "pytorch", "conversational", "arxiv:2310.06825", "license:apache-2.0", "autotrain_compatible", "text-generation-inference", "region:us", "base_model:mistralai/Mistral-7B-Instruct-v0.2" ]

[ "2310.06825" ]

[]

[ "# Description\nMaziyarPanahi/Mistral-7B-Instruct-v0.2-AWQ is a quantized (AWQ) version of mistralai/Mistral-7B-Instruct-v0.2", "## How to use", "### Install the necessary packages", "### Example Python code\n\n\n\n\nResults:" ]

[ "TAGS\n#transformers #safetensors #mistral #text-generation #finetuned #quantized #4-bit #AWQ #pytorch #conversational #arxiv-2310.06825 #license-apache-2.0 #autotrain_compatible #text-generation-inference #region-us #base_model-mistralai/Mistral-7B-Instruct-v0.2 \n", "# Description\nMaziyarPanahi/Mistral-7B-Instruct-v0.2-AWQ is a quantized (AWQ) version of mistralai/Mistral-7B-Instruct-v0.2", "## How to use", "### Install the necessary packages", "### Example Python code\n\n\n\n\nResults:" ]

[ 96, 44, 4, 7, 8 ]

[ "passage: TAGS\n#transformers #safetensors #mistral #text-generation #finetuned #quantized #4-bit #AWQ #pytorch #conversational #arxiv-2310.06825 #license-apache-2.0 #autotrain_compatible #text-generation-inference #region-us #base_model-mistralai/Mistral-7B-Instruct-v0.2 \n# Description\nMaziyarPanahi/Mistral-7B-Instruct-v0.2-AWQ is a quantized (AWQ) version of mistralai/Mistral-7B-Instruct-v0.2## How to use### Install the necessary packages### Example Python code\n\n\n\n\nResults:" ]

[ -0.114808589220047, 0.10221894830465317, -0.0032413951121270657, 0.03704283386468887, 0.11902129650115967, 0.005027316976338625, 0.07388836145401001, 0.0887506827712059, 0.01050435658544302, 0.01597907580435276, 0.1106022372841835, 0.1365712434053421, 0.05330785736441612, 0.10574167966842651, -0.06074073165655136, -0.1411558836698532, 0.03253955766558647, -0.016595879569649696, 0.020399058237671852, 0.1365283876657486, 0.11943919211626053, -0.03750509396195412, 0.06486336141824722, -0.004196892026811838, -0.06592278182506561, -0.028118398040533066, -0.024290749803185463, -0.10335893929004669, 0.0878729298710823, 0.028594184666872025, 0.08657041192054749, 0.020268986001610756, 0.06473399698734283, -0.1730644553899765, 0.008778383955359459, -0.005304282996803522, -0.0013952042208984494, 0.07576238363981247, 0.07474042475223541, 0.026399075984954834, -0.03545043244957924, -0.0474507100880146, 0.017351258546113968, 0.08842091262340546, -0.04630551487207413, -0.10342815518379211, -0.09290076792240143, 0.1160113736987114, 0.12829874455928802, 0.11758662015199661, -0.0030262735672295094, 0.17651979625225067, 0.03743647038936615, 0.08346766978502274, 0.14953702688217163, -0.30201008915901184, -0.042678628116846085, 0.04961627349257469, 0.04513274133205414, 0.12299150228500366, -0.02813437581062317, -0.013959542848169804, 0.06332020461559296, 0.040027569979429245, -0.0017484985291957855, -0.06941039860248566, 0.00250342208892107, -0.02858186885714531, -0.15378494560718536, -0.02285105362534523, 0.2595697343349457, -0.0006650361465290189, -0.10029732435941696, 0.008192523382604122, -0.05990114435553551, -0.00913748238235712, -0.03047971986234188, -0.003583471989259124, -0.019728370010852814, 0.02878294698894024, 0.0222269706428051, -0.009656675159931183, -0.12319137156009674, -0.02658987045288086, -0.034640781581401825, 0.11038587987422943, 0.011463304981589317, 0.027295229956507683, -0.06675278395414352, 0.06200041621923447, -0.11669138073921204, -0.08324933797121048, -0.035793691873550415, -0.045631442219018936, 0.06698156893253326, 0.009263166226446629, -0.01770569197833538, -0.03410477936267853, 0.08496326208114624, 0.16419333219528198, -0.08582014590501785, 0.08617015928030014, 0.03430422022938728, 0.053573355078697205, -0.05443045124411583, 0.11270514875650406, -0.017302483320236206, -0.043625619262456894, 0.0879322737455368, 0.10685375332832336, 0.09853728860616684, -0.00021511470549739897, -0.0907142385840416, -0.04070767015218735, 0.08556976169347763, 0.08946938812732697, 0.052751168608665466, 0.03004639595746994, -0.06080443039536476, -0.028936676681041718, 0.12347886711359024, -0.12491679191589355, -0.020448075607419014, 0.020404713228344917, -0.014274838380515575, -0.06249106302857399, 0.10704205185174942, 0.016581257805228233, -0.05742844194173813, -0.0001422949426341802, -0.037718988955020905, -0.013988172635436058, -0.03298918530344963, -0.08765900135040283, 0.009866969659924507, 0.04496217519044876, -0.002163928933441639, -0.17632229626178741, -0.17849360406398773, 0.028684306889772415, 0.03787945210933685, 0.006076321937143803, -0.02488838881254196, 0.007240794133394957, -0.018625961616635323, 0.011976237408816814, -0.03118162415921688, 0.005619067698717117, -0.046146292239427567, 0.0897895023226738, 0.07619170099496841, 0.009325751103460789, -0.1037018895149231, 0.024342458695173264, -0.08728212863206863, 0.06038213521242142, 0.04405931010842323, 0.03805459663271904, -0.06718137115240097, 0.06435108929872513, -0.15004156529903412, -0.06320466846227646, 0.06554313004016876, -0.020173454657197, 0.08164514601230621, 0.13420607149600983, -0.15644864737987518, -0.0036517526023089886, 0.10221521556377411, -0.13210804760456085, -0.18034380674362183, 0.1492404043674469, 0.04887847602367401, 0.10053602606058121, 0.04117823764681816, 0.09026513993740082, 0.10655228793621063, -0.0997571274638176, -0.007448841817677021, 0.07544412463903427, 0.04956628009676933, -0.0023818090558052063, 0.09783457219600677, 0.01882333494722843, -0.14981995522975922, 0.0491463765501976, -0.11618892103433609, 0.03585875406861305, -0.006171440705657005, -0.11020589619874954, -0.062227554619312286, -0.0865844190120697, 0.06711924821138382, -0.0237633865326643, -0.0084141930565238, -0.06666164100170135, -0.07072101533412933, -0.031111564487218857, 0.14353212714195251, -0.006584799382835627, -0.011161460541188717, -0.09033819288015366, 0.0919816792011261, -0.03489721193909645, 0.011759774759411812, -0.11863761395215988, 0.05541825667023659, 0.0035649898927658796, 0.008322453126311302, 0.016633955761790276, -0.10205739736557007, 0.059549443423748016, 0.06867507100105286, -0.005780622363090515, -0.0713353231549263, 0.025048429146409035, 0.018317747861146927, -0.07575701177120209, -0.06720207631587982, 0.0009242453379556537, -0.0497758649289608, 0.2170206755399704, -0.15413571894168854, 0.06828959286212921, -0.01631155237555504, -0.016597338020801544, -0.03406980633735657, 0.023248640820384026, 0.04498033598065376, 0.023906268179416656, -0.0324174165725708, -0.019372517243027687, 0.07828828692436218, 0.027083849534392357, -0.14666493237018585, -0.009048179723322392, -0.16420398652553558, 0.05259952321648598, 0.11661752313375473, -0.016224753111600876, -0.014149468392133713, -0.04052754119038582, -0.01867830380797386, -0.0413391999900341, 0.023752832785248756, -0.05825508385896683, 0.04870494827628136, 0.02288622036576271, 0.12211079895496368, -0.04952222853899002, 0.025398410856723785, 0.005062631797045469, -0.10011842846870422, -0.06322736293077469, 0.08992861211299896, -0.03848027065396309, -0.2009013444185257, 0.10285886377096176, 0.2896677553653717, -0.11819200217723846, 0.05045241490006447, -0.026940984651446342, -0.005294805858284235, -0.011529510840773582, 0.10269971191883087, 0.0467071607708931, 0.010570220649242401, -0.05418749898672104, 0.037599753588438034, 0.05517204478383064, -0.04496108368039131, 0.019075972959399223, -0.14514794945716858, -0.00778165552765131, 0.010879768058657646, -0.01778096705675125, -0.09153994172811508, -0.02288125269114971, -0.05587930977344513, 0.04432886466383934, 0.005877431947737932, -0.04005710408091545, 0.0479571707546711, 0.01471722312271595, -0.1337137371301651, 0.17895999550819397, -0.1950264871120453, -0.22496624290943146, -0.16108885407447815, -0.06322825700044632, -0.036168694496154785, -0.028000393882393837, 0.09717509895563126, -0.10028643906116486, -0.062313731759786606, -0.05900368094444275, -0.0370568186044693, -0.06581524014472961, -0.03539387509226799, 0.038698725402355194, 0.001997930696234107, 0.06174681335687637, -0.14257855713367462, 0.0052808974869549274, 0.04293926805257797, -0.10963205993175507, 0.12067969888448715, -0.08620648831129074, 0.07480437308549881, 0.11820393800735474, -0.008012136444449425, -0.011232517659664154, -0.01545410230755806, 0.27639704942703247, -0.016782093793153763, 0.027731336653232574, 0.1795145571231842, -0.043415430933237076, 0.07754632830619812, 0.13991059362888336, 0.039258360862731934, -0.04656926915049553, 0.02746209129691124, -0.08600691705942154, -0.00937427394092083, -0.2319827377796173, -0.06723956018686295, -0.03587508946657181, 0.07601377367973328, 0.06067032739520073, 0.051554758101701736, 0.004291565157473087, 0.12726236879825592, -0.0637340098619461, 0.014634320512413979, 0.060450270771980286, 0.11161148548126221, 0.0964040607213974, 0.03131721541285515, 0.09139376878738403, -0.050110939890146255, 0.03345683589577675, 0.08172750473022461, 0.07322593033313751, 0.13999319076538086, 0.03468076512217522, 0.1742447018623352, 0.043819647282361984, 0.18167966604232788, 0.06663595139980316, 0.09449366480112076, -0.02778702601790428, 0.018325727432966232, -0.02273491956293583, -0.09696699678897858, -0.09619251638650894, 0.06140514835715294, -0.08916114270687103, 0.06387130171060562, 0.005146125331521034, 0.03680530562996864, 0.037232574075460434, 0.1515098661184311, -0.004224034026265144, -0.22376972436904907, -0.12874925136566162, 0.05742006376385689, 0.037919919937849045, -0.0480305440723896, 0.02259722724556923, 0.006284758448600769, -0.051901545375585556, 0.08530332148075104, -0.09018544107675552, 0.12629209458827972, 0.049588870257139206, 0.01488522533327341, -0.05667579174041748, 0.0870036855340004, 0.014726039953529835, 0.10617388039827347, -0.30473899841308594, 0.15271349251270294, 0.06394977867603302, 0.056698933243751526, -0.017810774967074394, 0.045921146869659424, 0.05134535953402519, 0.164593905210495, 0.08064445853233337, 0.00794960930943489, 0.02300693467259407, -0.15298889577388763, -0.034027598798274994, 0.03546794131398201, 0.04432709887623787, 0.06111046299338341, 0.04226696118712425, -0.04282279312610626, 0.004220899660140276, 0.012411307543516159, 0.02080690488219261, -0.19435711205005646, -0.12323009967803955, 0.06576555222272873, 0.0492439903318882, 0.03341082111001015, -0.08113065361976624, -0.04786089062690735, -0.07091817259788513, 0.10763343423604965, -0.18461312353610992, -0.09336837381124496, -0.06902220845222473, -0.045106660574674606, 0.07698351889848709, -0.09894072264432907, 0.04093408212065697, -0.06688573956489563, 0.021998226642608643, -0.05045229569077492, -0.08451550453901291, 0.05097927898168564, -0.14457078278064728, -0.1055203303694725, -0.0029799253679811954, 0.06501972675323486, -0.018658006563782692, 0.02155686914920807, 0.006229741964489222, 0.022730089724063873, -0.09238539636135101, -0.11359729617834091, -0.011698903515934944, 0.09955281019210815, -0.008684111759066582, 0.018679140135645866, -0.09770391136407852, -0.1861809939146042, -0.1019168570637703, -0.08981526643037796, 0.1607881486415863, 0.24726128578186035, -0.044287897646427155, 0.017334677278995514, 0.23018959164619446, -0.03373878076672554, -0.21410760283470154, -0.11246762424707413, 0.039097387343645096, -0.01046417560428381, 0.07887951284646988, -0.11153129488229752, 0.025982020422816277, 0.0932735726237297, -0.049187272787094116, 0.05460599064826965, -0.25179600715637207, -0.08221396058797836, 0.14117063581943512, 0.12055961042642593, 0.05968664959073067, -0.18397873640060425, -0.06649882346391678, -0.06472627818584442, -0.1549152284860611, 0.08262307941913605, -0.10892730206251144, 0.07034564018249512, -0.009040442295372486, 0.11663337051868439, -0.003852503839880228, -0.04534110426902771, 0.17223134636878967, -0.10426084697246552, -0.022470757365226746, -0.055825721472501755, 0.007329306565225124, 0.07051943987607956, -0.025714315474033356, 0.09427216649055481, -0.14785365760326385, 0.060586657375097275, -0.040836628526449203, 0.011925313621759415, -0.02018086053431034, 0.07228129357099533, -0.060047443956136703, -0.06991519778966904, -0.01273758802562952, -0.010201440192759037, -0.007360405288636684, -0.02483212575316429, 0.09073884785175323, 0.0153144970536232, 0.08787046372890472, 0.2645072042942047, 0.08634976297616959, -0.004662779159843922, -0.036658886820077896, -0.028060229495167732, -0.051391102373600006, 0.07746309787034988, -0.11814835667610168, 0.014886411838233471, 0.056881822645664215, 0.02343663014471531, 0.10979028046131134, 0.0186321921646595, -0.06832868605852127, 0.026536880061030388, 0.04575285315513611, -0.05913938209414482, -0.13837610185146332, -0.029268164187669754, 0.2265479415655136, -0.07500845938920975, 0.04612412676215172, 0.14358198642730713, -0.06560167670249939, -0.047403495758771896, 0.025253914296627045, 0.04015212133526802, -0.06617911159992218, 0.20621947944164276, 0.06835929304361343, 0.0751027911901474, -0.0743752121925354, 0.07038566470146179, 0.06077408045530319, -0.03915249928832054, 0.021175092086195946, 0.11128292232751846, -0.15095414221286774, -0.11848507076501846, -0.018227936699986458, 0.013535859994590282, -0.06774617731571198, -0.09627410769462585, -0.009221629239618778, -0.0590338297188282, -0.02717253379523754, 0.004244265146553516, 0.0631939172744751, -0.04394466057419777, 0.014955652877688408, -0.02949395217001438, -0.02330341376364231, 0.12338559329509735, 0.05797756463289261, 0.06806113570928574, -0.1602151244878769, -0.026886219158768654, 0.023507114499807358, 0.06566840410232544, -0.020042674615979195, -0.037614695727825165, -0.08585059642791748, 0.017722221091389656, -0.22118686139583588, 0.11851876229047775, -0.09711609035730362, 0.02022986300289631, -0.013568056747317314, -0.008771035820245743, -0.006214370485395193, 0.05218731239438057, -0.046997565776109695, -0.042254723608493805, -0.03263793885707855, 0.0316370464861393, -0.08506499230861664, -0.030668752267956734, 0.05863652378320694, -0.04480041190981865, 0.055879391729831696, 0.051491644233465195, -0.07474721968173981, 0.05411214008927345, -0.1599772572517395, -0.012427612207829952, 0.04941311478614807, 0.04228724539279938, 0.007313509937375784, -0.07182976603507996, -0.024007294327020645, 0.016555218026041985, -0.0238804928958416, 0.005454751662909985, 0.3070637285709381, -0.09514400362968445, -0.04823704808950424, -0.034886471927165985, -0.0570041686296463, -0.06843404471874237, 0.02565271407365799, 0.051827967166900635, 0.023598698899149895, 0.2001650035381317, -0.111012764275074, 0.027922626584768295, -0.0962296724319458, -0.011540480889379978, -0.022508246824145317, -0.0844879299402237, -0.15420585870742798, -0.022432852536439896, 0.007964086718857288, -0.06144138053059578, 0.019060203805565834, -0.09900281578302383, 0.029542990028858185, 0.020357761532068253, -0.020389974117279053, 0.027329500764608383, -0.038099441677331924, 0.2584441602230072, 0.05887338146567345, 0.03750987723469734, -0.09979841113090515, 0.015305590815842152, 0.017916491255164146, -0.009374423883855343, -0.026452424004673958, 0.12135247886180878, -0.052043795585632324, 0.06746237725019455, -0.028249619528651237, -0.025605587288737297, -0.08862249553203583, -0.038007814437150955, -0.0072248512879014015, 0.05365036055445671, -0.04035278409719467, 0.12818720936775208, 0.24863702058792114, -0.06316060572862625, 0.008858942426741123, -0.07977806776762009, -0.05676134303212166, -0.10097625106573105, -0.07655568420886993, -0.09868494421243668, -0.09999898076057434, -0.023898132145404816, -0.06344785541296005, -0.025284046307206154, 0.04240742698311806, 0.020539358258247375, 0.007951927371323109, 0.10573158413171768, 0.019973324611783028, -0.08058075606822968, -0.009780250489711761, 0.001598893664777279, -0.024752667173743248, 0.024025747552514076, -0.030329780653119087, 0.06475267559289932, -0.0411018542945385, 0.06585312634706497, 0.04760339483618736, 0.002809959463775158, 0.07114849984645844, -0.06354720145463943, -0.09048005938529968, -0.01984388940036297, 0.07948669046163559, -0.017337646335363388, 0.12209267169237137, -0.010266007855534554, -0.013898301869630814, 0.032563626766204834, 0.18530595302581787, -0.059100598096847534, -0.16635344922542572, -0.07576952129602432, 0.2769956588745117, -0.057378485798835754, 0.013482180424034595, 0.021527845412492752, -0.07222244143486023, 0.028424806892871857, 0.19877758622169495, 0.18979866802692413, -0.03282715007662773, 0.0062740701250731945, -0.030902957543730736, 0.012760238721966743, -0.08024264127016068, 0.1301088035106659, 0.12344508618116379, 0.1350557655096054, -0.0726265236735344, 0.05778449401259422, -0.07952684909105301, -0.02702450193464756, -0.1845708191394806, 0.006020173896104097, -0.031544268131256104, -0.03118756413459778, -0.047531478106975555, 0.09434207528829575, 0.022729897871613503, -0.021071860566735268, -0.10090602189302444, -0.06860331445932388, -0.09387217462062836, -0.04047754779458046, 0.11284206807613373, 0.03132389858365059, 0.027447080239653587, -0.022511780261993408, 0.016855325549840927, 0.06563016027212143, -0.01874508336186409, -0.06687188893556595, -0.04679981991648674, 0.0823974758386612, -0.01600519008934498, 0.1398559957742691, 0.028387054800987244, 0.095281220972538, 0.08452074974775314, 0.03592212498188019, -0.10357404500246048, 0.17159272730350494, 0.06570117920637131, 0.018621353432536125, 0.06049661338329315, 0.0549347884953022, -0.048687152564525604, 0.08514759689569473, 0.028892172500491142, -0.11680564284324646, -0.02461196482181549, 0.05401017516851425, -0.026955466717481613, -0.07515797019004822, 0.06657934188842773, -0.07901699841022491, 0.12307392805814743, 0.061966490000486374, -0.06740257889032364, -0.008572434075176716, -0.08668926358222961, 0.06725049018859863, 0.03485003113746643, 0.0031223257537931204, -0.00620908522978425, -0.1729414165019989, -0.01920161210000515, 0.04484294727444649, 0.05198008939623833, -0.2298131138086319, -0.0335591621696949, -0.09609824419021606, -0.004944625776261091, -0.09494222700595856, 0.07398298382759094, 0.11942281574010849, -0.026324141770601273, -0.021594028919935226, -0.1169402003288269, -0.05917294695973396, 0.0983118861913681, -0.07788646221160889, -0.07588035613298416 ]

[ "transformers", "safetensors", "arxiv:1910.09700", "endpoints_compatible", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ "TAGS\n#transformers #safetensors #arxiv-1910.09700 #endpoints_compatible #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ 31, 6, 3, 82, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4 ]

[ "passage: TAGS\n#transformers #safetensors #arxiv-1910.09700 #endpoints_compatible #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact" ]

[ -0.06646376848220825, 0.2168014943599701, -0.00225935154594481, 0.023818302899599075, 0.1271018385887146, -0.001635765191167593, 0.04218708351254463, 0.13324736058712006, -0.020175931975245476, 0.11144465953111649, 0.046588581055402756, 0.09377603232860565, 0.09928803145885468, 0.18404334783554077, 0.04859916493296623, -0.2059975117444992, 0.007056170143187046, -0.09090408682823181, 0.014076028019189835, 0.1116579994559288, 0.13719257712364197, -0.10291384905576706, 0.08272874355316162, -0.04045208916068077, -0.02019004337489605, 0.00012576708104461432, -0.09259183704853058, -0.07032395154237747, 0.06885425746440887, 0.06264153122901917, 0.051234472543001175, 0.001456156256608665, 0.09140396863222122, -0.2864592671394348, 0.017265573143959045, 0.08406311273574829, 0.0027674848679453135, 0.06290827691555023, 0.07236549258232117, -0.07389893382787704, 0.11328595131635666, -0.08021481335163116, 0.13019037246704102, 0.08625296503305435, -0.062064990401268005, -0.23071379959583282, -0.07525765895843506, 0.0963398814201355, 0.12251301854848862, 0.06215599179267883, -0.022921854630112648, 0.15455181896686554, -0.06248689442873001, 0.012971068732440472, 0.1294165402650833, -0.11526761949062347, -0.05572471022605896, 0.061741601675748825, 0.11775490641593933, 0.10740239918231964, -0.14110268652439117, -0.0017287094378843904, 0.04900608956813812, 0.029121357947587967, 0.08589313924312592, 0.022661056369543076, 0.12003941088914871, 0.04652795568108559, -0.13695219159126282, -0.04037507623434067, 0.12011898308992386, 0.038862764835357666, -0.06446044892072678, -0.2168138176202774, -0.006778308190405369, -0.0601806715130806, -0.014732478186488152, -0.07019448280334473, 0.039128515869379044, -0.02470310963690281, 0.07317749410867691, -0.04465159401297569, -0.1063927412033081, -0.0421026237308979, 0.0892222449183464, 0.07748593389987946, 0.011527054943144321, -0.02519804798066616, 0.04627908393740654, 0.13455867767333984, 0.05402068421244621, -0.10399353504180908, -0.07017925381660461, -0.06942764669656754, -0.09420394152402878, -0.04035796597599983, 0.056760527193546295, 0.031942449510097504, 0.02665667235851288, 0.22703726589679718, 0.016653569415211678, 0.04155244305729866, 0.0224777739495039, 0.01032855175435543, 0.043662428855895996, 0.0955500528216362, -0.05303520709276199, -0.15660029649734497, -0.04072032496333122, 0.09077946096658707, -0.0027527001220732927, -0.036689214408397675, -0.03966725245118141, 0.03849169611930847, 0.06843466311693192, 0.13122352957725525, 0.07552056759595871, -0.017929591238498688, -0.04813180863857269, -0.030096933245658875, 0.23523783683776855, -0.1493375599384308, 0.04426715523004532, -0.02271856553852558, -0.01804111897945404, -0.03908449783921242, 0.03597262129187584, 0.022118929773569107, -0.000004518366949923802, 0.09706240892410278, -0.058981191366910934, -0.05378659814596176, -0.10168042778968811, -0.03272576630115509, 0.04088849574327469, -0.013975566253066063, -0.010589460842311382, -0.09025166928768158, -0.09490354359149933, -0.04766594246029854, 0.05537205561995506, -0.05123869329690933, -0.03770573064684868, 0.009465423412621021, -0.08151785284280777, -0.005444355774670839, -0.005417742300778627, 0.10699385404586792, -0.03222226724028587, 0.04445803165435791, -0.027600755915045738, 0.05225523188710213, 0.09919606149196625, 0.031576547771692276, -0.0773419588804245, 0.0561848059296608, -0.22559374570846558, 0.07503069192171097, -0.11481974273920059, 0.04335082694888115, -0.1704932004213333, -0.042439818382263184, 0.005444696638733149, 0.0139949731528759, 0.013206101022660732, 0.12720820307731628, -0.19255615770816803, -0.01654396951198578, 0.13260798156261444, -0.09212633967399597, -0.118110790848732, 0.07884611934423447, -0.029701577499508858, 0.1624738723039627, 0.04682036489248276, -0.027025915682315826, 0.09224298596382141, -0.16434773802757263, -0.07092688232660294, -0.00949116237461567, -0.01727987825870514, 0.12109188735485077, 0.07512219995260239, -0.05991523340344429, 0.046571120619773865, 0.02832140028476715, -0.038078423589468, -0.04424772411584854, -0.050857074558734894, -0.10884185880422592, -0.01070026308298111, -0.08987759798765182, 0.04065500199794769, -0.01250192429870367, -0.07916021347045898, -0.029885273426771164, -0.18612512946128845, -0.0030564051121473312, 0.10038342326879501, 0.0035033065360039473, -0.005652366206049919, -0.08666291832923889, 0.026358824223279953, -0.03112892620265484, -0.008404186926782131, -0.16764774918556213, -0.04399421438574791, 0.046902090311050415, -0.16094985604286194, 0.020117372274398804, -0.06413903087377548, 0.06334125250577927, 0.03641495108604431, -0.05590536445379257, -0.0248766727745533, -0.01730942726135254, 0.011945613659918308, -0.05083848536014557, -0.18994836509227753, -0.056277405470609665, -0.037882111966609955, 0.149809330701828, -0.25956398248672485, 0.032966937869787216, 0.051140617579221725, 0.14649195969104767, 0.00406361510977149, -0.05115427449345589, 0.01429014839231968, -0.05360214412212372, -0.054652128368616104, -0.06746816635131836, -0.006135428790003061, -0.027576493099331856, -0.05147203803062439, 0.019243421033024788, -0.1755700707435608, -0.021410830318927765, 0.09424154460430145, 0.12876708805561066, -0.1486445665359497, -0.018640631809830666, -0.048725154250860214, -0.06339836865663528, -0.0715010017156601, -0.07038594037294388, 0.10712739825248718, 0.0513901449739933, 0.04796046018600464, -0.07435787469148636, -0.07092321664094925, 0.02726263552904129, 0.006906150374561548, -0.03382374346256256, 0.08727246522903442, 0.05199531093239784, -0.09209315478801727, 0.0756213590502739, 0.1092359870672226, 0.07177663594484329, 0.09363535046577454, 0.01574566215276718, -0.11756632477045059, -0.028492970392107964, 0.036266472190618515, 0.02740776725113392, 0.1465986967086792, -0.05952361226081848, 0.04016614332795143, 0.04494241625070572, -0.04170418903231621, 0.022319864481687546, -0.08787637203931808, 0.024075502529740334, 0.025203049182891846, -0.0034381982404738665, 0.06284574419260025, -0.02525499276816845, -0.0050758360885083675, 0.07016654312610626, 0.047779910266399384, 0.04621000960469246, 0.009655474685132504, -0.01720241829752922, -0.1047825813293457, 0.16950392723083496, -0.0951867327094078, -0.269941508769989, -0.17632324993610382, 0.026197833940386772, 0.04035249724984169, -0.022378476336598396, 0.031619444489479065, -0.07056326419115067, -0.10630585998296738, -0.1060405746102333, -0.002429972169920802, 0.01714223250746727, -0.06364088505506516, -0.0741225928068161, 0.07348573952913284, 0.04382912442088127, -0.14902326464653015, 0.038552410900592804, 0.055694397538900375, -0.057955220341682434, -0.0233661737293005, 0.09118817001581192, 0.12397737801074982, 0.14583967626094818, -0.021366750821471214, -0.028626007959246635, 0.029004426673054695, 0.19620531797409058, -0.13469526171684265, 0.10371150821447372, 0.13814030587673187, -0.04545360431075096, 0.08360563963651657, 0.1560150384902954, 0.029186224564909935, -0.08317049592733383, 0.05044832453131676, 0.04082648828625679, -0.043159641325473785, -0.2666129767894745, -0.0534592866897583, 0.012832709588110447, -0.06255637854337692, 0.09786593168973923, 0.10183793306350708, 0.11542957276105881, 0.034910861402750015, -0.07166364789009094, -0.043925940990448, -0.0058974819257855415, 0.11737963557243347, -0.05490213260054588, -0.012639665976166725, 0.07686592638492584, -0.05086168646812439, 0.005355054512619972, 0.10266812145709991, 0.02973790094256401, 0.17442677915096283, 0.020399179309606552, 0.11231429129838943, 0.06195578724145889, 0.08633565157651901, 0.0007386076031252742, 0.02951662428677082, 0.05147615820169449, 0.017203815281391144, -0.002300140680745244, -0.10421168059110641, -0.006156572140753269, 0.1449710875749588, 0.028103826567530632, 0.029669636860489845, -0.0018948549404740334, -0.005003341939300299, 0.05121048167347908, 0.1746254414319992, -0.011592294089496136, -0.22072425484657288, -0.0845772922039032, 0.06936841458082199, -0.06218599155545235, -0.12968985736370087, -0.026130788028240204, 0.045467354357242584, -0.17519839107990265, 0.026703642681241035, -0.027433741837739944, 0.0919293761253357, -0.09345759451389313, -0.02221956104040146, 0.03687324374914169, 0.084866963326931, -0.014529162086546421, 0.08703910559415817, -0.14498743414878845, 0.11886418610811234, 0.02978132851421833, 0.09024628251791, -0.11081171780824661, 0.07909037172794342, -0.007550720125436783, 0.009180475026369095, 0.19379350543022156, -0.011335089802742004, -0.03514958545565605, -0.08774717897176743, -0.11210042238235474, -0.013537433929741383, 0.12687496840953827, -0.1243172138929367, 0.08773399889469147, -0.015198243781924248, -0.044079482555389404, 0.00937260314822197, -0.12100647389888763, -0.17273177206516266, -0.19628387689590454, 0.05585884302854538, -0.09575839340686798, 0.025643249973654747, -0.11914430558681488, -0.07089093327522278, -0.02952558360993862, 0.241120383143425, -0.1745356321334839, -0.06510113179683685, -0.1468164622783661, -0.046294767409563065, 0.1662203073501587, -0.04437198117375374, 0.0718095526099205, -0.0208172257989645, 0.20345525443553925, 0.005988610442727804, -0.004939318168908358, 0.06724198162555695, -0.08892562240362167, -0.16873881220817566, -0.06771010160446167, 0.1510489284992218, 0.11680185794830322, 0.04907919466495514, -0.002248800592496991, 0.0011772146681323647, -0.016943959519267082, -0.1137804463505745, -0.0033210667315870523, 0.16037839651107788, 0.03878779336810112, 0.025986969470977783, -0.05243593826889992, -0.08797456324100494, -0.06899320334196091, -0.06853509694337845, 0.06221301481127739, 0.19590823352336884, -0.10376439243555069, 0.1700313836336136, 0.147536963224411, -0.07305635511875153, -0.23175598680973053, 0.035342130810022354, 0.04983805492520332, 0.0014306638622656465, 0.04886869341135025, -0.18252557516098022, 0.10521943867206573, 0.019543392583727837, -0.05505957826972008, 0.13485197722911835, -0.1557481735944748, -0.1552847921848297, 0.0722852572798729, 0.03904085233807564, -0.22423844039440155, -0.1354004591703415, -0.09622503817081451, -0.05825018882751465, -0.14065024256706238, 0.06054598465561867, -0.002136280992999673, 0.015948504209518433, 0.03500790148973465, -0.0015643214574083686, 0.027123261243104935, -0.058935679495334625, 0.18609118461608887, -0.004065449349582195, 0.020676052197813988, -0.060264769941568375, -0.0478842556476593, 0.09839435666799545, -0.06130504235625267, 0.12208222597837448, 0.004057085141539574, 0.01594383642077446, -0.10362856835126877, -0.048314861953258514, -0.04328322783112526, 0.05154227837920189, -0.07548051327466965, -0.10070807486772537, -0.043625857681035995, 0.08841723203659058, 0.07005169242620468, -0.03383097052574158, 0.00549331633374095, -0.07189501076936722, 0.10019614547491074, 0.17795267701148987, 0.17573626339435577, 0.009926567785441875, -0.07241068035364151, 0.01677953451871872, -0.04142116755247116, 0.044231921434402466, -0.2513144314289093, 0.03756171092391014, 0.06098250672221184, 0.029438555240631104, 0.09217222779989243, -0.020435843616724014, -0.1820858269929886, -0.04050002992153168, 0.08094815909862518, -0.05452597141265869, -0.22617179155349731, -0.019085140898823738, 0.0954197570681572, -0.2020406424999237, -0.007372708059847355, 0.03995226323604584, -0.048725228756666183, -0.023169852793216705, 0.00010950004070764408, 0.06317184865474701, 0.002471912419423461, 0.09773622453212738, 0.0735151618719101, 0.09715340286493301, -0.08337292820215225, 0.10562895983457565, 0.10150538384914398, -0.09572599828243256, 0.03605884686112404, 0.06754924356937408, -0.05300498008728027, -0.043293699622154236, 0.03665391728281975, 0.033023297786712646, 0.005234600510448217, -0.060321882367134094, 0.013913018628954887, -0.036497246474027634, 0.044923391193151474, 0.08326134830713272, 0.03754979372024536, -0.013354414142668247, 0.06462216377258301, 0.03401726484298706, -0.10898099094629288, 0.10366570204496384, 0.01731540448963642, 0.04105307161808014, -0.08384523540735245, -0.019968897104263306, 0.035425446927547455, 0.030576206743717194, -0.01765924133360386, -0.02306121215224266, -0.02860277332365513, -0.01614218018949032, -0.14299540221691132, -0.023106401786208153, -0.07243485748767853, 0.006181265693157911, 0.014656842686235905, -0.031884219497442245, -0.011233693920075893, 0.02475680410861969, -0.06979699432849884, -0.07426341623067856, -0.006949664559215307, 0.09833318740129471, -0.15115703642368317, 0.008848577737808228, 0.06907843053340912, -0.11088496446609497, 0.08190931379795074, -0.008411259390413761, 0.016245156526565552, 0.022527478635311127, -0.15448406338691711, 0.05601610988378525, 0.0008648968650959432, 0.01916889287531376, 0.025886621326208115, -0.16471809148788452, 0.004104440100491047, -0.04661374166607857, -0.02149827405810356, -0.00004464812809601426, -0.02647159807384014, -0.12325995415449142, 0.06858719140291214, -0.015622655861079693, -0.035931166261434555, -0.02701525390148163, 0.0539589487016201, 0.07888586074113846, -0.027474910020828247, 0.10445091128349304, -0.008690856397151947, 0.04941811040043831, -0.16801609098911285, -0.02470702864229679, -0.04982255399227142, 0.019377702847123146, 0.009884213097393513, -0.007693959400057793, 0.04183054715394974, -0.00976533442735672, 0.21883612871170044, -0.05075952783226967, 0.1607085019350052, 0.05847611650824547, -0.017352959141135216, -0.0007513365126214921, 0.06180921941995621, 0.05997028574347496, 0.04658793285489082, 0.009480604901909828, 0.023740366101264954, -0.022450892254710197, -0.006695089396089315, -0.15932634472846985, 0.01890849508345127, 0.14999441802501678, 0.06301083415746689, 0.024745315313339233, 0.05866100639104843, -0.12775006890296936, -0.12135478109121323, 0.09311001747846603, -0.026755332946777344, 0.00928465835750103, -0.08245618641376495, 0.1358020007610321, 0.14980104565620422, -0.14000412821769714, 0.05256148427724838, -0.06134212389588356, -0.05217423290014267, -0.10388828068971634, -0.12032219022512436, -0.05887215584516525, -0.053666237741708755, 0.002330566756427288, -0.03760887682437897, 0.054546963423490524, 0.03344334661960602, -0.009351172484457493, -0.00022941511997487396, 0.13597318530082703, -0.019751882180571556, -0.0028988157864660025, 0.048313532024621964, 0.03693558648228645, 0.02373051457107067, -0.05275435373187065, 0.02940409444272518, 0.02539868652820587, 0.032232340425252914, 0.06546790152788162, 0.033412106335163116, -0.047448933124542236, 0.03804153576493263, -0.0025254099164158106, -0.11207924783229828, 0.019641218706965446, -0.00460948096588254, -0.0742158442735672, 0.1268945336341858, 0.0407399944961071, 0.010224059224128723, -0.03741471841931343, 0.24361543357372284, -0.06653323769569397, -0.06378097087144852, -0.13251738250255585, 0.10491154342889786, -0.0027236645109951496, 0.06476365029811859, 0.023412218317389488, -0.1284150779247284, 0.005243356805294752, 0.13858191668987274, 0.12181595712900162, 0.0045748427510261536, 0.009228081442415714, 0.0518609918653965, 0.0025186820421367884, -0.06998204439878464, 0.054019294679164886, 0.06992026418447495, 0.12919506430625916, -0.07847554981708527, 0.07680778950452805, 0.0006860480643808842, -0.08370215445756912, -0.02947772853076458, 0.11312682181596756, -0.0409729965031147, 0.03491825982928276, -0.047444481402635574, 0.10916327685117722, -0.05787910893559456, -0.29412412643432617, 0.02350960113108158, -0.09588567912578583, -0.15202060341835022, -0.018367812037467957, 0.05944539234042168, -0.02624768204987049, 0.018029648810625076, 0.06971040368080139, -0.06011629104614258, 0.20098382234573364, 0.0335683599114418, -0.07864278554916382, -0.0664360448718071, 0.04837050288915634, -0.06564252078533173, 0.2949807047843933, 0.008418165147304535, 0.02863333560526371, 0.10770907253026962, -0.03253700211644173, -0.18271861970424652, 0.010723991319537163, 0.1133992001414299, -0.08056149631738663, 0.08200647681951523, 0.19000613689422607, -0.012578671798110008, 0.1209007054567337, 0.05294662341475487, -0.047376248985528946, 0.04217283055186272, -0.03389401361346245, -0.051268599927425385, -0.10752558708190918, 0.058453381061553955, -0.05909625440835953, 0.15447644889354706, 0.10152646154165268, -0.05671518296003342, -0.004550917539745569, -0.05555408447980881, 0.04875178262591362, 0.01804669201374054, 0.12263146042823792, 0.02951994352042675, -0.1865430772304535, 0.032826557755470276, -0.01144319772720337, 0.10186848044395447, -0.25588861107826233, -0.08421015739440918, 0.08833149075508118, -0.011924264021217823, -0.05105875805020332, 0.10560628771781921, 0.057650718837976456, 0.04243382066488266, -0.043439045548439026, -0.10480839014053345, -0.02186836116015911, 0.14663739502429962, -0.1469624787569046, -0.025013303384184837 ]

[ "transformers", "pytorch", "llama", "text-generation", "conversational", "license:other", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "region:us" ]

[]

[]

[ "### Code", "### NLP\n\n\n!NLP Performance Radar\n\n\n \n\nRequirements\n------------\n\n\n* python>=3.8\n* pytorch>=2.0.0\n* transformers>=4.33.2\n* Sentencepiece\n* CUDA 11.4\n\n\nInference String Format\n-----------------------\n\n\nThe inference string is a concatenated string formed by combining conversation data(system, human and bot contents) in the training data format. It is used as input during the inference process.\nHere are examples of prompts used to request the model:\n\n\nMulti-Round with System Prompt:\n\n\nSingle-Round without System Prompt:\n\n\nIn this format, the system section is optional and the conversation can be either single-turn or multi-turn. When applying inference, you always make your input string end with \"<s>bot\" to ask the model generating answers.\n\n\nFor example, the format used to infer HumanEval is like the following:\n\n\nSpecifically, we also add the Programming Language Tag (e.g. \"\" for Python) used by CodeGeex models.\n\n\nQuickstart\n----------\n\n\n\n模型简介\n----\n\n\nCodeFuse-DeepSeek-33B 是一个通过QLoRA对基座模型DeepSeek-Coder-33B进行多代码任务微调而得到的代码大模型。\n \n\n\n\n新闻\n--\n\n\n2024-01-12 CodeFuse-DeepSeek-33B模型发布，模型在HumanEval pass@1指标为78.65% (贪婪解码)。\n\n\n2023-11-10 开源了CodeFuse-CodeGeeX2-6B模型，在HumanEval pass@1(greedy decoding)上可以达到48.12%, 比CodeGeeX2提高了9.22%的代码能力（HumanEval）\n\n\n2023-10-20 公布了CodeFuse-QWen-14B技术文档，感兴趣详见微信公众号CodeFuse文章：URL\n\n\n2023-10-16开源了CodeFuse-QWen-14B模型，在HumanEval pass@1(greedy decoding)上可以达到48.78%, 比Qwen-14b提高了16%的代码能力（HumanEval）\n\n\n2023-09-27开源了CodeFuse-StarCoder-15B模型，在HumanEval pass@1(greedy decoding)上可以达到54.9%, 比StarCoder提高了21%的代码能力（HumanEval）\n\n\n2023-09-26 CodeFuse-CodeLlama-34B 4bits量化版本发布，量化后模型在HumanEval pass@1指标为73.8% (贪婪解码)。\n\n\n2023-09-11 CodeFuse-CodeLlama-34B发布，HumanEval pass@1指标达到74.4% (贪婪解码), 为当前开源SOTA。\n\n\n \n\n代码社区\n----\n\n\n大本营： URL （请支持我们的项目Star + Fork + Watch）\n\n\n* 如果您想自己微调该模型，可以访问 MFTCoder\n* 如果您想观看该模型示例，可以访问 CodeFuse Demo\n\n\n \n\n评测表现\n----", "### 代码", "### NLP\n\n\n!NLP Performance Radar\n\n\nRequirements\n------------\n\n\n* python>=3.8\n* pytorch>=2.0.0\n* transformers>=4.33.2\n* Sentencepiece\n* CUDA 11.4\n\n\n推理数据格式\n------\n\n\n推理数据为模型在训练数据格式下拼接的字符串形式，它也是推理时输入prompt拼接的方式. 下面分别是带系统提示的多轮会话格式和不带系统提示的单轮会话格式：\n\n\n带System提示的多轮会话格式:\n\n\n不带System提示的单轮会话格式:\n\n\n在这个格式中，System提示是可选的（按需设定），支持单轮会话也支持多轮会话。推理时，请确保拼接的prompt字符串以\"<s>bot\\n\"结尾，引导模型生成回答。\n\n\n例如，推理HumanEval数据时使用的格式如下所示：\n\n\n特别地，我们也使用了CodeGeeX系列模型采用的编程语言区分标签（例如，对于Python语言，我们会使用\"\"）。\n\n\n快速使用\n----" ]

[ "TAGS\n#transformers #pytorch #llama #text-generation #conversational #license-other #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n", "### Code", "### NLP\n\n\n!NLP Performance Radar\n\n\n \n\nRequirements\n------------\n\n\n* python>=3.8\n* pytorch>=2.0.0\n* transformers>=4.33.2\n* Sentencepiece\n* CUDA 11.4\n\n\nInference String Format\n-----------------------\n\n\nThe inference string is a concatenated string formed by combining conversation data(system, human and bot contents) in the training data format. It is used as input during the inference process.\nHere are examples of prompts used to request the model:\n\n\nMulti-Round with System Prompt:\n\n\nSingle-Round without System Prompt:\n\n\nIn this format, the system section is optional and the conversation can be either single-turn or multi-turn. When applying inference, you always make your input string end with \"<s>bot\" to ask the model generating answers.\n\n\nFor example, the format used to infer HumanEval is like the following:\n\n\nSpecifically, we also add the Programming Language Tag (e.g. \"\" for Python) used by CodeGeex models.\n\n\nQuickstart\n----------\n\n\n\n模型简介\n----\n\n\nCodeFuse-DeepSeek-33B 是一个通过QLoRA对基座模型DeepSeek-Coder-33B进行多代码任务微调而得到的代码大模型。\n \n\n\n\n新闻\n--\n\n\n2024-01-12 CodeFuse-DeepSeek-33B模型发布，模型在HumanEval pass@1指标为78.65% (贪婪解码)。\n\n\n2023-11-10 开源了CodeFuse-CodeGeeX2-6B模型，在HumanEval pass@1(greedy decoding)上可以达到48.12%, 比CodeGeeX2提高了9.22%的代码能力（HumanEval）\n\n\n2023-10-20 公布了CodeFuse-QWen-14B技术文档，感兴趣详见微信公众号CodeFuse文章：URL\n\n\n2023-10-16开源了CodeFuse-QWen-14B模型，在HumanEval pass@1(greedy decoding)上可以达到48.78%, 比Qwen-14b提高了16%的代码能力（HumanEval）\n\n\n2023-09-27开源了CodeFuse-StarCoder-15B模型，在HumanEval pass@1(greedy decoding)上可以达到54.9%, 比StarCoder提高了21%的代码能力（HumanEval）\n\n\n2023-09-26 CodeFuse-CodeLlama-34B 4bits量化版本发布，量化后模型在HumanEval pass@1指标为73.8% (贪婪解码)。\n\n\n2023-09-11 CodeFuse-CodeLlama-34B发布，HumanEval pass@1指标达到74.4% (贪婪解码), 为当前开源SOTA。\n\n\n \n\n代码社区\n----\n\n\n大本营： URL （请支持我们的项目Star + Fork + Watch）\n\n\n* 如果您想自己微调该模型，可以访问 MFTCoder\n* 如果您想观看该模型示例，可以访问 CodeFuse Demo\n\n\n \n\n评测表现\n----", "### 代码", "### NLP\n\n\n!NLP Performance Radar\n\n\nRequirements\n------------\n\n\n* python>=3.8\n* pytorch>=2.0.0\n* transformers>=4.33.2\n* Sentencepiece\n* CUDA 11.4\n\n\n推理数据格式\n------\n\n\n推理数据为模型在训练数据格式下拼接的字符串形式，它也是推理时输入prompt拼接的方式. 下面分别是带系统提示的多轮会话格式和不带系统提示的单轮会话格式：\n\n\n带System提示的多轮会话格式:\n\n\n不带System提示的单轮会话格式:\n\n\n在这个格式中，System提示是可选的（按需设定），支持单轮会话也支持多轮会话。推理时，请确保拼接的prompt字符串以\"<s>bot\\n\"结尾，引导模型生成回答。\n\n\n例如，推理HumanEval数据时使用的格式如下所示：\n\n\n特别地，我们也使用了CodeGeeX系列模型采用的编程语言区分标签（例如，对于Python语言，我们会使用\"\"）。\n\n\n快速使用\n----" ]

[ 55, 3, 656, 4, 244 ]

[ "passage: TAGS\n#transformers #pytorch #llama #text-generation #conversational #license-other #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n### Code" ]

[ -0.014716224744915962, 0.09479115903377533, -0.006024946924299002, 0.028066543862223625, 0.15181437134742737, 0.008880098350346088, 0.1448098123073578, 0.13056795299053192, -0.0027545017655938864, -0.027661440894007683, 0.11222843825817108, 0.25773561000823975, 0.003814495401456952, 0.022758936509490013, -0.09409741312265396, -0.20558738708496094, 0.022839395329356194, 0.045865222811698914, 0.08595702797174454, 0.0906195417046547, 0.08960901200771332, -0.05579639598727226, 0.08679971843957901, -0.02234443463385105, -0.09692413359880447, 0.042372602969408035, 0.037857845425605774, -0.11800608783960342, 0.11502733826637268, 0.05496708303689957, 0.0842704176902771, 0.03508802503347397, -0.027493132278323174, -0.20681439340114594, 0.017329776659607887, -0.014660377986729145, -0.07969305664300919, 0.033843185752630234, 0.04502531886100769, -0.05974075198173523, 0.09942198544740677, 0.10127915441989899, -0.006936277262866497, 0.07416248321533203, -0.13730356097221375, -0.025087080895900726, -0.03512338548898697, 0.007096898276358843, 0.0931519865989685, 0.10127768665552139, 0.011360389180481434, 0.12352612614631653, -0.0740976333618164, 0.09553436934947968, 0.0807577446103096, -0.36990731954574585, 0.025530492886900902, 0.15080218017101288, 0.0649719163775444, 0.04469820111989975, -0.061469633132219315, 0.05773407593369484, 0.05697779357433319, 0.00041488726856186986, 0.0057633500546216965, -0.08905757963657379, -0.11136815696954727, 0.06814217567443848, -0.0714704617857933, -0.07805308699607849, 0.1985936015844345, -0.05951046198606491, 0.043585024774074554, -0.032115284353494644, -0.07108251750469208, -0.07358687371015549, -0.026646848767995834, 0.0506332665681839, -0.027178224176168442, 0.11063794046640396, 0.048688795417547226, -0.04324180632829666, -0.144440159201622, -0.02185235731303692, -0.17594169080257416, 0.10247395187616348, 0.026413625106215477, 0.04038837179541588, -0.198526993393898, 0.07536870986223221, 0.05882270261645317, -0.10441382229328156, -0.012929718941450119, -0.045409709215164185, 0.0803125724196434, 0.009744949638843536, -0.05631628632545471, -0.011562955565750599, 0.12088078260421753, 0.14907152950763702, 0.016806699335575104, 0.009602857753634453, -0.07588924467563629, 0.09485074132680893, -0.009598609991371632, 0.06419490277767181, 0.042381320148706436, -0.004709464963525534, 0.05514775589108467, -0.11822621524333954, 0.05335945263504982, -0.05707096308469772, -0.19737593829631805, -0.01261440571397543, -0.0061161392368376255, 0.13819481432437897, -0.0010702203726395965, 0.08941183984279633, -0.04764709621667862, 0.01694078929722309, 0.07054802030324936, -0.09693251550197601, 0.007235904689878225, 0.02258058451116085, 0.04019502177834511, 0.03297526761889458, 0.010823136195540428, 0.02004430629312992, -0.11135298758745193, 0.033773023635149, -0.07211226224899292, -0.011761275120079517, -0.06451694667339325, -0.043201278895139694, 0.04848627746105194, -0.07240911573171616, 0.013389448635280132, -0.13504253327846527, -0.16265754401683807, 0.016840381547808647, 0.006249729543924332, -0.0186756681650877, -0.043961286544799805, -0.050662994384765625, -0.046320684254169464, 0.014624637551605701, -0.07291344553232193, -0.05008341372013092, -0.07795699685811996, 0.10227950662374496, -0.02868100441992283, 0.04603936895728111, -0.15477602183818817, 0.07050671428442001, -0.11860441416501999, -0.005583525635302067, -0.013957299292087555, 0.041822098195552826, -0.029583653435111046, 0.09227102249860764, -0.000805335643235594, -0.006997889839112759, -0.028377624228596687, 0.06125180795788765, -0.0361526682972908, 0.18918435275554657, -0.1440107226371765, -0.07843828201293945, 0.23297472298145294, -0.08111386001110077, -0.17147280275821686, 0.07877665013074875, -0.00564511027187109, 0.03930824249982834, 0.07262928783893585, 0.20300354063510895, 0.03377463296055794, -0.08516329526901245, 0.07864326238632202, 0.12478803843259811, -0.0667872205376625, -0.15714265406131744, 0.027166549116373062, -0.055829498916864395, -0.06043929606676102, 0.06079784035682678, 0.057687126100063324, 0.04079199582338333, -0.018100788816809654, -0.07650356739759445, -0.038516171276569366, -0.009311852976679802, -0.005464407615363598, 0.0066190119832754135, 0.06086193025112152, -0.05710221827030182, 0.000679491029586643, 0.01728496327996254, 0.01062643900513649, -0.019885433837771416, 0.03330477327108383, -0.0887884795665741, 0.08514732122421265, 0.04047030955553055, 0.028807366266846657, -0.1393473595380783, -0.032127734273672104, -0.016432534903287888, 0.09875119477510452, 0.024743616580963135, 0.07963584363460541, 0.02027064934372902, -0.009885936044156551, 0.009870662353932858, 0.015591723844408989, 0.15907759964466095, 0.0047269780188798904, -0.05804547294974327, -0.07341016083955765, 0.04020007699728012, -0.04703819006681442, 0.04026389122009277, -0.07542353123426437, 0.02233351767063141, 0.03775416687130928, 0.08768070489168167, -0.028906870633363724, 0.05348202958703041, -0.017350969836115837, 0.03775010630488396, -0.10081803053617477, 0.02937227115035057, 0.10366753488779068, 0.019248811528086662, -0.07471467554569244, 0.19543549418449402, -0.18117211759090424, 0.19516035914421082, 0.1891903430223465, -0.24236315488815308, 0.031935662031173706, -0.08360524475574493, -0.01815204508602619, 0.014953016303479671, 0.04682271555066109, -0.03423098102211952, 0.12208002060651779, -0.001412046723999083, 0.20396167039871216, -0.05984296277165413, -0.03884221613407135, -0.02015049383044243, -0.06679671257734299, -0.01759226992726326, 0.07706693559885025, 0.19517502188682556, -0.11010116338729858, 0.19608451426029205, 0.2189774066209793, 0.015792755410075188, 0.19199298322200775, -0.054939061403274536, -0.004357376601547003, 0.03167875483632088, 0.028401697054505348, -0.01418951153755188, -0.06140752136707306, -0.18493737280368805, -0.019041938707232475, 0.06826569885015488, -0.0023531513288617134, 0.08774177730083466, -0.15707510709762573, -0.07085301727056503, -0.010514793917536736, -0.04396972432732582, -0.00659945560619235, 0.07330530136823654, 0.04646284505724907, 0.11031211912631989, -0.05091498792171478, -0.08766470104455948, 0.11120960861444473, -0.013429693877696991, -0.09415291249752045, 0.18497833609580994, -0.1332586705684662, -0.27275487780570984, -0.20447927713394165, -0.13930317759513855, -0.04643048718571663, 0.033662665635347366, 0.1219082623720169, -0.05102665349841118, -0.02889748476445675, -0.03898587450385094, -0.006368701346218586, -0.06655491143465042, -0.024714473634958267, -0.0765710324048996, 0.06438997387886047, -0.09106584638357162, -0.1383177787065506, -0.07214749604463577, 0.006529000587761402, -0.07582353800535202, 0.10377801209688187, -0.08046982437372208, 0.07191146910190582, 0.20016522705554962, 0.020197657868266106, 0.04306711629033089, -0.054286595433950424, 0.16032281517982483, -0.04209532216191292, -0.025745278224349022, 0.20814594626426697, -0.03262554481625557, 0.07754285633563995, 0.1739788055419922, 0.03437434509396553, -0.10355934500694275, 0.009044291451573372, -0.030331378802657127, -0.08080603927373886, -0.24519161880016327, -0.12930545210838318, -0.13781137764453888, 0.07894985377788544, -0.00041843278449960053, 0.07920405268669128, 0.16113579273223877, 0.0328388512134552, -0.02165657840669155, -0.005958153400570154, 0.012939782813191414, 0.09454730898141861, 0.3071444630622864, -0.022831056267023087, 0.11695606261491776, -0.09134162962436676, -0.12437211722135544, 0.06748352944850922, 0.09974125027656555, 0.10235818475484848, 0.10730358213186264, 0.1417284607887268, 0.05745657905936241, 0.109458789229393, 0.11554564535617828, 0.06917354464530945, 0.026059571653604507, -0.0128870764747262, -0.01884598471224308, -0.047701891511678696, -0.04383677989244461, 0.03938468173146248, 0.005943661089986563, -0.1534896343946457, -0.029103565961122513, -0.10540119558572769, 0.02645592950284481, 0.10071668773889542, 0.046375785022974014, -0.17990241944789886, 0.04254411906003952, 0.09094327688217163, -0.017302745953202248, -0.08499917387962341, 0.11556100845336914, -0.007226492278277874, -0.09324675798416138, 0.06977047026157379, -0.027823256328701973, 0.12268751859664917, -0.05119137465953827, 0.09478563070297241, -0.08867528289556503, -0.09158127754926682, 0.05152679979801178, 0.13223636150360107, -0.31480610370635986, 0.22191748023033142, 0.011616157367825508, -0.02657749131321907, -0.1046130433678627, 0.008676744066178799, -0.00433374335989356, 0.12937606871128082, 0.11491965502500534, -0.023752916604280472, -0.026824727654457092, -0.09706518799066544, 0.008150935173034668, 0.016133712604641914, 0.10971342027187347, -0.025976231321692467, 0.004288826137781143, -0.05973823741078377, -0.006186197977513075, -0.018386470153927803, -0.016754567623138428, 0.009484238922595978, -0.2033403366804123, 0.05927295237779617, 0.09894398599863052, 0.052468638867139816, 0.002678699791431427, -0.001347336103208363, -0.11091993749141693, 0.19082419574260712, -0.13211286067962646, -0.07250300794839859, -0.1004791110754013, -0.1364165097475052, 0.04199579358100891, -0.06874111294746399, 0.058928657323122025, -0.08536459505558014, 0.016893498599529266, -0.08652383834123611, -0.19034679234027863, 0.0910826176404953, -0.07607907801866531, -0.01698780618607998, -0.03560171648859978, 0.1921405792236328, -0.12265437841415405, 0.0052637141197919846, 0.05341840907931328, 0.02771051414310932, -0.08786550909280777, -0.11217855662107468, -0.009433303959667683, -0.001406422583386302, 0.05954356491565704, -0.03252324089407921, -0.1224108338356018, -0.037268780171871185, -0.010329218581318855, -0.05917952209711075, 0.2999487817287445, 0.2187468707561493, -0.05861378833651543, 0.17655757069587708, 0.15678617358207703, -0.134957417845726, -0.33168351650238037, -0.16531243920326233, -0.15095514059066772, -0.04792968928813934, 0.025104276835918427, -0.17139863967895508, 0.04378907009959221, 0.011162204667925835, -0.03908165544271469, 0.10531377792358398, -0.27087315917015076, -0.09717028588056564, 0.16245946288108826, 0.007576015777885914, 0.29650700092315674, -0.16203148663043976, -0.1252691000699997, -0.05245879292488098, -0.19824475049972534, 0.15850113332271576, -0.008757795207202435, 0.12341219931840897, -0.010899278335273266, 0.10099710524082184, 0.03181251510977745, -0.040751487016677856, 0.08509304374456406, 0.0015605260850861669, 0.03247866407036781, -0.1160479336977005, -0.08039996027946472, 0.07399601489305496, 0.01868111453950405, 0.05791741982102394, -0.1531979739665985, 0.023286426439881325, -0.1256178468465805, -0.03750099241733551, -0.06108058989048004, 0.07890970259904861, -0.0025055331643670797, -0.0723038986325264, -0.02844776026904583, -0.05895956978201866, -0.0021860708948224783, -0.008119367994368076, 0.25430750846862793, -0.05905209109187126, 0.16006916761398315, 0.21369293332099915, 0.14833040535449982, -0.12198811769485474, 0.026736101135611534, -0.06996004283428192, -0.07760636508464813, 0.0628414899110794, -0.09501086175441742, 0.037265364080667496, 0.11413941532373428, -0.01953834481537342, 0.08998626470565796, 0.08204205334186554, 0.004428850021213293, -0.0010541359661146998, 0.13432194292545319, -0.20328626036643982, -0.0975344106554985, -0.038580723106861115, 0.03928987309336662, 0.08047710359096527, 0.08452307432889938, 0.15235967934131622, 0.00037002129829488695, -0.009327090345323086, 0.001474428572691977, 0.019680287688970566, -0.04031401127576828, 0.03535119816660881, 0.03397469222545624, 0.0208174679428339, -0.1492328941822052, 0.07379671186208725, 0.030046412721276283, -0.10849732905626297, 0.027652248740196228, 0.14637531340122223, -0.11027547717094421, -0.13618651032447815, -0.04862895607948303, 0.1483180820941925, -0.1847430169582367, -0.048848189413547516, -0.07734422385692596, -0.13340948522090912, 0.06313521414995193, 0.1632358878850937, 0.06480717658996582, 0.11497774720191956, -0.04224463552236557, -0.05750863999128342, -0.01704270951449871, 0.018459530547261238, -0.0789419636130333, 0.00978124514222145, -0.07044193893671036, 0.07344971597194672, -0.015744337812066078, 0.10109684616327286, -0.0676000639796257, -0.07341236621141434, -0.14598681032657623, 0.0490090548992157, -0.13814009726047516, -0.040481384843587875, -0.0829804316163063, -0.024161774665117264, 0.020245717838406563, -0.0107099749147892, -0.06890948116779327, -0.031066907569766045, -0.1309657096862793, 0.0038432476576417685, -0.04645400121808052, 0.08538859337568283, -0.11963433772325516, -0.009406006895005703, 0.06501420587301254, -0.017338646575808525, 0.09781237691640854, 0.051812633872032166, -0.08799107372760773, 0.09450780600309372, -0.17748022079467773, -0.059971172362565994, 0.11138448119163513, 0.04347001388669014, 0.04667762666940689, 0.09432704746723175, 0.011066826991736889, 0.11815443634986877, 0.006419398356229067, 0.0395522303879261, 0.0115228071808815, -0.15092717111110687, -0.0022371248342096806, -0.0069303312338888645, -0.1574215292930603, -0.024384891614317894, -0.056433115154504776, 0.08092036843299866, -0.013386795297265053, 0.1664617657661438, -0.04257618263363838, 0.07705137878656387, -0.06484120339155197, 0.006446958519518375, -0.0054891398176550865, -0.13779881596565247, -0.1164204478263855, -0.11977269500494003, -0.002518631285056472, 0.0011405585100874305, 0.2514675557613373, 0.05467285215854645, -0.041474517434835434, 0.04481711611151695, 0.07786549627780914, 0.06403175741434097, 0.017865223810076714, 0.252556711435318, 0.09304007887840271, -0.029461238533258438, -0.10261604934930801, 0.03601466864347458, -0.012583564035594463, 0.004545318428426981, 0.10284079611301422, 0.060755420476198196, -0.013510146178305149, 0.0849129930138588, 0.07747051864862442, 0.004884149879217148, -0.0874275267124176, -0.13647274672985077, 0.005355523899197578, 0.07830627262592316, -0.05056929215788841, 0.12896236777305603, 0.1772010624408722, -0.05586778745055199, 0.055333711206912994, -0.03259924799203873, -0.038317516446113586, -0.18611907958984375, -0.16189345717430115, -0.0678890123963356, -0.09218407422304153, 0.03022364340722561, -0.0730174109339714, 0.09238692373037338, 0.07723776996135712, 0.04475007578730583, -0.06895385682582855, 0.049559760838747025, 0.018916714936494827, -0.08149933069944382, 0.015497888438403606, -0.03277002274990082, 0.0776696726679802, -0.08763428032398224, -0.0015654037706553936, -0.06456174701452255, -0.05498988553881645, -0.019865509122610092, 0.07166989147663116, 0.008925316855311394, 0.030427947640419006, -0.15969885885715485, -0.07509320974349976, -0.019053271040320396, 0.05036920681595802, 0.006823450326919556, 0.18021629750728607, 0.01384647749364376, -0.01835900917649269, 0.06530740112066269, 0.16194935142993927, -0.0721328929066658, -0.12150059640407562, -0.020176894962787628, 0.2454943209886551, 0.06488897651433945, 0.11302047967910767, -0.018696097657084465, 0.005879201460629702, -0.06359369307756424, 0.36017295718193054, 0.28953471779823303, -0.05755159258842468, 0.02411792427301407, 0.0058403718285262585, 0.044558871537446976, 0.09882339835166931, 0.16070808470249176, 0.08601278066635132, 0.3100587725639343, -0.07103677839040756, -0.027514256536960602, -0.051591143012046814, -0.00938641931861639, -0.1530408412218094, 0.1255580484867096, -0.015984632074832916, -0.08935748785734177, -0.002289040479809046, 0.08944105356931686, -0.209994375705719, 0.10023496299982071, -0.05447563901543617, -0.17133371531963348, -0.02982838824391365, -0.00810319185256958, 0.16420282423496246, 0.00524667464196682, 0.052508339285850525, -0.01989777944982052, -0.05965555086731911, 0.07350297272205353, 0.0032468021381646395, -0.2395874708890915, -0.004351929761469364, 0.045689452439546585, -0.08290106058120728, 0.019568951800465584, -0.011235476471483707, 0.08967099338769913, 0.08514802157878876, 0.07531918585300446, -0.025645490735769272, 0.1292107254266739, 0.04758137837052345, -0.03856822848320007, 0.04328180477023125, -0.06906381994485855, 0.006956453435122967, -0.04149477183818817, 0.027194958180189133, -0.05563168227672577, 0.075407475233078, -0.013891380280256271, -0.04898293316364288, -0.03882455453276634, 0.013285758905112743, -0.06947959214448929, 0.05467653274536133, 0.03800047188997269, -0.01249175239354372, -0.03014686331152916, -0.04558296501636505, -0.010045044124126434, 0.006432196591049433, -0.19045120477676392, -0.07966047525405884, -0.10804365575313568, -0.07226384431123734, 0.10115943849086761, 0.01591714285314083, -0.20092904567718506, 0.011988738551735878, -0.07256118953227997, 0.05508629232645035, -0.207462877035141, 0.06193775311112404, 0.1502080112695694, 0.007425861898809671, -0.002701717196032405, -0.11042651534080505, 0.04479391500353813, 0.040122419595718384, -0.09328794479370117, -0.08583210408687592 ]

[ "sentence-transformers", "pytorch", "bert", "feature-extraction", "sentence-similarity", "transformers", "endpoints_compatible", "region:us" ]

[]

[]

[ "# {MODEL_NAME}\n\nThis is a sentence-transformers model: It maps sentences & paragraphs to a 768 dimensional dense vector space and can be used for tasks like clustering or semantic search.", "## Usage (Sentence-Transformers)\n\nUsing this model becomes easy when you have sentence-transformers installed:\n\n\n\nThen you can use the model like this:", "## Usage (HuggingFace Transformers)\nWithout sentence-transformers, you can use the model like this: First, you pass your input through the transformer model, then you have to apply the right pooling-operation on-top of the contextualized word embeddings.", "## Evaluation Results\n\n\n\nFor an automated evaluation of this model, see the *Sentence Embeddings Benchmark*: URL", "## Training\nThe model was trained with the parameters:\n\nDataLoader:\n\n'URL.dataloader.DataLoader' of length 410959 with parameters:\n\n\nLoss:\n\n'sentence_transformers.losses.DenoisingAutoEncoderLoss.DenoisingAutoEncoderLoss' \n\nParameters of the fit()-Method:", "## Full Model Architecture", "## Citing & Authors" ]

[ "TAGS\n#sentence-transformers #pytorch #bert #feature-extraction #sentence-similarity #transformers #endpoints_compatible #region-us \n", "# {MODEL_NAME}\n\nThis is a sentence-transformers model: It maps sentences & paragraphs to a 768 dimensional dense vector space and can be used for tasks like clustering or semantic search.", "## Usage (Sentence-Transformers)\n\nUsing this model becomes easy when you have sentence-transformers installed:\n\n\n\nThen you can use the model like this:", "## Usage (HuggingFace Transformers)\nWithout sentence-transformers, you can use the model like this: First, you pass your input through the transformer model, then you have to apply the right pooling-operation on-top of the contextualized word embeddings.", "## Evaluation Results\n\n\n\nFor an automated evaluation of this model, see the *Sentence Embeddings Benchmark*: URL", "## Training\nThe model was trained with the parameters:\n\nDataLoader:\n\n'URL.dataloader.DataLoader' of length 410959 with parameters:\n\n\nLoss:\n\n'sentence_transformers.losses.DenoisingAutoEncoderLoss.DenoisingAutoEncoderLoss' \n\nParameters of the fit()-Method:", "## Full Model Architecture", "## Citing & Authors" ]

[ 42, 50, 38, 64, 29, 81, 5, 6 ]

[ "passage: TAGS\n#sentence-transformers #pytorch #bert #feature-extraction #sentence-similarity #transformers #endpoints_compatible #region-us \n# {MODEL_NAME}\n\nThis is a sentence-transformers model: It maps sentences & paragraphs to a 768 dimensional dense vector space and can be used for tasks like clustering or semantic search.## Usage (Sentence-Transformers)\n\nUsing this model becomes easy when you have sentence-transformers installed:\n\n\n\nThen you can use the model like this:## Usage (HuggingFace Transformers)\nWithout sentence-transformers, you can use the model like this: First, you pass your input through the transformer model, then you have to apply the right pooling-operation on-top of the contextualized word embeddings.## Evaluation Results\n\n\n\nFor an automated evaluation of this model, see the *Sentence Embeddings Benchmark*: URL## Training\nThe model was trained with the parameters:\n\nDataLoader:\n\n'URL.dataloader.DataLoader' of length 410959 with parameters:\n\n\nLoss:\n\n'sentence_transformers.losses.DenoisingAutoEncoderLoss.DenoisingAutoEncoderLoss' \n\nParameters of the fit()-Method:## Full Model Architecture## Citing & Authors" ]

[ -0.017780190333724022, 0.15333294868469238, -0.008921227417886257, 0.04808592051267624, 0.11087927222251892, 0.023793963715434074, 0.14320583641529083, 0.08880524337291718, -0.050468314439058304, 0.05975429713726044, 0.02703544870018959, 0.1492399424314499, -0.011982487514615059, -0.012173229828476906, 0.02092444710433483, -0.27070292830467224, 0.017686516046524048, -0.02243785746395588, 0.0010029679397121072, 0.06109079346060753, 0.11568932235240936, -0.09595339745283127, 0.05436636880040169, -0.017367886379361153, -0.0633905753493309, 0.04209167882800102, -0.047821398824453354, -0.04198075458407402, 0.08038491010665894, 0.052888207137584686, 0.11121388524770737, 0.011176825501024723, 0.018564732745289803, -0.1871505081653595, 0.009050405584275723, 0.08011239022016525, -0.02510506473481655, 0.062038104981184006, 0.030096180737018585, -0.0436527244746685, 0.06021718680858612, -0.11575448513031006, 0.0822761058807373, 0.026382844895124435, -0.10410384833812714, -0.05185052752494812, -0.019185295328497887, -0.010096828453242779, 0.09841256588697433, 0.10040678828954697, -0.03912218660116196, 0.09008368104696274, -0.04966732859611511, 0.10066615045070648, 0.11453253775835037, -0.24596938490867615, -0.04604457691311836, 0.04164297878742218, 0.0198188629001379, 0.026876648887991905, -0.11583661288022995, 0.006538944318890572, -0.04717886820435524, 0.041074562817811966, 0.09782347828149796, -0.03966686129570007, 0.04839685931801796, -0.013564685359597206, -0.08931774646043777, 0.013140038587152958, 0.15879563987255096, -0.00038831125129945576, -0.01948331482708454, -0.16434112191200256, -0.10502759367227554, 0.09258105605840683, -0.021617913618683815, -0.036132168024778366, 0.055258166044950485, 0.0595778226852417, -0.05724027007818222, -0.12562918663024902, -0.08497226983308792, -0.02329591102898121, -0.054111529141664505, 0.062284063547849655, 0.015003697015345097, -0.05760689452290535, -0.030313273891806602, 0.07671285420656204, 0.013768552802503109, -0.09786397963762283, -0.028735527768731117, -0.03442873805761337, -0.08285064250230789, -0.004816993605345488, -0.06370105594396591, -0.16139408946037292, 0.0213507991284132, 0.15124371647834778, 0.05024207383394241, 0.046085331588983536, -0.035550814121961594, 0.05397697910666466, -0.0037027292419224977, 0.18232743442058563, -0.0126277394592762, -0.06650993227958679, -0.014369911514222622, -0.005016735754907131, 0.016202131286263466, -0.019127793610095978, -0.06466038525104523, -0.02327009290456772, 0.02412131428718567, 0.047529254108667374, 0.02275817282497883, 0.059733111411333084, -0.023531127721071243, -0.06449722498655319, 0.050465334206819534, -0.12606951594352722, 0.030546581372618675, 0.019159546121954918, -0.028005195781588554, 0.0698104277253151, 0.10756786912679672, -0.03325657173991203, -0.08772909641265869, 0.041529882699251175, -0.06939554214477539, -0.01764531061053276, -0.06733638048171997, -0.13453428447246552, -0.03508719056844711, -0.024866949766874313, -0.04228329285979271, -0.10732454806566238, -0.1432688683271408, -0.04883572831749916, 0.06642868369817734, -0.028008444234728813, 0.005234079901129007, -0.1464056521654129, 0.0028099031187593937, -0.01526164822280407, 0.01056464109569788, -0.07207075506448746, 0.01833915337920189, 0.011676686815917492, -0.05112816020846367, 0.06578552722930908, 0.0064620221965014935, 0.05117461085319519, -0.0944969430565834, 0.010220841504633427, -0.1438257396221161, 0.19095797836780548, -0.031730201095342636, 0.04476739838719368, -0.09554930776357651, 0.02121734246611595, -0.004621404688805342, 0.05599155277013779, 0.0240765493363142, 0.10329761356115341, -0.1962706744670868, -0.08138813078403473, 0.20325009524822235, -0.04893111065030098, -0.06467997282743454, 0.07151374965906143, -0.0652662068605423, 0.11754453182220459, 0.14620773494243622, 0.11734842509031296, 0.10639984160661697, -0.07345665246248245, 0.0018608433892950416, 0.028150267899036407, -0.03915158659219742, 0.10775230824947357, 0.015940828248858452, -0.06141414865851402, 0.09304288774728775, 0.008633538149297237, -0.03763750568032265, 0.00029471187735907733, 0.018725911155343056, -0.04517335072159767, 0.01918640173971653, -0.051567740738391876, 0.07690633088350296, -0.04285873845219612, 0.039047811180353165, 0.014732937328517437, -0.10926898568868637, 0.15107449889183044, 0.06468135863542557, -0.10645698010921478, 0.03587120771408081, -0.06990745663642883, -0.039325542747974396, -0.02957775443792343, -0.00038581647095270455, -0.19529122114181519, -0.12883247435092926, 0.03465937450528145, 0.012534131295979023, 0.10824356228113174, -0.008483165875077248, 0.06820458918809891, 0.054360538721084595, -0.03638959303498268, -0.020023329183459282, 0.028582710772752762, 0.0027583385817706585, -0.0815570279955864, -0.0832090675830841, -0.014759361743927002, -0.04552815854549408, 0.014100582338869572, -0.07806860655546188, 0.02604721672832966, -0.004857540130615234, 0.08595336973667145, 0.06436225771903992, -0.023851480334997177, -0.017228813841938972, -0.021750373765826225, -0.0010908852564170957, -0.04222353920340538, 0.05359310284256935, 0.029908370226621628, -0.14409781992435455, 0.05466819182038307, -0.13708828389644623, -0.1436779946088791, 0.06631474196910858, -0.057083841413259506, -0.04503597691655159, -0.049094345420598984, -0.008654127828776836, 0.007945670746266842, -0.05055282637476921, -0.06536685675382614, 0.25295859575271606, 0.08655744045972824, 0.12194313853979111, -0.04612691327929497, -0.034388355910778046, -0.061491575092077255, -0.020668651908636093, -0.036454103887081146, 0.07570643723011017, -0.04403318092226982, -0.12956419587135315, 0.05682549253106117, 0.06867489218711853, -0.08998911827802658, 0.12116260081529617, -0.003999353386461735, -0.03845392167568207, -0.04805547371506691, 0.01019242499023676, 0.021735724061727524, -0.023603973910212517, -0.06759028136730194, 0.002818181412294507, 0.030718110501766205, 0.010744253173470497, 0.03324635326862335, -0.06155895069241524, 0.059646617621183395, 0.05881473422050476, -0.0025944365188479424, 0.10913465172052383, -0.008804826065897942, 0.008846917189657688, 0.031149908900260925, 0.021873248741030693, 0.03141776844859123, -0.002372149145230651, -0.04322785884141922, -0.07044164836406708, 0.14308060705661774, -0.1298493593931198, -0.2249794900417328, -0.13452760875225067, 0.006933107972145081, -0.07851570844650269, 0.023966727778315544, 0.08324328809976578, -0.06621619313955307, -0.055724166333675385, -0.05554652959108353, 0.014201597310602665, 0.04535422846674919, -0.05570175126194954, 0.013072095811367035, 0.044648949056863785, 0.005888521671295166, -0.13600552082061768, -0.011964784003794193, -0.0036479239352047443, -0.061961282044649124, -0.001833199756219983, -0.04150734469294548, 0.045147862285375595, 0.08332476764917374, 0.046543531119823456, 0.0166073739528656, -0.004362641833722591, 0.21877051889896393, -0.06259510666131973, 0.07351008802652359, 0.1096850112080574, -0.024124540388584137, 0.08541660010814667, 0.0827496200799942, 0.022212252020835876, -0.07933863997459412, 0.0523955300450325, 0.08031480014324188, -0.017681850120425224, -0.1670694202184677, -0.08564360439777374, -0.06462419033050537, -0.062311284244060516, 0.13238748908042908, 0.04331118240952492, 0.0391317680478096, 0.049357570707798004, -0.006440010853111744, 0.02352881245315075, 0.10650414228439331, 0.11841250956058502, 0.12112779170274734, -0.01333479955792427, 0.10350371152162552, -0.03853287175297737, -0.08424162864685059, 0.03059382550418377, 0.0012546939542517066, 0.16051214933395386, 0.009811431169509888, 0.148798868060112, 0.046962920576334, -0.03626306354999542, -0.013312023133039474, 0.09254156798124313, -0.05133096128702164, 0.05128784850239754, -0.03227488696575165, -0.09029417484998703, -0.024544741958379745, 0.055818427354097366, 0.09987177699804306, -0.04219755157828331, -0.00828748382627964, 0.07839066535234451, 0.12995272874832153, 0.17952123284339905, 0.025378722697496414, -0.2079557627439499, -0.031939152628183365, 0.018773270770907402, -0.05492968112230301, -0.0711265429854393, 0.008537514135241508, 0.05484674125909805, -0.08961177617311478, 0.046212825924158096, -0.02885882370173931, 0.10753942281007767, -0.1007842868566513, 0.03239915147423744, -0.040366508066654205, 0.07438572496175766, 0.010270622558891773, 0.06127728894352913, -0.24573415517807007, 0.06915432959794998, 0.0327269583940506, 0.09875327348709106, -0.04734201729297638, 0.031163379549980164, 0.06420774012804031, -0.0035662127193063498, 0.16864633560180664, -0.024487344548106194, -0.010061179287731647, 0.05108392983675003, -0.08151104301214218, 0.005725655239075422, 0.08115468174219131, -0.11307745426893234, 0.08167397975921631, -0.047689296305179596, -0.04687124490737915, 0.004946809262037277, 0.034351278096437454, -0.07178424298763275, -0.18348154425621033, -0.0035002650693058968, 0.028085393831133842, 0.023958861827850342, -0.012028717435896397, 0.007533058058470488, 0.03788342326879501, 0.18359260261058807, -0.12011533230543137, -0.07811973243951797, -0.11974626779556274, -0.043984416872262955, 0.08931559324264526, -0.09073533117771149, 0.025799408555030823, -0.012396161444485188, 0.13851629197597504, -0.061411064118146896, -0.08883395791053772, 0.06184138357639313, -0.029678555205464363, -0.04821297898888588, -0.032418154180049896, 0.08732457458972931, 0.05419372022151947, 0.025366023182868958, 0.050929613411426544, 0.0754193663597107, -0.018016278743743896, -0.07850457727909088, -0.055695150047540665, 0.14530576765537262, -0.01670091785490513, 0.0597086027264595, -0.14287129044532776, -0.032754018902778625, -0.10038343816995621, 0.06651052832603455, 0.2358902394771576, 0.18515858054161072, -0.0661548525094986, 0.08818243443965912, 0.1862489879131317, -0.12225738167762756, -0.21212907135486603, -0.0771358385682106, 0.024783482775092125, 0.02548418566584587, 0.001889270031824708, -0.20222322642803192, 0.08666449040174484, 0.036700595170259476, 0.013722101226449013, -0.09673824906349182, -0.22493907809257507, -0.13458895683288574, 0.11513300985097885, 0.020310232415795326, -0.02003055065870285, -0.06798021495342255, -0.05877618119120598, -0.08197654038667679, -0.019335733726620674, 0.11901459842920303, -0.05911672115325928, 0.1259615123271942, 0.05633654072880745, 0.008531276136636734, 0.05188393220305443, -0.013810083270072937, 0.08103344589471817, 0.048685863614082336, 0.05907038599252701, -0.022703124210238457, -0.07552499324083328, 0.08356756716966629, -0.08814960718154907, 0.1241181269288063, -0.03743002191185951, 0.04583926126360893, -0.059109944850206375, -0.04091499745845795, -0.049338556826114655, 0.01649884134531021, -0.04034004732966423, -0.0687858834862709, -0.006848613265901804, 0.0396198034286499, 0.13733065128326416, 0.015663528814911842, 0.08603859692811966, -0.05588894709944725, 0.010876788757741451, 0.15481619536876678, 0.08038133382797241, 0.05601861700415611, -0.17607037723064423, 0.005985385272651911, -0.003249852452427149, 0.07773398607969284, -0.09501850605010986, 0.09247689694166183, 0.08265157043933868, -0.004635943565517664, 0.15490467846393585, 0.043671492487192154, -0.07022078335285187, -0.018574198707938194, 0.004566711373627186, -0.10749047249555588, -0.11191089451313019, -0.04049514979124069, -0.029131026938557625, -0.07798763364553452, -0.03550763428211212, 0.15898782014846802, -0.009510410949587822, -0.0013932427391409874, 0.026308931410312653, 0.02302481420338154, -0.03539365902543068, 0.07831288874149323, 0.01957535743713379, 0.013498309068381786, -0.035624220967292786, 0.13711176812648773, 0.08350268751382828, -0.07250302284955978, 0.05274641141295433, 0.13100391626358032, -0.07419684529304504, -0.06909164041280746, -0.04188419133424759, 0.17100659012794495, -0.05738469585776329, 0.02761629782617092, -0.06514450907707214, -0.04515595734119415, 0.010839263908565044, 0.054804135113954544, 0.035598207265138626, 0.061919521540403366, -0.11374441534280777, 0.017883608117699623, -0.09492647647857666, 0.08564528077840805, 0.05314292758703232, 0.029057957231998444, -0.041293539106845856, 0.08045706897974014, -0.009656225331127644, -0.02776535600423813, -0.029606033116579056, -0.055125392973423004, -0.09147598594427109, 0.010968293063342571, -0.07079017907381058, 0.022868981584906578, -0.06099710240960121, -0.007910776883363724, 0.029577428475022316, 0.060532618314027786, 0.018871884793043137, 0.002561998087912798, -0.04313153773546219, -0.07084917277097702, -0.026695910841226578, 0.06036727502942085, -0.15319393575191498, -0.02581084705889225, 0.012722869403660297, -0.10218821465969086, 0.07198066264390945, 0.0009172182762995362, -0.05263252928853035, 0.011675688438117504, -0.06727291643619537, -0.049114108085632324, 0.018047567456960678, 0.03129846602678299, 0.05216659605503082, -0.06104397773742676, 0.006359631661325693, -0.05001525953412056, 0.02052968740463257, -0.006394424941390753, 0.10128361731767654, -0.09911764413118362, 0.04972991347312927, -0.005250623915344477, -0.04114986211061478, -0.08730005472898483, 0.030003538355231285, 0.05321323126554489, 0.04088682681322098, 0.13976885378360748, -0.06911008059978485, 0.09542054682970047, -0.08979059010744095, 0.0031110397540032864, 0.032280247658491135, -0.061591409146785736, 0.0862526074051857, -0.12559235095977783, 0.04936257749795914, -0.06468333303928375, 0.058776047080755234, -0.02733830362558365, 0.03751722723245621, 0.04988960921764374, -0.010307137854397297, -0.10202040523290634, 0.032997045665979385, 0.07553809881210327, 0.02698981575667858, -0.009402967058122158, -0.03301103040575981, 0.012262849137187004, 0.02922147512435913, 0.01849391497671604, 0.0504300631582737, 0.12615494430065155, 0.04966779425740242, 0.0847182646393776, 0.0694553554058075, 0.038066212087869644, -0.14844709634780884, 0.03237221762537956, 0.025064632296562195, 0.05820922181010246, -0.051009099930524826, 0.0071943942457437515, 0.08097641170024872, -0.14229506254196167, 0.11937355995178223, 0.03386317193508148, -0.07423080503940582, -0.08972009271383286, -0.1031235009431839, -0.06862044334411621, 0.0028617456555366516, -0.01723884791135788, -0.12711066007614136, -0.020327895879745483, -0.023700159043073654, 0.010883296839892864, -0.0014201138401404023, 0.16195377707481384, -0.07533346116542816, -0.07714521884918213, 0.09607794135808945, -0.016511423513293266, 0.03953910619020462, 0.008633463643491268, 0.021142223849892616, -0.0022408273071050644, 0.11067831516265869, 0.027784280478954315, 0.05713675916194916, 0.04373244196176529, 0.00024245482927653939, -0.05357232317328453, -0.07429825514554977, 0.0029563545249402523, 0.008839426562190056, -0.054690275341272354, 0.09773529320955276, 0.029720189049839973, -0.08647759258747101, -0.013331416063010693, 0.2019418627023697, -0.10896717011928558, -0.09431984275579453, -0.16234524548053741, 0.1693108230829239, 0.057696957141160965, 0.0566641166806221, -0.011018592864274979, -0.0817578062415123, -0.03282373398542404, 0.1688268482685089, 0.18131336569786072, -0.06975670158863068, 0.017571939155459404, 0.07519994676113129, 0.020230501890182495, 0.023941997438669205, 0.02862357534468174, 0.04289107769727707, 0.17346468567848206, -0.03872235119342804, 0.1058078333735466, -0.008751751855015755, -0.06690642237663269, -0.07268105447292328, 0.08328896760940552, -0.002202809089794755, 0.02482444979250431, -0.03422495350241661, 0.08428781479597092, -0.08625864237546921, -0.12940926849842072, 0.006889646872878075, -0.09618271142244339, -0.10713169723749161, -0.029097022488713264, 0.03809167072176933, 0.01770411804318428, 0.08546977490186691, 0.03328249603509903, -0.035081055015325546, 0.1742829829454422, -0.0067734383046627045, -0.04406417906284332, -0.014928221702575684, 0.02246161736547947, -0.06942515820264816, 0.1598491668701172, 0.004709597211331129, -0.027918539941310883, 0.10209864377975464, 0.022894486784934998, -0.040996089577674866, 0.06382449716329575, 0.03349009528756142, -0.061718426644802094, 0.08762401342391968, 0.06960950046777725, -0.04975004494190216, 0.13439185917377472, 0.05621408298611641, -0.18016314506530762, 0.049809716641902924, 0.0428004264831543, -0.06605954468250275, -0.05401928722858429, 0.04178203269839287, -0.08629745244979858, 0.07844885438680649, 0.1770181655883789, -0.0017163294833153486, -0.009467583149671555, -0.006671541836112738, 0.014046469703316689, 0.029190169647336006, 0.004806249402463436, -0.08062734454870224, -0.0863914042711258, -0.018336139619350433, 0.030002161860466003, 0.042609646916389465, -0.2683631479740143, -0.10682162642478943, 0.025076352059841156, -0.018209049478173256, -0.04117792472243309, 0.09239929169416428, 0.07226840406656265, 0.02326914481818676, -0.027335340157151222, -0.1502484381198883, -0.0007171326433308423, 0.08497694879770279, -0.1368662267923355, -0.072548046708107 ]

[ "transformers", "safetensors", "arxiv:1910.09700", "endpoints_compatible", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ "TAGS\n#transformers #safetensors #arxiv-1910.09700 #endpoints_compatible #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ 31, 6, 3, 82, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4 ]

[ "passage: TAGS\n#transformers #safetensors #arxiv-1910.09700 #endpoints_compatible #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact" ]

[ -0.06646376848220825, 0.2168014943599701, -0.00225935154594481, 0.023818302899599075, 0.1271018385887146, -0.001635765191167593, 0.04218708351254463, 0.13324736058712006, -0.020175931975245476, 0.11144465953111649, 0.046588581055402756, 0.09377603232860565, 0.09928803145885468, 0.18404334783554077, 0.04859916493296623, -0.2059975117444992, 0.007056170143187046, -0.09090408682823181, 0.014076028019189835, 0.1116579994559288, 0.13719257712364197, -0.10291384905576706, 0.08272874355316162, -0.04045208916068077, -0.02019004337489605, 0.00012576708104461432, -0.09259183704853058, -0.07032395154237747, 0.06885425746440887, 0.06264153122901917, 0.051234472543001175, 0.001456156256608665, 0.09140396863222122, -0.2864592671394348, 0.017265573143959045, 0.08406311273574829, 0.0027674848679453135, 0.06290827691555023, 0.07236549258232117, -0.07389893382787704, 0.11328595131635666, -0.08021481335163116, 0.13019037246704102, 0.08625296503305435, -0.062064990401268005, -0.23071379959583282, -0.07525765895843506, 0.0963398814201355, 0.12251301854848862, 0.06215599179267883, -0.022921854630112648, 0.15455181896686554, -0.06248689442873001, 0.012971068732440472, 0.1294165402650833, -0.11526761949062347, -0.05572471022605896, 0.061741601675748825, 0.11775490641593933, 0.10740239918231964, -0.14110268652439117, -0.0017287094378843904, 0.04900608956813812, 0.029121357947587967, 0.08589313924312592, 0.022661056369543076, 0.12003941088914871, 0.04652795568108559, -0.13695219159126282, -0.04037507623434067, 0.12011898308992386, 0.038862764835357666, -0.06446044892072678, -0.2168138176202774, -0.006778308190405369, -0.0601806715130806, -0.014732478186488152, -0.07019448280334473, 0.039128515869379044, -0.02470310963690281, 0.07317749410867691, -0.04465159401297569, -0.1063927412033081, -0.0421026237308979, 0.0892222449183464, 0.07748593389987946, 0.011527054943144321, -0.02519804798066616, 0.04627908393740654, 0.13455867767333984, 0.05402068421244621, -0.10399353504180908, -0.07017925381660461, -0.06942764669656754, -0.09420394152402878, -0.04035796597599983, 0.056760527193546295, 0.031942449510097504, 0.02665667235851288, 0.22703726589679718, 0.016653569415211678, 0.04155244305729866, 0.0224777739495039, 0.01032855175435543, 0.043662428855895996, 0.0955500528216362, -0.05303520709276199, -0.15660029649734497, -0.04072032496333122, 0.09077946096658707, -0.0027527001220732927, -0.036689214408397675, -0.03966725245118141, 0.03849169611930847, 0.06843466311693192, 0.13122352957725525, 0.07552056759595871, -0.017929591238498688, -0.04813180863857269, -0.030096933245658875, 0.23523783683776855, -0.1493375599384308, 0.04426715523004532, -0.02271856553852558, -0.01804111897945404, -0.03908449783921242, 0.03597262129187584, 0.022118929773569107, -0.000004518366949923802, 0.09706240892410278, -0.058981191366910934, -0.05378659814596176, -0.10168042778968811, -0.03272576630115509, 0.04088849574327469, -0.013975566253066063, -0.010589460842311382, -0.09025166928768158, -0.09490354359149933, -0.04766594246029854, 0.05537205561995506, -0.05123869329690933, -0.03770573064684868, 0.009465423412621021, -0.08151785284280777, -0.005444355774670839, -0.005417742300778627, 0.10699385404586792, -0.03222226724028587, 0.04445803165435791, -0.027600755915045738, 0.05225523188710213, 0.09919606149196625, 0.031576547771692276, -0.0773419588804245, 0.0561848059296608, -0.22559374570846558, 0.07503069192171097, -0.11481974273920059, 0.04335082694888115, -0.1704932004213333, -0.042439818382263184, 0.005444696638733149, 0.0139949731528759, 0.013206101022660732, 0.12720820307731628, -0.19255615770816803, -0.01654396951198578, 0.13260798156261444, -0.09212633967399597, -0.118110790848732, 0.07884611934423447, -0.029701577499508858, 0.1624738723039627, 0.04682036489248276, -0.027025915682315826, 0.09224298596382141, -0.16434773802757263, -0.07092688232660294, -0.00949116237461567, -0.01727987825870514, 0.12109188735485077, 0.07512219995260239, -0.05991523340344429, 0.046571120619773865, 0.02832140028476715, -0.038078423589468, -0.04424772411584854, -0.050857074558734894, -0.10884185880422592, -0.01070026308298111, -0.08987759798765182, 0.04065500199794769, -0.01250192429870367, -0.07916021347045898, -0.029885273426771164, -0.18612512946128845, -0.0030564051121473312, 0.10038342326879501, 0.0035033065360039473, -0.005652366206049919, -0.08666291832923889, 0.026358824223279953, -0.03112892620265484, -0.008404186926782131, -0.16764774918556213, -0.04399421438574791, 0.046902090311050415, -0.16094985604286194, 0.020117372274398804, -0.06413903087377548, 0.06334125250577927, 0.03641495108604431, -0.05590536445379257, -0.0248766727745533, -0.01730942726135254, 0.011945613659918308, -0.05083848536014557, -0.18994836509227753, -0.056277405470609665, -0.037882111966609955, 0.149809330701828, -0.25956398248672485, 0.032966937869787216, 0.051140617579221725, 0.14649195969104767, 0.00406361510977149, -0.05115427449345589, 0.01429014839231968, -0.05360214412212372, -0.054652128368616104, -0.06746816635131836, -0.006135428790003061, -0.027576493099331856, -0.05147203803062439, 0.019243421033024788, -0.1755700707435608, -0.021410830318927765, 0.09424154460430145, 0.12876708805561066, -0.1486445665359497, -0.018640631809830666, -0.048725154250860214, -0.06339836865663528, -0.0715010017156601, -0.07038594037294388, 0.10712739825248718, 0.0513901449739933, 0.04796046018600464, -0.07435787469148636, -0.07092321664094925, 0.02726263552904129, 0.006906150374561548, -0.03382374346256256, 0.08727246522903442, 0.05199531093239784, -0.09209315478801727, 0.0756213590502739, 0.1092359870672226, 0.07177663594484329, 0.09363535046577454, 0.01574566215276718, -0.11756632477045059, -0.028492970392107964, 0.036266472190618515, 0.02740776725113392, 0.1465986967086792, -0.05952361226081848, 0.04016614332795143, 0.04494241625070572, -0.04170418903231621, 0.022319864481687546, -0.08787637203931808, 0.024075502529740334, 0.025203049182891846, -0.0034381982404738665, 0.06284574419260025, -0.02525499276816845, -0.0050758360885083675, 0.07016654312610626, 0.047779910266399384, 0.04621000960469246, 0.009655474685132504, -0.01720241829752922, -0.1047825813293457, 0.16950392723083496, -0.0951867327094078, -0.269941508769989, -0.17632324993610382, 0.026197833940386772, 0.04035249724984169, -0.022378476336598396, 0.031619444489479065, -0.07056326419115067, -0.10630585998296738, -0.1060405746102333, -0.002429972169920802, 0.01714223250746727, -0.06364088505506516, -0.0741225928068161, 0.07348573952913284, 0.04382912442088127, -0.14902326464653015, 0.038552410900592804, 0.055694397538900375, -0.057955220341682434, -0.0233661737293005, 0.09118817001581192, 0.12397737801074982, 0.14583967626094818, -0.021366750821471214, -0.028626007959246635, 0.029004426673054695, 0.19620531797409058, -0.13469526171684265, 0.10371150821447372, 0.13814030587673187, -0.04545360431075096, 0.08360563963651657, 0.1560150384902954, 0.029186224564909935, -0.08317049592733383, 0.05044832453131676, 0.04082648828625679, -0.043159641325473785, -0.2666129767894745, -0.0534592866897583, 0.012832709588110447, -0.06255637854337692, 0.09786593168973923, 0.10183793306350708, 0.11542957276105881, 0.034910861402750015, -0.07166364789009094, -0.043925940990448, -0.0058974819257855415, 0.11737963557243347, -0.05490213260054588, -0.012639665976166725, 0.07686592638492584, -0.05086168646812439, 0.005355054512619972, 0.10266812145709991, 0.02973790094256401, 0.17442677915096283, 0.020399179309606552, 0.11231429129838943, 0.06195578724145889, 0.08633565157651901, 0.0007386076031252742, 0.02951662428677082, 0.05147615820169449, 0.017203815281391144, -0.002300140680745244, -0.10421168059110641, -0.006156572140753269, 0.1449710875749588, 0.028103826567530632, 0.029669636860489845, -0.0018948549404740334, -0.005003341939300299, 0.05121048167347908, 0.1746254414319992, -0.011592294089496136, -0.22072425484657288, -0.0845772922039032, 0.06936841458082199, -0.06218599155545235, -0.12968985736370087, -0.026130788028240204, 0.045467354357242584, -0.17519839107990265, 0.026703642681241035, -0.027433741837739944, 0.0919293761253357, -0.09345759451389313, -0.02221956104040146, 0.03687324374914169, 0.084866963326931, -0.014529162086546421, 0.08703910559415817, -0.14498743414878845, 0.11886418610811234, 0.02978132851421833, 0.09024628251791, -0.11081171780824661, 0.07909037172794342, -0.007550720125436783, 0.009180475026369095, 0.19379350543022156, -0.011335089802742004, -0.03514958545565605, -0.08774717897176743, -0.11210042238235474, -0.013537433929741383, 0.12687496840953827, -0.1243172138929367, 0.08773399889469147, -0.015198243781924248, -0.044079482555389404, 0.00937260314822197, -0.12100647389888763, -0.17273177206516266, -0.19628387689590454, 0.05585884302854538, -0.09575839340686798, 0.025643249973654747, -0.11914430558681488, -0.07089093327522278, -0.02952558360993862, 0.241120383143425, -0.1745356321334839, -0.06510113179683685, -0.1468164622783661, -0.046294767409563065, 0.1662203073501587, -0.04437198117375374, 0.0718095526099205, -0.0208172257989645, 0.20345525443553925, 0.005988610442727804, -0.004939318168908358, 0.06724198162555695, -0.08892562240362167, -0.16873881220817566, -0.06771010160446167, 0.1510489284992218, 0.11680185794830322, 0.04907919466495514, -0.002248800592496991, 0.0011772146681323647, -0.016943959519267082, -0.1137804463505745, -0.0033210667315870523, 0.16037839651107788, 0.03878779336810112, 0.025986969470977783, -0.05243593826889992, -0.08797456324100494, -0.06899320334196091, -0.06853509694337845, 0.06221301481127739, 0.19590823352336884, -0.10376439243555069, 0.1700313836336136, 0.147536963224411, -0.07305635511875153, -0.23175598680973053, 0.035342130810022354, 0.04983805492520332, 0.0014306638622656465, 0.04886869341135025, -0.18252557516098022, 0.10521943867206573, 0.019543392583727837, -0.05505957826972008, 0.13485197722911835, -0.1557481735944748, -0.1552847921848297, 0.0722852572798729, 0.03904085233807564, -0.22423844039440155, -0.1354004591703415, -0.09622503817081451, -0.05825018882751465, -0.14065024256706238, 0.06054598465561867, -0.002136280992999673, 0.015948504209518433, 0.03500790148973465, -0.0015643214574083686, 0.027123261243104935, -0.058935679495334625, 0.18609118461608887, -0.004065449349582195, 0.020676052197813988, -0.060264769941568375, -0.0478842556476593, 0.09839435666799545, -0.06130504235625267, 0.12208222597837448, 0.004057085141539574, 0.01594383642077446, -0.10362856835126877, -0.048314861953258514, -0.04328322783112526, 0.05154227837920189, -0.07548051327466965, -0.10070807486772537, -0.043625857681035995, 0.08841723203659058, 0.07005169242620468, -0.03383097052574158, 0.00549331633374095, -0.07189501076936722, 0.10019614547491074, 0.17795267701148987, 0.17573626339435577, 0.009926567785441875, -0.07241068035364151, 0.01677953451871872, -0.04142116755247116, 0.044231921434402466, -0.2513144314289093, 0.03756171092391014, 0.06098250672221184, 0.029438555240631104, 0.09217222779989243, -0.020435843616724014, -0.1820858269929886, -0.04050002992153168, 0.08094815909862518, -0.05452597141265869, -0.22617179155349731, -0.019085140898823738, 0.0954197570681572, -0.2020406424999237, -0.007372708059847355, 0.03995226323604584, -0.048725228756666183, -0.023169852793216705, 0.00010950004070764408, 0.06317184865474701, 0.002471912419423461, 0.09773622453212738, 0.0735151618719101, 0.09715340286493301, -0.08337292820215225, 0.10562895983457565, 0.10150538384914398, -0.09572599828243256, 0.03605884686112404, 0.06754924356937408, -0.05300498008728027, -0.043293699622154236, 0.03665391728281975, 0.033023297786712646, 0.005234600510448217, -0.060321882367134094, 0.013913018628954887, -0.036497246474027634, 0.044923391193151474, 0.08326134830713272, 0.03754979372024536, -0.013354414142668247, 0.06462216377258301, 0.03401726484298706, -0.10898099094629288, 0.10366570204496384, 0.01731540448963642, 0.04105307161808014, -0.08384523540735245, -0.019968897104263306, 0.035425446927547455, 0.030576206743717194, -0.01765924133360386, -0.02306121215224266, -0.02860277332365513, -0.01614218018949032, -0.14299540221691132, -0.023106401786208153, -0.07243485748767853, 0.006181265693157911, 0.014656842686235905, -0.031884219497442245, -0.011233693920075893, 0.02475680410861969, -0.06979699432849884, -0.07426341623067856, -0.006949664559215307, 0.09833318740129471, -0.15115703642368317, 0.008848577737808228, 0.06907843053340912, -0.11088496446609497, 0.08190931379795074, -0.008411259390413761, 0.016245156526565552, 0.022527478635311127, -0.15448406338691711, 0.05601610988378525, 0.0008648968650959432, 0.01916889287531376, 0.025886621326208115, -0.16471809148788452, 0.004104440100491047, -0.04661374166607857, -0.02149827405810356, -0.00004464812809601426, -0.02647159807384014, -0.12325995415449142, 0.06858719140291214, -0.015622655861079693, -0.035931166261434555, -0.02701525390148163, 0.0539589487016201, 0.07888586074113846, -0.027474910020828247, 0.10445091128349304, -0.008690856397151947, 0.04941811040043831, -0.16801609098911285, -0.02470702864229679, -0.04982255399227142, 0.019377702847123146, 0.009884213097393513, -0.007693959400057793, 0.04183054715394974, -0.00976533442735672, 0.21883612871170044, -0.05075952783226967, 0.1607085019350052, 0.05847611650824547, -0.017352959141135216, -0.0007513365126214921, 0.06180921941995621, 0.05997028574347496, 0.04658793285489082, 0.009480604901909828, 0.023740366101264954, -0.022450892254710197, -0.006695089396089315, -0.15932634472846985, 0.01890849508345127, 0.14999441802501678, 0.06301083415746689, 0.024745315313339233, 0.05866100639104843, -0.12775006890296936, -0.12135478109121323, 0.09311001747846603, -0.026755332946777344, 0.00928465835750103, -0.08245618641376495, 0.1358020007610321, 0.14980104565620422, -0.14000412821769714, 0.05256148427724838, -0.06134212389588356, -0.05217423290014267, -0.10388828068971634, -0.12032219022512436, -0.05887215584516525, -0.053666237741708755, 0.002330566756427288, -0.03760887682437897, 0.054546963423490524, 0.03344334661960602, -0.009351172484457493, -0.00022941511997487396, 0.13597318530082703, -0.019751882180571556, -0.0028988157864660025, 0.048313532024621964, 0.03693558648228645, 0.02373051457107067, -0.05275435373187065, 0.02940409444272518, 0.02539868652820587, 0.032232340425252914, 0.06546790152788162, 0.033412106335163116, -0.047448933124542236, 0.03804153576493263, -0.0025254099164158106, -0.11207924783229828, 0.019641218706965446, -0.00460948096588254, -0.0742158442735672, 0.1268945336341858, 0.0407399944961071, 0.010224059224128723, -0.03741471841931343, 0.24361543357372284, -0.06653323769569397, -0.06378097087144852, -0.13251738250255585, 0.10491154342889786, -0.0027236645109951496, 0.06476365029811859, 0.023412218317389488, -0.1284150779247284, 0.005243356805294752, 0.13858191668987274, 0.12181595712900162, 0.0045748427510261536, 0.009228081442415714, 0.0518609918653965, 0.0025186820421367884, -0.06998204439878464, 0.054019294679164886, 0.06992026418447495, 0.12919506430625916, -0.07847554981708527, 0.07680778950452805, 0.0006860480643808842, -0.08370215445756912, -0.02947772853076458, 0.11312682181596756, -0.0409729965031147, 0.03491825982928276, -0.047444481402635574, 0.10916327685117722, -0.05787910893559456, -0.29412412643432617, 0.02350960113108158, -0.09588567912578583, -0.15202060341835022, -0.018367812037467957, 0.05944539234042168, -0.02624768204987049, 0.018029648810625076, 0.06971040368080139, -0.06011629104614258, 0.20098382234573364, 0.0335683599114418, -0.07864278554916382, -0.0664360448718071, 0.04837050288915634, -0.06564252078533173, 0.2949807047843933, 0.008418165147304535, 0.02863333560526371, 0.10770907253026962, -0.03253700211644173, -0.18271861970424652, 0.010723991319537163, 0.1133992001414299, -0.08056149631738663, 0.08200647681951523, 0.19000613689422607, -0.012578671798110008, 0.1209007054567337, 0.05294662341475487, -0.047376248985528946, 0.04217283055186272, -0.03389401361346245, -0.051268599927425385, -0.10752558708190918, 0.058453381061553955, -0.05909625440835953, 0.15447644889354706, 0.10152646154165268, -0.05671518296003342, -0.004550917539745569, -0.05555408447980881, 0.04875178262591362, 0.01804669201374054, 0.12263146042823792, 0.02951994352042675, -0.1865430772304535, 0.032826557755470276, -0.01144319772720337, 0.10186848044395447, -0.25588861107826233, -0.08421015739440918, 0.08833149075508118, -0.011924264021217823, -0.05105875805020332, 0.10560628771781921, 0.057650718837976456, 0.04243382066488266, -0.043439045548439026, -0.10480839014053345, -0.02186836116015911, 0.14663739502429962, -0.1469624787569046, -0.025013303384184837 ]

[ "Taxi-v3", "q-learning", "reinforcement-learning", "custom-implementation", "model-index", "region:us" ]

[]

[]

[ "# Q-Learning Agent playing1 Taxi-v3\n This is a trained model of a Q-Learning agent playing Taxi-v3 .\n\n ## Usage" ]

[ "TAGS\n#Taxi-v3 #q-learning #reinforcement-learning #custom-implementation #model-index #region-us \n", "# Q-Learning Agent playing1 Taxi-v3\n This is a trained model of a Q-Learning agent playing Taxi-v3 .\n\n ## Usage" ]

[ 32, 33 ]

[ "passage: TAGS\n#Taxi-v3 #q-learning #reinforcement-learning #custom-implementation #model-index #region-us \n# Q-Learning Agent playing1 Taxi-v3\n This is a trained model of a Q-Learning agent playing Taxi-v3 .\n\n ## Usage" ]

[ 0.048862796276807785, -0.16549694538116455, -0.005485367961227894, 0.02960980497300625, 0.1345081776380539, -0.01784728653728962, 0.11895976960659027, 0.07759871333837509, -0.07461097836494446, -0.055395450443029404, 0.1418241262435913, 0.09088201075792313, 0.055222880095243454, 0.05699880048632622, 0.09511256217956543, -0.27440664172172546, 0.048217080533504486, -0.02918700873851776, 0.05621987581253052, 0.11878681182861328, 0.0670095682144165, -0.040441032499074936, 0.061956584453582764, 0.11818158626556396, -0.1018151044845581, -0.007344264071434736, 0.035402704030275345, -0.09440053254365921, 0.17413531243801117, 0.07204403728246689, 0.12337774783372879, 0.05132639780640602, 0.179361954331398, -0.12762396037578583, 0.024310702458024025, -0.0010275895474478602, -0.10138072073459625, -0.03909514099359512, -0.012415820732712746, -0.08349097520112991, 0.03230205550789833, 0.23522862792015076, 0.07199250161647797, 0.06632792949676514, -0.17707863450050354, -0.06584878265857697, -0.04375573247671127, 0.069611094892025, 0.14951466023921967, 0.03758616745471954, -0.033800311386585236, 0.1684885323047638, -0.2564343810081482, 0.05066783353686333, 0.037275806069374084, -0.42313119769096375, 0.017119819298386574, 0.1507398933172226, 0.15090937912464142, 0.06909667700529099, -0.10573802888393402, 0.013512322679162025, 0.051325585693120956, -0.0005318621988408267, 0.024325110018253326, 0.006554204970598221, 0.15601307153701782, 0.08537693321704865, -0.1487821787595749, -0.058576688170433044, 0.17441977560520172, -0.03788546845316887, -0.02613203600049019, -0.039745692163705826, 0.0067160045728087425, -0.06427708268165588, -0.004067842848598957, -0.1777995079755783, 0.00734262028709054, 0.06666424125432968, -0.014348524622619152, 0.014901017770171165, -0.035522811114788055, -0.0966939702630043, -0.023098144680261612, -0.08592145889997482, 0.01677769608795643, -0.006319406442344189, -0.10187895596027374, 0.05002119392156601, -0.061138734221458435, 0.0014382408699020743, -0.05123179033398628, -0.15047866106033325, -0.049055423587560654, -0.03481535613536835, 0.1474713832139969, -0.0044205985032022, -0.01873963139951229, -0.03164304047822952, 0.15474793314933777, 0.049551334232091904, -0.05370146036148071, 0.05625450983643532, 0.07605006545782089, 0.23867930471897125, 0.10401605814695358, 0.10196955502033234, -0.06798075139522552, 0.10180158913135529, -0.12330973148345947, -0.08915644884109497, -0.17508824169635773, 0.11820860952138901, 0.00015364694991149008, 0.1317785084247589, -0.12023144960403442, 0.07898581773042679, -0.067511186003685, 0.013453764840960503, 0.01636839471757412, 0.0820009782910347, -0.012399360537528992, 0.10676060616970062, -0.005061192903667688, -0.06941985338926315, 0.014177112840116024, 0.05935845896601677, 0.03754841163754463, -0.038601722568273544, -0.03192409873008728, -0.05762290954589844, -0.05065649375319481, -0.10128600150346756, -0.06447898596525192, 0.018573462963104248, -0.007677143905311823, -0.1833900660276413, -0.06407523155212402, 0.00897200871258974, 0.015712225809693336, -0.03988850116729736, -0.05148044601082802, -0.15265507996082306, -0.042461175471544266, -0.015450406819581985, -0.03500641882419586, -0.06214277446269989, -0.0383245050907135, 0.046435944736003876, -0.07560601085424423, 0.013364278711378574, 0.023342855274677277, 0.05405820533633232, -0.025881100445985794, 0.06068144738674164, -0.08357544988393784, 0.09493788331747055, -0.1540430635213852, -0.03271956741809845, -0.025445878505706787, -0.041183918714523315, 0.1752462536096573, 0.06099751964211464, -0.015994304791092873, 0.15260063111782074, -0.17141541838645935, -0.058121129870414734, 0.15596486628055573, 0.008629098534584045, -0.09967197477817535, -0.003560945624485612, -0.09397093951702118, 0.1428760588169098, 0.08571921288967133, 0.2478504776954651, 0.12005335837602615, -0.22748184204101562, 0.055358242243528366, 0.12515293061733246, -0.14365963637828827, 0.10365243256092072, 0.07344598323106766, 0.005470725707709789, -0.18886831402778625, -0.06843198090791702, -0.06121627986431122, 0.1053021252155304, -0.08522345870733261, -0.0776243582367897, 0.09323626756668091, -0.05086790770292282, 0.24641476571559906, -0.028281206265091896, 0.06174173951148987, -0.026681531220674515, -0.1389324963092804, -0.01723906397819519, 0.060955192893743515, 0.05258452147245407, -0.024835573509335518, -0.25895482301712036, 0.13646544516086578, 0.048650871962308884, 0.025074828416109085, 0.004106190986931324, -0.05691491439938545, 0.016934165731072426, 0.1511998474597931, 0.020012924447655678, 0.13717477023601532, 0.027723990380764008, 0.0706823319196701, -0.006239562761038542, -0.10560829937458038, -0.04169593006372452, 0.061916545033454895, -0.08518962562084198, -0.06641357392072678, 0.011197872459888458, -0.06935211271047592, -0.11783787608146667, -0.12166737765073776, -0.026334572583436966, -0.02980303019285202, -0.07444227486848831, 0.02368103712797165, 0.06536602973937988, -0.06702698022127151, -0.0023908785078674555, 0.007125476840883493, -0.011537045240402222, 0.16434046626091003, 0.011393417604267597, -0.007796820718795061, 0.1328643560409546, -0.11533161997795105, 0.12461213022470474, 0.049438029527664185, -0.024806302040815353, -0.04662557691335678, 0.0014137453399598598, -0.057529181241989136, 0.029044216498732567, -0.04390640929341316, 0.02774495631456375, 0.20111067593097687, 0.02772962674498558, 0.11389166116714478, -0.0656520202755928, 0.04385066404938698, -0.007961965166032314, -0.009693224914371967, 0.018563594669103622, 0.07608018070459366, 0.07813210040330887, -0.1324140727519989, 0.02262016013264656, 0.22455167770385742, 0.1385764330625534, 0.18313980102539062, -0.010877152904868126, 0.06325667351484299, -0.04875868931412697, 0.027505528181791306, 0.024100203067064285, 0.10314226150512695, -0.10732068121433258, -0.0322517491877079, -0.025407759472727776, 0.023599207401275635, -0.08197105675935745, -0.1055799350142479, -0.090115025639534, 0.01222382951527834, -0.03125503659248352, -0.15570329129695892, 0.13300658762454987, -0.10451057553291321, 0.01802753657102585, 0.04692702740430832, -0.22163605690002441, 0.11530312895774841, 0.014291439205408096, -0.10303618758916855, 0.11281087249517441, -0.12051989883184433, -0.08699832111597061, -0.05777236074209213, -0.18658851087093353, 0.05280197039246559, 0.04673841595649719, 0.05166793242096901, -0.18521739542484283, 0.024835903197526932, 0.05545609071850777, 0.13426995277404785, -0.09743253141641617, -0.07142634689807892, -0.15038461983203888, 0.016068490222096443, -0.033661190420389175, -0.16029728949069977, -0.005609163548797369, -0.032781440764665604, -0.18849676847457886, -0.04539939761161804, -0.15086813271045685, -0.034627582877874374, 0.20464378595352173, 0.026907702907919884, 0.09480511397123337, -0.07926445454359055, 0.3802889585494995, -0.042039383202791214, -0.06146497279405594, -0.01321389526128769, -0.07072482258081436, 0.02512686513364315, 0.13271741569042206, 0.0036099457647651434, -0.017886579036712646, -0.0037857077550143003, 0.0024592927657067776, -0.06234965845942497, -0.13400450348854065, 0.0028710351325571537, 0.03905198723077774, 0.1874423623085022, 0.004639793653041124, 0.06659388542175293, 0.03133883699774742, 0.057546284049749374, 0.07748064398765564, 0.030926106497645378, 0.0011591583024710417, -0.01591806672513485, 0.06604493409395218, -0.11684755235910416, 0.042466625571250916, -0.030429253354668617, -0.10143838077783585, -0.013183288276195526, 0.07950251549482346, 0.12755028903484344, 0.17849206924438477, -0.04790908098220825, 0.17489230632781982, 0.13580141961574554, 0.16576050221920013, 0.049315933138132095, -0.020801831036806107, -0.08773037046194077, -0.06118565797805786, 0.004774159751832485, -0.031952597200870514, 0.04869702458381653, 0.3231290578842163, 0.037619613111019135, -0.09036035090684891, 0.11149907857179642, 0.009480619803071022, 0.05359881371259689, 0.022797370329499245, -0.11162138730287552, 0.11170321702957153, 0.07968773692846298, -0.06341761350631714, -0.07602835446596146, 0.16758501529693604, -0.1109386757016182, -0.26646625995635986, -0.11410990357398987, -0.012305386364459991, 0.07903840392827988, 0.005651174578815699, 0.05498376116156578, -0.11829282343387604, -0.16034497320652008, -0.034191906452178955, 0.1335442066192627, -0.3077351450920105, 0.2065143585205078, -0.0198091771453619, 0.06707923114299774, -0.039657969027757645, -0.07026876509189606, 0.09694647043943405, 0.13174086809158325, 0.29124146699905396, 0.01396956667304039, 0.04841272905468941, -0.15176129341125488, -0.0976925864815712, 0.0018439020495861769, 0.015482662245631218, -0.02563396655023098, 0.028520405292510986, -0.0540912002325058, 0.008404579944908619, -0.018086453899741173, 0.2102297693490982, -0.11316607892513275, 0.004344627261161804, -0.06968966871500015, -0.11707738786935806, 0.19409789144992828, -0.07178345322608948, -0.04543264955282211, -0.14959357678890228, -0.15512511134147644, -0.004174166824668646, -0.02413962036371231, -0.019664527848362923, -0.17603960633277893, -0.18804074823856354, -0.05204557999968529, -0.005645004566758871, -0.003464865731075406, 0.05867868289351463, -0.07517234236001968, -0.04805335775017738, 0.1009904220700264, -0.07743175327777863, -0.056063808500766754, -0.1103200614452362, 0.1391381323337555, 0.06248528137803078, 0.16743235290050507, 0.05907081440091133, 0.0006117874872870743, 0.11471151560544968, -0.02913086675107479, 0.11103474348783493, -0.11291708797216415, -0.17145049571990967, -0.08334989100694656, -0.018775060772895813, 0.09519003331661224, -0.04789286106824875, 0.0028788831550627947, 0.2550160884857178, 0.14880181849002838, -0.0897710770368576, 0.27680760622024536, 0.04414956644177437, -0.09375058114528656, -0.18432219326496124, -0.15961645543575287, 0.03759992495179176, 0.060025621205568314, 0.13095876574516296, -0.057205069810152054, -0.08483537286520004, -0.08492398262023926, -0.07478608191013336, -0.13140805065631866, -0.24232175946235657, -0.030598774552345276, 0.22874866425991058, 0.08656918257474899, 0.08219650387763977, -0.012482990510761738, -0.01186054851859808, 0.00526038184762001, 0.02680150233209133, 0.12018456310033798, -0.13341329991817474, 0.11107480525970459, 0.022198403254151344, 0.044267985969781876, 0.009712530300021172, 0.07929777354001999, 0.03375575691461563, -0.003218587953597307, -0.0006439819699153304, -0.0988350659608841, -0.2596651017665863, 0.0816885456442833, -0.01623627357184887, -0.09960969537496567, 0.014988959766924381, 0.02061903104186058, -0.2089255303144455, 0.011128270998597145, -0.019883770495653152, -0.03150356933474541, -0.06483490765094757, -0.10664787143468857, -0.056551624089479446, 0.04928823933005333, 0.10853826254606247, 0.011660109274089336, 0.05354316532611847, -0.0404130220413208, 0.07917837053537369, 0.0826287642121315, 0.15132710337638855, 0.06795957684516907, -0.190711110830307, -0.10953907668590546, -0.0414445661008358, 0.12121522426605225, -0.12505418062210083, 0.036917757242918015, 0.053161121904850006, -0.016534561291337013, 0.14621229469776154, 0.1070784479379654, -0.07452095299959183, 0.11915595084428787, 0.08904775977134705, -0.04094788804650307, -0.23367151618003845, -0.07120766490697861, 0.11133213341236115, 0.07195597887039185, -0.03961895406246185, 0.018120890483260155, -0.04960581287741661, -0.013980977237224579, 0.048759616911411285, -0.0538676381111145, -0.07230538129806519, 0.004421027842909098, 0.1247575581073761, 0.1029362753033638, -0.04655474051833153, 0.01296416949480772, 0.037371400743722916, 0.003788623260334134, 0.04730486497282982, 0.0407949760556221, -0.08269952982664108, -0.04124005511403084, 0.02782733179628849, 0.37552911043167114, -0.010165480896830559, -0.020456433296203613, 0.018555615097284317, -0.19949445128440857, 0.09135842323303223, 0.13205479085445404, 0.04697350412607193, 0.004247748292982578, -0.08139242231845856, 0.026877427473664284, -0.010625290684401989, 0.09936143457889557, -0.07806670665740967, -0.05493134260177612, -0.21631066501140594, -0.025010565295815468, 0.017490221187472343, 0.24077683687210083, -0.08458559215068817, -0.12801732122898102, -0.20628872513771057, 0.13128381967544556, -0.11333390325307846, -0.03695881739258766, -0.024473199620842934, 0.03926658630371094, -0.01989821158349514, 0.06291737407445908, -0.0710630789399147, 0.006373001262545586, -0.11024709790945053, 0.055267609655857086, 0.04204455390572548, 0.1229788213968277, 0.014207782223820686, 0.02016810141503811, 0.05822525918483734, -0.01837925612926483, 0.07173580676317215, -0.06203491613268852, -0.04550490900874138, 0.14224006235599518, -0.020255116745829582, -0.04152837023139, -0.0483345128595829, -0.036874305456876755, 0.11981741338968277, -0.05059147998690605, -0.007141099311411381, -0.054929375648498535, -0.06906463205814362, 0.03462086617946625, -0.009175732731819153, -0.008798843249678612, 0.06801853328943253, 0.04024988040328026, -0.026994358748197556, 0.005263668950647116, 0.03447828069329262, -0.10330043733119965, -0.04955084249377251, 0.16955432295799255, -0.0749620869755745, 0.10274054110050201, -0.031069839373230934, 0.018015999346971512, 0.005847334861755371, -0.022399673238396645, -0.015360680408775806, -0.1457086056470871, -0.06137600541114807, -0.09489979594945908, 0.11565322428941727, 0.08146517723798752, 0.03358805552124977, 0.04274565726518631, 0.019532648846507072, -0.04414922371506691, -0.038583990186452866, 0.12961317598819733, 0.08133101463317871, 0.012996876612305641, 0.01137041300535202, 0.01941833831369877, -0.020302120596170425, 0.0028480992186814547, -0.01250747125595808, -0.07239153981208801, -0.05874783173203468, 0.09400010108947754, 0.1600283533334732, -0.06127211079001427, -0.13325586915016174, -0.020593497902154922, 0.04988488554954529, 0.0014717020094394684, -0.08777432143688202, 0.04833676666021347, 0.15805292129516602, -0.05623878911137581, 0.03216489031910896, -0.09984751045703888, -0.07263360917568207, -0.16060975193977356, -0.10029061883687973, -0.06092562898993492, -0.28350353240966797, 0.09752398729324341, 0.006392303854227066, -0.014731393195688725, 0.059529416263103485, 0.051305368542671204, -0.052508849650621414, 0.07068239152431488, -0.18146829307079315, -0.007054794579744339, 0.03497592359781265, -0.13212306797504425, 0.02475893869996071, -0.2378365397453308, 0.10198072344064713, -0.04623803123831749, -0.1519704908132553, -0.04004510119557381, 0.0641569048166275, -0.09540136158466339, -0.01822364516556263, -0.0475153923034668, -0.01922670193016529, 0.01624443754553795, -0.009348669089376926, -0.031147832050919533, 0.13716529309749603, 0.02827494591474533, -0.03268734738230705, 0.005254602525383234, 0.0223685409873724, 0.03955082967877388, -0.0969657450914383, -0.05986930429935455, 0.08311155438423157, -0.031056145206093788, 0.14728976786136627, 0.000341245875461027, 0.04181376099586487, -0.06758682429790497, 0.2593761384487152, 0.2023983597755432, -0.12479214370250702, 0.008118697442114353, -0.021801479160785675, 0.012670028023421764, -0.041751839220523834, 0.13110700249671936, 0.013386172242462635, 0.12186761200428009, -0.17513342201709747, -0.01036517322063446, -0.0818324014544487, -0.04501292482018471, 0.06702108681201935, 0.14714950323104858, 0.15742522478103638, 0.03436789661645889, -0.07328428328037262, 0.06722653657197952, -0.30119743943214417, 0.20540550351142883, -0.1346001923084259, -0.01498429011553526, -0.040251150727272034, -0.058389630168676376, 0.061147745698690414, 0.11309876292943954, 0.10832664370536804, -0.021150551736354828, -0.0905047357082367, -0.04486766457557678, -0.039378076791763306, -0.13019338250160217, -0.02718670479953289, 0.1654091775417328, 0.06799814850091934, 0.31520840525627136, -0.017577875405550003, 0.07702425122261047, 0.034410297870635986, 0.06451138854026794, 0.004519328009337187, 0.09537279605865479, 0.07960964739322662, -0.06345855444669724, -0.07373003661632538, -0.001637450186535716, 0.05033271387219429, 0.14567798376083374, -0.03826142102479935, -0.18691548705101013, 0.15858715772628784, 0.07192251086235046, -0.13762691617012024, -0.05777517706155777, 0.08409425616264343, -0.0739973932504654, 0.0550808347761631, 0.08115427941083908, 0.015876613557338715, -0.017793258652091026, -0.004664506763219833, 0.06074233725667, 0.024694660678505898, -0.02343848906457424, 0.003570882137864828, -0.08337053656578064, -0.04151543974876404, 0.07267895340919495, -0.0844460055232048, -0.20546193420886993, -0.0957019031047821, -0.07551700621843338, 0.030557552352547646, -0.0649830624461174, 0.12575586140155792, 0.1717868149280548, 0.0593598335981369, -0.03307248651981354, -0.10721943527460098, -0.035562749952077866, 0.07602505385875702, -0.044773899018764496, -0.09409699589014053 ]

[ "transformers", "pytorch", "llama", "text-generation", "conversational", "license:other", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "region:us" ]

[]

[]

[ "### Code", "### NLP\n\n\n!NLP Performance Radar\n\n\n \n\nRequirements\n------------\n\n\n* python>=3.8\n* pytorch>=2.0.0\n* transformers>=4.33.2\n* Sentencepiece\n* CUDA 11.4\n\n\nInference String Format\n-----------------------\n\n\nThe inference string is a concatenated string formed by combining conversation data(system, human and bot contents) in the training data format. It is used as input during the inference process.\nHere are examples of prompts used to request the model:\n\n\nMulti-Round with System Prompt:\n\n\nSingle-Round without System Prompt:\n\n\nIn this format, the system section is optional and the conversation can be either single-turn or multi-turn. When applying inference, you always make your input string end with \"<s>bot\" to ask the model generating answers.\n\n\nFor example, the format used to infer HumanEval is like the following:\n\n\nSpecifically, we also add the Programming Language Tag (e.g. \"\" for Python) used by CodeGeex models.\n\n\nQuickstart\n----------\n\n\n\n模型简介\n----\n\n\nCodeFuse-DeepSeek-33B 是一个通过QLoRA对基座模型DeepSeek-Coder-33B进行多代码任务微调而得到的代码大模型。\n \n\n\n\n新闻\n--\n\n\n2024-01-12 CodeFuse-DeepSeek-33B模型发布，模型在HumanEval pass@1指标为78.65% (贪婪解码)。\n\n\n2023-11-10 开源了CodeFuse-CodeGeeX2-6B模型，在HumanEval pass@1(greedy decoding)上可以达到48.12%, 比CodeGeeX2提高了9.22%的代码能力（HumanEval）\n\n\n2023-10-20 公布了CodeFuse-QWen-14B技术文档，感兴趣详见微信公众号CodeFuse文章：URL\n\n\n2023-10-16开源了CodeFuse-QWen-14B模型，在HumanEval pass@1(greedy decoding)上可以达到48.78%, 比Qwen-14b提高了16%的代码能力（HumanEval）\n\n\n2023-09-27开源了CodeFuse-StarCoder-15B模型，在HumanEval pass@1(greedy decoding)上可以达到54.9%, 比StarCoder提高了21%的代码能力（HumanEval）\n\n\n2023-09-26 CodeFuse-CodeLlama-34B 4bits量化版本发布，量化后模型在HumanEval pass@1指标为73.8% (贪婪解码)。\n\n\n2023-09-11 CodeFuse-CodeLlama-34B发布，HumanEval pass@1指标达到74.4% (贪婪解码), 为当前开源SOTA。\n\n\n \n\n代码社区\n----\n\n\n大本营： URL （请支持我们的项目Star + Fork + Watch）\n\n\n* 如果您想自己微调该模型，可以访问 MFTCoder\n* 如果您想观看该模型示例，可以访问 CodeFuse Demo\n\n\n \n\n评测表现\n----", "### 代码", "### NLP\n\n\n!NLP Performance Radar\n\n\nRequirements\n------------\n\n\n* python>=3.8\n* pytorch>=2.0.0\n* transformers>=4.33.2\n* Sentencepiece\n* CUDA 11.4\n\n\n推理数据格式\n------\n\n\n推理数据为模型在训练数据格式下拼接的字符串形式，它也是推理时输入prompt拼接的方式. 下面分别是带系统提示的多轮会话格式和不带系统提示的单轮会话格式：\n\n\n带System提示的多轮会话格式:\n\n\n不带System提示的单轮会话格式:\n\n\n在这个格式中，System提示是可选的（按需设定），支持单轮会话也支持多轮会话。推理时，请确保拼接的prompt字符串以\"<s>bot\\n\"结尾，引导模型生成回答。\n\n\n例如，推理HumanEval数据时使用的格式如下所示：\n\n\n特别地，我们也使用了CodeGeeX系列模型采用的编程语言区分标签（例如，对于Python语言，我们会使用\"\"）。\n\n\n快速使用\n----" ]

[ "TAGS\n#transformers #pytorch #llama #text-generation #conversational #license-other #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n", "### Code", "### NLP\n\n\n!NLP Performance Radar\n\n\n \n\nRequirements\n------------\n\n\n* python>=3.8\n* pytorch>=2.0.0\n* transformers>=4.33.2\n* Sentencepiece\n* CUDA 11.4\n\n\nInference String Format\n-----------------------\n\n\nThe inference string is a concatenated string formed by combining conversation data(system, human and bot contents) in the training data format. It is used as input during the inference process.\nHere are examples of prompts used to request the model:\n\n\nMulti-Round with System Prompt:\n\n\nSingle-Round without System Prompt:\n\n\nIn this format, the system section is optional and the conversation can be either single-turn or multi-turn. When applying inference, you always make your input string end with \"<s>bot\" to ask the model generating answers.\n\n\nFor example, the format used to infer HumanEval is like the following:\n\n\nSpecifically, we also add the Programming Language Tag (e.g. \"\" for Python) used by CodeGeex models.\n\n\nQuickstart\n----------\n\n\n\n模型简介\n----\n\n\nCodeFuse-DeepSeek-33B 是一个通过QLoRA对基座模型DeepSeek-Coder-33B进行多代码任务微调而得到的代码大模型。\n \n\n\n\n新闻\n--\n\n\n2024-01-12 CodeFuse-DeepSeek-33B模型发布，模型在HumanEval pass@1指标为78.65% (贪婪解码)。\n\n\n2023-11-10 开源了CodeFuse-CodeGeeX2-6B模型，在HumanEval pass@1(greedy decoding)上可以达到48.12%, 比CodeGeeX2提高了9.22%的代码能力（HumanEval）\n\n\n2023-10-20 公布了CodeFuse-QWen-14B技术文档，感兴趣详见微信公众号CodeFuse文章：URL\n\n\n2023-10-16开源了CodeFuse-QWen-14B模型，在HumanEval pass@1(greedy decoding)上可以达到48.78%, 比Qwen-14b提高了16%的代码能力（HumanEval）\n\n\n2023-09-27开源了CodeFuse-StarCoder-15B模型，在HumanEval pass@1(greedy decoding)上可以达到54.9%, 比StarCoder提高了21%的代码能力（HumanEval）\n\n\n2023-09-26 CodeFuse-CodeLlama-34B 4bits量化版本发布，量化后模型在HumanEval pass@1指标为73.8% (贪婪解码)。\n\n\n2023-09-11 CodeFuse-CodeLlama-34B发布，HumanEval pass@1指标达到74.4% (贪婪解码), 为当前开源SOTA。\n\n\n \n\n代码社区\n----\n\n\n大本营： URL （请支持我们的项目Star + Fork + Watch）\n\n\n* 如果您想自己微调该模型，可以访问 MFTCoder\n* 如果您想观看该模型示例，可以访问 CodeFuse Demo\n\n\n \n\n评测表现\n----", "### 代码", "### NLP\n\n\n!NLP Performance Radar\n\n\nRequirements\n------------\n\n\n* python>=3.8\n* pytorch>=2.0.0\n* transformers>=4.33.2\n* Sentencepiece\n* CUDA 11.4\n\n\n推理数据格式\n------\n\n\n推理数据为模型在训练数据格式下拼接的字符串形式，它也是推理时输入prompt拼接的方式. 下面分别是带系统提示的多轮会话格式和不带系统提示的单轮会话格式：\n\n\n带System提示的多轮会话格式:\n\n\n不带System提示的单轮会话格式:\n\n\n在这个格式中，System提示是可选的（按需设定），支持单轮会话也支持多轮会话。推理时，请确保拼接的prompt字符串以\"<s>bot\\n\"结尾，引导模型生成回答。\n\n\n例如，推理HumanEval数据时使用的格式如下所示：\n\n\n特别地，我们也使用了CodeGeeX系列模型采用的编程语言区分标签（例如，对于Python语言，我们会使用\"\"）。\n\n\n快速使用\n----" ]

[ 55, 3, 656, 4, 244 ]

[ "passage: TAGS\n#transformers #pytorch #llama #text-generation #conversational #license-other #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n### Code" ]

[ -0.014716224744915962, 0.09479115903377533, -0.006024946924299002, 0.028066543862223625, 0.15181437134742737, 0.008880098350346088, 0.1448098123073578, 0.13056795299053192, -0.0027545017655938864, -0.027661440894007683, 0.11222843825817108, 0.25773561000823975, 0.003814495401456952, 0.022758936509490013, -0.09409741312265396, -0.20558738708496094, 0.022839395329356194, 0.045865222811698914, 0.08595702797174454, 0.0906195417046547, 0.08960901200771332, -0.05579639598727226, 0.08679971843957901, -0.02234443463385105, -0.09692413359880447, 0.042372602969408035, 0.037857845425605774, -0.11800608783960342, 0.11502733826637268, 0.05496708303689957, 0.0842704176902771, 0.03508802503347397, -0.027493132278323174, -0.20681439340114594, 0.017329776659607887, -0.014660377986729145, -0.07969305664300919, 0.033843185752630234, 0.04502531886100769, -0.05974075198173523, 0.09942198544740677, 0.10127915441989899, -0.006936277262866497, 0.07416248321533203, -0.13730356097221375, -0.025087080895900726, -0.03512338548898697, 0.007096898276358843, 0.0931519865989685, 0.10127768665552139, 0.011360389180481434, 0.12352612614631653, -0.0740976333618164, 0.09553436934947968, 0.0807577446103096, -0.36990731954574585, 0.025530492886900902, 0.15080218017101288, 0.0649719163775444, 0.04469820111989975, -0.061469633132219315, 0.05773407593369484, 0.05697779357433319, 0.00041488726856186986, 0.0057633500546216965, -0.08905757963657379, -0.11136815696954727, 0.06814217567443848, -0.0714704617857933, -0.07805308699607849, 0.1985936015844345, -0.05951046198606491, 0.043585024774074554, -0.032115284353494644, -0.07108251750469208, -0.07358687371015549, -0.026646848767995834, 0.0506332665681839, -0.027178224176168442, 0.11063794046640396, 0.048688795417547226, -0.04324180632829666, -0.144440159201622, -0.02185235731303692, -0.17594169080257416, 0.10247395187616348, 0.026413625106215477, 0.04038837179541588, -0.198526993393898, 0.07536870986223221, 0.05882270261645317, -0.10441382229328156, -0.012929718941450119, -0.045409709215164185, 0.0803125724196434, 0.009744949638843536, -0.05631628632545471, -0.011562955565750599, 0.12088078260421753, 0.14907152950763702, 0.016806699335575104, 0.009602857753634453, -0.07588924467563629, 0.09485074132680893, -0.009598609991371632, 0.06419490277767181, 0.042381320148706436, -0.004709464963525534, 0.05514775589108467, -0.11822621524333954, 0.05335945263504982, -0.05707096308469772, -0.19737593829631805, -0.01261440571397543, -0.0061161392368376255, 0.13819481432437897, -0.0010702203726395965, 0.08941183984279633, -0.04764709621667862, 0.01694078929722309, 0.07054802030324936, -0.09693251550197601, 0.007235904689878225, 0.02258058451116085, 0.04019502177834511, 0.03297526761889458, 0.010823136195540428, 0.02004430629312992, -0.11135298758745193, 0.033773023635149, -0.07211226224899292, -0.011761275120079517, -0.06451694667339325, -0.043201278895139694, 0.04848627746105194, -0.07240911573171616, 0.013389448635280132, -0.13504253327846527, -0.16265754401683807, 0.016840381547808647, 0.006249729543924332, -0.0186756681650877, -0.043961286544799805, -0.050662994384765625, -0.046320684254169464, 0.014624637551605701, -0.07291344553232193, -0.05008341372013092, -0.07795699685811996, 0.10227950662374496, -0.02868100441992283, 0.04603936895728111, -0.15477602183818817, 0.07050671428442001, -0.11860441416501999, -0.005583525635302067, -0.013957299292087555, 0.041822098195552826, -0.029583653435111046, 0.09227102249860764, -0.000805335643235594, -0.006997889839112759, -0.028377624228596687, 0.06125180795788765, -0.0361526682972908, 0.18918435275554657, -0.1440107226371765, -0.07843828201293945, 0.23297472298145294, -0.08111386001110077, -0.17147280275821686, 0.07877665013074875, -0.00564511027187109, 0.03930824249982834, 0.07262928783893585, 0.20300354063510895, 0.03377463296055794, -0.08516329526901245, 0.07864326238632202, 0.12478803843259811, -0.0667872205376625, -0.15714265406131744, 0.027166549116373062, -0.055829498916864395, -0.06043929606676102, 0.06079784035682678, 0.057687126100063324, 0.04079199582338333, -0.018100788816809654, -0.07650356739759445, -0.038516171276569366, -0.009311852976679802, -0.005464407615363598, 0.0066190119832754135, 0.06086193025112152, -0.05710221827030182, 0.000679491029586643, 0.01728496327996254, 0.01062643900513649, -0.019885433837771416, 0.03330477327108383, -0.0887884795665741, 0.08514732122421265, 0.04047030955553055, 0.028807366266846657, -0.1393473595380783, -0.032127734273672104, -0.016432534903287888, 0.09875119477510452, 0.024743616580963135, 0.07963584363460541, 0.02027064934372902, -0.009885936044156551, 0.009870662353932858, 0.015591723844408989, 0.15907759964466095, 0.0047269780188798904, -0.05804547294974327, -0.07341016083955765, 0.04020007699728012, -0.04703819006681442, 0.04026389122009277, -0.07542353123426437, 0.02233351767063141, 0.03775416687130928, 0.08768070489168167, -0.028906870633363724, 0.05348202958703041, -0.017350969836115837, 0.03775010630488396, -0.10081803053617477, 0.02937227115035057, 0.10366753488779068, 0.019248811528086662, -0.07471467554569244, 0.19543549418449402, -0.18117211759090424, 0.19516035914421082, 0.1891903430223465, -0.24236315488815308, 0.031935662031173706, -0.08360524475574493, -0.01815204508602619, 0.014953016303479671, 0.04682271555066109, -0.03423098102211952, 0.12208002060651779, -0.001412046723999083, 0.20396167039871216, -0.05984296277165413, -0.03884221613407135, -0.02015049383044243, -0.06679671257734299, -0.01759226992726326, 0.07706693559885025, 0.19517502188682556, -0.11010116338729858, 0.19608451426029205, 0.2189774066209793, 0.015792755410075188, 0.19199298322200775, -0.054939061403274536, -0.004357376601547003, 0.03167875483632088, 0.028401697054505348, -0.01418951153755188, -0.06140752136707306, -0.18493737280368805, -0.019041938707232475, 0.06826569885015488, -0.0023531513288617134, 0.08774177730083466, -0.15707510709762573, -0.07085301727056503, -0.010514793917536736, -0.04396972432732582, -0.00659945560619235, 0.07330530136823654, 0.04646284505724907, 0.11031211912631989, -0.05091498792171478, -0.08766470104455948, 0.11120960861444473, -0.013429693877696991, -0.09415291249752045, 0.18497833609580994, -0.1332586705684662, -0.27275487780570984, -0.20447927713394165, -0.13930317759513855, -0.04643048718571663, 0.033662665635347366, 0.1219082623720169, -0.05102665349841118, -0.02889748476445675, -0.03898587450385094, -0.006368701346218586, -0.06655491143465042, -0.024714473634958267, -0.0765710324048996, 0.06438997387886047, -0.09106584638357162, -0.1383177787065506, -0.07214749604463577, 0.006529000587761402, -0.07582353800535202, 0.10377801209688187, -0.08046982437372208, 0.07191146910190582, 0.20016522705554962, 0.020197657868266106, 0.04306711629033089, -0.054286595433950424, 0.16032281517982483, -0.04209532216191292, -0.025745278224349022, 0.20814594626426697, -0.03262554481625557, 0.07754285633563995, 0.1739788055419922, 0.03437434509396553, -0.10355934500694275, 0.009044291451573372, -0.030331378802657127, -0.08080603927373886, -0.24519161880016327, -0.12930545210838318, -0.13781137764453888, 0.07894985377788544, -0.00041843278449960053, 0.07920405268669128, 0.16113579273223877, 0.0328388512134552, -0.02165657840669155, -0.005958153400570154, 0.012939782813191414, 0.09454730898141861, 0.3071444630622864, -0.022831056267023087, 0.11695606261491776, -0.09134162962436676, -0.12437211722135544, 0.06748352944850922, 0.09974125027656555, 0.10235818475484848, 0.10730358213186264, 0.1417284607887268, 0.05745657905936241, 0.109458789229393, 0.11554564535617828, 0.06917354464530945, 0.026059571653604507, -0.0128870764747262, -0.01884598471224308, -0.047701891511678696, -0.04383677989244461, 0.03938468173146248, 0.005943661089986563, -0.1534896343946457, -0.029103565961122513, -0.10540119558572769, 0.02645592950284481, 0.10071668773889542, 0.046375785022974014, -0.17990241944789886, 0.04254411906003952, 0.09094327688217163, -0.017302745953202248, -0.08499917387962341, 0.11556100845336914, -0.007226492278277874, -0.09324675798416138, 0.06977047026157379, -0.027823256328701973, 0.12268751859664917, -0.05119137465953827, 0.09478563070297241, -0.08867528289556503, -0.09158127754926682, 0.05152679979801178, 0.13223636150360107, -0.31480610370635986, 0.22191748023033142, 0.011616157367825508, -0.02657749131321907, -0.1046130433678627, 0.008676744066178799, -0.00433374335989356, 0.12937606871128082, 0.11491965502500534, -0.023752916604280472, -0.026824727654457092, -0.09706518799066544, 0.008150935173034668, 0.016133712604641914, 0.10971342027187347, -0.025976231321692467, 0.004288826137781143, -0.05973823741078377, -0.006186197977513075, -0.018386470153927803, -0.016754567623138428, 0.009484238922595978, -0.2033403366804123, 0.05927295237779617, 0.09894398599863052, 0.052468638867139816, 0.002678699791431427, -0.001347336103208363, -0.11091993749141693, 0.19082419574260712, -0.13211286067962646, -0.07250300794839859, -0.1004791110754013, -0.1364165097475052, 0.04199579358100891, -0.06874111294746399, 0.058928657323122025, -0.08536459505558014, 0.016893498599529266, -0.08652383834123611, -0.19034679234027863, 0.0910826176404953, -0.07607907801866531, -0.01698780618607998, -0.03560171648859978, 0.1921405792236328, -0.12265437841415405, 0.0052637141197919846, 0.05341840907931328, 0.02771051414310932, -0.08786550909280777, -0.11217855662107468, -0.009433303959667683, -0.001406422583386302, 0.05954356491565704, -0.03252324089407921, -0.1224108338356018, -0.037268780171871185, -0.010329218581318855, -0.05917952209711075, 0.2999487817287445, 0.2187468707561493, -0.05861378833651543, 0.17655757069587708, 0.15678617358207703, -0.134957417845726, -0.33168351650238037, -0.16531243920326233, -0.15095514059066772, -0.04792968928813934, 0.025104276835918427, -0.17139863967895508, 0.04378907009959221, 0.011162204667925835, -0.03908165544271469, 0.10531377792358398, -0.27087315917015076, -0.09717028588056564, 0.16245946288108826, 0.007576015777885914, 0.29650700092315674, -0.16203148663043976, -0.1252691000699997, -0.05245879292488098, -0.19824475049972534, 0.15850113332271576, -0.008757795207202435, 0.12341219931840897, -0.010899278335273266, 0.10099710524082184, 0.03181251510977745, -0.040751487016677856, 0.08509304374456406, 0.0015605260850861669, 0.03247866407036781, -0.1160479336977005, -0.08039996027946472, 0.07399601489305496, 0.01868111453950405, 0.05791741982102394, -0.1531979739665985, 0.023286426439881325, -0.1256178468465805, -0.03750099241733551, -0.06108058989048004, 0.07890970259904861, -0.0025055331643670797, -0.0723038986325264, -0.02844776026904583, -0.05895956978201866, -0.0021860708948224783, -0.008119367994368076, 0.25430750846862793, -0.05905209109187126, 0.16006916761398315, 0.21369293332099915, 0.14833040535449982, -0.12198811769485474, 0.026736101135611534, -0.06996004283428192, -0.07760636508464813, 0.0628414899110794, -0.09501086175441742, 0.037265364080667496, 0.11413941532373428, -0.01953834481537342, 0.08998626470565796, 0.08204205334186554, 0.004428850021213293, -0.0010541359661146998, 0.13432194292545319, -0.20328626036643982, -0.0975344106554985, -0.038580723106861115, 0.03928987309336662, 0.08047710359096527, 0.08452307432889938, 0.15235967934131622, 0.00037002129829488695, -0.009327090345323086, 0.001474428572691977, 0.019680287688970566, -0.04031401127576828, 0.03535119816660881, 0.03397469222545624, 0.0208174679428339, -0.1492328941822052, 0.07379671186208725, 0.030046412721276283, -0.10849732905626297, 0.027652248740196228, 0.14637531340122223, -0.11027547717094421, -0.13618651032447815, -0.04862895607948303, 0.1483180820941925, -0.1847430169582367, -0.048848189413547516, -0.07734422385692596, -0.13340948522090912, 0.06313521414995193, 0.1632358878850937, 0.06480717658996582, 0.11497774720191956, -0.04224463552236557, -0.05750863999128342, -0.01704270951449871, 0.018459530547261238, -0.0789419636130333, 0.00978124514222145, -0.07044193893671036, 0.07344971597194672, -0.015744337812066078, 0.10109684616327286, -0.0676000639796257, -0.07341236621141434, -0.14598681032657623, 0.0490090548992157, -0.13814009726047516, -0.040481384843587875, -0.0829804316163063, -0.024161774665117264, 0.020245717838406563, -0.0107099749147892, -0.06890948116779327, -0.031066907569766045, -0.1309657096862793, 0.0038432476576417685, -0.04645400121808052, 0.08538859337568283, -0.11963433772325516, -0.009406006895005703, 0.06501420587301254, -0.017338646575808525, 0.09781237691640854, 0.051812633872032166, -0.08799107372760773, 0.09450780600309372, -0.17748022079467773, -0.059971172362565994, 0.11138448119163513, 0.04347001388669014, 0.04667762666940689, 0.09432704746723175, 0.011066826991736889, 0.11815443634986877, 0.006419398356229067, 0.0395522303879261, 0.0115228071808815, -0.15092717111110687, -0.0022371248342096806, -0.0069303312338888645, -0.1574215292930603, -0.024384891614317894, -0.056433115154504776, 0.08092036843299866, -0.013386795297265053, 0.1664617657661438, -0.04257618263363838, 0.07705137878656387, -0.06484120339155197, 0.006446958519518375, -0.0054891398176550865, -0.13779881596565247, -0.1164204478263855, -0.11977269500494003, -0.002518631285056472, 0.0011405585100874305, 0.2514675557613373, 0.05467285215854645, -0.041474517434835434, 0.04481711611151695, 0.07786549627780914, 0.06403175741434097, 0.017865223810076714, 0.252556711435318, 0.09304007887840271, -0.029461238533258438, -0.10261604934930801, 0.03601466864347458, -0.012583564035594463, 0.004545318428426981, 0.10284079611301422, 0.060755420476198196, -0.013510146178305149, 0.0849129930138588, 0.07747051864862442, 0.004884149879217148, -0.0874275267124176, -0.13647274672985077, 0.005355523899197578, 0.07830627262592316, -0.05056929215788841, 0.12896236777305603, 0.1772010624408722, -0.05586778745055199, 0.055333711206912994, -0.03259924799203873, -0.038317516446113586, -0.18611907958984375, -0.16189345717430115, -0.0678890123963356, -0.09218407422304153, 0.03022364340722561, -0.0730174109339714, 0.09238692373037338, 0.07723776996135712, 0.04475007578730583, -0.06895385682582855, 0.049559760838747025, 0.018916714936494827, -0.08149933069944382, 0.015497888438403606, -0.03277002274990082, 0.0776696726679802, -0.08763428032398224, -0.0015654037706553936, -0.06456174701452255, -0.05498988553881645, -0.019865509122610092, 0.07166989147663116, 0.008925316855311394, 0.030427947640419006, -0.15969885885715485, -0.07509320974349976, -0.019053271040320396, 0.05036920681595802, 0.006823450326919556, 0.18021629750728607, 0.01384647749364376, -0.01835900917649269, 0.06530740112066269, 0.16194935142993927, -0.0721328929066658, -0.12150059640407562, -0.020176894962787628, 0.2454943209886551, 0.06488897651433945, 0.11302047967910767, -0.018696097657084465, 0.005879201460629702, -0.06359369307756424, 0.36017295718193054, 0.28953471779823303, -0.05755159258842468, 0.02411792427301407, 0.0058403718285262585, 0.044558871537446976, 0.09882339835166931, 0.16070808470249176, 0.08601278066635132, 0.3100587725639343, -0.07103677839040756, -0.027514256536960602, -0.051591143012046814, -0.00938641931861639, -0.1530408412218094, 0.1255580484867096, -0.015984632074832916, -0.08935748785734177, -0.002289040479809046, 0.08944105356931686, -0.209994375705719, 0.10023496299982071, -0.05447563901543617, -0.17133371531963348, -0.02982838824391365, -0.00810319185256958, 0.16420282423496246, 0.00524667464196682, 0.052508339285850525, -0.01989777944982052, -0.05965555086731911, 0.07350297272205353, 0.0032468021381646395, -0.2395874708890915, -0.004351929761469364, 0.045689452439546585, -0.08290106058120728, 0.019568951800465584, -0.011235476471483707, 0.08967099338769913, 0.08514802157878876, 0.07531918585300446, -0.025645490735769272, 0.1292107254266739, 0.04758137837052345, -0.03856822848320007, 0.04328180477023125, -0.06906381994485855, 0.006956453435122967, -0.04149477183818817, 0.027194958180189133, -0.05563168227672577, 0.075407475233078, -0.013891380280256271, -0.04898293316364288, -0.03882455453276634, 0.013285758905112743, -0.06947959214448929, 0.05467653274536133, 0.03800047188997269, -0.01249175239354372, -0.03014686331152916, -0.04558296501636505, -0.010045044124126434, 0.006432196591049433, -0.19045120477676392, -0.07966047525405884, -0.10804365575313568, -0.07226384431123734, 0.10115943849086761, 0.01591714285314083, -0.20092904567718506, 0.011988738551735878, -0.07256118953227997, 0.05508629232645035, -0.207462877035141, 0.06193775311112404, 0.1502080112695694, 0.007425861898809671, -0.002701717196032405, -0.11042651534080505, 0.04479391500353813, 0.040122419595718384, -0.09328794479370117, -0.08583210408687592 ]

[ "transformers", "pytorch", "llama", "text-generation", "conversational", "license:other", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "region:us" ]

[]

[]

[ "### Code", "### NLP\n\n\n!NLP Performance Radar\n\n\n \n\nRequirements\n------------\n\n\n* python>=3.8\n* pytorch>=2.0.0\n* transformers>=4.33.2\n* Sentencepiece\n* CUDA 11.4\n\n\nInference String Format\n-----------------------\n\n\nThe inference string is a concatenated string formed by combining conversation data(system, human and bot contents) in the training data format. It is used as input during the inference process.\nHere are examples of prompts used to request the model:\n\n\nMulti-Round with System Prompt:\n\n\nSingle-Round without System Prompt:\n\n\nIn this format, the system section is optional and the conversation can be either single-turn or multi-turn. When applying inference, you always make your input string end with \"<s>bot\" to ask the model generating answers.\n\n\nFor example, the format used to infer HumanEval is like the following:\n\n\nSpecifically, we also add the Programming Language Tag (e.g. \"\" for Python) used by CodeGeex models.\n\n\nQuickstart\n----------\n\n\n\n模型简介\n----\n\n\nCodeFuse-DeepSeek-33B 是一个通过QLoRA对基座模型DeepSeek-Coder-33B进行多代码任务微调而得到的代码大模型。\n \n\n\n\n新闻\n--\n\n\n2024-01-12 CodeFuse-DeepSeek-33B模型发布，模型在HumanEval pass@1指标为78.65% (贪婪解码)。\n\n\n2023-11-10 开源了CodeFuse-CodeGeeX2-6B模型，在HumanEval pass@1(greedy decoding)上可以达到48.12%, 比CodeGeeX2提高了9.22%的代码能力（HumanEval）\n\n\n2023-10-20 公布了CodeFuse-QWen-14B技术文档，感兴趣详见微信公众号CodeFuse文章：URL\n\n\n2023-10-16开源了CodeFuse-QWen-14B模型，在HumanEval pass@1(greedy decoding)上可以达到48.78%, 比Qwen-14b提高了16%的代码能力（HumanEval）\n\n\n2023-09-27开源了CodeFuse-StarCoder-15B模型，在HumanEval pass@1(greedy decoding)上可以达到54.9%, 比StarCoder提高了21%的代码能力（HumanEval）\n\n\n2023-09-26 CodeFuse-CodeLlama-34B 4bits量化版本发布，量化后模型在HumanEval pass@1指标为73.8% (贪婪解码)。\n\n\n2023-09-11 CodeFuse-CodeLlama-34B发布，HumanEval pass@1指标达到74.4% (贪婪解码), 为当前开源SOTA。\n\n\n \n\n代码社区\n----\n\n\n大本营： URL （请支持我们的项目Star + Fork + Watch）\n\n\n* 如果您想自己微调该模型，可以访问 MFTCoder\n* 如果您想观看该模型示例，可以访问 CodeFuse Demo\n\n\n \n\n评测表现\n----", "### 代码", "### NLP\n\n\n!NLP Performance Radar\n\n\nRequirements\n------------\n\n\n* python>=3.8\n* pytorch>=2.0.0\n* transformers>=4.33.2\n* Sentencepiece\n* CUDA 11.4\n\n\n推理数据格式\n------\n\n\n推理数据为模型在训练数据格式下拼接的字符串形式，它也是推理时输入prompt拼接的方式. 下面分别是带系统提示的多轮会话格式和不带系统提示的单轮会话格式：\n\n\n带System提示的多轮会话格式:\n\n\n不带System提示的单轮会话格式:\n\n\n在这个格式中，System提示是可选的（按需设定），支持单轮会话也支持多轮会话。推理时，请确保拼接的prompt字符串以\"<s>bot\\n\"结尾，引导模型生成回答。\n\n\n例如，推理HumanEval数据时使用的格式如下所示：\n\n\n特别地，我们也使用了CodeGeeX系列模型采用的编程语言区分标签（例如，对于Python语言，我们会使用\"\"）。\n\n\n快速使用\n----" ]

[ "TAGS\n#transformers #pytorch #llama #text-generation #conversational #license-other #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n", "### Code", "### NLP\n\n\n!NLP Performance Radar\n\n\n \n\nRequirements\n------------\n\n\n* python>=3.8\n* pytorch>=2.0.0\n* transformers>=4.33.2\n* Sentencepiece\n* CUDA 11.4\n\n\nInference String Format\n-----------------------\n\n\nThe inference string is a concatenated string formed by combining conversation data(system, human and bot contents) in the training data format. It is used as input during the inference process.\nHere are examples of prompts used to request the model:\n\n\nMulti-Round with System Prompt:\n\n\nSingle-Round without System Prompt:\n\n\nIn this format, the system section is optional and the conversation can be either single-turn or multi-turn. When applying inference, you always make your input string end with \"<s>bot\" to ask the model generating answers.\n\n\nFor example, the format used to infer HumanEval is like the following:\n\n\nSpecifically, we also add the Programming Language Tag (e.g. \"\" for Python) used by CodeGeex models.\n\n\nQuickstart\n----------\n\n\n\n模型简介\n----\n\n\nCodeFuse-DeepSeek-33B 是一个通过QLoRA对基座模型DeepSeek-Coder-33B进行多代码任务微调而得到的代码大模型。\n \n\n\n\n新闻\n--\n\n\n2024-01-12 CodeFuse-DeepSeek-33B模型发布，模型在HumanEval pass@1指标为78.65% (贪婪解码)。\n\n\n2023-11-10 开源了CodeFuse-CodeGeeX2-6B模型，在HumanEval pass@1(greedy decoding)上可以达到48.12%, 比CodeGeeX2提高了9.22%的代码能力（HumanEval）\n\n\n2023-10-20 公布了CodeFuse-QWen-14B技术文档，感兴趣详见微信公众号CodeFuse文章：URL\n\n\n2023-10-16开源了CodeFuse-QWen-14B模型，在HumanEval pass@1(greedy decoding)上可以达到48.78%, 比Qwen-14b提高了16%的代码能力（HumanEval）\n\n\n2023-09-27开源了CodeFuse-StarCoder-15B模型，在HumanEval pass@1(greedy decoding)上可以达到54.9%, 比StarCoder提高了21%的代码能力（HumanEval）\n\n\n2023-09-26 CodeFuse-CodeLlama-34B 4bits量化版本发布，量化后模型在HumanEval pass@1指标为73.8% (贪婪解码)。\n\n\n2023-09-11 CodeFuse-CodeLlama-34B发布，HumanEval pass@1指标达到74.4% (贪婪解码), 为当前开源SOTA。\n\n\n \n\n代码社区\n----\n\n\n大本营： URL （请支持我们的项目Star + Fork + Watch）\n\n\n* 如果您想自己微调该模型，可以访问 MFTCoder\n* 如果您想观看该模型示例，可以访问 CodeFuse Demo\n\n\n \n\n评测表现\n----", "### 代码", "### NLP\n\n\n!NLP Performance Radar\n\n\nRequirements\n------------\n\n\n* python>=3.8\n* pytorch>=2.0.0\n* transformers>=4.33.2\n* Sentencepiece\n* CUDA 11.4\n\n\n推理数据格式\n------\n\n\n推理数据为模型在训练数据格式下拼接的字符串形式，它也是推理时输入prompt拼接的方式. 下面分别是带系统提示的多轮会话格式和不带系统提示的单轮会话格式：\n\n\n带System提示的多轮会话格式:\n\n\n不带System提示的单轮会话格式:\n\n\n在这个格式中，System提示是可选的（按需设定），支持单轮会话也支持多轮会话。推理时，请确保拼接的prompt字符串以\"<s>bot\\n\"结尾，引导模型生成回答。\n\n\n例如，推理HumanEval数据时使用的格式如下所示：\n\n\n特别地，我们也使用了CodeGeeX系列模型采用的编程语言区分标签（例如，对于Python语言，我们会使用\"\"）。\n\n\n快速使用\n----" ]

[ 55, 3, 656, 4, 244 ]

[ "passage: TAGS\n#transformers #pytorch #llama #text-generation #conversational #license-other #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n### Code" ]

[ -0.014716224744915962, 0.09479115903377533, -0.006024946924299002, 0.028066543862223625, 0.15181437134742737, 0.008880098350346088, 0.1448098123073578, 0.13056795299053192, -0.0027545017655938864, -0.027661440894007683, 0.11222843825817108, 0.25773561000823975, 0.003814495401456952, 0.022758936509490013, -0.09409741312265396, -0.20558738708496094, 0.022839395329356194, 0.045865222811698914, 0.08595702797174454, 0.0906195417046547, 0.08960901200771332, -0.05579639598727226, 0.08679971843957901, -0.02234443463385105, -0.09692413359880447, 0.042372602969408035, 0.037857845425605774, -0.11800608783960342, 0.11502733826637268, 0.05496708303689957, 0.0842704176902771, 0.03508802503347397, -0.027493132278323174, -0.20681439340114594, 0.017329776659607887, -0.014660377986729145, -0.07969305664300919, 0.033843185752630234, 0.04502531886100769, -0.05974075198173523, 0.09942198544740677, 0.10127915441989899, -0.006936277262866497, 0.07416248321533203, -0.13730356097221375, -0.025087080895900726, -0.03512338548898697, 0.007096898276358843, 0.0931519865989685, 0.10127768665552139, 0.011360389180481434, 0.12352612614631653, -0.0740976333618164, 0.09553436934947968, 0.0807577446103096, -0.36990731954574585, 0.025530492886900902, 0.15080218017101288, 0.0649719163775444, 0.04469820111989975, -0.061469633132219315, 0.05773407593369484, 0.05697779357433319, 0.00041488726856186986, 0.0057633500546216965, -0.08905757963657379, -0.11136815696954727, 0.06814217567443848, -0.0714704617857933, -0.07805308699607849, 0.1985936015844345, -0.05951046198606491, 0.043585024774074554, -0.032115284353494644, -0.07108251750469208, -0.07358687371015549, -0.026646848767995834, 0.0506332665681839, -0.027178224176168442, 0.11063794046640396, 0.048688795417547226, -0.04324180632829666, -0.144440159201622, -0.02185235731303692, -0.17594169080257416, 0.10247395187616348, 0.026413625106215477, 0.04038837179541588, -0.198526993393898, 0.07536870986223221, 0.05882270261645317, -0.10441382229328156, -0.012929718941450119, -0.045409709215164185, 0.0803125724196434, 0.009744949638843536, -0.05631628632545471, -0.011562955565750599, 0.12088078260421753, 0.14907152950763702, 0.016806699335575104, 0.009602857753634453, -0.07588924467563629, 0.09485074132680893, -0.009598609991371632, 0.06419490277767181, 0.042381320148706436, -0.004709464963525534, 0.05514775589108467, -0.11822621524333954, 0.05335945263504982, -0.05707096308469772, -0.19737593829631805, -0.01261440571397543, -0.0061161392368376255, 0.13819481432437897, -0.0010702203726395965, 0.08941183984279633, -0.04764709621667862, 0.01694078929722309, 0.07054802030324936, -0.09693251550197601, 0.007235904689878225, 0.02258058451116085, 0.04019502177834511, 0.03297526761889458, 0.010823136195540428, 0.02004430629312992, -0.11135298758745193, 0.033773023635149, -0.07211226224899292, -0.011761275120079517, -0.06451694667339325, -0.043201278895139694, 0.04848627746105194, -0.07240911573171616, 0.013389448635280132, -0.13504253327846527, -0.16265754401683807, 0.016840381547808647, 0.006249729543924332, -0.0186756681650877, -0.043961286544799805, -0.050662994384765625, -0.046320684254169464, 0.014624637551605701, -0.07291344553232193, -0.05008341372013092, -0.07795699685811996, 0.10227950662374496, -0.02868100441992283, 0.04603936895728111, -0.15477602183818817, 0.07050671428442001, -0.11860441416501999, -0.005583525635302067, -0.013957299292087555, 0.041822098195552826, -0.029583653435111046, 0.09227102249860764, -0.000805335643235594, -0.006997889839112759, -0.028377624228596687, 0.06125180795788765, -0.0361526682972908, 0.18918435275554657, -0.1440107226371765, -0.07843828201293945, 0.23297472298145294, -0.08111386001110077, -0.17147280275821686, 0.07877665013074875, -0.00564511027187109, 0.03930824249982834, 0.07262928783893585, 0.20300354063510895, 0.03377463296055794, -0.08516329526901245, 0.07864326238632202, 0.12478803843259811, -0.0667872205376625, -0.15714265406131744, 0.027166549116373062, -0.055829498916864395, -0.06043929606676102, 0.06079784035682678, 0.057687126100063324, 0.04079199582338333, -0.018100788816809654, -0.07650356739759445, -0.038516171276569366, -0.009311852976679802, -0.005464407615363598, 0.0066190119832754135, 0.06086193025112152, -0.05710221827030182, 0.000679491029586643, 0.01728496327996254, 0.01062643900513649, -0.019885433837771416, 0.03330477327108383, -0.0887884795665741, 0.08514732122421265, 0.04047030955553055, 0.028807366266846657, -0.1393473595380783, -0.032127734273672104, -0.016432534903287888, 0.09875119477510452, 0.024743616580963135, 0.07963584363460541, 0.02027064934372902, -0.009885936044156551, 0.009870662353932858, 0.015591723844408989, 0.15907759964466095, 0.0047269780188798904, -0.05804547294974327, -0.07341016083955765, 0.04020007699728012, -0.04703819006681442, 0.04026389122009277, -0.07542353123426437, 0.02233351767063141, 0.03775416687130928, 0.08768070489168167, -0.028906870633363724, 0.05348202958703041, -0.017350969836115837, 0.03775010630488396, -0.10081803053617477, 0.02937227115035057, 0.10366753488779068, 0.019248811528086662, -0.07471467554569244, 0.19543549418449402, -0.18117211759090424, 0.19516035914421082, 0.1891903430223465, -0.24236315488815308, 0.031935662031173706, -0.08360524475574493, -0.01815204508602619, 0.014953016303479671, 0.04682271555066109, -0.03423098102211952, 0.12208002060651779, -0.001412046723999083, 0.20396167039871216, -0.05984296277165413, -0.03884221613407135, -0.02015049383044243, -0.06679671257734299, -0.01759226992726326, 0.07706693559885025, 0.19517502188682556, -0.11010116338729858, 0.19608451426029205, 0.2189774066209793, 0.015792755410075188, 0.19199298322200775, -0.054939061403274536, -0.004357376601547003, 0.03167875483632088, 0.028401697054505348, -0.01418951153755188, -0.06140752136707306, -0.18493737280368805, -0.019041938707232475, 0.06826569885015488, -0.0023531513288617134, 0.08774177730083466, -0.15707510709762573, -0.07085301727056503, -0.010514793917536736, -0.04396972432732582, -0.00659945560619235, 0.07330530136823654, 0.04646284505724907, 0.11031211912631989, -0.05091498792171478, -0.08766470104455948, 0.11120960861444473, -0.013429693877696991, -0.09415291249752045, 0.18497833609580994, -0.1332586705684662, -0.27275487780570984, -0.20447927713394165, -0.13930317759513855, -0.04643048718571663, 0.033662665635347366, 0.1219082623720169, -0.05102665349841118, -0.02889748476445675, -0.03898587450385094, -0.006368701346218586, -0.06655491143465042, -0.024714473634958267, -0.0765710324048996, 0.06438997387886047, -0.09106584638357162, -0.1383177787065506, -0.07214749604463577, 0.006529000587761402, -0.07582353800535202, 0.10377801209688187, -0.08046982437372208, 0.07191146910190582, 0.20016522705554962, 0.020197657868266106, 0.04306711629033089, -0.054286595433950424, 0.16032281517982483, -0.04209532216191292, -0.025745278224349022, 0.20814594626426697, -0.03262554481625557, 0.07754285633563995, 0.1739788055419922, 0.03437434509396553, -0.10355934500694275, 0.009044291451573372, -0.030331378802657127, -0.08080603927373886, -0.24519161880016327, -0.12930545210838318, -0.13781137764453888, 0.07894985377788544, -0.00041843278449960053, 0.07920405268669128, 0.16113579273223877, 0.0328388512134552, -0.02165657840669155, -0.005958153400570154, 0.012939782813191414, 0.09454730898141861, 0.3071444630622864, -0.022831056267023087, 0.11695606261491776, -0.09134162962436676, -0.12437211722135544, 0.06748352944850922, 0.09974125027656555, 0.10235818475484848, 0.10730358213186264, 0.1417284607887268, 0.05745657905936241, 0.109458789229393, 0.11554564535617828, 0.06917354464530945, 0.026059571653604507, -0.0128870764747262, -0.01884598471224308, -0.047701891511678696, -0.04383677989244461, 0.03938468173146248, 0.005943661089986563, -0.1534896343946457, -0.029103565961122513, -0.10540119558572769, 0.02645592950284481, 0.10071668773889542, 0.046375785022974014, -0.17990241944789886, 0.04254411906003952, 0.09094327688217163, -0.017302745953202248, -0.08499917387962341, 0.11556100845336914, -0.007226492278277874, -0.09324675798416138, 0.06977047026157379, -0.027823256328701973, 0.12268751859664917, -0.05119137465953827, 0.09478563070297241, -0.08867528289556503, -0.09158127754926682, 0.05152679979801178, 0.13223636150360107, -0.31480610370635986, 0.22191748023033142, 0.011616157367825508, -0.02657749131321907, -0.1046130433678627, 0.008676744066178799, -0.00433374335989356, 0.12937606871128082, 0.11491965502500534, -0.023752916604280472, -0.026824727654457092, -0.09706518799066544, 0.008150935173034668, 0.016133712604641914, 0.10971342027187347, -0.025976231321692467, 0.004288826137781143, -0.05973823741078377, -0.006186197977513075, -0.018386470153927803, -0.016754567623138428, 0.009484238922595978, -0.2033403366804123, 0.05927295237779617, 0.09894398599863052, 0.052468638867139816, 0.002678699791431427, -0.001347336103208363, -0.11091993749141693, 0.19082419574260712, -0.13211286067962646, -0.07250300794839859, -0.1004791110754013, -0.1364165097475052, 0.04199579358100891, -0.06874111294746399, 0.058928657323122025, -0.08536459505558014, 0.016893498599529266, -0.08652383834123611, -0.19034679234027863, 0.0910826176404953, -0.07607907801866531, -0.01698780618607998, -0.03560171648859978, 0.1921405792236328, -0.12265437841415405, 0.0052637141197919846, 0.05341840907931328, 0.02771051414310932, -0.08786550909280777, -0.11217855662107468, -0.009433303959667683, -0.001406422583386302, 0.05954356491565704, -0.03252324089407921, -0.1224108338356018, -0.037268780171871185, -0.010329218581318855, -0.05917952209711075, 0.2999487817287445, 0.2187468707561493, -0.05861378833651543, 0.17655757069587708, 0.15678617358207703, -0.134957417845726, -0.33168351650238037, -0.16531243920326233, -0.15095514059066772, -0.04792968928813934, 0.025104276835918427, -0.17139863967895508, 0.04378907009959221, 0.011162204667925835, -0.03908165544271469, 0.10531377792358398, -0.27087315917015076, -0.09717028588056564, 0.16245946288108826, 0.007576015777885914, 0.29650700092315674, -0.16203148663043976, -0.1252691000699997, -0.05245879292488098, -0.19824475049972534, 0.15850113332271576, -0.008757795207202435, 0.12341219931840897, -0.010899278335273266, 0.10099710524082184, 0.03181251510977745, -0.040751487016677856, 0.08509304374456406, 0.0015605260850861669, 0.03247866407036781, -0.1160479336977005, -0.08039996027946472, 0.07399601489305496, 0.01868111453950405, 0.05791741982102394, -0.1531979739665985, 0.023286426439881325, -0.1256178468465805, -0.03750099241733551, -0.06108058989048004, 0.07890970259904861, -0.0025055331643670797, -0.0723038986325264, -0.02844776026904583, -0.05895956978201866, -0.0021860708948224783, -0.008119367994368076, 0.25430750846862793, -0.05905209109187126, 0.16006916761398315, 0.21369293332099915, 0.14833040535449982, -0.12198811769485474, 0.026736101135611534, -0.06996004283428192, -0.07760636508464813, 0.0628414899110794, -0.09501086175441742, 0.037265364080667496, 0.11413941532373428, -0.01953834481537342, 0.08998626470565796, 0.08204205334186554, 0.004428850021213293, -0.0010541359661146998, 0.13432194292545319, -0.20328626036643982, -0.0975344106554985, -0.038580723106861115, 0.03928987309336662, 0.08047710359096527, 0.08452307432889938, 0.15235967934131622, 0.00037002129829488695, -0.009327090345323086, 0.001474428572691977, 0.019680287688970566, -0.04031401127576828, 0.03535119816660881, 0.03397469222545624, 0.0208174679428339, -0.1492328941822052, 0.07379671186208725, 0.030046412721276283, -0.10849732905626297, 0.027652248740196228, 0.14637531340122223, -0.11027547717094421, -0.13618651032447815, -0.04862895607948303, 0.1483180820941925, -0.1847430169582367, -0.048848189413547516, -0.07734422385692596, -0.13340948522090912, 0.06313521414995193, 0.1632358878850937, 0.06480717658996582, 0.11497774720191956, -0.04224463552236557, -0.05750863999128342, -0.01704270951449871, 0.018459530547261238, -0.0789419636130333, 0.00978124514222145, -0.07044193893671036, 0.07344971597194672, -0.015744337812066078, 0.10109684616327286, -0.0676000639796257, -0.07341236621141434, -0.14598681032657623, 0.0490090548992157, -0.13814009726047516, -0.040481384843587875, -0.0829804316163063, -0.024161774665117264, 0.020245717838406563, -0.0107099749147892, -0.06890948116779327, -0.031066907569766045, -0.1309657096862793, 0.0038432476576417685, -0.04645400121808052, 0.08538859337568283, -0.11963433772325516, -0.009406006895005703, 0.06501420587301254, -0.017338646575808525, 0.09781237691640854, 0.051812633872032166, -0.08799107372760773, 0.09450780600309372, -0.17748022079467773, -0.059971172362565994, 0.11138448119163513, 0.04347001388669014, 0.04667762666940689, 0.09432704746723175, 0.011066826991736889, 0.11815443634986877, 0.006419398356229067, 0.0395522303879261, 0.0115228071808815, -0.15092717111110687, -0.0022371248342096806, -0.0069303312338888645, -0.1574215292930603, -0.024384891614317894, -0.056433115154504776, 0.08092036843299866, -0.013386795297265053, 0.1664617657661438, -0.04257618263363838, 0.07705137878656387, -0.06484120339155197, 0.006446958519518375, -0.0054891398176550865, -0.13779881596565247, -0.1164204478263855, -0.11977269500494003, -0.002518631285056472, 0.0011405585100874305, 0.2514675557613373, 0.05467285215854645, -0.041474517434835434, 0.04481711611151695, 0.07786549627780914, 0.06403175741434097, 0.017865223810076714, 0.252556711435318, 0.09304007887840271, -0.029461238533258438, -0.10261604934930801, 0.03601466864347458, -0.012583564035594463, 0.004545318428426981, 0.10284079611301422, 0.060755420476198196, -0.013510146178305149, 0.0849129930138588, 0.07747051864862442, 0.004884149879217148, -0.0874275267124176, -0.13647274672985077, 0.005355523899197578, 0.07830627262592316, -0.05056929215788841, 0.12896236777305603, 0.1772010624408722, -0.05586778745055199, 0.055333711206912994, -0.03259924799203873, -0.038317516446113586, -0.18611907958984375, -0.16189345717430115, -0.0678890123963356, -0.09218407422304153, 0.03022364340722561, -0.0730174109339714, 0.09238692373037338, 0.07723776996135712, 0.04475007578730583, -0.06895385682582855, 0.049559760838747025, 0.018916714936494827, -0.08149933069944382, 0.015497888438403606, -0.03277002274990082, 0.0776696726679802, -0.08763428032398224, -0.0015654037706553936, -0.06456174701452255, -0.05498988553881645, -0.019865509122610092, 0.07166989147663116, 0.008925316855311394, 0.030427947640419006, -0.15969885885715485, -0.07509320974349976, -0.019053271040320396, 0.05036920681595802, 0.006823450326919556, 0.18021629750728607, 0.01384647749364376, -0.01835900917649269, 0.06530740112066269, 0.16194935142993927, -0.0721328929066658, -0.12150059640407562, -0.020176894962787628, 0.2454943209886551, 0.06488897651433945, 0.11302047967910767, -0.018696097657084465, 0.005879201460629702, -0.06359369307756424, 0.36017295718193054, 0.28953471779823303, -0.05755159258842468, 0.02411792427301407, 0.0058403718285262585, 0.044558871537446976, 0.09882339835166931, 0.16070808470249176, 0.08601278066635132, 0.3100587725639343, -0.07103677839040756, -0.027514256536960602, -0.051591143012046814, -0.00938641931861639, -0.1530408412218094, 0.1255580484867096, -0.015984632074832916, -0.08935748785734177, -0.002289040479809046, 0.08944105356931686, -0.209994375705719, 0.10023496299982071, -0.05447563901543617, -0.17133371531963348, -0.02982838824391365, -0.00810319185256958, 0.16420282423496246, 0.00524667464196682, 0.052508339285850525, -0.01989777944982052, -0.05965555086731911, 0.07350297272205353, 0.0032468021381646395, -0.2395874708890915, -0.004351929761469364, 0.045689452439546585, -0.08290106058120728, 0.019568951800465584, -0.011235476471483707, 0.08967099338769913, 0.08514802157878876, 0.07531918585300446, -0.025645490735769272, 0.1292107254266739, 0.04758137837052345, -0.03856822848320007, 0.04328180477023125, -0.06906381994485855, 0.006956453435122967, -0.04149477183818817, 0.027194958180189133, -0.05563168227672577, 0.075407475233078, -0.013891380280256271, -0.04898293316364288, -0.03882455453276634, 0.013285758905112743, -0.06947959214448929, 0.05467653274536133, 0.03800047188997269, -0.01249175239354372, -0.03014686331152916, -0.04558296501636505, -0.010045044124126434, 0.006432196591049433, -0.19045120477676392, -0.07966047525405884, -0.10804365575313568, -0.07226384431123734, 0.10115943849086761, 0.01591714285314083, -0.20092904567718506, 0.011988738551735878, -0.07256118953227997, 0.05508629232645035, -0.207462877035141, 0.06193775311112404, 0.1502080112695694, 0.007425861898809671, -0.002701717196032405, -0.11042651534080505, 0.04479391500353813, 0.040122419595718384, -0.09328794479370117, -0.08583210408687592 ]

[ "transformers", "tf", "bert", "question-answering", "generated_from_keras_callback", "base_model:bert-base-cased", "license:apache-2.0", "endpoints_compatible", "region:us" ]

[]

[]

[ "### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* optimizer: {'name': 'Adam', 'weight\\_decay': None, 'clipnorm': None, 'global\\_clipnorm': None, 'clipvalue': None, 'use\\_ema': False, 'ema\\_momentum': 0.99, 'ema\\_overwrite\\_frequency': None, 'jit\\_compile': True, 'is\\_legacy\\_optimizer': False, 'learning\\_rate': 0.001, 'beta\\_1': 0.9, 'beta\\_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}\n* training\\_precision: mixed\\_float16", "### Training results", "### Framework versions\n\n\n* Transformers 4.35.2\n* TensorFlow 2.15.0\n* Datasets 2.17.0\n* Tokenizers 0.15.1" ]

[ "TAGS\n#transformers #tf #bert #question-answering #generated_from_keras_callback #base_model-bert-base-cased #license-apache-2.0 #endpoints_compatible #region-us \n", "### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* optimizer: {'name': 'Adam', 'weight\\_decay': None, 'clipnorm': None, 'global\\_clipnorm': None, 'clipvalue': None, 'use\\_ema': False, 'ema\\_momentum': 0.99, 'ema\\_overwrite\\_frequency': None, 'jit\\_compile': True, 'is\\_legacy\\_optimizer': False, 'learning\\_rate': 0.001, 'beta\\_1': 0.9, 'beta\\_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}\n* training\\_precision: mixed\\_float16", "### Training results", "### Framework versions\n\n\n* Transformers 4.35.2\n* TensorFlow 2.15.0\n* Datasets 2.17.0\n* Tokenizers 0.15.1" ]

[ 58, 198, 4, 31 ]

[ "passage: TAGS\n#transformers #tf #bert #question-answering #generated_from_keras_callback #base_model-bert-base-cased #license-apache-2.0 #endpoints_compatible #region-us \n### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* optimizer: {'name': 'Adam', 'weight\\_decay': None, 'clipnorm': None, 'global\\_clipnorm': None, 'clipvalue': None, 'use\\_ema': False, 'ema\\_momentum': 0.99, 'ema\\_overwrite\\_frequency': None, 'jit\\_compile': True, 'is\\_legacy\\_optimizer': False, 'learning\\_rate': 0.001, 'beta\\_1': 0.9, 'beta\\_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}\n* training\\_precision: mixed\\_float16### Training results### Framework versions\n\n\n* Transformers 4.35.2\n* TensorFlow 2.15.0\n* Datasets 2.17.0\n* Tokenizers 0.15.1" ]

[ -0.06735859811306, 0.052705444395542145, -0.006150817032903433, 0.05866773799061775, 0.09403438121080399, 0.04845426231622696, 0.08689150959253311, 0.13964693248271942, -0.07222939282655716, 0.13253691792488098, 0.12859421968460083, 0.13811568915843964, 0.05321134999394417, 0.12803064286708832, -0.09247074276208878, -0.11737030744552612, 0.04165660962462425, -0.025350552052259445, -0.045452866703271866, 0.07052702456712723, 0.06129736080765724, -0.06917452067136765, 0.0716460719704628, -0.017264388501644135, -0.0843203142285347, 0.021813634783029556, 0.03292349353432655, -0.04833465442061424, 0.07746223360300064, 0.08750107884407043, 0.025435512885451317, -0.0028140165377408266, -0.002045063301920891, -0.19908343255519867, 0.002157385926693678, 0.08805191516876221, -0.012282909825444221, 0.07663409411907196, 0.042739834636449814, -0.0002758100163191557, 0.06418388336896896, -0.10013017058372498, 0.03434927761554718, 0.03625566512346268, -0.13355711102485657, -0.25770431756973267, -0.1108803078532219, 0.04633873701095581, 0.11439050734043121, 0.08825201541185379, -0.022114088758826256, 0.1819940209388733, -0.042592838406562805, 0.06861265748739243, 0.19123561680316925, -0.2984185814857483, -0.04490559920668602, 0.001990395365282893, 0.06916042417287827, 0.027116399258375168, -0.06762778759002686, 0.010263255797326565, 0.04108704999089241, 0.014725740067660809, 0.006570019293576479, -0.01769557036459446, -0.025954341515898705, -0.028961125761270523, -0.07709422707557678, -0.029453283175826073, 0.18750397861003876, 0.08313940465450287, -0.055340345948934555, -0.061322372406721115, -0.045562561601400375, -0.1541634500026703, 0.02238740772008896, -0.04373903200030327, 0.034219130873680115, 0.003670166013762355, -0.006178487092256546, -0.006328758783638477, -0.058144714683294296, -0.04332929477095604, -0.020185532048344612, 0.07774803787469864, 0.040932029485702515, 0.03006165102124214, -0.010276644490659237, 0.057230912148952484, -0.09614075720310211, -0.141127347946167, -0.01448488887399435, -0.004077923484146595, -0.07327401638031006, -0.015116157941520214, -0.06679323315620422, -0.014922705478966236, 0.10014355182647705, 0.20946036279201508, -0.03870511054992676, 0.10903466492891312, -0.022483864799141884, 0.025430267676711082, -0.07456088811159134, 0.07753988355398178, -0.03649238124489784, -0.049504756927490234, -0.001388573320582509, 0.054100971668958664, 0.04388727247714996, -0.018070172518491745, -0.042319364845752716, 0.01514196116477251, 0.07436586171388626, 0.028279440477490425, -0.012287642806768417, 0.04318620637059212, -0.08312658965587616, -0.01842360384762287, -0.005067374557256699, -0.09456496685743332, 0.032847657799720764, 0.009301776066422462, -0.08610766381025314, 0.006494360044598579, 0.04947541654109955, 0.005070093087852001, -0.06248609349131584, 0.03870294615626335, -0.07098241150379181, -0.03804212436079979, -0.07158662378787994, -0.09418970346450806, 0.03888518363237381, -0.10304877907037735, -0.003495429642498493, -0.04015364870429039, -0.15033820271492004, -0.05422648787498474, 0.07146720588207245, -0.07351580262184143, -0.033518578857183456, -0.056843552738428116, -0.15258672833442688, 0.060730304569005966, -0.019118277356028557, 0.13929620385169983, -0.054649196565151215, 0.046914346516132355, 0.011313055641949177, 0.034680843353271484, -0.01330120675265789, 0.02858014777302742, -0.04446030780673027, 0.046422332525253296, -0.14894290268421173, 0.07654666900634766, -0.06560181826353073, 0.016477014869451523, -0.16587215662002563, -0.03547538071870804, 0.021786462515592575, -0.003850946668535471, 0.11534228175878525, 0.1288706362247467, -0.18539023399353027, -0.040575314313173294, 0.12052951008081436, -0.06489184498786926, -0.11720415204763412, 0.09004821628332138, -0.030824139714241028, -0.03793579339981079, 0.06353267282247543, 0.11763305217027664, -0.027885781601071358, -0.08450134843587875, -0.00236257491633296, -0.07626882195472717, 0.017761755734682083, 0.07182401418685913, 0.06479601562023163, -0.07887513935565948, -0.03472317010164261, -0.002791539765894413, -0.021542400121688843, -0.01376428548246622, -0.07972504198551178, -0.046872612088918686, -0.042647089809179306, -0.051577650010585785, 0.017419446259737015, 0.012856212444603443, 0.016433751210570335, -0.11249300092458725, -0.1758272796869278, 0.013361711986362934, 0.04595600813627243, -0.0382038876414299, 0.011760015971958637, -0.07186596840620041, 0.06284645944833755, 0.002096913056448102, 0.002367548178881407, -0.15618206560611725, -0.06653731316328049, 0.029793478548526764, -0.044088542461395264, 0.0366961732506752, -0.03553113341331482, 0.050238095223903656, 0.03060348704457283, -0.051997654139995575, -0.024871883913874626, -0.022107979282736778, 0.01442352868616581, -0.07321704179048538, -0.25542306900024414, -0.001846099621616304, -0.004568937234580517, 0.07881651818752289, -0.2593269646167755, -0.0004212107742205262, 0.0056835077702999115, 0.13690392673015594, 0.022729897871613503, -0.038989339023828506, -0.035608645528554916, 0.02484547719359398, -0.04089127480983734, -0.0523400604724884, 0.013324307277798653, 0.0029676693957298994, -0.15230315923690796, -0.024530375376343727, -0.17636562883853912, 0.07892698794603348, 0.12096138298511505, -0.05214030668139458, -0.12784570455551147, 0.029086096212267876, -0.010377850383520126, -0.045956458896398544, -0.005520898848772049, -0.01141761988401413, 0.15647003054618835, 0.02728348597884178, 0.10132290422916412, -0.057036831974983215, -0.06417303532361984, 0.03162749111652374, -0.03224240243434906, -0.011424992233514786, 0.12640582025051117, 0.01632559299468994, -0.17206108570098877, 0.10183864831924438, 0.12013044208288193, -0.07467538863420486, 0.11095461249351501, -0.05124714970588684, -0.07362213730812073, -0.10110346227884293, 0.0645771250128746, 0.045358624309301376, 0.08273757994174957, -0.1251230239868164, 0.026497213169932365, 0.02670077420771122, 0.025593329221010208, -0.016734136268496513, -0.13899247348308563, 0.007187958806753159, -0.006302692461758852, -0.05368652567267418, 0.03810625523328781, 0.026974109932780266, 0.011892971582710743, 0.12428084760904312, 0.020222028717398643, 0.011515079066157341, 0.03598054498434067, -0.028371326625347137, -0.09502477198839188, 0.2172967791557312, -0.1380631923675537, -0.07367934286594391, -0.08612829446792603, 0.005361232906579971, -0.0623801164329052, -0.026410236954689026, 0.04908385127782822, -0.08389733731746674, -0.0622575469315052, -0.06732024997472763, -0.004437817260622978, -0.00618065195158124, 0.017793266102671623, 0.03286968171596527, -0.018555888906121254, 0.13693402707576752, -0.10760035365819931, -0.038549669086933136, -0.018230566754937172, -0.05344881862401962, 0.0007593607297167182, 0.03324652835726738, 0.01963895559310913, 0.08035147935152054, 0.013712085783481598, 0.014044328592717648, -0.02839615009725094, 0.22747378051280975, -0.04522526636719704, -0.0003909414808731526, 0.10009372979402542, -0.030476218089461327, 0.0642753541469574, 0.12831267714500427, 0.03675690293312073, -0.10893503576517105, 0.011084259487688541, 0.10849760472774506, 0.012404122389853, -0.282588392496109, -0.016422880813479424, -0.04239026829600334, -0.09612257033586502, 0.03670923411846161, 0.046433307230472565, 0.10931677371263504, 0.022927766665816307, -0.01712881028652191, 0.041800275444984436, 0.03935571387410164, 0.08119852095842361, 0.1409062147140503, 0.07483223080635071, 0.10511396825313568, -0.01835375279188156, 0.018957369029521942, 0.05647676810622215, -0.024385495111346245, 0.24406500160694122, 0.03467384725809097, 0.10444749146699905, 0.10713154077529907, 0.06481792777776718, -0.035322025418281555, -0.007621814962476492, 0.01786445826292038, -0.0013205523137003183, -0.00013525127724278718, -0.054182130843400955, -0.008848457597196102, 0.033837877213954926, 0.00638238899409771, 0.07909782230854034, -0.08853523433208466, 0.018154365941882133, 0.08305104076862335, 0.2010061889886856, 0.0846967101097107, -0.30887728929519653, -0.06921509653329849, 0.013529316522181034, -0.04558436572551727, -0.05123049393296242, -0.019111210480332375, 0.06865192204713821, -0.06373021751642227, 0.11875320225954056, -0.04724402725696564, 0.06759705394506454, -0.01113689411431551, 0.03626749664545059, 0.08181077986955643, 0.07728729397058487, 0.016834573820233345, 0.02482079342007637, -0.26187580823898315, 0.2696811258792877, 0.02886287495493889, 0.10899000614881516, -0.04700388386845589, 0.044930290430784225, 0.02098265290260315, -0.07455980777740479, 0.11477631330490112, -0.012496491894125938, -0.06131700053811073, -0.12784937024116516, -0.06493834406137466, 0.0006553210550919175, 0.12060566246509552, -0.03441818058490753, 0.1122472882270813, -0.029746873304247856, 0.0015073607210069895, 0.05084056034684181, 0.05448388308286667, -0.1945163607597351, -0.07257361710071564, 0.0478874146938324, 0.0067072478123009205, -0.028399048373103142, -0.050027430057525635, -0.057281676679849625, -0.04648161306977272, 0.18997204303741455, -0.14719747006893158, -0.04244661703705788, -0.10920912772417068, 0.09492769837379456, 0.1517508625984192, -0.07397586107254028, 0.03860454261302948, 0.002254769904538989, 0.04329315945506096, 0.0693637877702713, -0.08244586735963821, 0.14878162741661072, -0.03205355629324913, -0.20822323858737946, -0.0830077975988388, 0.11653217673301697, 0.06352264434099197, 0.03489813953638077, -0.014901966787874699, 0.07371842861175537, 0.01939462311565876, -0.09940192103385925, 0.09679704904556274, 0.04497985169291496, 0.08153960853815079, 0.04321656376123428, -0.03635229915380478, -0.03143056482076645, -0.04011043906211853, -0.03536103665828705, 0.08474606275558472, 0.35800233483314514, -0.0740240067243576, 0.02101607620716095, 0.029229167848825455, -0.10574842989444733, -0.1288929432630539, 0.027515830472111702, 0.12167954444885254, -0.0029728517401963472, -0.01589158922433853, -0.14191177487373352, 0.07369503378868103, 0.1534622311592102, 0.004439815413206816, 0.07847358286380768, -0.29482781887054443, -0.15467429161071777, 0.0758039727807045, 0.08233460038900375, 0.0925324559211731, -0.21299797296524048, -0.06901393085718155, -0.02906995266675949, -0.06051972135901451, 0.1449461579322815, -0.10063812881708145, 0.09869729727506638, 0.010377178899943829, -0.03012341447174549, 0.008499999530613422, -0.032654400914907455, 0.16175392270088196, 0.004720725119113922, 0.07312454283237457, -0.047453153878450394, -0.031931232661008835, 0.10743734985589981, -0.08078961819410324, 0.032164689153432846, -0.07045571506023407, 0.01883488893508911, -0.11941659450531006, -0.0015142837073653936, -0.07202152907848358, 0.050030212849378586, -0.0602775476872921, -0.0004460610216483474, 0.00040456256829202175, 0.028825141489505768, 0.08273108303546906, -0.024297060444951057, 0.11143939942121506, -0.0131416916847229, 0.17838206887245178, 0.12493882328271866, 0.08771990984678268, 0.016509490087628365, -0.09681522846221924, 0.06518822908401489, -0.02459147199988365, 0.0569135956466198, -0.11432130634784698, 0.04896083474159241, 0.14278464019298553, -0.001355022075586021, 0.14288486540317535, 0.054594725370407104, -0.06700336933135986, 0.02515365369617939, 0.052827320992946625, -0.13398908078670502, -0.08470498770475388, 0.01943117380142212, -0.025550872087478638, -0.07376433163881302, 0.01615329645574093, 0.14051511883735657, -0.010395440272986889, 0.0026172688230872154, 0.015818040817975998, 0.06114623323082924, -0.056823015213012695, 0.18057233095169067, -0.016301985830068588, 0.05776914209127426, -0.09129755944013596, 0.14098431169986725, 0.05409827455878258, -0.12188144028186798, 0.1287013441324234, 0.0716145783662796, -0.04933355748653412, -0.020352106541395187, 0.04463041201233864, 0.1624106615781784, -0.012138910591602325, -0.04902694374322891, -0.08478987216949463, -0.13096673786640167, 0.09241189062595367, 0.17258551716804504, 0.03021296299993992, 0.032338958233594894, 0.013849086128175259, -0.010252266190946102, -0.048022057861089706, 0.09368612617254257, 0.12261676788330078, 0.053297992795705795, -0.1149478331208229, 0.06274934113025665, 0.016489000990986824, -0.04351499304175377, 0.0013636208605021238, 0.026180710643529892, -0.1828201413154602, -0.01899215765297413, -0.1607964187860489, 0.04145364090800285, 0.010752318426966667, -0.021851884201169014, 0.03422853723168373, -0.05135396867990494, -0.06669171154499054, 0.027105070650577545, -0.08706692606210709, -0.07019917666912079, 0.04137785732746124, 0.07188959419727325, -0.14207924902439117, -0.06438984721899033, 0.013189537450671196, -0.09870506078004837, 0.0526345856487751, 0.06543713808059692, 0.022121235728263855, 0.008430863730609417, -0.0972542092204094, 0.0009537508012726903, 0.038637999445199966, 0.0067678336054086685, 0.03989589959383011, -0.1968722641468048, 0.015549326315522194, -0.028026144951581955, 0.026678981259465218, 0.003975735977292061, 0.07460867613554001, -0.10557679831981659, -0.09145262092351913, -0.012383111752569675, -0.04124678298830986, -0.048575710505247116, 0.014214416034519672, 0.1498776227235794, 0.00012175947631476447, 0.1750989854335785, -0.09370612353086472, 0.026189608499407768, -0.19895240664482117, 0.003306489670649171, 0.01432050671428442, -0.06446018069982529, -0.06760028004646301, 0.01028585433959961, 0.10460023581981659, -0.09904201328754425, 0.08885683864355087, -0.08141875267028809, 0.09818785637617111, 0.041059352457523346, -0.06585459411144257, -0.07598739117383957, 0.06144627183675766, 0.18647541105747223, 0.029350075870752335, -0.014888127334415913, 0.0005161695880815387, -0.01754295825958252, 0.06940693408250809, -0.011430187150835991, 0.19017310440540314, 0.11196321249008179, 0.009257270954549313, 0.0789218470454216, 0.07459501922130585, -0.12148662656545639, -0.1019916981458664, 0.16495953500270844, -0.05001217499375343, 0.1616179496049881, -0.008738817647099495, 0.10508415848016739, 0.08130328357219696, -0.19117356836795807, 0.02730967476963997, -0.07542365044355392, -0.08699238300323486, -0.11124568432569504, -0.1373554915189743, -0.09179239720106125, -0.10864610970020294, 0.013232492841780186, -0.1269190013408661, 0.0713101327419281, 0.0727984681725502, 0.04217211529612541, 0.013977819122374058, 0.06807390600442886, -0.03804489225149155, -0.02176707051694393, 0.06378501653671265, 0.02273942343890667, -0.03160635754466057, -0.03485565632581711, -0.05515913665294647, 0.05645650252699852, 0.008644822053611279, 0.0350760892033577, 0.02665671333670616, -0.020210662856698036, 0.05155843123793602, -0.02656964771449566, -0.09361203014850616, 0.04445860907435417, 0.026594920083880424, 0.012187326326966286, 0.058162156492471695, 0.03276161476969719, -0.023558832705020905, -0.01808139495551586, 0.16463381052017212, -0.09115581214427948, -0.030175065621733665, -0.13723233342170715, 0.1954328715801239, 0.016196252778172493, 0.02663026750087738, 0.02834494225680828, -0.08520719408988953, -0.013435534201562405, 0.14299726486206055, 0.13666370511054993, -0.0160515233874321, -0.03185451775789261, 0.07908451557159424, -0.013298211619257927, -0.02207963354885578, 0.08276106417179108, 0.09550834447145462, 0.006967565044760704, -0.06031658127903938, 0.014135334640741348, -0.012876436114311218, -0.006247431971132755, -0.05070030316710472, 0.08374999463558197, 0.021916385740041733, -0.01574862003326416, -0.002430796157568693, 0.07021691650152206, -0.04085033759474754, -0.14508047699928284, 0.07148367911577225, -0.18523746728897095, -0.17181386053562164, -0.034407373517751694, 0.04133011773228645, 0.006294308230280876, 0.04607507213950157, 0.002761078765615821, -0.029767906293272972, 0.1167483776807785, -0.02823788672685623, -0.05731850862503052, -0.13463176786899567, 0.037051212042570114, -0.055499568581581116, 0.1941012591123581, 0.003051705425605178, 0.05827069282531738, 0.13756628334522247, 0.013968178071081638, -0.09445846825838089, 0.04879853501915932, 0.07164669781923294, -0.09648671746253967, 0.045166391879320145, 0.09530279785394669, -0.01465128269046545, 0.14203578233718872, 0.06744430959224701, -0.10135006159543991, -0.0038031514268368483, -0.03142227604985237, -0.058532603085041046, -0.03602166846394539, 0.008514249697327614, -0.09615904837846756, 0.1543983370065689, 0.20596587657928467, -0.053921956568956375, 0.011262943036854267, -0.04061122238636017, 0.01873939484357834, 0.06838463246822357, 0.0560462549328804, -0.016404565423727036, -0.2222674936056137, 0.10276024788618088, 0.06514112651348114, 0.06629236042499542, -0.14472810924053192, -0.08996003121137619, 0.014733957126736641, -0.014428815804421902, -0.09022416919469833, 0.08535663783550262, 0.08383699506521225, 0.04156913235783577, -0.07237941771745682, -0.15248839557170868, -0.02533743903040886, 0.17247965931892395, -0.09531985223293304, -0.077336385846138 ]

[ "llava", "ml-mgie", "license:apache-2.0", "region:us" ]

[]

[]

[]

[ "TAGS\n#llava #ml-mgie #license-apache-2.0 #region-us \n" ]

[ 22 ]

[ "passage: TAGS\n#llava #ml-mgie #license-apache-2.0 #region-us \n" ]

[ -0.02907947450876236, 0.08477449417114258, -0.00887113343924284, 0.0007260189740918577, -0.0012296048225834966, 0.028641341254115105, 0.12456833571195602, 0.10188595950603485, 0.12216683477163315, -0.07088812440633774, 0.1657232940196991, 0.1221025139093399, -0.020242679864168167, 0.011086905375123024, 0.0402945950627327, -0.1007898598909378, 0.06612773984670639, -0.03141244873404503, -0.0864158570766449, 0.02267967350780964, 0.04734412208199501, 0.008394104428589344, 0.01941535621881485, -0.014005429111421108, -0.004216934088617563, 0.015435620211064816, 0.0446903370320797, -0.02077498845756054, 0.03972981870174408, -0.015045593492686749, -0.039405371993780136, -0.0005754289450123906, -0.030851909890770912, -0.23427122831344604, 0.013175377622246742, -0.043738994747400284, -0.052329178899526596, 0.00605776347219944, 0.037033531814813614, -0.018272243440151215, 0.043417688459157944, 0.006896286737173796, -0.07566774636507034, 0.055986303836107254, -0.08301326632499695, -0.2110070437192917, -0.133113294839859, -0.023434000089764595, 0.03513411432504654, 0.055292271077632904, 0.06867583841085434, 0.14059686660766602, -0.138400137424469, -0.025323528796434402, 0.16444799304008484, -0.3295957148075104, 0.028986433520913124, 0.15911410748958588, 0.02924361638724804, 0.0035637218970805407, 0.024451695382595062, 0.14211662113666534, 0.05806243419647217, -0.026041623204946518, -0.042290568351745605, -0.05624403432011604, 0.017975153401494026, 0.107171930372715, -0.019226932898163795, -0.052909061312675476, 0.3360487222671509, 0.05519680678844452, 0.031282681971788406, 0.09623360633850098, -0.00844336487352848, 0.0950949639081955, 0.0031685398425906897, 0.12173891067504883, 0.09247823804616928, 0.18448837101459503, 0.15360260009765625, -0.08315972238779068, -0.11378460377454758, -0.036598630249500275, -0.1753440499305725, 0.07840657234191895, 0.000013920836863690056, 0.12161184847354889, -0.11739221215248108, -0.034906622022390366, -0.07384088635444641, -0.05404023081064224, -0.016022466123104095, -0.035686034709215164, 0.1459488421678543, 0.0945233553647995, -0.06478235125541687, 0.08616311103105545, 0.22201479971408844, 0.1593233197927475, 0.059918105602264404, 0.011191955767571926, -0.024968978017568588, 0.14852632582187653, -0.03532573953270912, -0.01183643750846386, 0.03403821587562561, 0.04353488236665726, 0.15093295276165009, -0.13566018640995026, 0.12614822387695312, -0.022506358101963997, -0.10047362744808197, -0.00042349041905254126, -0.15091794729232788, 0.18620522320270538, 0.07779084891080856, -0.047902803868055344, -0.07715397328138351, 0.03823045641183853, -0.013783732429146767, -0.06701405346393585, -0.013185038231313229, -0.01400136761367321, 0.0022956179454922676, -0.004914239980280399, -0.010725398547947407, 0.04479646682739258, 0.05250207334756851, -0.019118938595056534, -0.09494686871767044, -0.0024053591769188643, -0.015165416523814201, 0.11819064617156982, 0.1507602334022522, -0.015679705888032913, 0.05215195566415787, -0.0949336588382721, -0.1508299559354782, 0.03547162562608719, 0.07142964005470276, 0.016216080635786057, -0.040796272456645966, 0.10558846592903137, 0.014181871898472309, -0.006531988270580769, -0.06007009372115135, 0.013466864824295044, -0.0868276059627533, 0.037239834666252136, -0.114370197057724, 0.010521920397877693, -0.1628369390964508, 0.020436126738786697, -0.056584157049655914, 0.07569059729576111, 0.08637910336256027, -0.07312477380037308, -0.12216118723154068, 0.21443793177604675, -0.06117844581604004, 0.06454001367092133, -0.029347680509090424, 0.005261550657451153, -0.03100709244608879, 0.10585606843233109, -0.1335587352514267, -0.01907913200557232, 0.10841523855924606, -0.09180740267038345, -0.1551644206047058, 0.014600402675569057, 0.0623939223587513, -0.03116505965590477, 0.038093019276857376, 0.30523115396499634, -0.04015990346670151, -0.08855467289686203, 0.12169721722602844, 0.12742529809474945, -0.07836470007896423, -0.2656124532222748, 0.16346171498298645, -0.14526121318340302, -0.17636916041374207, 0.04013120383024216, -0.09055674821138382, 0.10463850200176239, 0.007454864215105772, -0.1114235669374466, -0.06152927130460739, -0.08406490832567215, -0.09337520599365234, -0.042667828500270844, -0.0025713283102959394, -0.07495803385972977, 0.07485760748386383, -0.043998684734106064, 0.10307636857032776, 0.14350305497646332, 0.04888365790247917, -0.0595676563680172, 0.054135762155056, 0.027675123885273933, 0.04790359362959862, -0.05004071444272995, 0.019906479865312576, -0.010761420242488384, -0.1481284201145172, 0.0724111869931221, 0.044360656291246414, 0.03089921921491623, -0.09861955046653748, 0.011911731213331223, 0.06027621775865555, 0.025422940030694008, 0.04564531892538071, 0.06255348026752472, -0.1462523341178894, 0.08763062953948975, -0.0028319088742136955, 0.02852465957403183, 0.08591096103191376, -0.023714186623692513, 0.08000539243221283, -0.007128723431378603, -0.029698222875595093, 0.04917418211698532, 0.0530846044421196, -0.07028605043888092, 0.043202437460422516, 0.0012809663312509656, 0.12623737752437592, 0.0313616506755352, -0.0999322459101677, 0.19090518355369568, 0.005598754622042179, 0.20915919542312622, 0.1974126398563385, -0.01542891189455986, 0.16846531629562378, 0.005731669720262289, 0.013684455305337906, -0.009665797464549541, 0.049125220626592636, -0.009370902553200722, -0.09497123211622238, -0.006324254907667637, 0.01527426764369011, -0.03541930764913559, -0.015473657287657261, -0.05738255754113197, -0.08224623650312424, -0.08664517104625702, 0.04154382646083832, 0.21827803552150726, -0.09316042810678482, 0.10200094431638718, 0.4681398570537567, 0.04560575261712074, 0.13916684687137604, -0.13697746396064758, -0.009469380602240562, -0.06698079407215118, -0.02992193214595318, -0.020473631098866463, 0.10140708833932877, -0.09722284972667694, 0.024660110473632812, 0.053631700575351715, 0.046013396233320236, 0.06521736085414886, -0.12943950295448303, -0.1549370139837265, -0.00788789615035057, -0.04999634250998497, -0.07554768770933151, 0.05689167603850365, -0.12067324668169022, 0.03406572714447975, 0.005630865693092346, -0.021173128858208656, 0.10343564301729202, -0.03828643262386322, -0.04356633126735687, 0.05891988053917885, -0.23629742860794067, -0.13959717750549316, -0.09559947997331619, -0.015428831800818443, -0.079266257584095, -0.01429059263318777, 0.06583113968372345, -0.08046938478946686, -0.051038239151239395, 0.028364865109324455, 0.006543101742863655, -0.06510006636381149, 0.006251712329685688, 0.10371116548776627, 0.08487589657306671, 0.03161829337477684, -0.11608409881591797, -0.05236572027206421, 0.009417480789124966, -0.01479722186923027, 0.04361594095826149, -0.0727059543132782, 0.10680219531059265, 0.11091343313455582, 0.09720010310411453, 0.04939017444849014, 0.017504367977380753, 0.11565068364143372, -0.000867531867697835, -0.07408775389194489, 0.19557277858257294, 0.060482509434223175, 0.013141683302819729, 0.1288735717535019, 0.08736736327409744, -0.12218499183654785, -0.010527714155614376, -0.007497461978346109, -0.11596593260765076, -0.2804862856864929, -0.08997346460819244, -0.08200006186962128, 0.06869089603424072, -0.04363222420215607, 0.10158843547105789, 0.04926688224077225, 0.019860129803419113, 0.035495661199092865, -0.0517580583691597, -0.02414238452911377, -0.030265403911471367, 0.20476344227790833, -0.05986320972442627, -0.023711882531642914, -0.13176268339157104, 0.06773295998573303, 0.18462467193603516, 0.13099344074726105, 0.11811093986034393, 0.23629850149154663, 0.06439152359962463, 0.16791346669197083, 0.12360931932926178, 0.026691917330026627, 0.021021084859967232, 0.0382440909743309, 0.009895973838865757, -0.05894072353839874, -0.05331936851143837, -0.021533403545618057, 0.05037321522831917, 0.0009963575284928083, -0.17355291545391083, 0.04112190008163452, -0.12312683463096619, 0.08159757405519485, 0.11519580334424973, 0.03881074860692024, 0.07000268995761871, 0.11717844009399414, 0.12290041148662567, 0.054694220423698425, 0.06702963262796402, 0.14274786412715912, -0.05954723060131073, -0.0261069405823946, 0.09753168374300003, 0.0550672747194767, 0.09456289559602737, 0.039511170238256454, 0.014330167323350906, -0.055842261761426926, -0.06901559978723526, 0.08306462317705154, 0.12860876321792603, -0.22320666909217834, 0.23187057673931122, 0.03734223544597626, -0.049045104533433914, -0.03691688925027847, -0.0636126920580864, 0.09285802394151688, 0.18305246531963348, 0.08740410208702087, 0.09433043748140335, -0.17887118458747864, 0.03438658267259598, -0.0863056480884552, 0.032765183597803116, -0.011634988710284233, -0.006450047716498375, -0.15202189981937408, -0.05767947807908058, 0.02236458845436573, 0.014258617535233498, 0.16169585287570953, -0.12310802191495895, -0.04889916628599167, 0.0217172522097826, 0.1830257624387741, -0.03311704844236374, -0.12917175889015198, 0.028076497837901115, 0.019176015630364418, 0.09043212980031967, -0.0015740612288936973, -0.006950381677597761, -0.06485149264335632, -0.1480601727962494, 0.06238676980137825, -0.028313077986240387, 0.019028589129447937, -0.062159255146980286, -0.06532330065965652, -0.09961207211017609, -0.20111539959907532, 0.0925733670592308, -0.07874838262796402, 0.026445375755429268, -0.006648705340921879, 0.15781058371067047, -0.09265604615211487, 0.0348367765545845, -0.0019744778983294964, 0.02359524555504322, -0.03530353680253029, -0.1454148292541504, 0.09901455789804459, 0.0866347998380661, -0.041443489491939545, 0.0024553744588047266, -0.09010457992553711, 0.009221365675330162, 0.08016054332256317, -0.1619844287633896, 0.1877617985010147, 0.30614474415779114, -0.0647357627749443, 0.19126352667808533, 0.24890944361686707, -0.1395898163318634, -0.27738305926322937, -0.1787927895784378, -0.24210408329963684, -0.11966761946678162, 0.09708498418331146, -0.18434391915798187, 0.09450267255306244, 0.18197983503341675, -0.11838584393262863, 0.18164604902267456, -0.2925940155982971, -0.058102790266275406, 0.11246800422668457, -0.03596425801515579, 0.4148159623146057, -0.16854895651340485, -0.11124026030302048, -0.09131605923175812, -0.13844113051891327, 0.08197477459907532, -0.16005317866802216, 0.08063139021396637, 0.020253388211131096, -0.020036078989505768, -0.034951064735651016, -0.013840575702488422, 0.24287311732769012, 0.01351244654506445, 0.04682625085115433, -0.07812003791332245, 0.0013654644135385752, 0.14043554663658142, -0.0188722163438797, 0.03276495635509491, -0.19838890433311462, -0.02244185097515583, -0.07443274557590485, 0.013860346749424934, -0.038713958114385605, 0.0974070206284523, -0.003894756082445383, -0.05476021766662598, -0.07493440061807632, 0.01111646369099617, -0.05094112455844879, -0.0326458178460598, 0.17384721338748932, 0.018990740180015564, -0.07821806520223618, 0.03391190618276596, -0.0591430589556694, -0.22389285266399384, -0.015864335000514984, -0.08904097974300385, -0.05626789107918739, 0.054333388805389404, -0.24925638735294342, 0.018462684005498886, 0.05530867353081703, -0.02477191761136055, 0.02329244464635849, 0.01958184316754341, -0.09088312834501266, -0.0005664401105605066, 0.14265574514865875, -0.07822641730308533, -0.06296566873788834, 0.02185927703976631, 0.16678759455680847, 0.17619015276432037, 0.00439470075070858, 0.0975862443447113, 0.06015997752547264, 0.0016206984873861074, 0.03566349670290947, 0.08685271441936493, -0.12758976221084595, 0.01201658509671688, 0.0590287521481514, -0.027882883325219154, -0.11502683907747269, 0.19663670659065247, -0.007756409700959921, -0.01677718758583069, -0.03271473944187164, 0.08537085354328156, -0.04709329828619957, -0.11492885649204254, -0.001252889633178711, -0.001849311520345509, -0.08222217857837677, -0.12038862705230713, 0.028198735788464546, -0.11101018637418747, 0.003613239387050271, 0.004969977308064699, 0.10091693699359894, 0.08201643824577332, 0.06160363182425499, -0.07959465682506561, 0.16161108016967773, -0.034267060458660126, -0.14363804459571838, -0.05823943391442299, -0.07848993688821793, -0.18828406929969788, 0.03457590565085411, 0.07841528952121735, -0.023964397609233856, -0.030930228531360626, -0.08488941192626953, 0.06490582227706909, -0.1559244841337204, -0.01291521918028593, -0.10702168941497803, 0.011175383813679218, 0.0380210243165493, -0.07772824168205261, -0.06339491903781891, 0.03938810154795647, -0.12903843820095062, -0.08890705555677414, -0.050064168870449066, 0.06858979910612106, -0.07781828939914703, -0.10530192404985428, 0.12872862815856934, 0.03714185208082199, 0.08111134171485901, 0.06637938320636749, 0.007116441614925861, 0.09637827426195145, -0.14412304759025574, -0.06958530098199844, 0.07460175454616547, 0.04086267575621605, -0.03514508530497551, -0.05709846317768097, -0.04940013587474823, 0.07365473359823227, -0.028080178424715996, 0.0432874895632267, 0.008641599677503109, -0.13941431045532227, -0.14267000555992126, -0.008312845602631569, -0.1290341019630432, 0.04484599456191063, -0.1778789609670639, 0.21406413614749908, 0.04511096701025963, 0.1089346781373024, 0.06356707960367203, 0.013929465785622597, 0.006947488524019718, 0.04273265600204468, -0.0494600310921669, -0.09751488268375397, -0.13780464231967926, 0.007013517897576094, -0.09813959896564484, -0.06336881220340729, 0.3158281743526459, 0.014577553607523441, -0.19345180690288544, 0.0769248902797699, 0.16011109948158264, 0.06022440642118454, 0.0036280606873333454, 0.2099371999502182, 0.016944866627454758, 0.06458593159914017, -0.09012942016124725, 0.003635844448581338, 0.04084441810846329, -0.13890565931797028, 0.025668494403362274, 0.08973271399736404, 0.16284075379371643, 0.02832193113863468, 0.09738622605800629, -0.031019898131489754, -0.06683505326509476, -0.04736361280083656, 0.07485751807689667, 0.04886182025074959, 0.020284026861190796, 0.07109962403774261, 0.15297023952007294, -0.04592377692461014, 0.01160456333309412, -0.06539298593997955, 0.0388663150370121, -0.13873909413814545, -0.12604814767837524, -0.020193131640553474, -0.13196536898612976, 0.013682426884770393, -0.01462610438466072, 0.02011563442647457, 0.17522485554218292, 0.027711285278201103, -0.03165311738848686, -0.04500744491815567, -0.16483010351657867, -0.052197959274053574, -0.03181852400302887, -0.02506602741777897, -0.08373676985502243, -0.061525993049144745, -0.04213196039199829, -0.05273400992155075, -0.10760189592838287, -0.09224358201026917, 0.044709425419569016, -0.01778487116098404, 0.013230878859758377, -0.1522260457277298, -0.016897007822990417, -0.0997980535030365, 0.013679072260856628, -0.0003547439118847251, 0.15401560068130493, 0.016141343861818314, -0.03335457667708397, 0.1218237355351448, 0.09151168912649155, 0.014405649155378342, -0.12276297062635422, -0.016857072710990906, -0.04317772015929222, -0.06801248341798782, 0.052338775247335434, -0.06041695177555084, 0.036084648221731186, -0.023486705496907234, 0.275861531496048, 0.24572022259235382, -0.08421758562326431, 0.012132367119193077, -0.05570049583911896, 0.01978701539337635, 0.016273340210318565, 0.1328536570072174, 0.08537467569112778, 0.10462748259305954, -0.049932148307561874, -0.017096323892474174, -0.08237895369529724, -0.00914462748914957, -0.21089555323123932, 0.03398365154862404, -0.016994675621390343, -0.10093969851732254, -0.011035061441361904, 0.09962315112352371, -0.049606941640377045, 0.11964546889066696, 0.07245877385139465, -0.07611140608787537, 0.010371669195592403, -0.030962778255343437, 0.137917622923851, 0.04814065992832184, 0.053121473640203476, -0.10322760045528412, -0.061780717223882675, -0.023541711270809174, 0.019829582422971725, -0.34150391817092896, -0.1916397213935852, 0.10570689290761948, 0.09622212499380112, 0.2186739593744278, -0.0009695509215816855, 0.014452422969043255, 0.030823666602373123, 0.018801245838403702, -0.14307154715061188, 0.1384640336036682, 0.044206567108631134, -0.03500509634613991, -0.07983063161373138, -0.1896190643310547, -0.07836803048849106, -0.03327656537294388, 0.05655628815293312, 0.17736369371414185, 0.0020238826982676983, 0.14600500464439392, -0.03767286241054535, -0.016431324183940887, 0.0404524989426136, -0.17531424760818481, 0.0330713614821434, -0.0639435350894928, -0.04007399454712868, -0.09500925242900848, -0.03668689727783203, 0.0016494413139298558, 0.013437277637422085, -0.23576882481575012, -0.060253944247961044, 0.13086411356925964, 0.029218869283795357, 0.06216109171509743, 0.025045890361070633, 0.018629103899002075, -0.07310788333415985, -0.09012439846992493, 0.0373782142996788, -0.0909576267004013, 0.03591122478246689, 0.16713029146194458, -0.04780447855591774, 0.012894315645098686, -0.24354960024356842, 0.07366926223039627, -0.047151822596788406, -0.03577551990747452, -0.08183196187019348 ]

[ "transformers", "pytorch", "llama", "text-generation", "conversational", "license:other", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "region:us" ]

[]

[]

[ "### Code", "### NLP\n\n\n!NLP Performance Radar\n\n\n \n\nRequirements\n------------\n\n\n* python>=3.8\n* pytorch>=2.0.0\n* transformers>=4.33.2\n* Sentencepiece\n* CUDA 11.4\n\n\nInference String Format\n-----------------------\n\n\nThe inference string is a concatenated string formed by combining conversation data(system, human and bot contents) in the training data format. It is used as input during the inference process.\nHere are examples of prompts used to request the model:\n\n\nMulti-Round with System Prompt:\n\n\nSingle-Round without System Prompt:\n\n\nIn this format, the system section is optional and the conversation can be either single-turn or multi-turn. When applying inference, you always make your input string end with \"<s>bot\" to ask the model generating answers.\n\n\nFor example, the format used to infer HumanEval is like the following:\n\n\nSpecifically, we also add the Programming Language Tag (e.g. \"\" for Python) used by CodeGeex models.\n\n\nQuickstart\n----------\n\n\n\n模型简介\n----\n\n\nCodeFuse-DeepSeek-33B 是一个通过QLoRA对基座模型DeepSeek-Coder-33B进行多代码任务微调而得到的代码大模型。\n \n\n\n\n新闻\n--\n\n\n2024-01-12 CodeFuse-DeepSeek-33B模型发布，模型在HumanEval pass@1指标为78.65% (贪婪解码)。\n\n\n2023-11-10 开源了CodeFuse-CodeGeeX2-6B模型，在HumanEval pass@1(greedy decoding)上可以达到48.12%, 比CodeGeeX2提高了9.22%的代码能力（HumanEval）\n\n\n2023-10-20 公布了CodeFuse-QWen-14B技术文档，感兴趣详见微信公众号CodeFuse文章：URL\n\n\n2023-10-16开源了CodeFuse-QWen-14B模型，在HumanEval pass@1(greedy decoding)上可以达到48.78%, 比Qwen-14b提高了16%的代码能力（HumanEval）\n\n\n2023-09-27开源了CodeFuse-StarCoder-15B模型，在HumanEval pass@1(greedy decoding)上可以达到54.9%, 比StarCoder提高了21%的代码能力（HumanEval）\n\n\n2023-09-26 CodeFuse-CodeLlama-34B 4bits量化版本发布，量化后模型在HumanEval pass@1指标为73.8% (贪婪解码)。\n\n\n2023-09-11 CodeFuse-CodeLlama-34B发布，HumanEval pass@1指标达到74.4% (贪婪解码), 为当前开源SOTA。\n\n\n \n\n代码社区\n----\n\n\n大本营： URL （请支持我们的项目Star + Fork + Watch）\n\n\n* 如果您想自己微调该模型，可以访问 MFTCoder\n* 如果您想观看该模型示例，可以访问 CodeFuse Demo\n\n\n \n\n评测表现\n----", "### 代码", "### NLP\n\n\n!NLP Performance Radar\n\n\nRequirements\n------------\n\n\n* python>=3.8\n* pytorch>=2.0.0\n* transformers>=4.33.2\n* Sentencepiece\n* CUDA 11.4\n\n\n推理数据格式\n------\n\n\n推理数据为模型在训练数据格式下拼接的字符串形式，它也是推理时输入prompt拼接的方式. 下面分别是带系统提示的多轮会话格式和不带系统提示的单轮会话格式：\n\n\n带System提示的多轮会话格式:\n\n\n不带System提示的单轮会话格式:\n\n\n在这个格式中，System提示是可选的（按需设定），支持单轮会话也支持多轮会话。推理时，请确保拼接的prompt字符串以\"<s>bot\\n\"结尾，引导模型生成回答。\n\n\n例如，推理HumanEval数据时使用的格式如下所示：\n\n\n特别地，我们也使用了CodeGeeX系列模型采用的编程语言区分标签（例如，对于Python语言，我们会使用\"\"）。\n\n\n快速使用\n----" ]

[ "TAGS\n#transformers #pytorch #llama #text-generation #conversational #license-other #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n", "### Code", "### NLP\n\n\n!NLP Performance Radar\n\n\n \n\nRequirements\n------------\n\n\n* python>=3.8\n* pytorch>=2.0.0\n* transformers>=4.33.2\n* Sentencepiece\n* CUDA 11.4\n\n\nInference String Format\n-----------------------\n\n\nThe inference string is a concatenated string formed by combining conversation data(system, human and bot contents) in the training data format. It is used as input during the inference process.\nHere are examples of prompts used to request the model:\n\n\nMulti-Round with System Prompt:\n\n\nSingle-Round without System Prompt:\n\n\nIn this format, the system section is optional and the conversation can be either single-turn or multi-turn. When applying inference, you always make your input string end with \"<s>bot\" to ask the model generating answers.\n\n\nFor example, the format used to infer HumanEval is like the following:\n\n\nSpecifically, we also add the Programming Language Tag (e.g. \"\" for Python) used by CodeGeex models.\n\n\nQuickstart\n----------\n\n\n\n模型简介\n----\n\n\nCodeFuse-DeepSeek-33B 是一个通过QLoRA对基座模型DeepSeek-Coder-33B进行多代码任务微调而得到的代码大模型。\n \n\n\n\n新闻\n--\n\n\n2024-01-12 CodeFuse-DeepSeek-33B模型发布，模型在HumanEval pass@1指标为78.65% (贪婪解码)。\n\n\n2023-11-10 开源了CodeFuse-CodeGeeX2-6B模型，在HumanEval pass@1(greedy decoding)上可以达到48.12%, 比CodeGeeX2提高了9.22%的代码能力（HumanEval）\n\n\n2023-10-20 公布了CodeFuse-QWen-14B技术文档，感兴趣详见微信公众号CodeFuse文章：URL\n\n\n2023-10-16开源了CodeFuse-QWen-14B模型，在HumanEval pass@1(greedy decoding)上可以达到48.78%, 比Qwen-14b提高了16%的代码能力（HumanEval）\n\n\n2023-09-27开源了CodeFuse-StarCoder-15B模型，在HumanEval pass@1(greedy decoding)上可以达到54.9%, 比StarCoder提高了21%的代码能力（HumanEval）\n\n\n2023-09-26 CodeFuse-CodeLlama-34B 4bits量化版本发布，量化后模型在HumanEval pass@1指标为73.8% (贪婪解码)。\n\n\n2023-09-11 CodeFuse-CodeLlama-34B发布，HumanEval pass@1指标达到74.4% (贪婪解码), 为当前开源SOTA。\n\n\n \n\n代码社区\n----\n\n\n大本营： URL （请支持我们的项目Star + Fork + Watch）\n\n\n* 如果您想自己微调该模型，可以访问 MFTCoder\n* 如果您想观看该模型示例，可以访问 CodeFuse Demo\n\n\n \n\n评测表现\n----", "### 代码", "### NLP\n\n\n!NLP Performance Radar\n\n\nRequirements\n------------\n\n\n* python>=3.8\n* pytorch>=2.0.0\n* transformers>=4.33.2\n* Sentencepiece\n* CUDA 11.4\n\n\n推理数据格式\n------\n\n\n推理数据为模型在训练数据格式下拼接的字符串形式，它也是推理时输入prompt拼接的方式. 下面分别是带系统提示的多轮会话格式和不带系统提示的单轮会话格式：\n\n\n带System提示的多轮会话格式:\n\n\n不带System提示的单轮会话格式:\n\n\n在这个格式中，System提示是可选的（按需设定），支持单轮会话也支持多轮会话。推理时，请确保拼接的prompt字符串以\"<s>bot\\n\"结尾，引导模型生成回答。\n\n\n例如，推理HumanEval数据时使用的格式如下所示：\n\n\n特别地，我们也使用了CodeGeeX系列模型采用的编程语言区分标签（例如，对于Python语言，我们会使用\"\"）。\n\n\n快速使用\n----" ]

[ 55, 3, 656, 4, 244 ]

[ "passage: TAGS\n#transformers #pytorch #llama #text-generation #conversational #license-other #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n### Code" ]

[ -0.014716224744915962, 0.09479115903377533, -0.006024946924299002, 0.028066543862223625, 0.15181437134742737, 0.008880098350346088, 0.1448098123073578, 0.13056795299053192, -0.0027545017655938864, -0.027661440894007683, 0.11222843825817108, 0.25773561000823975, 0.003814495401456952, 0.022758936509490013, -0.09409741312265396, -0.20558738708496094, 0.022839395329356194, 0.045865222811698914, 0.08595702797174454, 0.0906195417046547, 0.08960901200771332, -0.05579639598727226, 0.08679971843957901, -0.02234443463385105, -0.09692413359880447, 0.042372602969408035, 0.037857845425605774, -0.11800608783960342, 0.11502733826637268, 0.05496708303689957, 0.0842704176902771, 0.03508802503347397, -0.027493132278323174, -0.20681439340114594, 0.017329776659607887, -0.014660377986729145, -0.07969305664300919, 0.033843185752630234, 0.04502531886100769, -0.05974075198173523, 0.09942198544740677, 0.10127915441989899, -0.006936277262866497, 0.07416248321533203, -0.13730356097221375, -0.025087080895900726, -0.03512338548898697, 0.007096898276358843, 0.0931519865989685, 0.10127768665552139, 0.011360389180481434, 0.12352612614631653, -0.0740976333618164, 0.09553436934947968, 0.0807577446103096, -0.36990731954574585, 0.025530492886900902, 0.15080218017101288, 0.0649719163775444, 0.04469820111989975, -0.061469633132219315, 0.05773407593369484, 0.05697779357433319, 0.00041488726856186986, 0.0057633500546216965, -0.08905757963657379, -0.11136815696954727, 0.06814217567443848, -0.0714704617857933, -0.07805308699607849, 0.1985936015844345, -0.05951046198606491, 0.043585024774074554, -0.032115284353494644, -0.07108251750469208, -0.07358687371015549, -0.026646848767995834, 0.0506332665681839, -0.027178224176168442, 0.11063794046640396, 0.048688795417547226, -0.04324180632829666, -0.144440159201622, -0.02185235731303692, -0.17594169080257416, 0.10247395187616348, 0.026413625106215477, 0.04038837179541588, -0.198526993393898, 0.07536870986223221, 0.05882270261645317, -0.10441382229328156, -0.012929718941450119, -0.045409709215164185, 0.0803125724196434, 0.009744949638843536, -0.05631628632545471, -0.011562955565750599, 0.12088078260421753, 0.14907152950763702, 0.016806699335575104, 0.009602857753634453, -0.07588924467563629, 0.09485074132680893, -0.009598609991371632, 0.06419490277767181, 0.042381320148706436, -0.004709464963525534, 0.05514775589108467, -0.11822621524333954, 0.05335945263504982, -0.05707096308469772, -0.19737593829631805, -0.01261440571397543, -0.0061161392368376255, 0.13819481432437897, -0.0010702203726395965, 0.08941183984279633, -0.04764709621667862, 0.01694078929722309, 0.07054802030324936, -0.09693251550197601, 0.007235904689878225, 0.02258058451116085, 0.04019502177834511, 0.03297526761889458, 0.010823136195540428, 0.02004430629312992, -0.11135298758745193, 0.033773023635149, -0.07211226224899292, -0.011761275120079517, -0.06451694667339325, -0.043201278895139694, 0.04848627746105194, -0.07240911573171616, 0.013389448635280132, -0.13504253327846527, -0.16265754401683807, 0.016840381547808647, 0.006249729543924332, -0.0186756681650877, -0.043961286544799805, -0.050662994384765625, -0.046320684254169464, 0.014624637551605701, -0.07291344553232193, -0.05008341372013092, -0.07795699685811996, 0.10227950662374496, -0.02868100441992283, 0.04603936895728111, -0.15477602183818817, 0.07050671428442001, -0.11860441416501999, -0.005583525635302067, -0.013957299292087555, 0.041822098195552826, -0.029583653435111046, 0.09227102249860764, -0.000805335643235594, -0.006997889839112759, -0.028377624228596687, 0.06125180795788765, -0.0361526682972908, 0.18918435275554657, -0.1440107226371765, -0.07843828201293945, 0.23297472298145294, -0.08111386001110077, -0.17147280275821686, 0.07877665013074875, -0.00564511027187109, 0.03930824249982834, 0.07262928783893585, 0.20300354063510895, 0.03377463296055794, -0.08516329526901245, 0.07864326238632202, 0.12478803843259811, -0.0667872205376625, -0.15714265406131744, 0.027166549116373062, -0.055829498916864395, -0.06043929606676102, 0.06079784035682678, 0.057687126100063324, 0.04079199582338333, -0.018100788816809654, -0.07650356739759445, -0.038516171276569366, -0.009311852976679802, -0.005464407615363598, 0.0066190119832754135, 0.06086193025112152, -0.05710221827030182, 0.000679491029586643, 0.01728496327996254, 0.01062643900513649, -0.019885433837771416, 0.03330477327108383, -0.0887884795665741, 0.08514732122421265, 0.04047030955553055, 0.028807366266846657, -0.1393473595380783, -0.032127734273672104, -0.016432534903287888, 0.09875119477510452, 0.024743616580963135, 0.07963584363460541, 0.02027064934372902, -0.009885936044156551, 0.009870662353932858, 0.015591723844408989, 0.15907759964466095, 0.0047269780188798904, -0.05804547294974327, -0.07341016083955765, 0.04020007699728012, -0.04703819006681442, 0.04026389122009277, -0.07542353123426437, 0.02233351767063141, 0.03775416687130928, 0.08768070489168167, -0.028906870633363724, 0.05348202958703041, -0.017350969836115837, 0.03775010630488396, -0.10081803053617477, 0.02937227115035057, 0.10366753488779068, 0.019248811528086662, -0.07471467554569244, 0.19543549418449402, -0.18117211759090424, 0.19516035914421082, 0.1891903430223465, -0.24236315488815308, 0.031935662031173706, -0.08360524475574493, -0.01815204508602619, 0.014953016303479671, 0.04682271555066109, -0.03423098102211952, 0.12208002060651779, -0.001412046723999083, 0.20396167039871216, -0.05984296277165413, -0.03884221613407135, -0.02015049383044243, -0.06679671257734299, -0.01759226992726326, 0.07706693559885025, 0.19517502188682556, -0.11010116338729858, 0.19608451426029205, 0.2189774066209793, 0.015792755410075188, 0.19199298322200775, -0.054939061403274536, -0.004357376601547003, 0.03167875483632088, 0.028401697054505348, -0.01418951153755188, -0.06140752136707306, -0.18493737280368805, -0.019041938707232475, 0.06826569885015488, -0.0023531513288617134, 0.08774177730083466, -0.15707510709762573, -0.07085301727056503, -0.010514793917536736, -0.04396972432732582, -0.00659945560619235, 0.07330530136823654, 0.04646284505724907, 0.11031211912631989, -0.05091498792171478, -0.08766470104455948, 0.11120960861444473, -0.013429693877696991, -0.09415291249752045, 0.18497833609580994, -0.1332586705684662, -0.27275487780570984, -0.20447927713394165, -0.13930317759513855, -0.04643048718571663, 0.033662665635347366, 0.1219082623720169, -0.05102665349841118, -0.02889748476445675, -0.03898587450385094, -0.006368701346218586, -0.06655491143465042, -0.024714473634958267, -0.0765710324048996, 0.06438997387886047, -0.09106584638357162, -0.1383177787065506, -0.07214749604463577, 0.006529000587761402, -0.07582353800535202, 0.10377801209688187, -0.08046982437372208, 0.07191146910190582, 0.20016522705554962, 0.020197657868266106, 0.04306711629033089, -0.054286595433950424, 0.16032281517982483, -0.04209532216191292, -0.025745278224349022, 0.20814594626426697, -0.03262554481625557, 0.07754285633563995, 0.1739788055419922, 0.03437434509396553, -0.10355934500694275, 0.009044291451573372, -0.030331378802657127, -0.08080603927373886, -0.24519161880016327, -0.12930545210838318, -0.13781137764453888, 0.07894985377788544, -0.00041843278449960053, 0.07920405268669128, 0.16113579273223877, 0.0328388512134552, -0.02165657840669155, -0.005958153400570154, 0.012939782813191414, 0.09454730898141861, 0.3071444630622864, -0.022831056267023087, 0.11695606261491776, -0.09134162962436676, -0.12437211722135544, 0.06748352944850922, 0.09974125027656555, 0.10235818475484848, 0.10730358213186264, 0.1417284607887268, 0.05745657905936241, 0.109458789229393, 0.11554564535617828, 0.06917354464530945, 0.026059571653604507, -0.0128870764747262, -0.01884598471224308, -0.047701891511678696, -0.04383677989244461, 0.03938468173146248, 0.005943661089986563, -0.1534896343946457, -0.029103565961122513, -0.10540119558572769, 0.02645592950284481, 0.10071668773889542, 0.046375785022974014, -0.17990241944789886, 0.04254411906003952, 0.09094327688217163, -0.017302745953202248, -0.08499917387962341, 0.11556100845336914, -0.007226492278277874, -0.09324675798416138, 0.06977047026157379, -0.027823256328701973, 0.12268751859664917, -0.05119137465953827, 0.09478563070297241, -0.08867528289556503, -0.09158127754926682, 0.05152679979801178, 0.13223636150360107, -0.31480610370635986, 0.22191748023033142, 0.011616157367825508, -0.02657749131321907, -0.1046130433678627, 0.008676744066178799, -0.00433374335989356, 0.12937606871128082, 0.11491965502500534, -0.023752916604280472, -0.026824727654457092, -0.09706518799066544, 0.008150935173034668, 0.016133712604641914, 0.10971342027187347, -0.025976231321692467, 0.004288826137781143, -0.05973823741078377, -0.006186197977513075, -0.018386470153927803, -0.016754567623138428, 0.009484238922595978, -0.2033403366804123, 0.05927295237779617, 0.09894398599863052, 0.052468638867139816, 0.002678699791431427, -0.001347336103208363, -0.11091993749141693, 0.19082419574260712, -0.13211286067962646, -0.07250300794839859, -0.1004791110754013, -0.1364165097475052, 0.04199579358100891, -0.06874111294746399, 0.058928657323122025, -0.08536459505558014, 0.016893498599529266, -0.08652383834123611, -0.19034679234027863, 0.0910826176404953, -0.07607907801866531, -0.01698780618607998, -0.03560171648859978, 0.1921405792236328, -0.12265437841415405, 0.0052637141197919846, 0.05341840907931328, 0.02771051414310932, -0.08786550909280777, -0.11217855662107468, -0.009433303959667683, -0.001406422583386302, 0.05954356491565704, -0.03252324089407921, -0.1224108338356018, -0.037268780171871185, -0.010329218581318855, -0.05917952209711075, 0.2999487817287445, 0.2187468707561493, -0.05861378833651543, 0.17655757069587708, 0.15678617358207703, -0.134957417845726, -0.33168351650238037, -0.16531243920326233, -0.15095514059066772, -0.04792968928813934, 0.025104276835918427, -0.17139863967895508, 0.04378907009959221, 0.011162204667925835, -0.03908165544271469, 0.10531377792358398, -0.27087315917015076, -0.09717028588056564, 0.16245946288108826, 0.007576015777885914, 0.29650700092315674, -0.16203148663043976, -0.1252691000699997, -0.05245879292488098, -0.19824475049972534, 0.15850113332271576, -0.008757795207202435, 0.12341219931840897, -0.010899278335273266, 0.10099710524082184, 0.03181251510977745, -0.040751487016677856, 0.08509304374456406, 0.0015605260850861669, 0.03247866407036781, -0.1160479336977005, -0.08039996027946472, 0.07399601489305496, 0.01868111453950405, 0.05791741982102394, -0.1531979739665985, 0.023286426439881325, -0.1256178468465805, -0.03750099241733551, -0.06108058989048004, 0.07890970259904861, -0.0025055331643670797, -0.0723038986325264, -0.02844776026904583, -0.05895956978201866, -0.0021860708948224783, -0.008119367994368076, 0.25430750846862793, -0.05905209109187126, 0.16006916761398315, 0.21369293332099915, 0.14833040535449982, -0.12198811769485474, 0.026736101135611534, -0.06996004283428192, -0.07760636508464813, 0.0628414899110794, -0.09501086175441742, 0.037265364080667496, 0.11413941532373428, -0.01953834481537342, 0.08998626470565796, 0.08204205334186554, 0.004428850021213293, -0.0010541359661146998, 0.13432194292545319, -0.20328626036643982, -0.0975344106554985, -0.038580723106861115, 0.03928987309336662, 0.08047710359096527, 0.08452307432889938, 0.15235967934131622, 0.00037002129829488695, -0.009327090345323086, 0.001474428572691977, 0.019680287688970566, -0.04031401127576828, 0.03535119816660881, 0.03397469222545624, 0.0208174679428339, -0.1492328941822052, 0.07379671186208725, 0.030046412721276283, -0.10849732905626297, 0.027652248740196228, 0.14637531340122223, -0.11027547717094421, -0.13618651032447815, -0.04862895607948303, 0.1483180820941925, -0.1847430169582367, -0.048848189413547516, -0.07734422385692596, -0.13340948522090912, 0.06313521414995193, 0.1632358878850937, 0.06480717658996582, 0.11497774720191956, -0.04224463552236557, -0.05750863999128342, -0.01704270951449871, 0.018459530547261238, -0.0789419636130333, 0.00978124514222145, -0.07044193893671036, 0.07344971597194672, -0.015744337812066078, 0.10109684616327286, -0.0676000639796257, -0.07341236621141434, -0.14598681032657623, 0.0490090548992157, -0.13814009726047516, -0.040481384843587875, -0.0829804316163063, -0.024161774665117264, 0.020245717838406563, -0.0107099749147892, -0.06890948116779327, -0.031066907569766045, -0.1309657096862793, 0.0038432476576417685, -0.04645400121808052, 0.08538859337568283, -0.11963433772325516, -0.009406006895005703, 0.06501420587301254, -0.017338646575808525, 0.09781237691640854, 0.051812633872032166, -0.08799107372760773, 0.09450780600309372, -0.17748022079467773, -0.059971172362565994, 0.11138448119163513, 0.04347001388669014, 0.04667762666940689, 0.09432704746723175, 0.011066826991736889, 0.11815443634986877, 0.006419398356229067, 0.0395522303879261, 0.0115228071808815, -0.15092717111110687, -0.0022371248342096806, -0.0069303312338888645, -0.1574215292930603, -0.024384891614317894, -0.056433115154504776, 0.08092036843299866, -0.013386795297265053, 0.1664617657661438, -0.04257618263363838, 0.07705137878656387, -0.06484120339155197, 0.006446958519518375, -0.0054891398176550865, -0.13779881596565247, -0.1164204478263855, -0.11977269500494003, -0.002518631285056472, 0.0011405585100874305, 0.2514675557613373, 0.05467285215854645, -0.041474517434835434, 0.04481711611151695, 0.07786549627780914, 0.06403175741434097, 0.017865223810076714, 0.252556711435318, 0.09304007887840271, -0.029461238533258438, -0.10261604934930801, 0.03601466864347458, -0.012583564035594463, 0.004545318428426981, 0.10284079611301422, 0.060755420476198196, -0.013510146178305149, 0.0849129930138588, 0.07747051864862442, 0.004884149879217148, -0.0874275267124176, -0.13647274672985077, 0.005355523899197578, 0.07830627262592316, -0.05056929215788841, 0.12896236777305603, 0.1772010624408722, -0.05586778745055199, 0.055333711206912994, -0.03259924799203873, -0.038317516446113586, -0.18611907958984375, -0.16189345717430115, -0.0678890123963356, -0.09218407422304153, 0.03022364340722561, -0.0730174109339714, 0.09238692373037338, 0.07723776996135712, 0.04475007578730583, -0.06895385682582855, 0.049559760838747025, 0.018916714936494827, -0.08149933069944382, 0.015497888438403606, -0.03277002274990082, 0.0776696726679802, -0.08763428032398224, -0.0015654037706553936, -0.06456174701452255, -0.05498988553881645, -0.019865509122610092, 0.07166989147663116, 0.008925316855311394, 0.030427947640419006, -0.15969885885715485, -0.07509320974349976, -0.019053271040320396, 0.05036920681595802, 0.006823450326919556, 0.18021629750728607, 0.01384647749364376, -0.01835900917649269, 0.06530740112066269, 0.16194935142993927, -0.0721328929066658, -0.12150059640407562, -0.020176894962787628, 0.2454943209886551, 0.06488897651433945, 0.11302047967910767, -0.018696097657084465, 0.005879201460629702, -0.06359369307756424, 0.36017295718193054, 0.28953471779823303, -0.05755159258842468, 0.02411792427301407, 0.0058403718285262585, 0.044558871537446976, 0.09882339835166931, 0.16070808470249176, 0.08601278066635132, 0.3100587725639343, -0.07103677839040756, -0.027514256536960602, -0.051591143012046814, -0.00938641931861639, -0.1530408412218094, 0.1255580484867096, -0.015984632074832916, -0.08935748785734177, -0.002289040479809046, 0.08944105356931686, -0.209994375705719, 0.10023496299982071, -0.05447563901543617, -0.17133371531963348, -0.02982838824391365, -0.00810319185256958, 0.16420282423496246, 0.00524667464196682, 0.052508339285850525, -0.01989777944982052, -0.05965555086731911, 0.07350297272205353, 0.0032468021381646395, -0.2395874708890915, -0.004351929761469364, 0.045689452439546585, -0.08290106058120728, 0.019568951800465584, -0.011235476471483707, 0.08967099338769913, 0.08514802157878876, 0.07531918585300446, -0.025645490735769272, 0.1292107254266739, 0.04758137837052345, -0.03856822848320007, 0.04328180477023125, -0.06906381994485855, 0.006956453435122967, -0.04149477183818817, 0.027194958180189133, -0.05563168227672577, 0.075407475233078, -0.013891380280256271, -0.04898293316364288, -0.03882455453276634, 0.013285758905112743, -0.06947959214448929, 0.05467653274536133, 0.03800047188997269, -0.01249175239354372, -0.03014686331152916, -0.04558296501636505, -0.010045044124126434, 0.006432196591049433, -0.19045120477676392, -0.07966047525405884, -0.10804365575313568, -0.07226384431123734, 0.10115943849086761, 0.01591714285314083, -0.20092904567718506, 0.011988738551735878, -0.07256118953227997, 0.05508629232645035, -0.207462877035141, 0.06193775311112404, 0.1502080112695694, 0.007425861898809671, -0.002701717196032405, -0.11042651534080505, 0.04479391500353813, 0.040122419595718384, -0.09328794479370117, -0.08583210408687592 ]

[ "transformers", "safetensors", "llama", "text-generation", "trl", "dpo", "generated_from_trainer", "base_model:meta-llama/Llama-2-7b-hf", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "region:us" ]

[]

[]

[ "### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 1e-07\n* train\\_batch\\_size: 4\n* eval\\_batch\\_size: 1\n* seed: 42\n* gradient\\_accumulation\\_steps: 2\n* total\\_train\\_batch\\_size: 8\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: cosine\n* lr\\_scheduler\\_warmup\\_steps: 100\n* training\\_steps: 600", "### Training results", "### Framework versions\n\n\n* Transformers 4.37.2\n* Pytorch 2.0.0+cu117\n* Datasets 2.16.1\n* Tokenizers 0.15.1" ]

[ "TAGS\n#transformers #safetensors #llama #text-generation #trl #dpo #generated_from_trainer #base_model-meta-llama/Llama-2-7b-hf #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n", "### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 1e-07\n* train\\_batch\\_size: 4\n* eval\\_batch\\_size: 1\n* seed: 42\n* gradient\\_accumulation\\_steps: 2\n* total\\_train\\_batch\\_size: 8\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: cosine\n* lr\\_scheduler\\_warmup\\_steps: 100\n* training\\_steps: 600", "### Training results", "### Framework versions\n\n\n* Transformers 4.37.2\n* Pytorch 2.0.0+cu117\n* Datasets 2.16.1\n* Tokenizers 0.15.1" ]

[ 78, 145, 4, 33 ]

[ "passage: TAGS\n#transformers #safetensors #llama #text-generation #trl #dpo #generated_from_trainer #base_model-meta-llama/Llama-2-7b-hf #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 1e-07\n* train\\_batch\\_size: 4\n* eval\\_batch\\_size: 1\n* seed: 42\n* gradient\\_accumulation\\_steps: 2\n* total\\_train\\_batch\\_size: 8\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: cosine\n* lr\\_scheduler\\_warmup\\_steps: 100\n* training\\_steps: 600### Training results### Framework versions\n\n\n* Transformers 4.37.2\n* Pytorch 2.0.0+cu117\n* Datasets 2.16.1\n* Tokenizers 0.15.1" ]

[ -0.14161552488803864, 0.08493252098560333, -0.001991202123463154, 0.07630768418312073, 0.1461876928806305, 0.011391343548893929, 0.10250824689865112, 0.13534197211265564, -0.09030944108963013, 0.08638802170753479, 0.13543763756752014, 0.12306223809719086, 0.05380627140402794, 0.1792844831943512, -0.03605106472969055, -0.30686697363853455, 0.004290611483156681, -0.01801573671400547, -0.1634557545185089, 0.12814702093601227, 0.09042762964963913, -0.12290111929178238, 0.05508195236325264, -0.036345675587654114, -0.12088274210691452, -0.029906470328569412, -0.019118966534733772, -0.041694290935993195, 0.13408081233501434, 0.0009656833135522902, 0.11151456087827682, 0.05765058100223541, 0.1024923250079155, -0.22022075951099396, 0.011352304369211197, 0.06257786601781845, 0.042654186487197876, 0.08409188687801361, 0.067856565117836, -0.02890690788626671, 0.08048248291015625, -0.10315509885549545, 0.06923627108335495, 0.03760276734828949, -0.1220332607626915, -0.22888696193695068, -0.10261441022157669, 0.04069261625409126, 0.15608464181423187, 0.08669902384281158, -0.024162812158465385, 0.06668531149625778, -0.08306103944778442, 0.08265429735183716, 0.23220892250537872, -0.2657664716243744, -0.08519136905670166, 0.0632399469614029, 0.05770058184862137, 0.06628189235925674, -0.12556569278240204, -0.005577246192842722, 0.0408441387116909, 0.008789077401161194, 0.1224137544631958, 0.006720016710460186, 0.08404979109764099, 0.00605608569458127, -0.14659033715724945, -0.03807760402560234, 0.112822987139225, 0.07745931297540665, -0.040751416236162186, -0.08334781974554062, -0.038664404302835464, -0.220107302069664, -0.04276376962661743, -0.016494888812303543, 0.033506255596876144, -0.050355780869722366, -0.10101165622472763, 0.010416064411401749, -0.07460948079824448, -0.11081621050834656, 0.04853363707661629, 0.1397119015455246, 0.035806894302368164, -0.04295719042420387, 0.025618350133299828, 0.16191212832927704, 0.0634719580411911, -0.15514637529850006, -0.003935717977583408, 0.02110871858894825, -0.07926300913095474, -0.04214753583073616, -0.026452194899320602, 0.003590664127841592, 0.007011646870523691, 0.14181303977966309, -0.043078649789094925, 0.04647762328386307, 0.05336561053991318, 0.027756843715906143, -0.11517435312271118, 0.14704608917236328, -0.07639744877815247, -0.09031733870506287, -0.033316291868686676, 0.14429599046707153, -0.00033189813257195055, -0.0097902100533247, -0.08497394621372223, 0.015200742520391941, 0.11073299497365952, 0.06838124990463257, -0.028105704113841057, 0.039817921817302704, -0.07422094792127609, -0.014736166223883629, 0.03360555320978165, -0.09826644510030746, 0.018552659079432487, 0.0011033520568162203, -0.08314287662506104, -0.054417096078395844, -0.0006119474419392645, 0.018494771793484688, 0.02091001160442829, 0.13554279506206512, -0.08248520642518997, -0.025446871295571327, -0.1041877493262291, -0.09732320159673691, 0.004740554839372635, -0.06661480665206909, -0.010850624181330204, -0.07493153214454651, -0.16560989618301392, -0.059311505407094955, 0.04970494285225868, -0.059793710708618164, -0.06405585259199142, -0.08685619384050369, -0.10487820208072662, 0.03098674863576889, -0.005312477704137564, 0.15610529482364655, -0.05002950504422188, 0.13479728996753693, 0.019235307350754738, 0.07801852375268936, 0.06392628699541092, 0.0453004390001297, -0.05293004959821701, 0.06987324357032776, -0.21747228503227234, 0.07068710774183273, -0.06914392113685608, 0.09164124727249146, -0.12310799956321716, -0.09757144004106522, -0.028827648609876633, -0.011216114275157452, 0.09419669210910797, 0.16368401050567627, -0.17766883969306946, -0.07351018488407135, 0.19446656107902527, -0.06693500280380249, -0.1296204924583435, 0.10718977451324463, -0.030268630012869835, 0.04394906014204025, 0.036525480449199677, 0.14471207559108734, 0.09564220160245895, -0.0810692310333252, 0.007803974207490683, -0.04163648188114166, 0.09624675661325455, 0.023695126175880432, 0.09831397980451584, -0.029776599258184433, 0.014685533009469509, -0.002650031354278326, -0.06583462655544281, 0.046128083020448685, -0.10526357591152191, -0.08434944599866867, -0.0033791991882026196, -0.10101637989282608, 0.06598611176013947, 0.046085163950920105, 0.047609440982341766, -0.09060540795326233, -0.11062131822109222, 0.006136314943432808, 0.10978896915912628, -0.07304392755031586, 0.010967427864670753, -0.0436752587556839, 0.0653451681137085, -0.03295118361711502, -0.0013605947606265545, -0.1459486037492752, -0.06406304240226746, 0.024890776723623276, 0.027033856138586998, -0.022523080930113792, -0.02996046654880047, 0.08258476108312607, 0.07022454589605331, -0.08229059725999832, -0.08383830636739731, -0.06020374968647957, -0.006913879420608282, -0.10883812606334686, -0.23907645046710968, -0.0616888590157032, -0.0337006114423275, 0.21937230229377747, -0.26063403487205505, 0.049238644540309906, 0.010585066862404346, 0.12088499963283539, 0.03892930597066879, -0.03622904047369957, -0.006243881303817034, 0.05355599522590637, -0.031672872602939606, -0.08910190314054489, 0.04294148087501526, -0.012881794944405556, -0.13256686925888062, -0.017447806894779205, -0.12674808502197266, 0.12635420262813568, 0.09766015410423279, 0.005540641490370035, -0.13790924847126007, -0.082375667989254, -0.06991377472877502, -0.04679787531495094, -0.02954793907701969, -0.011453194543719292, 0.09607504308223724, 0.037289660423994064, 0.12479782104492188, -0.07780054956674576, -0.05718047916889191, 0.03045499511063099, -0.0019428618252277374, 0.017948349937796593, 0.14847104251384735, 0.04780002683401108, -0.06782475858926773, 0.12724973261356354, 0.1329546868801117, -0.03728514537215233, 0.1485375612974167, -0.04401277378201485, -0.09542256593704224, -0.0259963758289814, 0.06045197322964668, 0.043810389935970306, 0.13591231405735016, -0.08652495592832565, -0.006907781586050987, 0.001970461802557111, 0.027924925088882446, 0.001125055132433772, -0.20656712353229523, -0.048771340399980545, 0.046393390744924545, -0.05906682088971138, -0.007768647279590368, -0.027568064630031586, -0.018890483304858208, 0.10620219260454178, 0.04110954329371452, -0.05404508858919144, 0.012195657938718796, -0.008487631566822529, -0.07958459854125977, 0.2303888499736786, -0.08365393429994583, -0.12186779081821442, -0.11006592214107513, 0.016065871343016624, -0.010205141268670559, 0.018428195267915726, 0.027245178818702698, -0.10821183025836945, 0.01048239041119814, -0.0706203505396843, 0.01714341528713703, -0.023372499272227287, 0.036676015704870224, -0.022554554045200348, 0.022642213851213455, 0.05335238575935364, -0.08207574486732483, 0.01969062350690365, -0.01887441612780094, -0.05912984162569046, 0.048051800578832626, 0.006593379192054272, 0.11308502405881882, 0.1795247495174408, 0.019578149542212486, 0.018067874014377594, -0.04601963609457016, 0.1445808708667755, -0.13481369614601135, 0.004236350301653147, 0.1023426279425621, 0.02836390770971775, 0.05565197020769119, 0.15921729803085327, 0.03994835168123245, -0.10073650628328323, 0.05690280348062515, 0.04160666838288307, -0.02515868842601776, -0.21364809572696686, -0.007000173907727003, -0.04218534007668495, 0.02844647504389286, 0.09993015974760056, 0.029871435835957527, 0.015058117918670177, 0.05955163389444351, -0.0212086234241724, -0.004655669443309307, 0.007551607210189104, 0.07451166957616806, -0.0037036635912954807, 0.02746344916522503, 0.12472178786993027, -0.014762470498681068, -0.04357771947979927, 0.0108449412509799, 0.02114904299378395, 0.23124311864376068, -0.025928348302841187, 0.12362241744995117, 0.042465925216674805, 0.15523840487003326, -0.01261551771312952, 0.0830100029706955, 0.03100481815636158, -0.04937855154275894, 0.002920519793406129, -0.05758383497595787, -0.025127016007900238, 0.055086370557546616, 0.01108434796333313, 0.06102275848388672, -0.14924529194831848, 0.03804083168506622, 0.04048629477620125, 0.32406070828437805, 0.09717771410942078, -0.32174521684646606, -0.0995611846446991, 0.01392699871212244, -0.04136345908045769, -0.035300787538290024, 0.01199976447969675, 0.12648063898086548, -0.1134551465511322, 0.04418709874153137, -0.08330031484365463, 0.07252400368452072, -0.05353996157646179, 0.0024703352246433496, 0.05977727845311165, 0.07065840065479279, -0.030738787725567818, 0.0626261830329895, -0.27156469225883484, 0.31174972653388977, -0.0040961685590445995, 0.06817854195833206, -0.03692346811294556, 0.010357976891100407, 0.034586165100336075, 0.04176049679517746, 0.11387674510478973, -0.006939304526895285, -0.025131454691290855, -0.20378653705120087, -0.0954156368970871, 0.0030222157947719097, 0.14690779149532318, -0.13893140852451324, 0.13421200215816498, -0.023056533187627792, -0.02463286928832531, 0.05024610459804535, -0.04940839856863022, -0.07717157900333405, -0.07620202004909515, 0.016348468139767647, -0.04594220966100693, 0.08633437752723694, -0.11119058728218079, -0.1004498228430748, -0.04457131028175354, 0.16944937407970428, -0.09336040169000626, -0.02407723106443882, -0.14707332849502563, 0.0808262750506401, 0.11319030076265335, -0.07235920429229736, 0.045829396694898605, 0.016048021614551544, 0.10123349726200104, 0.011264683678746223, 0.016041556373238564, 0.12742380797863007, -0.07800111174583435, -0.2464425414800644, -0.07530175894498825, 0.1642690747976303, 0.04264312610030174, 0.06205834075808525, -0.01822507381439209, 0.014083093963563442, 0.006642275955528021, -0.08243417739868164, 0.06514788419008255, 0.0036566401831805706, 0.06675569713115692, 0.04637619107961655, -0.050181515514850616, 0.07886400818824768, -0.06977617740631104, -0.06372594833374023, 0.1286562979221344, 0.33888721466064453, -0.09397824853658676, 0.013717643916606903, 0.043125223368406296, -0.033473629504442215, -0.1857336461544037, 0.05250366032123566, 0.11096002161502838, 0.03754708915948868, 0.007558238692581654, -0.18780723214149475, 0.04652976244688034, 0.106540746986866, -0.03514163941144943, 0.11429151147603989, -0.30829721689224243, -0.13406899571418762, 0.06547512114048004, 0.12494201958179474, 0.003693316364660859, -0.17477315664291382, -0.05716431885957718, -0.015881940722465515, -0.07381860911846161, 0.04656665772199631, -0.053863249719142914, 0.12117781490087509, -0.010957539081573486, 0.025728942826390266, 0.02825700305402279, -0.06330259889364243, 0.1403273344039917, 0.000501404982060194, 0.08247188478708267, -0.02424146793782711, -0.002905412809923291, 0.030228648334741592, -0.09065691381692886, -5.180144171390566e-7, -0.07123144716024399, 0.03795658051967621, -0.0957704409956932, -0.02688702940940857, -0.09389156103134155, 0.03509591892361641, -0.06322121620178223, -0.07590479403734207, -0.019454054534435272, 0.06401140242815018, 0.05591844022274017, -0.0019702333956956863, 0.1129116639494896, -0.04322034865617752, 0.17797905206680298, 0.08396784961223602, 0.10313868522644043, -0.007153445389121771, -0.025877296924591064, 0.005681009031832218, -0.01878134347498417, 0.0466340146958828, -0.1556415557861328, 0.010045552626252174, 0.1406545788049698, 0.051468104124069214, 0.1381310075521469, 0.07681798934936523, -0.05149869993329048, -0.002086829859763384, 0.0853889212012291, -0.1047838106751442, -0.11288486421108246, -0.0159587599337101, -0.0029367944225668907, -0.1561107635498047, 0.056092970073223114, 0.10144614428281784, -0.05693075433373451, -0.0034439796581864357, 0.0022734953090548515, 0.016186943277716637, -0.03588287904858589, 0.2200503647327423, 0.05948741361498833, 0.10708919912576675, -0.073041170835495, 0.07584347575902939, 0.03746764734387398, -0.1291164755821228, 0.0019722608849406242, 0.091354139149189, -0.09147029370069504, -0.020022306591272354, 0.029055071994662285, 0.07946354895830154, -0.011109904386103153, -0.009881563484668732, -0.13942833244800568, -0.12712834775447845, 0.06288671493530273, 0.11809185892343521, 0.04598172754049301, 0.036670982837677, -0.007264489773660898, 0.04625953361392021, -0.13549937307834625, 0.11565124243497849, 0.06886447966098785, 0.09612572193145752, -0.15471291542053223, 0.16658557951450348, -0.017156874760985374, 0.019493183121085167, -0.008163114078342915, 0.02718929760158062, -0.11932532489299774, 0.01132405735552311, -0.07606100291013718, -0.07399489730596542, -0.04612155631184578, -0.027006594464182854, -0.010563947260379791, -0.04014243558049202, -0.016211481764912605, -0.005057913716882467, -0.1111670583486557, -0.05571385845541954, -0.0060588764026761055, 0.042079657316207886, -0.09424429386854172, -0.03552846238017082, 0.030838092789053917, -0.11748597025871277, 0.09613138437271118, 0.02605842985212803, 0.054979514330625534, 0.008277315646409988, -0.09478344023227692, 0.04710986092686653, 0.028440190479159355, -0.03335466980934143, 0.035841476172208786, -0.1278867870569229, -0.022342028096318245, -0.06858151406049728, 0.02263338305056095, 0.019552696496248245, 0.018164394423365593, -0.1402820497751236, 0.015465252101421356, -0.03758426383137703, -0.0458935908973217, -0.06868303567171097, 0.05289562791585922, 0.04521247744560242, 0.008858448825776577, 0.1409885287284851, -0.07575363665819168, 0.05254237726330757, -0.22376078367233276, -0.020512986928224564, -0.01874355785548687, -0.0751773789525032, -0.06319872289896011, -0.03240064159035683, 0.09224102646112442, -0.06285244971513748, 0.045628830790519714, -0.054708804935216904, 0.06641270965337753, 0.027845941483974457, -0.11207417398691177, 0.08789411187171936, 0.0546644888818264, 0.18735431134700775, 0.05939610302448273, -0.03790764510631561, 0.055762045085430145, 0.05475184693932533, 0.07410241663455963, 0.09387966990470886, 0.19044147431850433, 0.14284199476242065, -0.0008471159962937236, 0.09219053387641907, 0.027122247964143753, -0.11440422385931015, -0.16109146177768707, 0.07494671642780304, -0.041874807327985764, 0.08506733179092407, -0.031217949464917183, 0.18556417524814606, 0.13196565210819244, -0.20069020986557007, 0.020685983821749687, -0.042539142072200775, -0.09417597204446793, -0.08901400119066238, -0.03913618624210358, -0.06857331097126007, -0.17396113276481628, 0.004773683380335569, -0.10556530207395554, 0.013703661970794201, 0.0916701927781105, 0.0245354026556015, 0.030565395951271057, 0.18591617047786713, 0.06451249122619629, 0.03282279893755913, 0.10293980687856674, 0.027730386704206467, 0.006870341021567583, -0.03884812444448471, -0.11448643356561661, 0.009007669053971767, -0.062273841351270676, 0.031234070658683777, -0.07913142442703247, -0.10514623671770096, 0.05480562895536423, 0.04153084754943848, -0.10827437788248062, 0.020919131115078926, 0.01420621108263731, 0.06339307874441147, 0.07424839586019516, 0.011425373144447803, -0.01165571715682745, -0.027682553976774216, 0.2774999737739563, -0.111423060297966, -0.04646053537726402, -0.11095459014177322, 0.2896787226200104, 0.022517887875437737, 0.004843558184802532, 0.00874282419681549, -0.10453513264656067, 0.020398130640387535, 0.16800354421138763, 0.17042283713817596, -0.06022435054183006, -0.011300657875835896, 0.016827911138534546, -0.01725582592189312, -0.040480636060237885, 0.08332035690546036, 0.1160358190536499, 0.03896898031234741, -0.0789642184972763, -0.021956641227006912, -0.0198113564401865, -0.06192247197031975, -0.028855660930275917, 0.08456598967313766, 0.04222406446933746, 0.019579891115427017, -0.0399106927216053, 0.11272495985031128, -0.03556407243013382, -0.13871854543685913, 0.06813163310289383, -0.1991814225912094, -0.17513395845890045, -0.06024312227964401, 0.01669587567448616, -0.005401613190770149, 0.07673601806163788, -0.005918265786021948, -0.025650886818766594, 0.08161743730306625, -0.002822536276653409, -0.02388043887913227, -0.10824398696422577, 0.06604516506195068, -0.07086725533008575, 0.20062053203582764, -0.063865065574646, -0.018287619575858116, 0.1390523910522461, 0.027688702568411827, -0.09026740491390228, 0.043733660131692886, 0.09282741695642471, -0.08806810528039932, 0.046410027891397476, 0.17005954682826996, -0.03988802060484886, 0.11495517194271088, 0.04400039464235306, -0.16080233454704285, 0.027514247223734856, -0.08103995025157928, -0.061315275728702545, -0.08870255202054977, 0.004186167847365141, -0.022321069613099098, 0.14506617188453674, 0.23946057260036469, -0.06538959592580795, 0.025842469185590744, -0.05909944325685501, 0.007838193327188492, 0.06025328487157822, 0.09960468113422394, -0.03315578028559685, -0.2622605860233307, 0.012441215105354786, 0.04942648857831955, -0.004481398966163397, -0.27754977345466614, -0.09416232258081436, 0.03172125667333603, -0.0552034005522728, -0.07689578086137772, 0.1032489687204361, 0.05692441761493683, 0.056877151131629944, -0.04817086458206177, -0.09911758452653885, -0.06625343859195709, 0.201289564371109, -0.17413508892059326, -0.07536915689706802 ]

[ "transformers", "safetensors", "arxiv:1910.09700", "endpoints_compatible", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ "TAGS\n#transformers #safetensors #arxiv-1910.09700 #endpoints_compatible #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ 31, 6, 3, 82, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4 ]

[ "passage: TAGS\n#transformers #safetensors #arxiv-1910.09700 #endpoints_compatible #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact" ]

[ -0.06646376848220825, 0.2168014943599701, -0.00225935154594481, 0.023818302899599075, 0.1271018385887146, -0.001635765191167593, 0.04218708351254463, 0.13324736058712006, -0.020175931975245476, 0.11144465953111649, 0.046588581055402756, 0.09377603232860565, 0.09928803145885468, 0.18404334783554077, 0.04859916493296623, -0.2059975117444992, 0.007056170143187046, -0.09090408682823181, 0.014076028019189835, 0.1116579994559288, 0.13719257712364197, -0.10291384905576706, 0.08272874355316162, -0.04045208916068077, -0.02019004337489605, 0.00012576708104461432, -0.09259183704853058, -0.07032395154237747, 0.06885425746440887, 0.06264153122901917, 0.051234472543001175, 0.001456156256608665, 0.09140396863222122, -0.2864592671394348, 0.017265573143959045, 0.08406311273574829, 0.0027674848679453135, 0.06290827691555023, 0.07236549258232117, -0.07389893382787704, 0.11328595131635666, -0.08021481335163116, 0.13019037246704102, 0.08625296503305435, -0.062064990401268005, -0.23071379959583282, -0.07525765895843506, 0.0963398814201355, 0.12251301854848862, 0.06215599179267883, -0.022921854630112648, 0.15455181896686554, -0.06248689442873001, 0.012971068732440472, 0.1294165402650833, -0.11526761949062347, -0.05572471022605896, 0.061741601675748825, 0.11775490641593933, 0.10740239918231964, -0.14110268652439117, -0.0017287094378843904, 0.04900608956813812, 0.029121357947587967, 0.08589313924312592, 0.022661056369543076, 0.12003941088914871, 0.04652795568108559, -0.13695219159126282, -0.04037507623434067, 0.12011898308992386, 0.038862764835357666, -0.06446044892072678, -0.2168138176202774, -0.006778308190405369, -0.0601806715130806, -0.014732478186488152, -0.07019448280334473, 0.039128515869379044, -0.02470310963690281, 0.07317749410867691, -0.04465159401297569, -0.1063927412033081, -0.0421026237308979, 0.0892222449183464, 0.07748593389987946, 0.011527054943144321, -0.02519804798066616, 0.04627908393740654, 0.13455867767333984, 0.05402068421244621, -0.10399353504180908, -0.07017925381660461, -0.06942764669656754, -0.09420394152402878, -0.04035796597599983, 0.056760527193546295, 0.031942449510097504, 0.02665667235851288, 0.22703726589679718, 0.016653569415211678, 0.04155244305729866, 0.0224777739495039, 0.01032855175435543, 0.043662428855895996, 0.0955500528216362, -0.05303520709276199, -0.15660029649734497, -0.04072032496333122, 0.09077946096658707, -0.0027527001220732927, -0.036689214408397675, -0.03966725245118141, 0.03849169611930847, 0.06843466311693192, 0.13122352957725525, 0.07552056759595871, -0.017929591238498688, -0.04813180863857269, -0.030096933245658875, 0.23523783683776855, -0.1493375599384308, 0.04426715523004532, -0.02271856553852558, -0.01804111897945404, -0.03908449783921242, 0.03597262129187584, 0.022118929773569107, -0.000004518366949923802, 0.09706240892410278, -0.058981191366910934, -0.05378659814596176, -0.10168042778968811, -0.03272576630115509, 0.04088849574327469, -0.013975566253066063, -0.010589460842311382, -0.09025166928768158, -0.09490354359149933, -0.04766594246029854, 0.05537205561995506, -0.05123869329690933, -0.03770573064684868, 0.009465423412621021, -0.08151785284280777, -0.005444355774670839, -0.005417742300778627, 0.10699385404586792, -0.03222226724028587, 0.04445803165435791, -0.027600755915045738, 0.05225523188710213, 0.09919606149196625, 0.031576547771692276, -0.0773419588804245, 0.0561848059296608, -0.22559374570846558, 0.07503069192171097, -0.11481974273920059, 0.04335082694888115, -0.1704932004213333, -0.042439818382263184, 0.005444696638733149, 0.0139949731528759, 0.013206101022660732, 0.12720820307731628, -0.19255615770816803, -0.01654396951198578, 0.13260798156261444, -0.09212633967399597, -0.118110790848732, 0.07884611934423447, -0.029701577499508858, 0.1624738723039627, 0.04682036489248276, -0.027025915682315826, 0.09224298596382141, -0.16434773802757263, -0.07092688232660294, -0.00949116237461567, -0.01727987825870514, 0.12109188735485077, 0.07512219995260239, -0.05991523340344429, 0.046571120619773865, 0.02832140028476715, -0.038078423589468, -0.04424772411584854, -0.050857074558734894, -0.10884185880422592, -0.01070026308298111, -0.08987759798765182, 0.04065500199794769, -0.01250192429870367, -0.07916021347045898, -0.029885273426771164, -0.18612512946128845, -0.0030564051121473312, 0.10038342326879501, 0.0035033065360039473, -0.005652366206049919, -0.08666291832923889, 0.026358824223279953, -0.03112892620265484, -0.008404186926782131, -0.16764774918556213, -0.04399421438574791, 0.046902090311050415, -0.16094985604286194, 0.020117372274398804, -0.06413903087377548, 0.06334125250577927, 0.03641495108604431, -0.05590536445379257, -0.0248766727745533, -0.01730942726135254, 0.011945613659918308, -0.05083848536014557, -0.18994836509227753, -0.056277405470609665, -0.037882111966609955, 0.149809330701828, -0.25956398248672485, 0.032966937869787216, 0.051140617579221725, 0.14649195969104767, 0.00406361510977149, -0.05115427449345589, 0.01429014839231968, -0.05360214412212372, -0.054652128368616104, -0.06746816635131836, -0.006135428790003061, -0.027576493099331856, -0.05147203803062439, 0.019243421033024788, -0.1755700707435608, -0.021410830318927765, 0.09424154460430145, 0.12876708805561066, -0.1486445665359497, -0.018640631809830666, -0.048725154250860214, -0.06339836865663528, -0.0715010017156601, -0.07038594037294388, 0.10712739825248718, 0.0513901449739933, 0.04796046018600464, -0.07435787469148636, -0.07092321664094925, 0.02726263552904129, 0.006906150374561548, -0.03382374346256256, 0.08727246522903442, 0.05199531093239784, -0.09209315478801727, 0.0756213590502739, 0.1092359870672226, 0.07177663594484329, 0.09363535046577454, 0.01574566215276718, -0.11756632477045059, -0.028492970392107964, 0.036266472190618515, 0.02740776725113392, 0.1465986967086792, -0.05952361226081848, 0.04016614332795143, 0.04494241625070572, -0.04170418903231621, 0.022319864481687546, -0.08787637203931808, 0.024075502529740334, 0.025203049182891846, -0.0034381982404738665, 0.06284574419260025, -0.02525499276816845, -0.0050758360885083675, 0.07016654312610626, 0.047779910266399384, 0.04621000960469246, 0.009655474685132504, -0.01720241829752922, -0.1047825813293457, 0.16950392723083496, -0.0951867327094078, -0.269941508769989, -0.17632324993610382, 0.026197833940386772, 0.04035249724984169, -0.022378476336598396, 0.031619444489479065, -0.07056326419115067, -0.10630585998296738, -0.1060405746102333, -0.002429972169920802, 0.01714223250746727, -0.06364088505506516, -0.0741225928068161, 0.07348573952913284, 0.04382912442088127, -0.14902326464653015, 0.038552410900592804, 0.055694397538900375, -0.057955220341682434, -0.0233661737293005, 0.09118817001581192, 0.12397737801074982, 0.14583967626094818, -0.021366750821471214, -0.028626007959246635, 0.029004426673054695, 0.19620531797409058, -0.13469526171684265, 0.10371150821447372, 0.13814030587673187, -0.04545360431075096, 0.08360563963651657, 0.1560150384902954, 0.029186224564909935, -0.08317049592733383, 0.05044832453131676, 0.04082648828625679, -0.043159641325473785, -0.2666129767894745, -0.0534592866897583, 0.012832709588110447, -0.06255637854337692, 0.09786593168973923, 0.10183793306350708, 0.11542957276105881, 0.034910861402750015, -0.07166364789009094, -0.043925940990448, -0.0058974819257855415, 0.11737963557243347, -0.05490213260054588, -0.012639665976166725, 0.07686592638492584, -0.05086168646812439, 0.005355054512619972, 0.10266812145709991, 0.02973790094256401, 0.17442677915096283, 0.020399179309606552, 0.11231429129838943, 0.06195578724145889, 0.08633565157651901, 0.0007386076031252742, 0.02951662428677082, 0.05147615820169449, 0.017203815281391144, -0.002300140680745244, -0.10421168059110641, -0.006156572140753269, 0.1449710875749588, 0.028103826567530632, 0.029669636860489845, -0.0018948549404740334, -0.005003341939300299, 0.05121048167347908, 0.1746254414319992, -0.011592294089496136, -0.22072425484657288, -0.0845772922039032, 0.06936841458082199, -0.06218599155545235, -0.12968985736370087, -0.026130788028240204, 0.045467354357242584, -0.17519839107990265, 0.026703642681241035, -0.027433741837739944, 0.0919293761253357, -0.09345759451389313, -0.02221956104040146, 0.03687324374914169, 0.084866963326931, -0.014529162086546421, 0.08703910559415817, -0.14498743414878845, 0.11886418610811234, 0.02978132851421833, 0.09024628251791, -0.11081171780824661, 0.07909037172794342, -0.007550720125436783, 0.009180475026369095, 0.19379350543022156, -0.011335089802742004, -0.03514958545565605, -0.08774717897176743, -0.11210042238235474, -0.013537433929741383, 0.12687496840953827, -0.1243172138929367, 0.08773399889469147, -0.015198243781924248, -0.044079482555389404, 0.00937260314822197, -0.12100647389888763, -0.17273177206516266, -0.19628387689590454, 0.05585884302854538, -0.09575839340686798, 0.025643249973654747, -0.11914430558681488, -0.07089093327522278, -0.02952558360993862, 0.241120383143425, -0.1745356321334839, -0.06510113179683685, -0.1468164622783661, -0.046294767409563065, 0.1662203073501587, -0.04437198117375374, 0.0718095526099205, -0.0208172257989645, 0.20345525443553925, 0.005988610442727804, -0.004939318168908358, 0.06724198162555695, -0.08892562240362167, -0.16873881220817566, -0.06771010160446167, 0.1510489284992218, 0.11680185794830322, 0.04907919466495514, -0.002248800592496991, 0.0011772146681323647, -0.016943959519267082, -0.1137804463505745, -0.0033210667315870523, 0.16037839651107788, 0.03878779336810112, 0.025986969470977783, -0.05243593826889992, -0.08797456324100494, -0.06899320334196091, -0.06853509694337845, 0.06221301481127739, 0.19590823352336884, -0.10376439243555069, 0.1700313836336136, 0.147536963224411, -0.07305635511875153, -0.23175598680973053, 0.035342130810022354, 0.04983805492520332, 0.0014306638622656465, 0.04886869341135025, -0.18252557516098022, 0.10521943867206573, 0.019543392583727837, -0.05505957826972008, 0.13485197722911835, -0.1557481735944748, -0.1552847921848297, 0.0722852572798729, 0.03904085233807564, -0.22423844039440155, -0.1354004591703415, -0.09622503817081451, -0.05825018882751465, -0.14065024256706238, 0.06054598465561867, -0.002136280992999673, 0.015948504209518433, 0.03500790148973465, -0.0015643214574083686, 0.027123261243104935, -0.058935679495334625, 0.18609118461608887, -0.004065449349582195, 0.020676052197813988, -0.060264769941568375, -0.0478842556476593, 0.09839435666799545, -0.06130504235625267, 0.12208222597837448, 0.004057085141539574, 0.01594383642077446, -0.10362856835126877, -0.048314861953258514, -0.04328322783112526, 0.05154227837920189, -0.07548051327466965, -0.10070807486772537, -0.043625857681035995, 0.08841723203659058, 0.07005169242620468, -0.03383097052574158, 0.00549331633374095, -0.07189501076936722, 0.10019614547491074, 0.17795267701148987, 0.17573626339435577, 0.009926567785441875, -0.07241068035364151, 0.01677953451871872, -0.04142116755247116, 0.044231921434402466, -0.2513144314289093, 0.03756171092391014, 0.06098250672221184, 0.029438555240631104, 0.09217222779989243, -0.020435843616724014, -0.1820858269929886, -0.04050002992153168, 0.08094815909862518, -0.05452597141265869, -0.22617179155349731, -0.019085140898823738, 0.0954197570681572, -0.2020406424999237, -0.007372708059847355, 0.03995226323604584, -0.048725228756666183, -0.023169852793216705, 0.00010950004070764408, 0.06317184865474701, 0.002471912419423461, 0.09773622453212738, 0.0735151618719101, 0.09715340286493301, -0.08337292820215225, 0.10562895983457565, 0.10150538384914398, -0.09572599828243256, 0.03605884686112404, 0.06754924356937408, -0.05300498008728027, -0.043293699622154236, 0.03665391728281975, 0.033023297786712646, 0.005234600510448217, -0.060321882367134094, 0.013913018628954887, -0.036497246474027634, 0.044923391193151474, 0.08326134830713272, 0.03754979372024536, -0.013354414142668247, 0.06462216377258301, 0.03401726484298706, -0.10898099094629288, 0.10366570204496384, 0.01731540448963642, 0.04105307161808014, -0.08384523540735245, -0.019968897104263306, 0.035425446927547455, 0.030576206743717194, -0.01765924133360386, -0.02306121215224266, -0.02860277332365513, -0.01614218018949032, -0.14299540221691132, -0.023106401786208153, -0.07243485748767853, 0.006181265693157911, 0.014656842686235905, -0.031884219497442245, -0.011233693920075893, 0.02475680410861969, -0.06979699432849884, -0.07426341623067856, -0.006949664559215307, 0.09833318740129471, -0.15115703642368317, 0.008848577737808228, 0.06907843053340912, -0.11088496446609497, 0.08190931379795074, -0.008411259390413761, 0.016245156526565552, 0.022527478635311127, -0.15448406338691711, 0.05601610988378525, 0.0008648968650959432, 0.01916889287531376, 0.025886621326208115, -0.16471809148788452, 0.004104440100491047, -0.04661374166607857, -0.02149827405810356, -0.00004464812809601426, -0.02647159807384014, -0.12325995415449142, 0.06858719140291214, -0.015622655861079693, -0.035931166261434555, -0.02701525390148163, 0.0539589487016201, 0.07888586074113846, -0.027474910020828247, 0.10445091128349304, -0.008690856397151947, 0.04941811040043831, -0.16801609098911285, -0.02470702864229679, -0.04982255399227142, 0.019377702847123146, 0.009884213097393513, -0.007693959400057793, 0.04183054715394974, -0.00976533442735672, 0.21883612871170044, -0.05075952783226967, 0.1607085019350052, 0.05847611650824547, -0.017352959141135216, -0.0007513365126214921, 0.06180921941995621, 0.05997028574347496, 0.04658793285489082, 0.009480604901909828, 0.023740366101264954, -0.022450892254710197, -0.006695089396089315, -0.15932634472846985, 0.01890849508345127, 0.14999441802501678, 0.06301083415746689, 0.024745315313339233, 0.05866100639104843, -0.12775006890296936, -0.12135478109121323, 0.09311001747846603, -0.026755332946777344, 0.00928465835750103, -0.08245618641376495, 0.1358020007610321, 0.14980104565620422, -0.14000412821769714, 0.05256148427724838, -0.06134212389588356, -0.05217423290014267, -0.10388828068971634, -0.12032219022512436, -0.05887215584516525, -0.053666237741708755, 0.002330566756427288, -0.03760887682437897, 0.054546963423490524, 0.03344334661960602, -0.009351172484457493, -0.00022941511997487396, 0.13597318530082703, -0.019751882180571556, -0.0028988157864660025, 0.048313532024621964, 0.03693558648228645, 0.02373051457107067, -0.05275435373187065, 0.02940409444272518, 0.02539868652820587, 0.032232340425252914, 0.06546790152788162, 0.033412106335163116, -0.047448933124542236, 0.03804153576493263, -0.0025254099164158106, -0.11207924783229828, 0.019641218706965446, -0.00460948096588254, -0.0742158442735672, 0.1268945336341858, 0.0407399944961071, 0.010224059224128723, -0.03741471841931343, 0.24361543357372284, -0.06653323769569397, -0.06378097087144852, -0.13251738250255585, 0.10491154342889786, -0.0027236645109951496, 0.06476365029811859, 0.023412218317389488, -0.1284150779247284, 0.005243356805294752, 0.13858191668987274, 0.12181595712900162, 0.0045748427510261536, 0.009228081442415714, 0.0518609918653965, 0.0025186820421367884, -0.06998204439878464, 0.054019294679164886, 0.06992026418447495, 0.12919506430625916, -0.07847554981708527, 0.07680778950452805, 0.0006860480643808842, -0.08370215445756912, -0.02947772853076458, 0.11312682181596756, -0.0409729965031147, 0.03491825982928276, -0.047444481402635574, 0.10916327685117722, -0.05787910893559456, -0.29412412643432617, 0.02350960113108158, -0.09588567912578583, -0.15202060341835022, -0.018367812037467957, 0.05944539234042168, -0.02624768204987049, 0.018029648810625076, 0.06971040368080139, -0.06011629104614258, 0.20098382234573364, 0.0335683599114418, -0.07864278554916382, -0.0664360448718071, 0.04837050288915634, -0.06564252078533173, 0.2949807047843933, 0.008418165147304535, 0.02863333560526371, 0.10770907253026962, -0.03253700211644173, -0.18271861970424652, 0.010723991319537163, 0.1133992001414299, -0.08056149631738663, 0.08200647681951523, 0.19000613689422607, -0.012578671798110008, 0.1209007054567337, 0.05294662341475487, -0.047376248985528946, 0.04217283055186272, -0.03389401361346245, -0.051268599927425385, -0.10752558708190918, 0.058453381061553955, -0.05909625440835953, 0.15447644889354706, 0.10152646154165268, -0.05671518296003342, -0.004550917539745569, -0.05555408447980881, 0.04875178262591362, 0.01804669201374054, 0.12263146042823792, 0.02951994352042675, -0.1865430772304535, 0.032826557755470276, -0.01144319772720337, 0.10186848044395447, -0.25588861107826233, -0.08421015739440918, 0.08833149075508118, -0.011924264021217823, -0.05105875805020332, 0.10560628771781921, 0.057650718837976456, 0.04243382066488266, -0.043439045548439026, -0.10480839014053345, -0.02186836116015911, 0.14663739502429962, -0.1469624787569046, -0.025013303384184837 ]

[ "peft", "arxiv:1910.09700", "base_model:meta-llama/Llama-2-13b-chat-hf", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\n\n\n- Developed by: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact", "## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: bfloat16", "### Framework versions\n\n\n- PEFT 0.7.0.dev0", "## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: bfloat16", "### Framework versions\n\n\n- PEFT 0.7.0.dev0" ]

[ "TAGS\n#peft #arxiv-1910.09700 #base_model-meta-llama/Llama-2-13b-chat-hf #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\n\n\n- Developed by: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact", "## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: bfloat16", "### Framework versions\n\n\n- PEFT 0.7.0.dev0", "## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: bfloat16", "### Framework versions\n\n\n- PEFT 0.7.0.dev0" ]

[ 38, 6, 3, 45, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4, 154, 14, 154, 14 ]

[ "passage: TAGS\n#peft #arxiv-1910.09700 #base_model-meta-llama/Llama-2-13b-chat-hf #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\n\n\n- Developed by: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact" ]

[ -0.08950838446617126, 0.17622625827789307, -0.003707088530063629, 0.032576385885477066, 0.08380123972892761, 0.019701125100255013, 0.05203324928879738, 0.11702486872673035, -0.05330678075551987, 0.09448089450597763, 0.048484884202480316, 0.10060896724462509, 0.09846198558807373, 0.18868719041347504, -0.0011855853954330087, -0.2060726284980774, 0.015578063204884529, -0.10931064933538437, 0.005876870360225439, 0.12358442693948746, 0.15569306910037994, -0.09741293638944626, 0.08712729811668396, -0.01551457867026329, -0.010067826136946678, -0.025396287441253662, -0.07361544668674469, -0.05290524289011955, 0.04710441827774048, 0.07490185648202896, 0.047730859369039536, 0.003742797765880823, 0.08045824617147446, -0.2711505889892578, 0.01725192740559578, 0.03912210091948509, -0.010164672508835793, 0.08416316658258438, 0.08157632499933243, -0.061213672161102295, 0.10719792544841766, -0.04486960545182228, 0.12389195710420609, 0.06922121345996857, -0.06562015414237976, -0.1487942785024643, -0.0805540531873703, 0.06815578043460846, 0.16221418976783752, 0.07476766407489777, -0.04304589703679085, 0.16949640214443207, -0.13273242115974426, 0.007597264833748341, 0.046794891357421875, -0.035554688423871994, -0.08115267008543015, 0.060742560774087906, 0.09725039452314377, 0.07205293327569962, -0.13358467817306519, -0.029269445687532425, 0.031876083463430405, 0.026171350851655006, 0.07599646598100662, 0.02472980134189129, 0.14272165298461914, 0.05110684782266617, -0.13597595691680908, -0.032095685601234436, 0.1667022556066513, 0.05657454952597618, -0.05146843194961548, -0.20977118611335754, 0.010412882082164288, -0.06257046014070511, -0.019110077992081642, -0.0394989438354969, 0.04172099754214287, -0.026554755866527557, 0.06876977533102036, 0.0052980040200054646, -0.0955195426940918, -0.042122215032577515, 0.08467143774032593, 0.03501870483160019, 0.025577984750270844, -0.03146751970052719, -0.005369491875171661, 0.13237224519252777, 0.05266503989696503, -0.11971335113048553, -0.06415551900863647, -0.06459555774927139, -0.05922604724764824, -0.05847278982400894, 0.025247467681765556, 0.031127413734793663, 0.0707581415772438, 0.20909400284290314, 0.02113768272101879, 0.04728280380368233, 0.06350736320018768, 0.01767423190176487, 0.07364732772111893, 0.08452971279621124, -0.08042320609092712, -0.13752959668636322, -0.026864496991038322, 0.09401044249534607, -0.004670456051826477, -0.015377101488411427, -0.04042273387312889, 0.04590466991066933, 0.03928038105368614, 0.09635873883962631, 0.08342839032411575, -0.006302335299551487, -0.08958663791418076, -0.05172271281480789, 0.21430253982543945, -0.1486416757106781, 0.022579502314329147, 0.00532573601230979, -0.046220771968364716, -0.050389427691698074, 0.013791119679808617, 0.021902183070778847, -0.01725425384938717, 0.09078584611415863, -0.07412354648113251, -0.030390940606594086, -0.11564502120018005, -0.00758272223174572, 0.035115793347358704, 0.05083532631397247, -0.0026497903745621443, -0.019051065668463707, -0.06038069352507591, -0.07015779614448547, 0.08611448109149933, -0.08802679926156998, -0.06949871778488159, -0.022058209404349327, -0.08482711762189865, 0.008333494886755943, 0.004399609286338091, 0.13455772399902344, -0.032166268676519394, 0.04013873636722565, -0.009890900924801826, 0.05181796848773956, 0.06774567812681198, 0.03500198572874069, -0.053186893463134766, 0.056685443967580795, -0.19885419309139252, 0.10022944211959839, -0.09629994630813599, 0.028232630342245102, -0.15368616580963135, -0.016224225983023643, 0.024259883910417557, 0.00603050272911787, 0.023533180356025696, 0.13508757948875427, -0.2269131988286972, -0.009413540363311768, 0.1492016613483429, -0.08191759884357452, -0.11286741495132446, 0.05882270261645317, -0.06703686714172363, 0.13632111251354218, 0.024114999920129776, -0.03846221789717674, 0.05126623064279556, -0.1477012187242508, -0.034279413521289825, -0.027603546157479286, -0.011836200952529907, 0.11866577714681625, 0.09630073606967926, -0.0608704648911953, 0.048884205520153046, 0.020479585975408554, -0.032701265066862106, -0.042141854763031006, -0.050704531371593475, -0.12829554080963135, 0.0009587573586031795, -0.07328714430332184, 0.04790837690234184, -0.02088468335568905, -0.06889110058546066, -0.018932033330202103, -0.16518932580947876, 0.002006813418120146, 0.09172286838293076, 0.02033841609954834, -0.03539799153804779, -0.10069174319505692, 0.0036235731095075607, -0.011536587961018085, -0.035604726523160934, -0.13578550517559052, -0.02210777997970581, 0.019318837672472, -0.13882264494895935, 0.030753053724765778, -0.07345959544181824, 0.051180385053157806, 0.016524922102689743, -0.05861951783299446, -0.010977345518767834, -0.023012345656752586, 0.024373451247811317, -0.0456857830286026, -0.24518829584121704, -0.01426833588629961, -0.032443173229694366, 0.1618536114692688, -0.23377619683742523, 0.038241252303123474, 0.06515999883413315, 0.11937034130096436, -0.02269211784005165, -0.050194818526506424, 0.02402755618095398, -0.0810660794377327, -0.03478178381919861, -0.05240238085389137, -0.0170640479773283, -0.02249637059867382, -0.06970936059951782, 0.013335862196981907, -0.10944215208292007, -0.04154296964406967, 0.10713886469602585, 0.08292265236377716, -0.15724287927150726, -0.043278347700834274, -0.03408950939774513, -0.08576270937919617, -0.08529800176620483, -0.0566803403198719, 0.13487502932548523, 0.05090935528278351, 0.02855822816491127, -0.08846847712993622, -0.07940267771482468, 0.00988192018121481, -0.03207101300358772, -0.028083765879273415, 0.10094649344682693, 0.07611845433712006, -0.10813652724027634, 0.08834784477949142, 0.07578150928020477, 0.012136061675846577, 0.11384404450654984, -0.011400082148611546, -0.11351825296878815, -0.04137531667947769, 0.03633233532309532, 0.002555434126406908, 0.1695048063993454, -0.09464383870363235, 0.06803114712238312, 0.03927377983927727, -0.022211823612451553, 0.05476415529847145, -0.10076725482940674, 0.01427049096673727, 0.006726768799126148, -0.012228100560605526, -0.011376895941793919, -0.036163002252578735, 0.020614514127373695, 0.07891662418842316, 0.03816615790128708, 0.036182720214128494, 0.03572281077504158, -0.04122483730316162, -0.1245279312133789, 0.19345727562904358, -0.10554436594247818, -0.2273423671722412, -0.1516016721725464, 0.05401213839650154, 0.03572985157370567, -0.030572842806577682, 0.008941974490880966, -0.05140937119722366, -0.0966159775853157, -0.08070044219493866, 0.005514310672879219, 0.03883929178118706, -0.07613059133291245, -0.07262902706861496, 0.05921752378344536, 0.05427297204732895, -0.13442036509513855, 0.0406947135925293, 0.054035235196352005, -0.04148136079311371, 0.008404599502682686, 0.06944910436868668, 0.07862463593482971, 0.15086530148983002, -0.020428497344255447, -0.020412612706422806, 0.05437345430254936, 0.2643863558769226, -0.15086820721626282, 0.09670513868331909, 0.09954504668712616, -0.06504277884960175, 0.07992210984230042, 0.18344183266162872, 0.033216435462236404, -0.10660552978515625, 0.045308101922273636, 0.031075740233063698, -0.0188649483025074, -0.2811678647994995, -0.06357815116643906, 0.0033266504760831594, -0.10220301896333694, 0.062428005039691925, 0.0793466567993164, 0.09731262922286987, 0.04918764531612396, -0.06440604478120804, -0.07534892857074738, 0.02199655771255493, 0.07507231831550598, -0.04625728353857994, 0.0006049389485269785, 0.08203481882810593, -0.0200007613748312, 0.008962401188910007, 0.11015255749225616, 0.013906295411288738, 0.1873634159564972, 0.04269689694046974, 0.11463924497365952, 0.10168035328388214, 0.10507753491401672, 0.000024342234610230662, 0.015555954538285732, 0.02079109288752079, 0.012282595038414001, -0.002983907237648964, -0.08613301068544388, 0.02277722768485546, 0.12184786051511765, 0.06945348531007767, 0.04476168751716614, 0.024970298632979393, -0.050061535090208054, 0.05980529636144638, 0.1768452227115631, -0.01209972519427538, -0.1998264193534851, -0.062326882034540176, 0.06751304864883423, -0.082801952958107, -0.11640139669179916, -0.02261449582874775, 0.050769247114658356, -0.17440687119960785, 0.015001747757196426, -0.04254560545086861, 0.09033802151679993, -0.09127394109964371, -0.037229955196380615, 0.05321357026696205, 0.07545126974582672, -0.023492055013775826, 0.09048163145780563, -0.17921186983585358, 0.13352392613887787, 0.01737614907324314, 0.06370522826910019, -0.09815072268247604, 0.10393797606229782, 0.015243546105921268, -0.0071698566898703575, 0.14627893269062042, 0.008973979391157627, -0.019879506900906563, -0.058314017951488495, -0.10938628017902374, -0.0015536772552877665, 0.08220188319683075, -0.11720426380634308, 0.06481732428073883, 0.00044200546108186245, -0.019408708438277245, 0.010529479943215847, -0.0697939544916153, -0.14233455061912537, -0.1691078543663025, 0.06332679092884064, -0.12960782647132874, 0.05657918378710747, -0.10196143388748169, -0.07344398647546768, -0.006228356156498194, 0.1857890486717224, -0.19167372584342957, -0.0651763305068016, -0.13295814394950867, -0.08307469636201859, 0.17686748504638672, -0.038926977664232254, 0.07132517546415329, 0.017756011337041855, 0.17197521030902863, 0.030676020309329033, 0.013996497727930546, 0.10165295004844666, -0.0863775908946991, -0.18250107765197754, -0.06872538477182388, 0.145328551530838, 0.15727265179157257, 0.04947395995259285, -0.01222315151244402, 0.0006382534629665315, -0.05825969576835632, -0.12492486834526062, 0.00552456034347415, 0.14077237248420715, 0.09738009423017502, 0.015011516399681568, -0.02072962000966072, -0.12298290431499481, -0.06933344155550003, -0.07234511524438858, 0.010791660286486149, 0.1811780333518982, -0.06657543778419495, 0.1483541578054428, 0.12124106287956238, -0.0507206916809082, -0.18955619633197784, 0.04781363531947136, 0.0678601861000061, 0.021055543795228004, 0.06329847872257233, -0.1708568036556244, 0.10241113603115082, 0.03779063746333122, -0.056044332683086395, 0.12532320618629456, -0.13762390613555908, -0.15448996424674988, 0.08908607810735703, 0.059379611164331436, -0.23717626929283142, -0.10756765305995941, -0.09208329766988754, -0.04467558488249779, -0.11974717676639557, 0.07756773382425308, -0.008080631494522095, 0.01312070433050394, 0.038425788283348083, 0.04747161641716957, 0.010422809049487114, -0.04883774369955063, 0.2077513337135315, 0.00663892924785614, 0.03319171071052551, -0.04891526326537132, -0.10318257659673691, 0.04049978777766228, -0.04806138575077057, 0.09715691953897476, -0.014642413705587387, 0.021955221891403198, -0.1253223717212677, -0.0439610481262207, -0.06654173135757446, 0.030696231871843338, -0.09619533270597458, -0.09483709931373596, -0.05548068508505821, 0.10141977667808533, 0.07960876822471619, -0.03827962279319763, -0.018101584166288376, -0.08076406270265579, 0.028281690552830696, 0.192597895860672, 0.20835207402706146, 0.049149978905916214, -0.06995424628257751, 0.007349140010774136, -0.012700160034000874, 0.04521884396672249, -0.2468501627445221, 0.056316666305065155, 0.04637942090630531, 0.019014067947864532, 0.11265500634908676, -0.035475291311740875, -0.16250301897525787, -0.05557123199105263, 0.07098683714866638, -0.039137084037065506, -0.15694621205329895, -0.024994002655148506, 0.05066932737827301, -0.20187702775001526, -0.029669208452105522, 0.010474429465830326, -0.02148980274796486, -0.04393318295478821, 0.011044103652238846, 0.08090483397245407, -0.018578581511974335, 0.1367349922657013, 0.07980240881443024, 0.09522033482789993, -0.10692083835601807, 0.07168128341436386, 0.06122429668903351, -0.051465462893247604, 0.021644625812768936, 0.06818753480911255, -0.04446205869317055, -0.032580625265836716, 0.07838873565196991, 0.058368146419525146, 0.04023381322622299, -0.0497741736471653, -0.009552556090056896, -0.05499427020549774, 0.049196142703294754, 0.10447074472904205, 0.05076836422085762, 0.0006935194251127541, 0.047793444246053696, 0.018387768417596817, -0.08049451559782028, 0.10598240047693253, 0.05339374020695686, 0.02360537275671959, -0.0398079976439476, -0.03602069616317749, 0.018247995525598526, -0.010786417871713638, -0.0149832833558321, -0.016455529257655144, -0.07099823653697968, -0.013593231327831745, -0.13733075559139252, 0.04016523063182831, -0.08189219981431961, 0.01841694675385952, 0.022008292376995087, -0.05440347641706467, -0.007398437242954969, 0.015957478433847427, -0.07759089022874832, -0.04222242161631584, -0.0045568388886749744, 0.12033451348543167, -0.11743347346782684, 0.041315708309412, 0.0889706164598465, -0.10073781758546829, 0.08179357647895813, 0.005519764963537455, 0.006593905854970217, 0.027770070359110832, -0.18307223916053772, 0.07270024716854095, -0.02148648537695408, 0.003687589429318905, 0.03217103332281113, -0.22772879898548126, -0.010953521355986595, -0.03648538142442703, -0.016809485852718353, 0.0019160229712724686, -0.03937701880931854, -0.13335061073303223, 0.07287079840898514, -0.01058956515043974, -0.08660455048084259, -0.032185930758714676, 0.03226194903254509, 0.1112515926361084, -0.03534836322069168, 0.15059389173984528, -0.005941883195191622, 0.05801843851804733, -0.17130136489868164, -0.011426819488406181, -0.019129110500216484, 0.03652174770832062, -0.018265437334775925, -0.014729461632668972, 0.053084973245859146, -0.03412574157118797, 0.2234855443239212, -0.03480256348848343, 0.06502514332532883, 0.05183198302984238, 0.02280556410551071, -0.006614799611270428, 0.08636770397424698, 0.06560425460338593, -0.01096076425164938, 0.02718065120279789, 0.028059065341949463, -0.012954981066286564, -0.037562232464551926, -0.1630524843931198, 0.05572279915213585, 0.1581650972366333, 0.04094236344099045, 0.011616811156272888, 0.06928509473800659, -0.10752071440219879, -0.07898375391960144, 0.1387312412261963, -0.01259393710643053, -0.032576363533735275, -0.07013807445764542, 0.13943122327327728, 0.124080128967762, -0.19758351147174835, 0.07208021730184555, -0.0731193795800209, -0.07801702618598938, -0.10079838335514069, -0.14738084375858307, -0.061444323509931564, -0.052179500460624695, -0.011450962163507938, -0.06768535077571869, 0.05396997556090355, 0.10480605065822601, 0.0069710006937384605, -0.026146549731492996, 0.10475686937570572, 0.0007574855699203908, -0.027480410411953926, 0.0275881364941597, 0.06416697055101395, 0.01868068240582943, -0.10241235792636871, 0.016462087631225586, 0.0009010558133013546, 0.028261849656701088, 0.058421481400728226, 0.0037333546206355095, -0.035359520465135574, -0.012541528791189194, -0.022329136729240417, -0.11025683581829071, 0.038418930023908615, -0.031967371702194214, -0.03549599647521973, 0.11972174793481827, 0.021107889711856842, 0.0024782961700111628, -0.022964047268033028, 0.22632580995559692, -0.07606904208660126, -0.0824858620762825, -0.1684485524892807, 0.048732075840234756, -0.06246444582939148, 0.03944636881351471, 0.04816613346338272, -0.1110905185341835, 0.02492443658411503, 0.13681943714618683, 0.13383808732032776, -0.017702074721455574, 0.0072706313803792, 0.041554342955350876, -0.001966990763321519, -0.051138825714588165, 0.022816691547632217, 0.04751669988036156, 0.09492984414100647, -0.05958498641848564, 0.09289880096912384, -0.006714127957820892, -0.08313115686178207, 0.011414550244808197, 0.11385775357484818, -0.004354037344455719, 0.008586743846535683, -0.06612556427717209, 0.14033369719982147, -0.05520116165280342, -0.2502851188182831, 0.03959165886044502, -0.0734434500336647, -0.16861815750598907, -0.03511347249150276, 0.018955450505018234, -0.019131824374198914, 0.017461534589529037, 0.07813186943531036, -0.05068197101354599, 0.17512299120426178, 0.04293905943632126, -0.08064883947372437, -0.06616055220365524, 0.07387921214103699, -0.11062787473201752, 0.28079262375831604, 0.012751048430800438, 0.06857820600271225, 0.10455191880464554, -0.016430502757430077, -0.11872978508472443, 0.042664192616939545, 0.10075171291828156, -0.07164205610752106, 0.08039859682321548, 0.18360178172588348, 0.0013276869431138039, 0.15462037920951843, 0.06878916919231415, -0.0453730933368206, 0.03654608130455017, -0.12163300812244415, -0.05294680967926979, -0.10768717527389526, 0.08729486167430878, -0.07798956334590912, 0.15596513450145721, 0.13275524973869324, -0.07110930234193802, -0.006204865872859955, -0.025767024606466293, 0.08593760430812836, -0.009336618706583977, 0.1176052987575531, 0.00486786337569356, -0.20527753233909607, 0.022964732721447945, 0.006658138707280159, 0.10234756767749786, -0.21353045105934143, -0.06055140495300293, 0.06063069403171539, -0.027994666248559952, -0.050338197499513626, 0.11621229350566864, 0.05960828810930252, 0.04527933895587921, -0.034697841852903366, -0.03217756003141403, -0.02518811635673046, 0.13280846178531647, -0.11107352375984192, -0.014744595624506474 ]

[ "transformers", "safetensors", "mistral", "text-generation", "merge", "mergekit", "lazymergekit", "paulml/OmniBeagleMBX-v3-7B", "flemmingmiguel/MBX-7B-v3", "base_model:paulml/OmniBeagleMBX-v3-7B", "base_model:flemmingmiguel/MBX-7B-v3", "license:cc-by-nc-4.0", "autotrain_compatible", "endpoints_compatible", "has_space", "text-generation-inference", "region:us" ]

[]

[]

[ "# OmniBeagleSquaredMBX-v3-7B-v2\n\nOmniBeagleSquaredMBX-v3-7B-v2 is a merge of the following models using LazyMergekit:\n* paulml/OmniBeagleMBX-v3-7B\n* flemmingmiguel/MBX-7B-v3", "## Configuration", "## Usage" ]

[ "TAGS\n#transformers #safetensors #mistral #text-generation #merge #mergekit #lazymergekit #paulml/OmniBeagleMBX-v3-7B #flemmingmiguel/MBX-7B-v3 #base_model-paulml/OmniBeagleMBX-v3-7B #base_model-flemmingmiguel/MBX-7B-v3 #license-cc-by-nc-4.0 #autotrain_compatible #endpoints_compatible #has_space #text-generation-inference #region-us \n", "# OmniBeagleSquaredMBX-v3-7B-v2\n\nOmniBeagleSquaredMBX-v3-7B-v2 is a merge of the following models using LazyMergekit:\n* paulml/OmniBeagleMBX-v3-7B\n* flemmingmiguel/MBX-7B-v3", "## Configuration", "## Usage" ]

[ 141, 76, 4, 3 ]

[ "passage: TAGS\n#transformers #safetensors #mistral #text-generation #merge #mergekit #lazymergekit #paulml/OmniBeagleMBX-v3-7B #flemmingmiguel/MBX-7B-v3 #base_model-paulml/OmniBeagleMBX-v3-7B #base_model-flemmingmiguel/MBX-7B-v3 #license-cc-by-nc-4.0 #autotrain_compatible #endpoints_compatible #has_space #text-generation-inference #region-us \n# OmniBeagleSquaredMBX-v3-7B-v2\n\nOmniBeagleSquaredMBX-v3-7B-v2 is a merge of the following models using LazyMergekit:\n* paulml/OmniBeagleMBX-v3-7B\n* flemmingmiguel/MBX-7B-v3## Configuration## Usage" ]

[ -0.06234949082136154, 0.05820516496896744, -0.00727345235645771, 0.015646426007151604, 0.06367037445306778, 0.03878484666347504, 0.14595240354537964, 0.06733425706624985, -0.012260440737009048, 0.05690404400229454, 0.07479167729616165, 0.16737407445907593, 0.02614988200366497, 0.15545320510864258, -0.09173812717199326, -0.152118518948555, 0.061128318309783936, 0.0035613635554909706, -0.11122430860996246, 0.07232972979545593, 0.11904038488864899, -0.05292807146906853, 0.12510010600090027, 0.008974689058959484, -0.09478283673524857, 0.016692573204636574, -0.006047461181879044, -0.024135839194059372, 0.06887827813625336, 0.11482097953557968, 0.029863540083169937, 0.06239994987845421, -0.03767300397157669, -0.1538001298904419, 0.02299194410443306, 0.00537490239366889, -0.04231223091483116, 0.05663584917783737, 0.07164479792118073, -0.04716935381293297, 0.1029573455452919, -0.08183029294013977, -0.0002716149901971221, 0.08669918775558472, -0.10274285823106766, -0.0688176304101944, -0.10049785673618317, 0.06873901933431625, 0.01658768393099308, 0.013443243689835072, -0.003039749339222908, 0.14894185960292816, -0.008762512356042862, 0.12405093014240265, 0.17326413094997406, -0.3326236605644226, -0.026273898780345917, 0.15885792672634125, 0.06582833081483841, -0.009613459929823875, 0.003647909965366125, 0.06049738824367523, -0.004330512601882219, 0.011443807743489742, 0.07453475892543793, -0.09913338720798492, 0.10542260110378265, -0.04618152603507042, -0.12575028836727142, -0.013559112325310707, 0.19238144159317017, 0.04258391633629799, -0.0428011454641819, -0.10807961970567703, -0.05327100306749344, 0.06538411974906921, -0.0481128990650177, -0.028542498126626015, 0.03942250460386276, -0.030229130759835243, 0.008595500141382217, -0.07956476509571075, -0.041325896978378296, -0.0057886457070708275, -0.07729441672563553, 0.1358763873577118, -0.015248805284500122, 0.018108418211340904, -0.0063936724327504635, 0.03966519236564636, -0.16360174119472504, -0.10610537230968475, -0.030906662344932556, -0.03575288504362106, -0.009599907323718071, -0.05373755097389221, -0.06966343522071838, -0.09190227836370468, 0.10734923183917999, 0.22550563514232635, -0.04631907492876053, 0.05068749561905861, 0.00436042994260788, 0.04874441772699356, 0.01450691744685173, -0.0026460865046828985, -0.06591210514307022, -0.20385783910751343, 0.06363756954669952, 0.04901910945773125, 0.03234071284532547, -0.00009542315092403442, -0.09533481299877167, -0.05660881847143173, 0.03387303277850151, 0.020967887714505196, 0.06560347229242325, 0.11777916550636292, -0.04856438189744949, -0.055633220821619034, 0.16494032740592957, -0.1046750470995903, 0.029622621834278107, -0.0072339684702456, -0.009101570583879948, -0.024297695606946945, 0.08264844119548798, 0.0379088819026947, -0.01430241484194994, 0.0438263826072216, -0.05841713026165962, -0.04592801630496979, -0.02432400733232498, -0.12082970142364502, 0.010469619184732437, -0.012989405542612076, -0.01663975976407528, -0.10870137065649033, -0.15667663514614105, -0.020202135667204857, 0.055554673075675964, -0.03291696682572365, -0.04913165047764778, -0.028896484524011612, -0.019107883796095848, -0.006689792964607477, 0.010984431952238083, 0.08861745893955231, -0.005288665182888508, 0.010469594039022923, 0.0451883040368557, 0.04201122373342514, -0.1047523021697998, 0.016685454174876213, -0.04839637130498886, 0.07956652343273163, -0.1781591773033142, 0.05403012037277222, -0.05825371667742729, 0.027286550030112267, -0.12245598435401917, -0.01642124354839325, -0.023632550612092018, 0.029354890808463097, 0.030586138367652893, 0.13060323894023895, -0.03164184093475342, -0.07727881520986557, 0.13126929104328156, -0.10996069014072418, -0.15724577009677887, 0.06696271896362305, 0.02855532057583332, 0.024944059550762177, 0.04508039355278015, 0.11595035344362259, 0.1507725566625595, -0.059999000281095505, -0.03690027445554733, 0.039253946393728256, -0.003925712779164314, -0.008727621287107468, 0.08270705491304398, -0.040683813393116, -0.045856814831495285, 0.039519052952528, -0.008731520734727383, 0.039248086512088776, -0.013629652559757233, -0.047075361013412476, -0.052190594375133514, -0.08299994468688965, 0.028864918276667595, -0.06964003294706345, 0.013381864875555038, -0.05731262266635895, -0.033733710646629333, 0.07217437028884888, 0.09556904435157776, -0.017207717522978783, -0.0014030055608600378, -0.09171687066555023, 0.09171168506145477, -0.09429408609867096, 0.03907514363527298, -0.12135642021894455, -0.037371326237916946, 0.012802484445273876, -0.04723101109266281, 0.027179865166544914, 0.02477814070880413, 0.1132522001862526, 0.05468811094760895, -0.048961006104946136, -0.029365884140133858, 0.12681466341018677, 0.017393184825778008, -0.030788103118538857, -0.14340567588806152, -0.07795640826225281, -0.06065328046679497, 0.15764598548412323, -0.11723855137825012, 0.06062263995409012, 0.05876545235514641, 0.1406753659248352, 0.02735130675137043, -0.022861311212182045, 0.027721073478460312, 0.007527905981987715, -0.024255359545350075, -0.009931874461472034, 0.07148251682519913, 0.0176418237388134, -0.08370045572519302, 0.1152501329779625, -0.16449475288391113, 0.21184806525707245, 0.11470714956521988, -0.020496586337685585, -0.020282922312617302, -0.09617254137992859, 0.0001511035516159609, -0.04698094353079796, 0.0945454090833664, -0.08808876574039459, 0.012660134583711624, 0.02244848571717739, 0.14522479474544525, -0.05721631646156311, -0.050602421164512634, 0.017077095806598663, -0.034819770604372025, -0.0898357480764389, 0.05425944924354553, -0.009810354560613632, -0.19433076679706573, 0.10825587809085846, 0.15610544383525848, 0.01610524393618107, 0.10251230001449585, 0.02416030503809452, 0.01599121280014515, -0.08797794580459595, 0.03855540230870247, 0.046861689537763596, -0.02869579941034317, -0.14684763550758362, 0.013791961595416069, 0.07314659655094147, 0.009484467096626759, 0.06941210478544235, -0.026939887553453445, 0.035997241735458374, 0.056543610990047455, -0.0154164033010602, 0.1188153326511383, 0.09621176868677139, -0.004176477435976267, 0.05896336957812309, 0.0010042275534942746, -0.018435724079608917, 0.016460342332720757, -0.01236247830092907, -0.09356521815061569, 0.14438632130622864, -0.13121679425239563, -0.22179464995861053, -0.16484330594539642, -0.16135449707508087, -0.11524875462055206, -0.012924994342029095, 0.028409603983163834, 0.013162536546587944, -0.0647459328174591, -0.12908640503883362, 0.008087833411991596, -0.026167845353484154, -0.027418984100222588, -0.013914071023464203, 0.011921257711946964, 0.046394284814596176, -0.1311151534318924, -0.04167427495121956, 0.04467497020959854, -0.07691927999258041, 0.05767971649765968, -0.02168622799217701, 0.08906193822622299, 0.06455068290233612, 0.022370057180523872, 0.029008910059928894, -0.0008012950420379639, 0.2841670513153076, -0.0041387346573174, 0.06306308507919312, 0.19426977634429932, -0.031506381928920746, 0.05494406074285507, 0.13134680688381195, 0.024735605344176292, -0.05475432798266411, -0.016462020576000214, -0.012074068188667297, -0.0215081088244915, -0.1328151822090149, -0.11074326187372208, -0.08217277377843857, 0.018775708973407745, 0.05944420024752617, 0.06185927987098694, 0.0839296504855156, 0.07895021885633469, -0.05762241780757904, 0.05494218319654465, 0.08470827341079712, 0.07805502414703369, 0.2099292129278183, -0.012564118020236492, 0.10519575327634811, -0.021789003163576126, -0.011320498771965504, 0.06194809079170227, 0.04013397544622421, 0.032034773379564285, 0.06958042830228806, 0.16585032641887665, 0.06198854371905327, 0.006066799163818359, 0.026754647493362427, 0.09307891875505447, -0.0308506041765213, -0.018883781507611275, -0.02595953643321991, -0.11165272444486618, -0.000013880496226192918, 0.024189725518226624, 0.0349159874022007, 0.06400717794895172, -0.03245456889271736, -0.004554883111268282, 0.06792671978473663, 0.0943334698677063, 0.04860587790608406, -0.22932344675064087, -0.02721935324370861, 0.049065690487623215, 0.021756503731012344, -0.04731432721018791, -0.04344480484724045, 0.061793070286512375, -0.09199801087379456, 0.11204878985881805, -0.030551264062523842, 0.08240459114313126, -0.02537250705063343, 0.027859047055244446, -0.024890806525945663, 0.13234977424144745, -0.015928970649838448, 0.041967906057834625, -0.274464875459671, 0.10381092876195908, 0.06502475589513779, 0.008329855278134346, -0.013250747695565224, 0.061877284198999405, 0.027435852214694023, 0.13912135362625122, 0.08170749247074127, 0.012626885436475277, 0.08054710179567337, -0.06843674182891846, -0.053265634924173355, 0.0009765980066731572, 0.06415463984012604, -0.03724674507975578, 0.07081851363182068, -0.051629457622766495, -0.06836233288049698, 0.010151795111596584, 0.09642508625984192, -0.1745299994945526, -0.1517496407032013, 0.09395458549261093, 0.07124771177768707, 0.013440871611237526, -0.0905575156211853, -0.00942261703312397, -0.1450633406639099, 0.30455198884010315, -0.06679081171751022, -0.046002838760614395, -0.11496468633413315, -0.0042964620515704155, 0.11458843946456909, -0.07005506753921509, 0.0772104263305664, -0.06419912725687027, 0.0646100640296936, -0.09225549548864365, -0.10793889313936234, 0.04027649015188217, -0.1001099944114685, -0.06497909873723984, -0.019447607919573784, 0.10496670752763748, -0.07265423238277435, 0.02120654098689556, 0.009169631637632847, 0.04185838624835014, -0.006205981597304344, -0.06922561675310135, 0.017400158569216728, 0.07721642404794693, 0.0391264408826828, 0.09536230564117432, -0.06062149628996849, -0.14399570226669312, -0.0020222580060362816, 0.00041855211020447314, 0.1811513453722, 0.34657108783721924, -0.01325068436563015, 0.03556811437010765, 0.11459065228700638, -0.05024302378296852, -0.176728755235672, -0.056502074003219604, -0.008455301634967327, 0.011411298997700214, 0.05479999631643295, -0.08963564038276672, 0.06157294660806656, 0.08679076284170151, -0.0019693002104759216, 0.14082351326942444, -0.26131391525268555, -0.12864814698696136, 0.10760245472192764, 0.08600852638483047, 0.10972031950950623, -0.12220481038093567, -0.09909459948539734, -0.07721319794654846, -0.21562467515468597, 0.03478376567363739, -0.0020281635224819183, 0.0730101466178894, -0.01203364972025156, 0.002714862348511815, 0.03197411447763443, -0.060280293226242065, 0.13997215032577515, -0.03747666999697685, 0.058502666652202606, -0.08973691612482071, -0.12374893575906754, 0.09082897007465363, -0.04968433082103729, 0.06444472074508667, -0.2011883556842804, 0.026431746780872345, -0.026187729090452194, -0.03422432392835617, -0.05682489275932312, 0.10125665366649628, -0.05819864571094513, -0.06063254550099373, -0.011837932281196117, 0.04576098918914795, 0.010060951113700867, 0.03307203948497772, 0.07044509053230286, -0.07662689685821533, 0.04314560443162918, 0.3079523742198944, 0.09901753067970276, -0.07874761521816254, -0.018611693754792213, -0.014425772242248058, -0.04491494968533516, 0.03173515200614929, 0.011623651720583439, 0.018020659685134888, 0.053305961191654205, -0.0001887412799987942, 0.11923201382160187, 0.025551464408636093, -0.06445765495300293, -0.05263343080878258, 0.0921311005949974, -0.14191053807735443, -0.08181111514568329, -0.03605829179286957, -0.006670803762972355, -0.06157906726002693, 0.020064566284418106, 0.21370987594127655, -0.0001860899938037619, -0.006729720626026392, 0.022964967414736748, 0.001470414106734097, -0.08742424845695496, 0.13346248865127563, 0.016717929393053055, 0.06457389891147614, -0.0823046863079071, 0.010353269055485725, 0.01694902405142784, -0.022246841341257095, -0.02296903170645237, 0.050959695130586624, -0.09424171596765518, -0.08984269946813583, -0.03635547310113907, 0.127701073884964, 0.010844087228178978, -0.0048119258135557175, -0.05677209049463272, -0.09300261735916138, 0.04228151962161064, 0.15564613044261932, 0.0507391020655632, 0.03088987059891224, 0.02276945300400257, -0.025920266285538673, -0.02597120590507984, 0.08559943735599518, -0.0029045292176306248, 0.06347769498825073, -0.11965691298246384, 0.08940963447093964, -0.04271090403199196, 0.0028621975798159838, -0.019916407763957977, 0.0022612260654568672, -0.15548548102378845, -0.06541111320257187, -0.13032248616218567, -0.03737325221300125, -0.12615914642810822, -0.023121995851397514, -0.004931159317493439, -0.01752469688653946, -0.031707584857940674, 0.008362353779375553, -0.04605099558830261, -0.060144584625959396, -0.00961166713386774, 0.06918936967849731, -0.09576983749866486, -0.020061925053596497, 0.025359349325299263, -0.08703214675188065, 0.04340548440814018, 0.015244885347783566, -0.030832454562187195, -0.027392379939556122, -0.14596055448055267, -0.07084032148122787, 0.04614885896444321, 0.0010414478601887822, 0.03922964259982109, -0.09331389516592026, -0.0036189400125294924, 0.012345880270004272, -0.027205701917409897, -0.013055422343313694, 0.17049115896224976, -0.0863293707370758, 0.05578964576125145, -0.05523469299077988, -0.04421226307749748, -0.046396058052778244, 0.01057699229568243, 0.06440174579620361, -0.007963123731315136, 0.12318133562803268, -0.05042577162384987, 0.02020844630897045, -0.19020311534404755, 0.007206177804619074, -0.002864088164642453, -0.135198175907135, -0.01595848985016346, -0.021855274215340614, 0.02316858060657978, -0.008168411441147327, 0.15318889915943146, -0.012656704522669315, -0.15849706530570984, 0.019657129421830177, -0.02482203021645546, 0.0030604666098952293, 0.016790365800261497, 0.18571150302886963, 0.07181984186172485, 0.004644991364330053, -0.04172182083129883, 0.07908295094966888, 0.03847760707139969, -0.02817443571984768, 0.04593321681022644, 0.12093765288591385, -0.05565942823886871, 0.0825980007648468, 0.1072351485490799, -0.06516961753368378, 0.0032464705873280764, -0.010314442217350006, 0.012520324438810349, 0.09106533974409103, -0.05647128075361252, 0.10606671869754791, 0.16010363399982452, -0.14092917740345, 0.05611901357769966, 0.03628112003207207, -0.008966311812400818, -0.09544140100479126, -0.1932559758424759, -0.11970093846321106, -0.051854293793439865, -0.027156375348567963, -0.11224102228879929, -0.0016979272477328777, -0.018495960161089897, 0.009135606698691845, 0.025449082255363464, 0.08866830170154572, -0.09061658382415771, -0.020123548805713654, 0.03499966114759445, -0.03545340523123741, -0.04639826714992523, -0.018714943900704384, -0.02376985363662243, -0.00042974689858965576, 0.018212860450148582, 0.029341496527194977, 0.030202537775039673, 0.007518315222114325, 0.05334567278623581, -0.041084758937358856, -0.1155831441283226, -0.03292998671531677, 0.031232785433530807, 0.0031584855169057846, 0.0602315254509449, 0.0043342141434550285, -0.04786842316389084, -0.019037136808037758, 0.0838940218091011, -0.034653205424547195, -0.14378279447555542, -0.052747808396816254, 0.10998138040304184, -0.00042914741788990796, 0.07334084808826447, 0.006688738241791725, -0.0316258929669857, 0.023193733766674995, 0.2019265592098236, 0.32780054211616516, -0.05496744066476822, 0.04374653473496437, 0.06494954228401184, 0.0060362606309354305, 0.06097353994846344, 0.05850775167346001, 0.016879962757229805, 0.18619540333747864, -0.030642567202448845, 0.08013811707496643, -0.016598666086792946, -0.05876366049051285, -0.028486404567956924, 0.03418305516242981, 0.0334426686167717, -0.0013855703873559833, 0.05537005886435509, 0.050529226660728455, -0.02676101215183735, 0.020329752936959267, 0.006733434274792671, -0.11153009533882141, -0.08496049046516418, -0.07546332478523254, 0.005873201414942741, 0.017099348828196526, 0.07753877341747284, -0.03577112779021263, -0.06403977423906326, 0.06300917267799377, -0.04268766567111015, -0.09746475517749786, -0.0825699046254158, 0.04198285937309265, -0.06234986335039139, 0.08849594742059708, -0.019727468490600586, 0.0608692392706871, 0.11620049923658371, -0.002405996434390545, -0.08486434072256088, 0.0481928251683712, 0.009362838231027126, -0.07606247812509537, 0.050473686307668686, 0.03739657625555992, -0.03239487111568451, 0.12658509612083435, 0.006654789205640554, -0.14428770542144775, 0.05433673784136772, 0.08364253491163254, -0.06406101584434509, -0.04578777402639389, 0.039567817002534866, -0.05285860598087311, 0.1100357323884964, 0.15983545780181885, -0.02312454581260681, -0.010409892536699772, -0.042378220707178116, 0.06947825103998184, 0.0950026884675026, 0.066346175968647, -0.07867730408906937, -0.19047735631465912, 0.01328779011964798, -0.023712575435638428, -0.0003060285234823823, -0.24292635917663574, -0.08719588816165924, -0.11057178676128387, -0.004741441458463669, -0.074562206864357, 0.060855478048324585, 0.15999510884284973, 0.024999000132083893, -0.018847376108169556, -0.06109906733036041, -0.016866903752088547, 0.11494321376085281, -0.13809102773666382, -0.07685472071170807 ]

[ "peft", "arxiv:1910.09700", "base_model:meta-llama/Llama-2-13b-chat-hf", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\n\n\n- Developed by: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact", "## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: bfloat16", "### Framework versions\n\n\n- PEFT 0.7.0.dev0" ]

[ "TAGS\n#peft #arxiv-1910.09700 #base_model-meta-llama/Llama-2-13b-chat-hf #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\n\n\n- Developed by: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact", "## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: bfloat16", "### Framework versions\n\n\n- PEFT 0.7.0.dev0" ]

[ 38, 6, 3, 45, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4, 154, 14 ]

[ "passage: TAGS\n#peft #arxiv-1910.09700 #base_model-meta-llama/Llama-2-13b-chat-hf #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\n\n\n- Developed by: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact" ]

[ -0.08950838446617126, 0.17622625827789307, -0.003707088530063629, 0.032576385885477066, 0.08380123972892761, 0.019701125100255013, 0.05203324928879738, 0.11702486872673035, -0.05330678075551987, 0.09448089450597763, 0.048484884202480316, 0.10060896724462509, 0.09846198558807373, 0.18868719041347504, -0.0011855853954330087, -0.2060726284980774, 0.015578063204884529, -0.10931064933538437, 0.005876870360225439, 0.12358442693948746, 0.15569306910037994, -0.09741293638944626, 0.08712729811668396, -0.01551457867026329, -0.010067826136946678, -0.025396287441253662, -0.07361544668674469, -0.05290524289011955, 0.04710441827774048, 0.07490185648202896, 0.047730859369039536, 0.003742797765880823, 0.08045824617147446, -0.2711505889892578, 0.01725192740559578, 0.03912210091948509, -0.010164672508835793, 0.08416316658258438, 0.08157632499933243, -0.061213672161102295, 0.10719792544841766, -0.04486960545182228, 0.12389195710420609, 0.06922121345996857, -0.06562015414237976, -0.1487942785024643, -0.0805540531873703, 0.06815578043460846, 0.16221418976783752, 0.07476766407489777, -0.04304589703679085, 0.16949640214443207, -0.13273242115974426, 0.007597264833748341, 0.046794891357421875, -0.035554688423871994, -0.08115267008543015, 0.060742560774087906, 0.09725039452314377, 0.07205293327569962, -0.13358467817306519, -0.029269445687532425, 0.031876083463430405, 0.026171350851655006, 0.07599646598100662, 0.02472980134189129, 0.14272165298461914, 0.05110684782266617, -0.13597595691680908, -0.032095685601234436, 0.1667022556066513, 0.05657454952597618, -0.05146843194961548, -0.20977118611335754, 0.010412882082164288, -0.06257046014070511, -0.019110077992081642, -0.0394989438354969, 0.04172099754214287, -0.026554755866527557, 0.06876977533102036, 0.0052980040200054646, -0.0955195426940918, -0.042122215032577515, 0.08467143774032593, 0.03501870483160019, 0.025577984750270844, -0.03146751970052719, -0.005369491875171661, 0.13237224519252777, 0.05266503989696503, -0.11971335113048553, -0.06415551900863647, -0.06459555774927139, -0.05922604724764824, -0.05847278982400894, 0.025247467681765556, 0.031127413734793663, 0.0707581415772438, 0.20909400284290314, 0.02113768272101879, 0.04728280380368233, 0.06350736320018768, 0.01767423190176487, 0.07364732772111893, 0.08452971279621124, -0.08042320609092712, -0.13752959668636322, -0.026864496991038322, 0.09401044249534607, -0.004670456051826477, -0.015377101488411427, -0.04042273387312889, 0.04590466991066933, 0.03928038105368614, 0.09635873883962631, 0.08342839032411575, -0.006302335299551487, -0.08958663791418076, -0.05172271281480789, 0.21430253982543945, -0.1486416757106781, 0.022579502314329147, 0.00532573601230979, -0.046220771968364716, -0.050389427691698074, 0.013791119679808617, 0.021902183070778847, -0.01725425384938717, 0.09078584611415863, -0.07412354648113251, -0.030390940606594086, -0.11564502120018005, -0.00758272223174572, 0.035115793347358704, 0.05083532631397247, -0.0026497903745621443, -0.019051065668463707, -0.06038069352507591, -0.07015779614448547, 0.08611448109149933, -0.08802679926156998, -0.06949871778488159, -0.022058209404349327, -0.08482711762189865, 0.008333494886755943, 0.004399609286338091, 0.13455772399902344, -0.032166268676519394, 0.04013873636722565, -0.009890900924801826, 0.05181796848773956, 0.06774567812681198, 0.03500198572874069, -0.053186893463134766, 0.056685443967580795, -0.19885419309139252, 0.10022944211959839, -0.09629994630813599, 0.028232630342245102, -0.15368616580963135, -0.016224225983023643, 0.024259883910417557, 0.00603050272911787, 0.023533180356025696, 0.13508757948875427, -0.2269131988286972, -0.009413540363311768, 0.1492016613483429, -0.08191759884357452, -0.11286741495132446, 0.05882270261645317, -0.06703686714172363, 0.13632111251354218, 0.024114999920129776, -0.03846221789717674, 0.05126623064279556, -0.1477012187242508, -0.034279413521289825, -0.027603546157479286, -0.011836200952529907, 0.11866577714681625, 0.09630073606967926, -0.0608704648911953, 0.048884205520153046, 0.020479585975408554, -0.032701265066862106, -0.042141854763031006, -0.050704531371593475, -0.12829554080963135, 0.0009587573586031795, -0.07328714430332184, 0.04790837690234184, -0.02088468335568905, -0.06889110058546066, -0.018932033330202103, -0.16518932580947876, 0.002006813418120146, 0.09172286838293076, 0.02033841609954834, -0.03539799153804779, -0.10069174319505692, 0.0036235731095075607, -0.011536587961018085, -0.035604726523160934, -0.13578550517559052, -0.02210777997970581, 0.019318837672472, -0.13882264494895935, 0.030753053724765778, -0.07345959544181824, 0.051180385053157806, 0.016524922102689743, -0.05861951783299446, -0.010977345518767834, -0.023012345656752586, 0.024373451247811317, -0.0456857830286026, -0.24518829584121704, -0.01426833588629961, -0.032443173229694366, 0.1618536114692688, -0.23377619683742523, 0.038241252303123474, 0.06515999883413315, 0.11937034130096436, -0.02269211784005165, -0.050194818526506424, 0.02402755618095398, -0.0810660794377327, -0.03478178381919861, -0.05240238085389137, -0.0170640479773283, -0.02249637059867382, -0.06970936059951782, 0.013335862196981907, -0.10944215208292007, -0.04154296964406967, 0.10713886469602585, 0.08292265236377716, -0.15724287927150726, -0.043278347700834274, -0.03408950939774513, -0.08576270937919617, -0.08529800176620483, -0.0566803403198719, 0.13487502932548523, 0.05090935528278351, 0.02855822816491127, -0.08846847712993622, -0.07940267771482468, 0.00988192018121481, -0.03207101300358772, -0.028083765879273415, 0.10094649344682693, 0.07611845433712006, -0.10813652724027634, 0.08834784477949142, 0.07578150928020477, 0.012136061675846577, 0.11384404450654984, -0.011400082148611546, -0.11351825296878815, -0.04137531667947769, 0.03633233532309532, 0.002555434126406908, 0.1695048063993454, -0.09464383870363235, 0.06803114712238312, 0.03927377983927727, -0.022211823612451553, 0.05476415529847145, -0.10076725482940674, 0.01427049096673727, 0.006726768799126148, -0.012228100560605526, -0.011376895941793919, -0.036163002252578735, 0.020614514127373695, 0.07891662418842316, 0.03816615790128708, 0.036182720214128494, 0.03572281077504158, -0.04122483730316162, -0.1245279312133789, 0.19345727562904358, -0.10554436594247818, -0.2273423671722412, -0.1516016721725464, 0.05401213839650154, 0.03572985157370567, -0.030572842806577682, 0.008941974490880966, -0.05140937119722366, -0.0966159775853157, -0.08070044219493866, 0.005514310672879219, 0.03883929178118706, -0.07613059133291245, -0.07262902706861496, 0.05921752378344536, 0.05427297204732895, -0.13442036509513855, 0.0406947135925293, 0.054035235196352005, -0.04148136079311371, 0.008404599502682686, 0.06944910436868668, 0.07862463593482971, 0.15086530148983002, -0.020428497344255447, -0.020412612706422806, 0.05437345430254936, 0.2643863558769226, -0.15086820721626282, 0.09670513868331909, 0.09954504668712616, -0.06504277884960175, 0.07992210984230042, 0.18344183266162872, 0.033216435462236404, -0.10660552978515625, 0.045308101922273636, 0.031075740233063698, -0.0188649483025074, -0.2811678647994995, -0.06357815116643906, 0.0033266504760831594, -0.10220301896333694, 0.062428005039691925, 0.0793466567993164, 0.09731262922286987, 0.04918764531612396, -0.06440604478120804, -0.07534892857074738, 0.02199655771255493, 0.07507231831550598, -0.04625728353857994, 0.0006049389485269785, 0.08203481882810593, -0.0200007613748312, 0.008962401188910007, 0.11015255749225616, 0.013906295411288738, 0.1873634159564972, 0.04269689694046974, 0.11463924497365952, 0.10168035328388214, 0.10507753491401672, 0.000024342234610230662, 0.015555954538285732, 0.02079109288752079, 0.012282595038414001, -0.002983907237648964, -0.08613301068544388, 0.02277722768485546, 0.12184786051511765, 0.06945348531007767, 0.04476168751716614, 0.024970298632979393, -0.050061535090208054, 0.05980529636144638, 0.1768452227115631, -0.01209972519427538, -0.1998264193534851, -0.062326882034540176, 0.06751304864883423, -0.082801952958107, -0.11640139669179916, -0.02261449582874775, 0.050769247114658356, -0.17440687119960785, 0.015001747757196426, -0.04254560545086861, 0.09033802151679993, -0.09127394109964371, -0.037229955196380615, 0.05321357026696205, 0.07545126974582672, -0.023492055013775826, 0.09048163145780563, -0.17921186983585358, 0.13352392613887787, 0.01737614907324314, 0.06370522826910019, -0.09815072268247604, 0.10393797606229782, 0.015243546105921268, -0.0071698566898703575, 0.14627893269062042, 0.008973979391157627, -0.019879506900906563, -0.058314017951488495, -0.10938628017902374, -0.0015536772552877665, 0.08220188319683075, -0.11720426380634308, 0.06481732428073883, 0.00044200546108186245, -0.019408708438277245, 0.010529479943215847, -0.0697939544916153, -0.14233455061912537, -0.1691078543663025, 0.06332679092884064, -0.12960782647132874, 0.05657918378710747, -0.10196143388748169, -0.07344398647546768, -0.006228356156498194, 0.1857890486717224, -0.19167372584342957, -0.0651763305068016, -0.13295814394950867, -0.08307469636201859, 0.17686748504638672, -0.038926977664232254, 0.07132517546415329, 0.017756011337041855, 0.17197521030902863, 0.030676020309329033, 0.013996497727930546, 0.10165295004844666, -0.0863775908946991, -0.18250107765197754, -0.06872538477182388, 0.145328551530838, 0.15727265179157257, 0.04947395995259285, -0.01222315151244402, 0.0006382534629665315, -0.05825969576835632, -0.12492486834526062, 0.00552456034347415, 0.14077237248420715, 0.09738009423017502, 0.015011516399681568, -0.02072962000966072, -0.12298290431499481, -0.06933344155550003, -0.07234511524438858, 0.010791660286486149, 0.1811780333518982, -0.06657543778419495, 0.1483541578054428, 0.12124106287956238, -0.0507206916809082, -0.18955619633197784, 0.04781363531947136, 0.0678601861000061, 0.021055543795228004, 0.06329847872257233, -0.1708568036556244, 0.10241113603115082, 0.03779063746333122, -0.056044332683086395, 0.12532320618629456, -0.13762390613555908, -0.15448996424674988, 0.08908607810735703, 0.059379611164331436, -0.23717626929283142, -0.10756765305995941, -0.09208329766988754, -0.04467558488249779, -0.11974717676639557, 0.07756773382425308, -0.008080631494522095, 0.01312070433050394, 0.038425788283348083, 0.04747161641716957, 0.010422809049487114, -0.04883774369955063, 0.2077513337135315, 0.00663892924785614, 0.03319171071052551, -0.04891526326537132, -0.10318257659673691, 0.04049978777766228, -0.04806138575077057, 0.09715691953897476, -0.014642413705587387, 0.021955221891403198, -0.1253223717212677, -0.0439610481262207, -0.06654173135757446, 0.030696231871843338, -0.09619533270597458, -0.09483709931373596, -0.05548068508505821, 0.10141977667808533, 0.07960876822471619, -0.03827962279319763, -0.018101584166288376, -0.08076406270265579, 0.028281690552830696, 0.192597895860672, 0.20835207402706146, 0.049149978905916214, -0.06995424628257751, 0.007349140010774136, -0.012700160034000874, 0.04521884396672249, -0.2468501627445221, 0.056316666305065155, 0.04637942090630531, 0.019014067947864532, 0.11265500634908676, -0.035475291311740875, -0.16250301897525787, -0.05557123199105263, 0.07098683714866638, -0.039137084037065506, -0.15694621205329895, -0.024994002655148506, 0.05066932737827301, -0.20187702775001526, -0.029669208452105522, 0.010474429465830326, -0.02148980274796486, -0.04393318295478821, 0.011044103652238846, 0.08090483397245407, -0.018578581511974335, 0.1367349922657013, 0.07980240881443024, 0.09522033482789993, -0.10692083835601807, 0.07168128341436386, 0.06122429668903351, -0.051465462893247604, 0.021644625812768936, 0.06818753480911255, -0.04446205869317055, -0.032580625265836716, 0.07838873565196991, 0.058368146419525146, 0.04023381322622299, -0.0497741736471653, -0.009552556090056896, -0.05499427020549774, 0.049196142703294754, 0.10447074472904205, 0.05076836422085762, 0.0006935194251127541, 0.047793444246053696, 0.018387768417596817, -0.08049451559782028, 0.10598240047693253, 0.05339374020695686, 0.02360537275671959, -0.0398079976439476, -0.03602069616317749, 0.018247995525598526, -0.010786417871713638, -0.0149832833558321, -0.016455529257655144, -0.07099823653697968, -0.013593231327831745, -0.13733075559139252, 0.04016523063182831, -0.08189219981431961, 0.01841694675385952, 0.022008292376995087, -0.05440347641706467, -0.007398437242954969, 0.015957478433847427, -0.07759089022874832, -0.04222242161631584, -0.0045568388886749744, 0.12033451348543167, -0.11743347346782684, 0.041315708309412, 0.0889706164598465, -0.10073781758546829, 0.08179357647895813, 0.005519764963537455, 0.006593905854970217, 0.027770070359110832, -0.18307223916053772, 0.07270024716854095, -0.02148648537695408, 0.003687589429318905, 0.03217103332281113, -0.22772879898548126, -0.010953521355986595, -0.03648538142442703, -0.016809485852718353, 0.0019160229712724686, -0.03937701880931854, -0.13335061073303223, 0.07287079840898514, -0.01058956515043974, -0.08660455048084259, -0.032185930758714676, 0.03226194903254509, 0.1112515926361084, -0.03534836322069168, 0.15059389173984528, -0.005941883195191622, 0.05801843851804733, -0.17130136489868164, -0.011426819488406181, -0.019129110500216484, 0.03652174770832062, -0.018265437334775925, -0.014729461632668972, 0.053084973245859146, -0.03412574157118797, 0.2234855443239212, -0.03480256348848343, 0.06502514332532883, 0.05183198302984238, 0.02280556410551071, -0.006614799611270428, 0.08636770397424698, 0.06560425460338593, -0.01096076425164938, 0.02718065120279789, 0.028059065341949463, -0.012954981066286564, -0.037562232464551926, -0.1630524843931198, 0.05572279915213585, 0.1581650972366333, 0.04094236344099045, 0.011616811156272888, 0.06928509473800659, -0.10752071440219879, -0.07898375391960144, 0.1387312412261963, -0.01259393710643053, -0.032576363533735275, -0.07013807445764542, 0.13943122327327728, 0.124080128967762, -0.19758351147174835, 0.07208021730184555, -0.0731193795800209, -0.07801702618598938, -0.10079838335514069, -0.14738084375858307, -0.061444323509931564, -0.052179500460624695, -0.011450962163507938, -0.06768535077571869, 0.05396997556090355, 0.10480605065822601, 0.0069710006937384605, -0.026146549731492996, 0.10475686937570572, 0.0007574855699203908, -0.027480410411953926, 0.0275881364941597, 0.06416697055101395, 0.01868068240582943, -0.10241235792636871, 0.016462087631225586, 0.0009010558133013546, 0.028261849656701088, 0.058421481400728226, 0.0037333546206355095, -0.035359520465135574, -0.012541528791189194, -0.022329136729240417, -0.11025683581829071, 0.038418930023908615, -0.031967371702194214, -0.03549599647521973, 0.11972174793481827, 0.021107889711856842, 0.0024782961700111628, -0.022964047268033028, 0.22632580995559692, -0.07606904208660126, -0.0824858620762825, -0.1684485524892807, 0.048732075840234756, -0.06246444582939148, 0.03944636881351471, 0.04816613346338272, -0.1110905185341835, 0.02492443658411503, 0.13681943714618683, 0.13383808732032776, -0.017702074721455574, 0.0072706313803792, 0.041554342955350876, -0.001966990763321519, -0.051138825714588165, 0.022816691547632217, 0.04751669988036156, 0.09492984414100647, -0.05958498641848564, 0.09289880096912384, -0.006714127957820892, -0.08313115686178207, 0.011414550244808197, 0.11385775357484818, -0.004354037344455719, 0.008586743846535683, -0.06612556427717209, 0.14033369719982147, -0.05520116165280342, -0.2502851188182831, 0.03959165886044502, -0.0734434500336647, -0.16861815750598907, -0.03511347249150276, 0.018955450505018234, -0.019131824374198914, 0.017461534589529037, 0.07813186943531036, -0.05068197101354599, 0.17512299120426178, 0.04293905943632126, -0.08064883947372437, -0.06616055220365524, 0.07387921214103699, -0.11062787473201752, 0.28079262375831604, 0.012751048430800438, 0.06857820600271225, 0.10455191880464554, -0.016430502757430077, -0.11872978508472443, 0.042664192616939545, 0.10075171291828156, -0.07164205610752106, 0.08039859682321548, 0.18360178172588348, 0.0013276869431138039, 0.15462037920951843, 0.06878916919231415, -0.0453730933368206, 0.03654608130455017, -0.12163300812244415, -0.05294680967926979, -0.10768717527389526, 0.08729486167430878, -0.07798956334590912, 0.15596513450145721, 0.13275524973869324, -0.07110930234193802, -0.006204865872859955, -0.025767024606466293, 0.08593760430812836, -0.009336618706583977, 0.1176052987575531, 0.00486786337569356, -0.20527753233909607, 0.022964732721447945, 0.006658138707280159, 0.10234756767749786, -0.21353045105934143, -0.06055140495300293, 0.06063069403171539, -0.027994666248559952, -0.050338197499513626, 0.11621229350566864, 0.05960828810930252, 0.04527933895587921, -0.034697841852903366, -0.03217756003141403, -0.02518811635673046, 0.13280846178531647, -0.11107352375984192, -0.014744595624506474 ]

[ "transformers", "pytorch", "llama", "text-generation", "conversational", "license:other", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "region:us" ]

[]

[]

[ "### Code", "### NLP\n\n\n!NLP Performance Radar\n\n\n \n\nRequirements\n------------\n\n\n* python>=3.8\n* pytorch>=2.0.0\n* transformers>=4.33.2\n* Sentencepiece\n* CUDA 11.4\n\n\nInference String Format\n-----------------------\n\n\nThe inference string is a concatenated string formed by combining conversation data(system, human and bot contents) in the training data format. It is used as input during the inference process.\nHere are examples of prompts used to request the model:\n\n\nMulti-Round with System Prompt:\n\n\nSingle-Round without System Prompt:\n\n\nIn this format, the system section is optional and the conversation can be either single-turn or multi-turn. When applying inference, you always make your input string end with \"<s>bot\" to ask the model generating answers.\n\n\nFor example, the format used to infer HumanEval is like the following:\n\n\nSpecifically, we also add the Programming Language Tag (e.g. \"\" for Python) used by CodeGeex models.\n\n\nQuickstart\n----------\n\n\n\n模型简介\n----\n\n\nCodeFuse-DeepSeek-33B 是一个通过QLoRA对基座模型DeepSeek-Coder-33B进行多代码任务微调而得到的代码大模型。\n \n\n\n\n新闻\n--\n\n\n2024-01-12 CodeFuse-DeepSeek-33B模型发布，模型在HumanEval pass@1指标为78.65% (贪婪解码)。\n\n\n2023-11-10 开源了CodeFuse-CodeGeeX2-6B模型，在HumanEval pass@1(greedy decoding)上可以达到48.12%, 比CodeGeeX2提高了9.22%的代码能力（HumanEval）\n\n\n2023-10-20 公布了CodeFuse-QWen-14B技术文档，感兴趣详见微信公众号CodeFuse文章：URL\n\n\n2023-10-16开源了CodeFuse-QWen-14B模型，在HumanEval pass@1(greedy decoding)上可以达到48.78%, 比Qwen-14b提高了16%的代码能力（HumanEval）\n\n\n2023-09-27开源了CodeFuse-StarCoder-15B模型，在HumanEval pass@1(greedy decoding)上可以达到54.9%, 比StarCoder提高了21%的代码能力（HumanEval）\n\n\n2023-09-26 CodeFuse-CodeLlama-34B 4bits量化版本发布，量化后模型在HumanEval pass@1指标为73.8% (贪婪解码)。\n\n\n2023-09-11 CodeFuse-CodeLlama-34B发布，HumanEval pass@1指标达到74.4% (贪婪解码), 为当前开源SOTA。\n\n\n \n\n代码社区\n----\n\n\n大本营： URL （请支持我们的项目Star + Fork + Watch）\n\n\n* 如果您想自己微调该模型，可以访问 MFTCoder\n* 如果您想观看该模型示例，可以访问 CodeFuse Demo\n\n\n \n\n评测表现\n----", "### 代码", "### NLP\n\n\n!NLP Performance Radar\n\n\nRequirements\n------------\n\n\n* python>=3.8\n* pytorch>=2.0.0\n* transformers>=4.33.2\n* Sentencepiece\n* CUDA 11.4\n\n\n推理数据格式\n------\n\n\n推理数据为模型在训练数据格式下拼接的字符串形式，它也是推理时输入prompt拼接的方式. 下面分别是带系统提示的多轮会话格式和不带系统提示的单轮会话格式：\n\n\n带System提示的多轮会话格式:\n\n\n不带System提示的单轮会话格式:\n\n\n在这个格式中，System提示是可选的（按需设定），支持单轮会话也支持多轮会话。推理时，请确保拼接的prompt字符串以\"<s>bot\\n\"结尾，引导模型生成回答。\n\n\n例如，推理HumanEval数据时使用的格式如下所示：\n\n\n特别地，我们也使用了CodeGeeX系列模型采用的编程语言区分标签（例如，对于Python语言，我们会使用\"\"）。\n\n\n快速使用\n----" ]

[ "TAGS\n#transformers #pytorch #llama #text-generation #conversational #license-other #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n", "### Code", "### NLP\n\n\n!NLP Performance Radar\n\n\n \n\nRequirements\n------------\n\n\n* python>=3.8\n* pytorch>=2.0.0\n* transformers>=4.33.2\n* Sentencepiece\n* CUDA 11.4\n\n\nInference String Format\n-----------------------\n\n\nThe inference string is a concatenated string formed by combining conversation data(system, human and bot contents) in the training data format. It is used as input during the inference process.\nHere are examples of prompts used to request the model:\n\n\nMulti-Round with System Prompt:\n\n\nSingle-Round without System Prompt:\n\n\nIn this format, the system section is optional and the conversation can be either single-turn or multi-turn. When applying inference, you always make your input string end with \"<s>bot\" to ask the model generating answers.\n\n\nFor example, the format used to infer HumanEval is like the following:\n\n\nSpecifically, we also add the Programming Language Tag (e.g. \"\" for Python) used by CodeGeex models.\n\n\nQuickstart\n----------\n\n\n\n模型简介\n----\n\n\nCodeFuse-DeepSeek-33B 是一个通过QLoRA对基座模型DeepSeek-Coder-33B进行多代码任务微调而得到的代码大模型。\n \n\n\n\n新闻\n--\n\n\n2024-01-12 CodeFuse-DeepSeek-33B模型发布，模型在HumanEval pass@1指标为78.65% (贪婪解码)。\n\n\n2023-11-10 开源了CodeFuse-CodeGeeX2-6B模型，在HumanEval pass@1(greedy decoding)上可以达到48.12%, 比CodeGeeX2提高了9.22%的代码能力（HumanEval）\n\n\n2023-10-20 公布了CodeFuse-QWen-14B技术文档，感兴趣详见微信公众号CodeFuse文章：URL\n\n\n2023-10-16开源了CodeFuse-QWen-14B模型，在HumanEval pass@1(greedy decoding)上可以达到48.78%, 比Qwen-14b提高了16%的代码能力（HumanEval）\n\n\n2023-09-27开源了CodeFuse-StarCoder-15B模型，在HumanEval pass@1(greedy decoding)上可以达到54.9%, 比StarCoder提高了21%的代码能力（HumanEval）\n\n\n2023-09-26 CodeFuse-CodeLlama-34B 4bits量化版本发布，量化后模型在HumanEval pass@1指标为73.8% (贪婪解码)。\n\n\n2023-09-11 CodeFuse-CodeLlama-34B发布，HumanEval pass@1指标达到74.4% (贪婪解码), 为当前开源SOTA。\n\n\n \n\n代码社区\n----\n\n\n大本营： URL （请支持我们的项目Star + Fork + Watch）\n\n\n* 如果您想自己微调该模型，可以访问 MFTCoder\n* 如果您想观看该模型示例，可以访问 CodeFuse Demo\n\n\n \n\n评测表现\n----", "### 代码", "### NLP\n\n\n!NLP Performance Radar\n\n\nRequirements\n------------\n\n\n* python>=3.8\n* pytorch>=2.0.0\n* transformers>=4.33.2\n* Sentencepiece\n* CUDA 11.4\n\n\n推理数据格式\n------\n\n\n推理数据为模型在训练数据格式下拼接的字符串形式，它也是推理时输入prompt拼接的方式. 下面分别是带系统提示的多轮会话格式和不带系统提示的单轮会话格式：\n\n\n带System提示的多轮会话格式:\n\n\n不带System提示的单轮会话格式:\n\n\n在这个格式中，System提示是可选的（按需设定），支持单轮会话也支持多轮会话。推理时，请确保拼接的prompt字符串以\"<s>bot\\n\"结尾，引导模型生成回答。\n\n\n例如，推理HumanEval数据时使用的格式如下所示：\n\n\n特别地，我们也使用了CodeGeeX系列模型采用的编程语言区分标签（例如，对于Python语言，我们会使用\"\"）。\n\n\n快速使用\n----" ]

[ 55, 3, 656, 4, 244 ]

[ "passage: TAGS\n#transformers #pytorch #llama #text-generation #conversational #license-other #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n### Code" ]

[ -0.014716224744915962, 0.09479115903377533, -0.006024946924299002, 0.028066543862223625, 0.15181437134742737, 0.008880098350346088, 0.1448098123073578, 0.13056795299053192, -0.0027545017655938864, -0.027661440894007683, 0.11222843825817108, 0.25773561000823975, 0.003814495401456952, 0.022758936509490013, -0.09409741312265396, -0.20558738708496094, 0.022839395329356194, 0.045865222811698914, 0.08595702797174454, 0.0906195417046547, 0.08960901200771332, -0.05579639598727226, 0.08679971843957901, -0.02234443463385105, -0.09692413359880447, 0.042372602969408035, 0.037857845425605774, -0.11800608783960342, 0.11502733826637268, 0.05496708303689957, 0.0842704176902771, 0.03508802503347397, -0.027493132278323174, -0.20681439340114594, 0.017329776659607887, -0.014660377986729145, -0.07969305664300919, 0.033843185752630234, 0.04502531886100769, -0.05974075198173523, 0.09942198544740677, 0.10127915441989899, -0.006936277262866497, 0.07416248321533203, -0.13730356097221375, -0.025087080895900726, -0.03512338548898697, 0.007096898276358843, 0.0931519865989685, 0.10127768665552139, 0.011360389180481434, 0.12352612614631653, -0.0740976333618164, 0.09553436934947968, 0.0807577446103096, -0.36990731954574585, 0.025530492886900902, 0.15080218017101288, 0.0649719163775444, 0.04469820111989975, -0.061469633132219315, 0.05773407593369484, 0.05697779357433319, 0.00041488726856186986, 0.0057633500546216965, -0.08905757963657379, -0.11136815696954727, 0.06814217567443848, -0.0714704617857933, -0.07805308699607849, 0.1985936015844345, -0.05951046198606491, 0.043585024774074554, -0.032115284353494644, -0.07108251750469208, -0.07358687371015549, -0.026646848767995834, 0.0506332665681839, -0.027178224176168442, 0.11063794046640396, 0.048688795417547226, -0.04324180632829666, -0.144440159201622, -0.02185235731303692, -0.17594169080257416, 0.10247395187616348, 0.026413625106215477, 0.04038837179541588, -0.198526993393898, 0.07536870986223221, 0.05882270261645317, -0.10441382229328156, -0.012929718941450119, -0.045409709215164185, 0.0803125724196434, 0.009744949638843536, -0.05631628632545471, -0.011562955565750599, 0.12088078260421753, 0.14907152950763702, 0.016806699335575104, 0.009602857753634453, -0.07588924467563629, 0.09485074132680893, -0.009598609991371632, 0.06419490277767181, 0.042381320148706436, -0.004709464963525534, 0.05514775589108467, -0.11822621524333954, 0.05335945263504982, -0.05707096308469772, -0.19737593829631805, -0.01261440571397543, -0.0061161392368376255, 0.13819481432437897, -0.0010702203726395965, 0.08941183984279633, -0.04764709621667862, 0.01694078929722309, 0.07054802030324936, -0.09693251550197601, 0.007235904689878225, 0.02258058451116085, 0.04019502177834511, 0.03297526761889458, 0.010823136195540428, 0.02004430629312992, -0.11135298758745193, 0.033773023635149, -0.07211226224899292, -0.011761275120079517, -0.06451694667339325, -0.043201278895139694, 0.04848627746105194, -0.07240911573171616, 0.013389448635280132, -0.13504253327846527, -0.16265754401683807, 0.016840381547808647, 0.006249729543924332, -0.0186756681650877, -0.043961286544799805, -0.050662994384765625, -0.046320684254169464, 0.014624637551605701, -0.07291344553232193, -0.05008341372013092, -0.07795699685811996, 0.10227950662374496, -0.02868100441992283, 0.04603936895728111, -0.15477602183818817, 0.07050671428442001, -0.11860441416501999, -0.005583525635302067, -0.013957299292087555, 0.041822098195552826, -0.029583653435111046, 0.09227102249860764, -0.000805335643235594, -0.006997889839112759, -0.028377624228596687, 0.06125180795788765, -0.0361526682972908, 0.18918435275554657, -0.1440107226371765, -0.07843828201293945, 0.23297472298145294, -0.08111386001110077, -0.17147280275821686, 0.07877665013074875, -0.00564511027187109, 0.03930824249982834, 0.07262928783893585, 0.20300354063510895, 0.03377463296055794, -0.08516329526901245, 0.07864326238632202, 0.12478803843259811, -0.0667872205376625, -0.15714265406131744, 0.027166549116373062, -0.055829498916864395, -0.06043929606676102, 0.06079784035682678, 0.057687126100063324, 0.04079199582338333, -0.018100788816809654, -0.07650356739759445, -0.038516171276569366, -0.009311852976679802, -0.005464407615363598, 0.0066190119832754135, 0.06086193025112152, -0.05710221827030182, 0.000679491029586643, 0.01728496327996254, 0.01062643900513649, -0.019885433837771416, 0.03330477327108383, -0.0887884795665741, 0.08514732122421265, 0.04047030955553055, 0.028807366266846657, -0.1393473595380783, -0.032127734273672104, -0.016432534903287888, 0.09875119477510452, 0.024743616580963135, 0.07963584363460541, 0.02027064934372902, -0.009885936044156551, 0.009870662353932858, 0.015591723844408989, 0.15907759964466095, 0.0047269780188798904, -0.05804547294974327, -0.07341016083955765, 0.04020007699728012, -0.04703819006681442, 0.04026389122009277, -0.07542353123426437, 0.02233351767063141, 0.03775416687130928, 0.08768070489168167, -0.028906870633363724, 0.05348202958703041, -0.017350969836115837, 0.03775010630488396, -0.10081803053617477, 0.02937227115035057, 0.10366753488779068, 0.019248811528086662, -0.07471467554569244, 0.19543549418449402, -0.18117211759090424, 0.19516035914421082, 0.1891903430223465, -0.24236315488815308, 0.031935662031173706, -0.08360524475574493, -0.01815204508602619, 0.014953016303479671, 0.04682271555066109, -0.03423098102211952, 0.12208002060651779, -0.001412046723999083, 0.20396167039871216, -0.05984296277165413, -0.03884221613407135, -0.02015049383044243, -0.06679671257734299, -0.01759226992726326, 0.07706693559885025, 0.19517502188682556, -0.11010116338729858, 0.19608451426029205, 0.2189774066209793, 0.015792755410075188, 0.19199298322200775, -0.054939061403274536, -0.004357376601547003, 0.03167875483632088, 0.028401697054505348, -0.01418951153755188, -0.06140752136707306, -0.18493737280368805, -0.019041938707232475, 0.06826569885015488, -0.0023531513288617134, 0.08774177730083466, -0.15707510709762573, -0.07085301727056503, -0.010514793917536736, -0.04396972432732582, -0.00659945560619235, 0.07330530136823654, 0.04646284505724907, 0.11031211912631989, -0.05091498792171478, -0.08766470104455948, 0.11120960861444473, -0.013429693877696991, -0.09415291249752045, 0.18497833609580994, -0.1332586705684662, -0.27275487780570984, -0.20447927713394165, -0.13930317759513855, -0.04643048718571663, 0.033662665635347366, 0.1219082623720169, -0.05102665349841118, -0.02889748476445675, -0.03898587450385094, -0.006368701346218586, -0.06655491143465042, -0.024714473634958267, -0.0765710324048996, 0.06438997387886047, -0.09106584638357162, -0.1383177787065506, -0.07214749604463577, 0.006529000587761402, -0.07582353800535202, 0.10377801209688187, -0.08046982437372208, 0.07191146910190582, 0.20016522705554962, 0.020197657868266106, 0.04306711629033089, -0.054286595433950424, 0.16032281517982483, -0.04209532216191292, -0.025745278224349022, 0.20814594626426697, -0.03262554481625557, 0.07754285633563995, 0.1739788055419922, 0.03437434509396553, -0.10355934500694275, 0.009044291451573372, -0.030331378802657127, -0.08080603927373886, -0.24519161880016327, -0.12930545210838318, -0.13781137764453888, 0.07894985377788544, -0.00041843278449960053, 0.07920405268669128, 0.16113579273223877, 0.0328388512134552, -0.02165657840669155, -0.005958153400570154, 0.012939782813191414, 0.09454730898141861, 0.3071444630622864, -0.022831056267023087, 0.11695606261491776, -0.09134162962436676, -0.12437211722135544, 0.06748352944850922, 0.09974125027656555, 0.10235818475484848, 0.10730358213186264, 0.1417284607887268, 0.05745657905936241, 0.109458789229393, 0.11554564535617828, 0.06917354464530945, 0.026059571653604507, -0.0128870764747262, -0.01884598471224308, -0.047701891511678696, -0.04383677989244461, 0.03938468173146248, 0.005943661089986563, -0.1534896343946457, -0.029103565961122513, -0.10540119558572769, 0.02645592950284481, 0.10071668773889542, 0.046375785022974014, -0.17990241944789886, 0.04254411906003952, 0.09094327688217163, -0.017302745953202248, -0.08499917387962341, 0.11556100845336914, -0.007226492278277874, -0.09324675798416138, 0.06977047026157379, -0.027823256328701973, 0.12268751859664917, -0.05119137465953827, 0.09478563070297241, -0.08867528289556503, -0.09158127754926682, 0.05152679979801178, 0.13223636150360107, -0.31480610370635986, 0.22191748023033142, 0.011616157367825508, -0.02657749131321907, -0.1046130433678627, 0.008676744066178799, -0.00433374335989356, 0.12937606871128082, 0.11491965502500534, -0.023752916604280472, -0.026824727654457092, -0.09706518799066544, 0.008150935173034668, 0.016133712604641914, 0.10971342027187347, -0.025976231321692467, 0.004288826137781143, -0.05973823741078377, -0.006186197977513075, -0.018386470153927803, -0.016754567623138428, 0.009484238922595978, -0.2033403366804123, 0.05927295237779617, 0.09894398599863052, 0.052468638867139816, 0.002678699791431427, -0.001347336103208363, -0.11091993749141693, 0.19082419574260712, -0.13211286067962646, -0.07250300794839859, -0.1004791110754013, -0.1364165097475052, 0.04199579358100891, -0.06874111294746399, 0.058928657323122025, -0.08536459505558014, 0.016893498599529266, -0.08652383834123611, -0.19034679234027863, 0.0910826176404953, -0.07607907801866531, -0.01698780618607998, -0.03560171648859978, 0.1921405792236328, -0.12265437841415405, 0.0052637141197919846, 0.05341840907931328, 0.02771051414310932, -0.08786550909280777, -0.11217855662107468, -0.009433303959667683, -0.001406422583386302, 0.05954356491565704, -0.03252324089407921, -0.1224108338356018, -0.037268780171871185, -0.010329218581318855, -0.05917952209711075, 0.2999487817287445, 0.2187468707561493, -0.05861378833651543, 0.17655757069587708, 0.15678617358207703, -0.134957417845726, -0.33168351650238037, -0.16531243920326233, -0.15095514059066772, -0.04792968928813934, 0.025104276835918427, -0.17139863967895508, 0.04378907009959221, 0.011162204667925835, -0.03908165544271469, 0.10531377792358398, -0.27087315917015076, -0.09717028588056564, 0.16245946288108826, 0.007576015777885914, 0.29650700092315674, -0.16203148663043976, -0.1252691000699997, -0.05245879292488098, -0.19824475049972534, 0.15850113332271576, -0.008757795207202435, 0.12341219931840897, -0.010899278335273266, 0.10099710524082184, 0.03181251510977745, -0.040751487016677856, 0.08509304374456406, 0.0015605260850861669, 0.03247866407036781, -0.1160479336977005, -0.08039996027946472, 0.07399601489305496, 0.01868111453950405, 0.05791741982102394, -0.1531979739665985, 0.023286426439881325, -0.1256178468465805, -0.03750099241733551, -0.06108058989048004, 0.07890970259904861, -0.0025055331643670797, -0.0723038986325264, -0.02844776026904583, -0.05895956978201866, -0.0021860708948224783, -0.008119367994368076, 0.25430750846862793, -0.05905209109187126, 0.16006916761398315, 0.21369293332099915, 0.14833040535449982, -0.12198811769485474, 0.026736101135611534, -0.06996004283428192, -0.07760636508464813, 0.0628414899110794, -0.09501086175441742, 0.037265364080667496, 0.11413941532373428, -0.01953834481537342, 0.08998626470565796, 0.08204205334186554, 0.004428850021213293, -0.0010541359661146998, 0.13432194292545319, -0.20328626036643982, -0.0975344106554985, -0.038580723106861115, 0.03928987309336662, 0.08047710359096527, 0.08452307432889938, 0.15235967934131622, 0.00037002129829488695, -0.009327090345323086, 0.001474428572691977, 0.019680287688970566, -0.04031401127576828, 0.03535119816660881, 0.03397469222545624, 0.0208174679428339, -0.1492328941822052, 0.07379671186208725, 0.030046412721276283, -0.10849732905626297, 0.027652248740196228, 0.14637531340122223, -0.11027547717094421, -0.13618651032447815, -0.04862895607948303, 0.1483180820941925, -0.1847430169582367, -0.048848189413547516, -0.07734422385692596, -0.13340948522090912, 0.06313521414995193, 0.1632358878850937, 0.06480717658996582, 0.11497774720191956, -0.04224463552236557, -0.05750863999128342, -0.01704270951449871, 0.018459530547261238, -0.0789419636130333, 0.00978124514222145, -0.07044193893671036, 0.07344971597194672, -0.015744337812066078, 0.10109684616327286, -0.0676000639796257, -0.07341236621141434, -0.14598681032657623, 0.0490090548992157, -0.13814009726047516, -0.040481384843587875, -0.0829804316163063, -0.024161774665117264, 0.020245717838406563, -0.0107099749147892, -0.06890948116779327, -0.031066907569766045, -0.1309657096862793, 0.0038432476576417685, -0.04645400121808052, 0.08538859337568283, -0.11963433772325516, -0.009406006895005703, 0.06501420587301254, -0.017338646575808525, 0.09781237691640854, 0.051812633872032166, -0.08799107372760773, 0.09450780600309372, -0.17748022079467773, -0.059971172362565994, 0.11138448119163513, 0.04347001388669014, 0.04667762666940689, 0.09432704746723175, 0.011066826991736889, 0.11815443634986877, 0.006419398356229067, 0.0395522303879261, 0.0115228071808815, -0.15092717111110687, -0.0022371248342096806, -0.0069303312338888645, -0.1574215292930603, -0.024384891614317894, -0.056433115154504776, 0.08092036843299866, -0.013386795297265053, 0.1664617657661438, -0.04257618263363838, 0.07705137878656387, -0.06484120339155197, 0.006446958519518375, -0.0054891398176550865, -0.13779881596565247, -0.1164204478263855, -0.11977269500494003, -0.002518631285056472, 0.0011405585100874305, 0.2514675557613373, 0.05467285215854645, -0.041474517434835434, 0.04481711611151695, 0.07786549627780914, 0.06403175741434097, 0.017865223810076714, 0.252556711435318, 0.09304007887840271, -0.029461238533258438, -0.10261604934930801, 0.03601466864347458, -0.012583564035594463, 0.004545318428426981, 0.10284079611301422, 0.060755420476198196, -0.013510146178305149, 0.0849129930138588, 0.07747051864862442, 0.004884149879217148, -0.0874275267124176, -0.13647274672985077, 0.005355523899197578, 0.07830627262592316, -0.05056929215788841, 0.12896236777305603, 0.1772010624408722, -0.05586778745055199, 0.055333711206912994, -0.03259924799203873, -0.038317516446113586, -0.18611907958984375, -0.16189345717430115, -0.0678890123963356, -0.09218407422304153, 0.03022364340722561, -0.0730174109339714, 0.09238692373037338, 0.07723776996135712, 0.04475007578730583, -0.06895385682582855, 0.049559760838747025, 0.018916714936494827, -0.08149933069944382, 0.015497888438403606, -0.03277002274990082, 0.0776696726679802, -0.08763428032398224, -0.0015654037706553936, -0.06456174701452255, -0.05498988553881645, -0.019865509122610092, 0.07166989147663116, 0.008925316855311394, 0.030427947640419006, -0.15969885885715485, -0.07509320974349976, -0.019053271040320396, 0.05036920681595802, 0.006823450326919556, 0.18021629750728607, 0.01384647749364376, -0.01835900917649269, 0.06530740112066269, 0.16194935142993927, -0.0721328929066658, -0.12150059640407562, -0.020176894962787628, 0.2454943209886551, 0.06488897651433945, 0.11302047967910767, -0.018696097657084465, 0.005879201460629702, -0.06359369307756424, 0.36017295718193054, 0.28953471779823303, -0.05755159258842468, 0.02411792427301407, 0.0058403718285262585, 0.044558871537446976, 0.09882339835166931, 0.16070808470249176, 0.08601278066635132, 0.3100587725639343, -0.07103677839040756, -0.027514256536960602, -0.051591143012046814, -0.00938641931861639, -0.1530408412218094, 0.1255580484867096, -0.015984632074832916, -0.08935748785734177, -0.002289040479809046, 0.08944105356931686, -0.209994375705719, 0.10023496299982071, -0.05447563901543617, -0.17133371531963348, -0.02982838824391365, -0.00810319185256958, 0.16420282423496246, 0.00524667464196682, 0.052508339285850525, -0.01989777944982052, -0.05965555086731911, 0.07350297272205353, 0.0032468021381646395, -0.2395874708890915, -0.004351929761469364, 0.045689452439546585, -0.08290106058120728, 0.019568951800465584, -0.011235476471483707, 0.08967099338769913, 0.08514802157878876, 0.07531918585300446, -0.025645490735769272, 0.1292107254266739, 0.04758137837052345, -0.03856822848320007, 0.04328180477023125, -0.06906381994485855, 0.006956453435122967, -0.04149477183818817, 0.027194958180189133, -0.05563168227672577, 0.075407475233078, -0.013891380280256271, -0.04898293316364288, -0.03882455453276634, 0.013285758905112743, -0.06947959214448929, 0.05467653274536133, 0.03800047188997269, -0.01249175239354372, -0.03014686331152916, -0.04558296501636505, -0.010045044124126434, 0.006432196591049433, -0.19045120477676392, -0.07966047525405884, -0.10804365575313568, -0.07226384431123734, 0.10115943849086761, 0.01591714285314083, -0.20092904567718506, 0.011988738551735878, -0.07256118953227997, 0.05508629232645035, -0.207462877035141, 0.06193775311112404, 0.1502080112695694, 0.007425861898809671, -0.002701717196032405, -0.11042651534080505, 0.04479391500353813, 0.040122419595718384, -0.09328794479370117, -0.08583210408687592 ]

[ "transformers", "distilbert", "question-answering", "generated_from_trainer", "base_model:distilbert-base-uncased", "license:apache-2.0", "endpoints_compatible", "region:us" ]

[]

[]

[ "# result\n\nThis model is a fine-tuned version of distilbert-base-uncased on an unknown dataset.", "## Model description\n\nMore information needed", "## Intended uses & limitations\n\nMore information needed", "## Training and evaluation data\n\nMore information needed", "## Training procedure", "### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 3e-05\n- train_batch_size: 12\n- eval_batch_size: 8\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- num_epochs: 2.0", "### Training results", "### Framework versions\n\n- Transformers 4.38.0.dev0\n- Pytorch 2.1.0+cu121\n- Datasets 2.16.1\n- Tokenizers 0.15.0" ]

[ "TAGS\n#transformers #distilbert #question-answering #generated_from_trainer #base_model-distilbert-base-uncased #license-apache-2.0 #endpoints_compatible #region-us \n", "# result\n\nThis model is a fine-tuned version of distilbert-base-uncased on an unknown dataset.", "## Model description\n\nMore information needed", "## Intended uses & limitations\n\nMore information needed", "## Training and evaluation data\n\nMore information needed", "## Training procedure", "### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 3e-05\n- train_batch_size: 12\n- eval_batch_size: 8\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- num_epochs: 2.0", "### Training results", "### Framework versions\n\n- Transformers 4.38.0.dev0\n- Pytorch 2.1.0+cu121\n- Datasets 2.16.1\n- Tokenizers 0.15.0" ]

[ 56, 29, 6, 12, 8, 3, 90, 4, 38 ]

[ "passage: TAGS\n#transformers #distilbert #question-answering #generated_from_trainer #base_model-distilbert-base-uncased #license-apache-2.0 #endpoints_compatible #region-us \n# result\n\nThis model is a fine-tuned version of distilbert-base-uncased on an unknown dataset.## Model description\n\nMore information needed## Intended uses & limitations\n\nMore information needed## Training and evaluation data\n\nMore information needed## Training procedure### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 3e-05\n- train_batch_size: 12\n- eval_batch_size: 8\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- num_epochs: 2.0### Training results### Framework versions\n\n- Transformers 4.38.0.dev0\n- Pytorch 2.1.0+cu121\n- Datasets 2.16.1\n- Tokenizers 0.15.0" ]

[ -0.11574174463748932, 0.1549627035856247, -0.002077441895380616, 0.07914929836988449, 0.16315437853336334, 0.025327155366539955, 0.10628854483366013, 0.11610790342092514, -0.11722183227539062, 0.07568313181400299, 0.10400158911943436, 0.05939279869198799, 0.023738011717796326, 0.09088534116744995, -0.04411546513438225, -0.2426997572183609, 0.02128741331398487, 0.030285470187664032, -0.06672786176204681, 0.09321262687444687, 0.10808637738227844, -0.10377273708581924, 0.06932669878005981, 0.02491644024848938, -0.19036109745502472, 0.01465357095003128, -0.01685994863510132, -0.07908609509468079, 0.08041106164455414, 0.004398372955620289, 0.10463663190603256, 0.0003752150805667043, 0.09817645698785782, -0.1544565111398697, -0.006033318117260933, 0.06518322229385376, 0.032535530626773834, 0.10030850023031235, 0.0327095165848732, 0.006726867984980345, 0.08454692363739014, -0.11531605571508408, 0.09035561978816986, 0.05109040439128876, -0.08519226312637329, -0.20057769119739532, -0.10517045110464096, 0.09832136332988739, 0.072760671377182, 0.10994066298007965, 0.009104771539568901, 0.14448775351047516, -0.09738727658987045, 0.055852312594652176, 0.20397472381591797, -0.2730373740196228, -0.05821843445301056, 0.021859828382730484, 0.05841941013932228, 0.030193042010068893, -0.08363179862499237, -0.03572672978043556, 0.06652667373418808, 0.050264161080121994, 0.0726131722331047, -0.0015644740778952837, -0.03055400773882866, -0.0028732360806316137, -0.13887128233909607, -0.026912953704595566, 0.21223799884319305, 0.04469068720936775, -0.0640658289194107, -0.06123033165931702, -0.06880844384431839, -0.08620499074459076, -0.011153111234307289, -0.0289506446570158, 0.017381463199853897, -0.04661349579691887, -0.07631463557481766, -0.04790161922574043, -0.05719316378235817, -0.06940783560276031, -0.019908007234334946, 0.14361701905727386, 0.06064589321613312, 0.03177887201309204, -0.053689878433942795, 0.10697068274021149, -0.02701023407280445, -0.1388864666223526, -0.026453128084540367, -0.02797105349600315, -0.027810901403427124, -0.041040752083063126, -0.04366839677095413, 0.005818312522023916, 0.007705627009272575, 0.20617005228996277, -0.09483740478754044, 0.0376572385430336, 0.013697400689125061, 0.010433918796479702, -0.018276354297995567, 0.15982012450695038, -0.05944284424185753, -0.009775377810001373, 0.017804879695177078, 0.07984980195760727, 0.01893659494817257, -0.015028001740574837, -0.09464231133460999, -0.0385051965713501, 0.08605845272541046, 0.057199474424123764, -0.010412119328975677, 0.0198771134018898, -0.025765258818864822, -0.04275347664952278, 0.06853955239057541, -0.10695573687553406, 0.029658980667591095, -0.006671467330306768, -0.10021951794624329, 0.03271661698818207, 0.03436537832021713, -0.008934120647609234, -0.04777246713638306, 0.059791892766952515, -0.10592270642518997, -0.02567458525300026, -0.09044139832258224, -0.07528246194124222, 0.017025921493768692, -0.07146386802196503, 0.006402347236871719, -0.0912102684378624, -0.19141243398189545, -0.011198184452950954, 0.01952354982495308, -0.05678356811404228, -0.043769873678684235, -0.01439802348613739, -0.09345134347677231, 0.02198735624551773, -0.017662201076745987, 0.051099274307489395, -0.031777847558259964, 0.08303353935480118, 0.06172733008861542, 0.02432452142238617, -0.012068659998476505, 0.05386906862258911, -0.09690912067890167, 0.046430859714746475, -0.13559937477111816, 0.0700816735625267, -0.09258092939853668, 0.026831896975636482, -0.11110250651836395, -0.13349905610084534, 0.04996616020798683, -0.03298332914710045, 0.10496477782726288, 0.13316452503204346, -0.10263775289058685, -0.038590751588344574, 0.09652866423130035, -0.0655459463596344, -0.10802406072616577, 0.09000253677368164, -0.029547154903411865, 0.0036273724399507046, 0.043749433010816574, 0.11316916346549988, 0.0958688035607338, -0.1060890406370163, -0.04632408171892166, 0.018935928121209145, 0.05402984470129013, -0.023128682747483253, 0.07379885762929916, -0.017815854400396347, -0.001864533289335668, 0.02972990646958351, -0.08289783447980881, 0.007445449009537697, -0.10941895842552185, -0.08377407491207123, -0.07597457617521286, -0.0839308574795723, 0.0834529772400856, 0.034038711339235306, 0.0489148274064064, -0.0632026344537735, -0.1189965307712555, 0.16725657880306244, 0.13935603201389313, -0.046440135687589645, 0.018847117200493813, -0.09217437356710434, 0.0948200523853302, -0.07841027528047562, -0.02331031858921051, -0.20884373784065247, -0.10691534727811813, 0.034615904092788696, -0.04553373530507088, 0.022457506507635117, -0.010815446265041828, 0.04596520960330963, 0.08536741137504578, -0.036685459315776825, -0.05121033266186714, -0.12345699220895767, -0.00590622378513217, -0.09050535410642624, -0.1645083725452423, -0.07054176926612854, -0.017532138153910637, 0.09619744122028351, -0.17765486240386963, 0.026392677798867226, -0.01578899845480919, 0.1507055014371872, 0.008497215807437897, -0.031157376244664192, -0.026452645659446716, 0.06209240481257439, -0.032211750745773315, -0.0887535884976387, 0.03729568049311638, 0.008375555276870728, -0.09267263114452362, -0.08312966674566269, -0.10731354355812073, 0.07665067911148071, 0.0982266366481781, 0.008514047600328922, -0.06512942165136337, 0.018370186910033226, -0.0790921077132225, -0.04158048331737518, -0.05266651138663292, -0.007043841294944286, 0.14525695145130157, 0.007262905593961477, 0.13771559298038483, -0.05983685329556465, -0.045299235731363297, 0.009539108723402023, -0.003970729652792215, -0.018031317740678787, 0.06582411378622055, 0.07952872663736343, -0.06451113522052765, 0.10876735299825668, 0.12455153465270996, -0.07967150211334229, 0.11207972466945648, -0.073905810713768, -0.09349681437015533, -0.03866610303521156, -0.006381380837410688, 0.0027497902046889067, 0.11777465045452118, -0.11660563945770264, 0.005363880190998316, 0.04286279156804085, 0.027121569961309433, 0.04212837666273117, -0.15725994110107422, -0.0025083778891712427, 0.016139032319188118, -0.02092733420431614, -0.05796298757195473, 0.01020254660397768, 0.021053606644272804, 0.07133878022432327, 0.04466807842254639, -0.014606318436563015, 0.05413326621055603, 0.008801990188658237, -0.06681721657514572, 0.18629826605319977, -0.1344514638185501, -0.10933038592338562, -0.14151380956172943, 0.04514208436012268, -0.09222717583179474, -0.01646919921040535, 0.0319998562335968, -0.08965134620666504, -0.05869511142373085, -0.045177485793828964, 0.015239394269883633, -0.06531320512294769, 0.0011085344012826681, 0.04536339268088341, -0.0028562238439917564, 0.10113362222909927, -0.1490214318037033, 0.00902953278273344, -0.000380858255084604, -0.08441683650016785, -0.014991686679422855, 0.0547570139169693, 0.10965847223997116, 0.12674710154533386, -0.013517545536160469, 0.014775191433727741, -0.010160568170249462, 0.2634851932525635, -0.05515125393867493, -0.037694599479436874, 0.16619260609149933, 0.027322016656398773, 0.06186467036604881, 0.08501547574996948, 0.046275120228528976, -0.08351849764585495, 0.02261507324874401, 0.05550481006503105, -0.012011238373816013, -0.2627545893192291, -0.05027731508016586, -0.034605950117111206, -0.03755682706832886, 0.09095653891563416, 0.035637468099594116, 0.04867042228579521, 0.06707344949245453, -0.028646809980273247, 0.08757159858942032, -0.07227714359760284, 0.11053048819303513, 0.14844639599323273, 0.03449476882815361, 0.09475553035736084, -0.029020322486758232, -0.01737278327345848, 0.056848056614398956, -0.013356680981814861, 0.253668874502182, -0.03355271369218826, 0.12310878187417984, 0.05038461089134216, 0.1725473552942276, -0.019089331850409508, 0.04043126478791237, 0.019370200112462044, 0.0038334038108587265, 0.021747274324297905, -0.060608431696891785, -0.028530780225992203, 0.011501357890665531, -0.033391039818525314, 0.09090813994407654, -0.13254642486572266, 0.035285040736198425, 0.021073991432785988, 0.2537074089050293, 0.04288623109459877, -0.3142060935497284, -0.12780089676380157, 0.008502026088535786, -0.013327354565262794, -0.08072581142187119, 0.019536860287189484, 0.0847163051366806, -0.11879930645227432, 0.022502483800053596, -0.05363994836807251, 0.10525447875261307, -0.004634532146155834, 0.01305814366787672, 0.05394340679049492, 0.14985081553459167, 0.012073617428541183, 0.0851854607462883, -0.2236146330833435, 0.18848492205142975, 0.028167737647891045, 0.11247666925191879, -0.044015880674123764, 0.031500186771154404, 0.0016257643001154065, 0.11433673650026321, 0.07242653518915176, -0.006291639059782028, -0.003462413791567087, -0.15275105834007263, -0.06668080389499664, 0.021547812968492508, 0.09765391051769257, -0.024953067302703857, 0.08971025794744492, -0.04636787995696068, 0.01759600080549717, 0.055350858718156815, -0.07105749845504761, -0.18688344955444336, -0.0945330336689949, 0.029770812019705772, -0.008619671687483788, 0.012040511704981327, -0.0894736647605896, -0.10010937601327896, -0.005100916139781475, 0.15298257768154144, -0.0430232472717762, -0.07047940790653229, -0.14104515314102173, 0.07175646722316742, 0.1469767838716507, -0.07002665102481842, 0.035781532526016235, -0.0025505544617772102, 0.12320467084646225, 0.03846658766269684, -0.09843052178621292, 0.05230359733104706, -0.07485748082399368, -0.18371270596981049, -0.03665655851364136, 0.11399833112955093, 0.048422276973724365, 0.04303937405347824, -0.01644008979201317, 0.011094002053141594, -0.013667714782059193, -0.1030581071972847, 0.0029592302162200212, 0.08227222412824631, 0.09400013089179993, 0.06184545159339905, -0.045285437256097794, 0.07299686223268509, -0.023379694670438766, 0.018557233735919, 0.10997209697961807, 0.2124769538640976, -0.0867508053779602, 0.037070248275995255, 0.08847716450691223, -0.05822005122900009, -0.17100287973880768, 0.06318438798189163, 0.0984991267323494, 0.01208012830466032, -0.002488992176949978, -0.18945686519145966, 0.11792389303445816, 0.1036250963807106, -0.024321341887116432, 0.07225407660007477, -0.3344007432460785, -0.11438658833503723, 0.0966067835688591, 0.0924282893538475, 0.0845000222325325, -0.1465659737586975, -0.0495770126581192, -0.047682296484708786, -0.17022329568862915, 0.1059613972902298, -0.11424718052148819, 0.0966232568025589, -0.0366789773106575, 0.10805066674947739, 0.01424650102853775, -0.04828062653541565, 0.16446101665496826, 0.038942817598581314, 0.07294251024723053, -0.048088766634464264, 0.008457111194729805, 0.13813427090644836, -0.06949865818023682, 0.07111121714115143, 0.006587253883481026, 0.09488770365715027, -0.13493531942367554, -0.015930814668536186, -0.0772281363606453, 0.0828821063041687, -0.06187892705202103, -0.06939464062452316, -0.04540666937828064, 0.03127909451723099, 0.0348687618970871, -0.030279850587248802, 0.10798121243715286, 0.06530018895864487, 0.0945621207356453, 0.08158057928085327, 0.08199727535247803, -0.00510384002700448, -0.13283893465995789, 0.004357702098786831, -0.028698062524199486, 0.10490255802869797, -0.15744991600513458, 0.016603147611021996, 0.13022147119045258, 0.05767734721302986, 0.12087884545326233, 0.06088114157319069, -0.06319680064916611, 0.016963256523013115, 0.022515980526804924, -0.11808034032583237, -0.14774930477142334, -0.03529112786054611, -0.02712177112698555, -0.14187851548194885, 0.07053321599960327, 0.10129021853208542, -0.0765700414776802, -0.01439665723592043, -0.001268247957341373, -0.0050817313604056835, -0.039793461561203, 0.17200031876564026, 0.08437427133321762, 0.06447035819292068, -0.09090707451105118, 0.1306702047586441, 0.06277552247047424, -0.07710146903991699, 0.04752160981297493, 0.04644910246133804, -0.08037316799163818, -0.026629218831658363, 0.022366655990481377, 0.1253686249256134, -0.10710678994655609, -0.05011238902807236, -0.10617341101169586, -0.08399729430675507, 0.06937146186828613, 0.08725156635046005, 0.05878893658518791, 0.0016730648931115866, -0.05232866480946541, 0.04377073794603348, -0.1647498905658722, 0.08511167019605637, 0.036223165690898895, 0.07946613430976868, -0.1784837543964386, 0.1024126335978508, 0.0013591258320957422, 0.07031455636024475, -0.017355531454086304, 0.004517427179962397, -0.10164772719144821, -0.008082501590251923, -0.22141015529632568, -0.030447889119386673, -0.04485078901052475, 0.0067874654196202755, -0.01074016373604536, -0.0567648746073246, -0.050047460943460464, 0.07189401239156723, -0.06727617233991623, -0.06685236096382141, 0.037643399089574814, 0.04190373420715332, -0.14196985960006714, 0.015258800238370895, 0.01778489723801613, -0.09965405613183975, 0.08011231571435928, 0.07391924411058426, 0.03196398541331291, 0.029927333816885948, -0.04761767387390137, -0.0336492620408535, 0.019173962995409966, 0.022918427363038063, 0.08375534415245056, -0.07314430922269821, -0.011411461979150772, -0.02663695067167282, 0.0375351719558239, 0.003028680570423603, 0.0382024347782135, -0.13314266502857208, -0.04481078311800957, -0.034918464720249176, -0.02497013285756111, -0.08733412623405457, 0.04116514325141907, 0.11975635588169098, 0.04758675768971443, 0.15779751539230347, -0.061947014182806015, 0.045866709202528, -0.16815322637557983, -0.02472831681370735, -0.021415719762444496, -0.0330844447016716, -0.05176975950598717, -0.009291602298617363, 0.06749281287193298, -0.06355646252632141, 0.09640620648860931, -0.05756981670856476, 0.13243673741817474, 0.0394180603325367, -0.017536936327815056, -0.02277091145515442, 0.010896272957324982, 0.22459904849529266, 0.06812125444412231, -0.0022709681652486324, 0.0624215193092823, 0.015873035416007042, 0.07208149135112762, 0.056596580892801285, 0.1513746827840805, 0.1177859678864479, -0.029011541977524757, 0.0797547996044159, 0.07785689830780029, -0.08432227373123169, -0.1899869590997696, 0.05058346688747406, 0.014029630459845066, 0.10527105629444122, -0.03435799106955528, 0.10922020673751831, 0.1088913157582283, -0.13743449747562408, 0.03823233023285866, -0.04530235752463341, -0.10491225868463516, -0.10471301525831223, -0.020112916827201843, -0.05760398134589195, -0.15553973615169525, 0.026051638647913933, -0.13119851052761078, 0.016507504507899284, 0.06129451096057892, 0.0022931641433387995, -0.025286251679062843, 0.15141546726226807, 0.006901094224303961, 0.007011911366134882, 0.04950343817472458, -0.0026690028607845306, -0.020199961960315704, -0.03613724187016487, -0.05000052973628044, 0.04134117066860199, 0.007449702825397253, 0.07607584446668625, -0.024314144626259804, -0.030860628932714462, 0.042552873492240906, -0.00922409351915121, -0.07475108653306961, 0.01902492344379425, 0.045834314078092575, 0.02329006791114807, 0.07008544355630875, 0.030401431024074554, 0.00023649496142752469, -0.042486414313316345, 0.2559758722782135, -0.09243419021368027, -0.07422515004873276, -0.1457207351922989, 0.22791726887226105, 0.052871473133563995, -0.025410857051610947, 0.06522845476865768, -0.12765757739543915, -0.03727848082780838, 0.14244705438613892, 0.13260731101036072, -0.03721330314874649, -0.03603854775428772, 0.005535332951694727, -0.027412232011556625, -0.08638229966163635, 0.10147164762020111, 0.1062868982553482, 0.06412156671285629, -0.05273503437638283, -0.0246447566896677, -0.034044839441776276, -0.029687730595469475, -0.0796375572681427, 0.055367980152368546, 0.013779232278466225, -0.014222684316337109, -0.03388633951544762, 0.05138050764799118, -0.04681019112467766, -0.14227986335754395, 0.05374836176633835, -0.1085665300488472, -0.16539521515369415, -0.027066268026828766, 0.06261240690946579, -0.005911223124712706, 0.0669076219201088, -0.019781507551670074, -0.01052128616720438, 0.17859160900115967, -0.020246556028723717, -0.06720908731222153, -0.09139054268598557, 0.10390818864107132, -0.022369327023625374, 0.21197707951068878, 0.002839124295860529, 0.07683604955673218, 0.11916586756706238, 0.04267771542072296, -0.15627272427082062, 0.021599335595965385, 0.07961859554052353, -0.07187967002391815, 0.019141146913170815, 0.1410331130027771, -0.02745520882308483, 0.07875411957502365, 0.018769757822155952, -0.16779492795467377, -0.051091961562633514, -0.003947609569877386, -0.014706682413816452, -0.09968240559101105, -0.019596852362155914, -0.059252578765153885, 0.14252515137195587, 0.20023559033870697, -0.059730544686317444, -0.026231152936816216, -0.0688798651099205, 0.04828168824315071, 0.05439075455069542, 0.06331516802310944, -0.011328528635203838, -0.1911621242761612, 0.03209852799773216, 0.04396698996424675, 0.013678604736924171, -0.21917404234409332, -0.07740820944309235, 0.062947116792202, -0.052536457777023315, -0.057531584054231644, 0.08416245877742767, 0.048684898763895035, 0.03788553178310394, -0.04451998695731163, -0.08356122672557831, -0.0929044559597969, 0.14237746596336365, -0.15340545773506165, -0.06530801951885223 ]

[ "transformers", "safetensors", "llama", "text-generation", "merge", "not-for-all-audiences", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "region:us" ]

[]

[]

[ "## BigMaid-20B-v1.0\n\nexllamav2 quant for TeeZee/BigMaid-20B-v1.0\n\nRuns smoothly on single 3090 in webui with context length set to 4096, ExLlamav2_HF loader\nand cache_8bit=True\n\nAll comments are greatly appreciated, download, test and if you appreciate my work, consider buying me my fuel:\n<a href=\"URL target=\"_blank\"><img src=\"URL alt=\"Buy Me A Coffee\" style=\"height: 60px !important;width: 217px !important;\" ></a>" ]

[ "TAGS\n#transformers #safetensors #llama #text-generation #merge #not-for-all-audiences #license-apache-2.0 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n", "## BigMaid-20B-v1.0\n\nexllamav2 quant for TeeZee/BigMaid-20B-v1.0\n\nRuns smoothly on single 3090 in webui with context length set to 4096, ExLlamav2_HF loader\nand cache_8bit=True\n\nAll comments are greatly appreciated, download, test and if you appreciate my work, consider buying me my fuel:\n<a href=\"URL target=\"_blank\"><img src=\"URL alt=\"Buy Me A Coffee\" style=\"height: 60px !important;width: 217px !important;\" ></a>" ]

[ 67, 139 ]

[ "passage: TAGS\n#transformers #safetensors #llama #text-generation #merge #not-for-all-audiences #license-apache-2.0 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n## BigMaid-20B-v1.0\n\nexllamav2 quant for TeeZee/BigMaid-20B-v1.0\n\nRuns smoothly on single 3090 in webui with context length set to 4096, ExLlamav2_HF loader\nand cache_8bit=True\n\nAll comments are greatly appreciated, download, test and if you appreciate my work, consider buying me my fuel:\n<a href=\"URL target=\"_blank\"><img src=\"URL alt=\"Buy Me A Coffee\" style=\"height: 60px !important;width: 217px !important;\" ></a>" ]

[ -0.03498319536447525, -0.11064298450946808, -0.0036328225396573544, 0.085273876786232, 0.07084973156452179, 0.019316961988806725, 0.08198530226945877, 0.08066245168447495, 0.027054298669099808, -0.019552914425730705, 0.09813067317008972, 0.04491020739078522, -0.009350469335913658, 0.1555127650499344, 0.013254418969154358, -0.077577143907547, 0.00555854756385088, 0.006728052627295256, 0.11289112269878387, 0.11914431303739548, 0.15777462720870972, -0.11912958323955536, 0.13344363868236542, -0.023382671177387238, -0.10125164687633514, 0.03176579996943474, -0.03466011956334114, -0.059666357934474945, 0.08428908884525299, 0.01975170522928238, 0.050152942538261414, 0.0943220928311348, -0.06399945169687271, -0.057423681020736694, 0.07384569197893143, -0.001625415519811213, -0.04312123358249664, 0.03743944689631462, 0.0207583699375391, -0.000731879030354321, 0.04885289445519447, -0.03834160789847374, -0.06820587068796158, 0.08620999753475189, -0.019338460639119148, -0.07634007930755615, -0.09062255918979645, 0.04847829416394234, 0.00029571092454716563, 0.05780255049467087, -0.0002987217449117452, 0.11854813992977142, -0.13218379020690918, 0.07694092392921448, 0.3012998402118683, -0.1707926243543625, -0.02251403033733368, 0.03750041499733925, 0.03660416603088379, 0.08715663850307465, -0.027213700115680695, -0.0035455930046737194, 0.05246806517243385, -0.014124127104878426, 0.08033712208271027, -0.018910642713308334, 0.02484326809644699, -0.04529451206326485, -0.02835821732878685, 0.055512554943561554, 0.29841527342796326, 0.11427585780620575, -0.0723964050412178, -0.05110490322113037, -0.07562702894210815, -0.11607903242111206, -0.0469207689166069, -0.04318975284695625, 0.059832315891981125, -0.01683494821190834, 0.00731558445841074, -0.048299390822649, -0.13003131747245789, -0.0506717786192894, -0.14055311679840088, 0.0752214789390564, -0.00029021434602327645, 0.00573568232357502, -0.005351213272660971, 0.08895322680473328, -0.006474074441939592, -0.14010781049728394, -0.12335988879203796, -0.05670258775353432, 0.049197033047676086, -0.05241144448518753, -0.015631958842277527, 0.07971248775720596, 0.11277493089437485, 0.09282977133989334, 0.044342268258333206, 0.015212498605251312, 0.029646825045347214, 0.020997745916247368, -0.05499568209052086, -0.021798601374030113, -0.008894221857190132, -0.183760404586792, 0.11074478179216385, 0.00557911628857255, 0.11328979581594467, 0.03596578165888786, -0.09597185254096985, -0.01681339181959629, 0.006832825485616922, 0.05017818138003349, -0.0024864082224667072, 0.012446081265807152, -0.06788003444671631, 0.023855913430452347, 0.2201569378376007, -0.07135791331529617, -0.00892080832272768, 0.06058302894234657, -0.048245660960674286, 0.13300254940986633, 0.002913236618041992, 0.02288557030260563, 0.0058854613453149796, -0.0266323983669281, -0.06618037819862366, -0.009940006770193577, -0.0493382029235363, 0.011686350218951702, 0.09360707551240921, 0.02707446552813053, -0.003402107395231724, -0.2159101814031601, -0.19135691225528717, 0.05161532387137413, 0.004409303423017263, -0.032893743366003036, -0.032363180071115494, 0.020947882905602455, -0.02648242376744747, 0.014499968849122524, -0.009340072050690651, 0.1133812963962555, -0.09129168093204498, 0.04342000186443329, 0.07186158746480942, 0.09662814438343048, -0.09386738389730453, 0.03177468106150627, -0.14210815727710724, -0.044988054782152176, -0.08269704878330231, -0.0027517126873135567, 0.0031485671643167734, 0.10356750339269638, -0.10419958084821701, -0.0438847541809082, -0.12717851996421814, 0.002230449579656124, -0.02475595846772194, 0.1770181804895401, -0.1384509801864624, -0.03342791646718979, 0.11930252611637115, -0.09483442455530167, -0.19634859263896942, 0.14457820355892181, 0.020195597782731056, 0.05010426416993141, 0.12227712571620941, -0.026060426607728004, 0.10724294185638428, -0.12490098178386688, -0.06560041010379791, 0.05443469062447548, -0.03919029235839844, -0.15099161863327026, 0.11063430458307266, 0.05193169414997101, -0.0050016362220048904, 0.006532012950628996, 0.0953308641910553, 0.04450531303882599, -0.0027589069213718176, -0.06444326788187027, -0.11434143036603928, -0.05240181088447571, -0.015577253885567188, -0.009222147054970264, 0.01361820101737976, -0.1299089938402176, -0.08609414100646973, -0.06572239845991135, 0.13323049247264862, 0.06442835927009583, 0.0035821590572595596, -0.06477952748537064, 0.0584501251578331, -0.051800526678562164, 0.030807584524154663, 0.008002479560673237, -0.028529532253742218, 0.00811526644974947, -0.005071274936199188, -0.028329147025942802, 0.10506816953420639, 0.06254022568464279, -0.029976582154631615, -0.05251859873533249, -0.019544608891010284, 0.025125935673713684, -0.0016874591819941998, -0.021977918222546577, -0.11857444047927856, 0.08755914866924286, -0.00815933384001255, 0.14379383623600006, -0.02297656424343586, 0.023249436169862747, 0.17675995826721191, 0.05794660001993179, 0.05159708485007286, 0.03244362026453018, 0.043189551681280136, -0.059622976928949356, -0.06799939274787903, -0.01674068160355091, 0.02160821110010147, -0.011843157932162285, -0.060292165726423264, 0.15438926219940186, -0.06490328162908554, 0.1848047822713852, 0.2025451958179474, 0.006941695231944323, 0.021959105506539345, 0.004622656852006912, -0.00852993130683899, -0.03609006851911545, -0.026458926498889923, -0.11761002987623215, -0.11423579603433609, 0.023114975541830063, 0.09369032084941864, -0.07770991325378418, -0.04726402461528778, 0.008808834478259087, -0.006384225562214851, 0.0011008363217115402, 0.08440503478050232, 0.041169680655002594, -0.14926116168498993, 0.09616690129041672, 0.300418883562088, -0.010292690247297287, 0.10272429138422012, 0.021546954289078712, -0.04809967055916786, -0.020593425258994102, -0.010280475951731205, -0.017287032678723335, 0.08303046226501465, -0.06629598140716553, 0.05667519196867943, 0.054856445640325546, -0.012475120835006237, 0.006872464437037706, -0.036591947078704834, -0.004314688965678215, 0.031511008739471436, -0.0780964344739914, 0.07685374468564987, 0.08065114915370941, -0.046741146594285965, 0.055310554802417755, -0.010147785767912865, -0.03148404881358147, 0.0758962407708168, 0.018754946067929268, -0.043134983628988266, 0.12345190346240997, -0.022592905908823013, -0.15466837584972382, -0.1330300122499466, -0.006144420243799686, -0.024709390476346016, 0.0043925633653998375, 0.1266895979642868, -0.10362031310796738, -0.05665949359536171, -0.09169038385152817, -0.05944351106882095, 0.10669532418251038, 0.05047532916069031, -0.04491770267486572, 0.044006042182445526, -0.0018098194850608706, -0.11711730062961578, -0.02492956817150116, 0.05248664319515228, -0.060571178793907166, 0.06434089690446854, -0.008845306001603603, 0.12045640498399734, 0.08765629678964615, 0.02120274119079113, -0.010445412248373032, 0.0341622456908226, 0.08755743503570557, -0.07042936980724335, 0.12352227419614792, 0.23112022876739502, 0.14506840705871582, 0.051352400332689285, 0.08133307844400406, 0.02934873290359974, -0.025531087070703506, 0.09741953760385513, 0.03479486703872681, -0.08313470333814621, -0.1738082319498062, -0.034471455961465836, -0.05814125016331673, 0.0038763105403631926, -0.0008541258284822106, 0.04530465230345726, -0.03754749894142151, 0.13643133640289307, -0.1039896160364151, 0.0101062823086977, -0.04468994215130806, 0.04331034794449806, 0.10254013538360596, 0.01308099739253521, 0.09607315063476562, -0.12002301216125488, -0.032196033746004105, 0.13602711260318756, -0.014078648760914803, 0.00016370911907870322, 0.013501007109880447, 0.24840758740901947, 0.062356412410736084, 0.031027689576148987, 0.02891366370022297, 0.10900087654590607, 0.035024240612983704, -0.05086289718747139, -0.04349414259195328, -0.10431808978319168, 0.012301281094551086, 0.028115490451455116, -0.06194976717233658, 0.08524271100759506, -0.02050289884209633, 0.09490399062633514, 0.11293055862188339, 0.21093955636024475, 0.0001408891985192895, -0.2805032432079315, -0.040648892521858215, 0.09966092556715012, -0.029876533895730972, 0.029200635850429535, -0.03670249134302139, 0.06769928336143494, -0.02147495560348034, 0.046922147274017334, 0.04254697635769844, 0.07196815311908722, -0.005406960844993591, 0.04099862650036812, -0.025091836228966713, 0.100446417927742, -0.008509071543812752, 0.07512673735618591, -0.30587565898895264, 0.03529420122504234, 0.03345618024468422, 0.03560058772563934, -0.10294640064239502, -0.027327556163072586, 0.06361916661262512, 0.07632756978273392, 0.044142790138721466, -0.008674615062773228, 0.01969226822257042, 0.02677527628839016, -0.1480243057012558, 0.05854414403438568, -0.0022546686232089996, -0.02581782266497612, 0.030741024762392044, -0.04194163903594017, -0.03805389627814293, 0.019481588155031204, 0.11440975219011307, -0.20515450835227966, -0.07811412960290909, 0.01779176853597164, 0.14000344276428223, -0.0008747723768465221, -0.08717038482427597, -0.05504896491765976, -0.08612231910228729, 0.15179209411144257, -0.17420251667499542, -0.07996493577957153, -0.04630259424448013, -0.11723605543375015, -0.0036775381304323673, -0.08243793249130249, 0.003547847270965576, -0.04651502147316933, 0.1113090068101883, -0.01696765050292015, -0.04687091335654259, 0.08900314569473267, -0.12838684022426605, -0.1274927258491516, -0.025152845308184624, 0.12394655495882034, -0.036679815500974655, 0.05368354916572571, 0.04019616171717644, -0.049431752413511276, -0.10075794160366058, -0.1216711699962616, -0.04586252570152283, -0.02570861391723156, -0.0071135940961539745, 0.0467354990541935, -0.04258346185088158, -0.06550876051187515, 0.0749121680855751, -0.09026752412319183, 0.13282202184200287, 0.17805446684360504, -0.05016988143324852, 0.027057768777012825, 0.11964205652475357, 0.041464101523160934, -0.18242570757865906, -0.03895368427038193, -0.11463995277881622, -0.03354558348655701, -0.005527981091290712, -0.051775313913822174, 0.16998189687728882, 0.14439581334590912, -0.05264553427696228, 0.15284286439418793, -0.1938997507095337, -0.10855139791965485, 0.01752784661948681, 0.025967735797166824, 0.2889637351036072, -0.1282891482114792, -0.03809968754649162, -0.1327994018793106, -0.15909352898597717, 0.10327667742967606, -0.2790290117263794, 0.1203540563583374, -0.04926397278904915, 0.028802501037716866, -0.020154060795903206, -0.057289741933345795, 0.10116618126630783, -0.03544582054018974, 0.04015308991074562, -0.1367221474647522, 0.062114425003528595, 0.07814951241016388, -0.05864572897553444, 0.11853861808776855, -0.19531695544719696, -0.022347815334796906, -0.03535963594913483, 0.0027085451874881983, -0.045996442437171936, 0.12898993492126465, -0.05168623849749565, -0.04272083938121796, -0.0593554861843586, -0.0015420980053022504, 0.007186550181359053, -0.03927770256996155, 0.0948542058467865, -0.031295668333768845, -0.010072162374854088, 0.17526111006736755, 0.10349689424037933, -0.20909804105758667, -0.006987919099628925, -0.01859215833246708, -0.03195418417453766, 0.05387803912162781, -0.14011844992637634, 0.1033138632774353, 0.004399209748953581, -0.04106782376766205, 0.03123994916677475, 0.028414849191904068, -0.04890929535031319, 0.039307400584220886, 0.15315547585487366, -0.12484948337078094, -0.05547655373811722, -0.04621933400630951, 0.007973725907504559, -0.08341808617115021, 0.014930357225239277, 0.12049633264541626, -0.01385235134512186, 0.0364169217646122, 0.01876801811158657, 0.04387461394071579, -0.03772805631160736, 0.11837854236364365, 0.0888676717877388, 0.048898279666900635, -0.10446608066558838, 0.05610717460513115, 0.006425610743463039, -0.11322853714227676, -0.06856642663478851, 0.08529272675514221, -0.0959501788020134, -0.13312040269374847, 0.054976899176836014, -0.055197276175022125, -0.05266523361206055, -0.09692955017089844, -0.1356567144393921, -0.10309960693120956, 0.03387674316763878, -0.019929558038711548, 0.11922115087509155, 0.052199121564626694, 0.11192511767148972, 0.00011341181379975751, -0.020987050607800484, 0.09705183655023575, -0.03160284087061882, 0.09388790279626846, -0.1639130860567093, -0.038926854729652405, -0.024244816973805428, 0.07603016495704651, -0.04253660514950752, 0.05829815939068794, -0.014046167954802513, -0.04384038224816322, -0.13890521228313446, 0.03347175195813179, -0.07844016700983047, 0.011499989777803421, -0.028006860986351967, 0.03125520423054695, -0.071201853454113, 0.034578412771224976, -0.04353521391749382, -0.0013869674876332283, 0.008047988638281822, 0.09900414943695068, -0.10758192092180252, 0.021999118849635124, 0.060242585837841034, -0.034032825380563736, 0.0979343056678772, -0.020991668105125427, -0.05125093460083008, -0.08141135424375534, -0.16650474071502686, 0.009678684175014496, 0.05355706438422203, 0.03897753357887268, 0.021340370178222656, -0.028358493000268936, 0.04943307116627693, 0.022763974964618683, 0.08051036298274994, 0.010032761842012405, 0.12201336771249771, -0.1379646211862564, 0.06892889738082886, -0.059548888355493546, -0.040957748889923096, -0.03801605850458145, -0.026041891425848007, 0.042674578726291656, -0.04951038211584091, 0.22208918631076813, -0.038898833096027374, -0.06033416837453842, -0.10444001853466034, 0.06801921129226685, -0.03370150551199913, -0.09301599860191345, -0.0898151695728302, -0.030354874208569527, -0.023037873208522797, 0.008471363224089146, 0.14597773551940918, -0.046095047146081924, 0.00817991141229868, 0.08520790189504623, -0.01125844195485115, 0.06322095543146133, -0.04248954355716705, 0.15547378361225128, -0.016167346388101578, 0.0033993583638221025, 0.019771317020058632, 0.007845588959753513, 0.13310670852661133, -0.1180020347237587, 0.1245604082942009, 0.20347465574741364, -0.041937388479709625, 0.13450473546981812, 0.03209567070007324, -0.028952931985259056, 0.010822930373251438, -0.05530200153589249, -0.03381945565342903, 0.034620847553014755, -0.0376608781516552, 0.0596432127058506, 0.17255379259586334, -0.060301318764686584, -0.07825419306755066, -0.024271070957183838, 0.036609310656785965, -0.08935476094484329, 0.028442880138754845, -0.15835775434970856, -0.12329544872045517, -0.03529457747936249, -0.02798387035727501, -0.03689640760421753, 0.053478822112083435, 0.059305183589458466, -0.04597697779536247, 0.1764668971300125, 0.013051535002887249, -0.06252909451723099, 0.0490654855966568, -0.005102523136883974, -0.10959615558385849, 0.04237455502152443, -0.0626240074634552, -0.035516031086444855, -0.025145821273326874, -0.03002585843205452, 0.07003074139356613, -0.008659898303449154, -0.01870313473045826, -0.06857134401798248, -0.06224709749221802, -0.05699128657579422, 0.03905092552304268, 0.05338684096932411, -0.01319851540029049, 0.02854662388563156, -0.03523576632142067, 0.0398273803293705, 0.1473412960767746, -0.03412012755870819, -0.09821735322475433, -0.018313851207494736, -0.019048236310482025, 0.03693088889122009, 0.07673183083534241, -0.04491175711154938, -0.08239229023456573, 0.0197488721460104, 0.1782456785440445, 0.1788651943206787, -0.05513410270214081, 0.03612825274467468, -0.05085643753409386, 0.004655176308006048, -0.011510496959090233, 0.05608949065208435, 0.09617068618535995, 0.05604252591729164, -0.014112686738371849, 0.14110739529132843, -0.009902134537696838, 0.01206869725137949, -0.14440134167671204, 0.06956874579191208, -0.058463118970394135, 0.03621820732951164, 0.013902353122830391, 0.03817976266145706, -0.019771572202444077, -0.07964743673801422, 0.021467840299010277, -0.04174401983618736, -0.055783484131097794, -0.01123677846044302, 0.09369241446256638, 0.04130372032523155, 0.027935218065977097, -0.02946174517273903, -0.03538472577929497, -0.013642329722642899, 0.0022193528711795807, -0.17584474384784698, -0.05900387838482857, 0.05831952393054962, -0.07634091377258301, 0.2001768946647644, -0.018438108265399933, 0.05333241447806358, 0.14788614213466644, -0.04651224985718727, -0.17579682171344757, 0.11736995726823807, 0.031319472938776016, -0.13463185727596283, 0.09532837569713593, 0.006002120207995176, -0.01758509688079357, 0.0018121047178283334, 0.05698776617646217, -0.014858385547995567, -0.02650691196322441, 0.09556002914905548, 0.0018452956574037671, -0.14523881673812866, 0.059768158942461014, -0.06412264704704285, 0.09225879609584808, 0.07859119772911072, -0.09336153417825699, -0.03973158448934555, -0.06338764727115631, 0.09112590551376343, 0.06714100390672684, -0.0641268789768219, -0.007720596622675657, -0.1592140793800354, 0.035547468811273575, 0.12641489505767822, 0.09265279024839401, -0.2555285096168518, -0.05028732866048813, -0.06423907727003098, 0.011072210967540741, -0.09563156217336655, 0.030965548008680344, 0.1647462248802185, 0.04313226789236069, -0.008759230375289917, -0.18590037524700165, -0.09927298128604889, 0.09726791083812714, -0.17497433722019196, -0.10367055982351303 ]

[ "transformers", "safetensors", "llama", "text-generation", "conversational", "arxiv:1910.09700", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ "TAGS\n#transformers #safetensors #llama #text-generation #conversational #arxiv-1910.09700 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ 60, 6, 3, 82, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4 ]

[ "passage: TAGS\n#transformers #safetensors #llama #text-generation #conversational #arxiv-1910.09700 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact" ]

[ -0.04654794931411743, 0.16618601977825165, -0.005445904564112425, 0.01853804849088192, 0.0981811136007309, 0.011998992413282394, 0.06433123350143433, 0.11398410052061081, -0.0230073444545269, 0.11406639218330383, 0.03047988750040531, 0.10172267258167267, 0.11317981779575348, 0.14841650426387787, -0.002152352826669812, -0.22403094172477722, 0.050844956189394, -0.12105348706245422, -0.033293843269348145, 0.11749980598688126, 0.1483822613954544, -0.09928343445062637, 0.07274559140205383, -0.029687678441405296, -0.012143402360379696, -0.030057786032557487, -0.05890674889087677, -0.046214159578084946, 0.04651786759495735, 0.06640566885471344, 0.06770290434360504, 0.0071083661168813705, 0.09012923389673233, -0.2696533799171448, 0.018959321081638336, 0.07145345956087112, -0.002759667346253991, 0.06957992166280746, 0.06404146552085876, -0.07107418030500412, 0.10337356477975845, -0.05106033384799957, 0.14650006592273712, 0.08365883678197861, -0.09081148356199265, -0.1895141303539276, -0.08866965025663376, 0.09882009029388428, 0.17572562396526337, 0.04925641790032387, -0.02320658043026924, 0.09761467576026917, -0.08769196271896362, 0.015438909642398357, 0.04981724172830582, -0.07620415836572647, -0.05378096550703049, 0.05986575037240982, 0.07907199114561081, 0.06627275794744492, -0.12434766441583633, -0.02885502204298973, 0.005009706597775221, 0.010980482213199139, 0.0769270583987236, 0.01728810742497444, 0.146672785282135, 0.0338633768260479, -0.12615777552127838, -0.04880760237574577, 0.09869225323200226, 0.03395522013306618, -0.04422314465045929, -0.24749068915843964, -0.03152675926685333, -0.030810698866844177, -0.029386121779680252, -0.03716538846492767, 0.04340358078479767, -0.007673026993870735, 0.08638741075992584, -0.0060646249912679195, -0.07403432577848434, -0.03937075287103653, 0.06169692054390907, 0.0672287791967392, 0.02999979443848133, -0.013745363801717758, 0.010938193649053574, 0.11620724946260452, 0.1095694974064827, -0.12054188549518585, -0.05555335059762001, -0.06393084675073624, -0.08656639605760574, -0.040790557861328125, 0.034162238240242004, 0.03456587344408035, 0.05349370837211609, 0.25305667519569397, 0.015654386952519417, 0.059652652591466904, 0.034477248787879944, 0.007892133668065071, 0.05848940089344978, 0.11044429242610931, -0.06018859148025513, -0.10444226115942001, -0.02648012898862362, 0.08843598514795303, 0.008199662901461124, -0.03287925571203232, -0.05088530853390694, 0.06019928678870201, 0.01946467161178589, 0.11926145106554031, 0.09061790257692337, 0.010536285117268562, -0.07121123373508453, -0.061038948595523834, 0.1891259253025055, -0.16544590890407562, 0.04322727024555206, 0.035097137093544006, -0.03903156518936157, 0.00019933005387429148, 0.013914269395172596, 0.016625655815005302, -0.025983380153775215, 0.09017423540353775, -0.054113563150167465, -0.04145489260554314, -0.11186197400093079, -0.03383193537592888, 0.033762916922569275, 0.008953776210546494, -0.035059962421655655, -0.033713940531015396, -0.08351044356822968, -0.07577689737081528, 0.09320491552352905, -0.07346344739198685, -0.04878907650709152, -0.01804324984550476, -0.07530532777309418, 0.022395428270101547, 0.019394835457205772, 0.07707412540912628, -0.02362251654267311, 0.04399976506829262, -0.05189276114106178, 0.05863580107688904, 0.11207318305969238, 0.03570080175995827, -0.05736649036407471, 0.06062258034944534, -0.23834340274333954, 0.09552820026874542, -0.07409077137708664, 0.05591456592082977, -0.153293639421463, -0.024439791217446327, 0.04788333550095558, 0.008784620091319084, -0.009650949388742447, 0.13416339457035065, -0.21702027320861816, -0.02536402828991413, 0.1717337965965271, -0.10057014971971512, -0.07069246470928192, 0.05619903281331062, -0.04835370555520058, 0.10988964140415192, 0.03825836628675461, -0.025690359994769096, 0.06171267107129097, -0.1267417073249817, 0.003717758459970355, -0.05005312338471413, -0.017048977315425873, 0.1548657864332199, 0.07182947546243668, -0.07217690348625183, 0.07399354875087738, 0.025708531960844994, -0.0246540866792202, -0.04625825211405754, -0.015164627693593502, -0.10536660254001617, 0.014689887873828411, -0.06369215250015259, 0.014470234513282776, -0.020807426422834396, -0.09071163833141327, -0.027962757274508476, -0.17504668235778809, -0.03014434315264225, 0.08651752024888992, -0.008693269453942776, -0.01803150773048401, -0.1178668737411499, 0.009341353550553322, 0.04177580401301384, 0.0061247628182172775, -0.13462838530540466, -0.04812471568584442, 0.02780051715672016, -0.1600649207830429, 0.034652888774871826, -0.05392369255423546, 0.04932025074958801, 0.025790516287088394, -0.028889117762446404, -0.026493212208151817, 0.021633783355355263, 0.005992184858769178, -0.011999987065792084, -0.24343903362751007, -0.028118690475821495, -0.024888472631573677, 0.1682123839855194, -0.20917098224163055, 0.03546025976538658, 0.07867541164159775, 0.15366052091121674, 0.011240328662097454, -0.04177491366863251, 0.005974748637527227, -0.06935794651508331, -0.02736494317650795, -0.05875484645366669, -0.0047869328409433365, -0.03310677409172058, -0.04545191675424576, 0.04568447172641754, -0.16510973870754242, -0.032636504620313644, 0.09776268899440765, 0.06289951503276825, -0.13922683894634247, -0.020621931180357933, -0.03630133345723152, -0.049253206700086594, -0.04911839962005615, -0.0605199858546257, 0.10893940925598145, 0.05891856551170349, 0.04574795812368393, -0.05928509309887886, -0.07568105310201645, -0.001827909960411489, -0.013898161239922047, -0.017864689230918884, 0.09759635478258133, 0.0751434788107872, -0.13251115381717682, 0.09224759042263031, 0.09603385627269745, 0.07919023185968399, 0.09113933145999908, -0.02355697751045227, -0.08261934667825699, -0.045987509191036224, 0.031442027539014816, 0.020124373957514763, 0.13039541244506836, -0.024294709786772728, 0.04352088272571564, 0.042134687304496765, -0.019369594752788544, 0.014752166345715523, -0.08687400817871094, 0.033972494304180145, 0.028472330421209335, -0.016721390187740326, 0.050190530717372894, -0.03876714035868645, 0.02440318465232849, 0.08830609917640686, 0.045322712510824203, 0.03507532551884651, 0.015493292361497879, -0.05206458270549774, -0.1083620935678482, 0.16405931115150452, -0.12714070081710815, -0.22483378648757935, -0.13936103880405426, 0.0037376401014626026, 0.035628627985715866, -0.015835661441087723, 0.002417160663753748, -0.059374887496232986, -0.12220635265111923, -0.08858037739992142, 0.015140829607844353, 0.04942670464515686, -0.09028962254524231, -0.06437795609235764, 0.058117836713790894, 0.03889724239706993, -0.14560972154140472, 0.017612040042877197, 0.04854894429445267, -0.09789852797985077, -0.006774199660867453, 0.08094939589500427, 0.0698540136218071, 0.1770169734954834, 0.017703235149383545, -0.021850809454917908, 0.032354529947042465, 0.20614571869373322, -0.13538233935832977, 0.11083246022462845, 0.13607586920261383, -0.09041404724121094, 0.08072979003190994, 0.19951270520687103, 0.03932560607790947, -0.10153959691524506, 0.031980328261852264, 0.02283124253153801, -0.0284719280898571, -0.24526868760585785, -0.07212468236684799, -0.004402178805321455, -0.058010730892419815, 0.07660572230815887, 0.09286724030971527, 0.08215958625078201, 0.012304253876209259, -0.09310996532440186, -0.08154371380805969, 0.05942574888467789, 0.10367169976234436, 0.024584239348769188, -0.010839897207915783, 0.08998730033636093, -0.034100502729415894, 0.019626356661319733, 0.0853661298751831, 0.005239574704319239, 0.17840281128883362, 0.05159219726920128, 0.18830420076847076, 0.07925192266702652, 0.07219027727842331, 0.009912233799695969, 0.013080619275569916, 0.018877580761909485, 0.03300119563937187, -0.002769160782918334, -0.08440786600112915, -0.02248465269804001, 0.11566436290740967, 0.06668911874294281, 0.010815348476171494, 0.015172341838479042, -0.04104290530085564, 0.07965951412916183, 0.1831512451171875, -0.007656289264559746, -0.1783534437417984, -0.057547420263290405, 0.07553383708000183, -0.09879875183105469, -0.09854305535554886, -0.013454320840537548, 0.03072015568614006, -0.17046253383159637, 0.023390959948301315, -0.02239842526614666, 0.1106182336807251, -0.14194999635219574, -0.020490378141403198, 0.07218493521213531, 0.07199500501155853, 0.004729843698441982, 0.05758659541606903, -0.16417601704597473, 0.10671813786029816, 0.008950476534664631, 0.06779605895280838, -0.09610627591609955, 0.1008887067437172, -0.004196076653897762, -0.02063460275530815, 0.1393408179283142, 0.002700034761801362, -0.06884108483791351, -0.0763031542301178, -0.08754398673772812, -0.009632662869989872, 0.12754282355308533, -0.1419651061296463, 0.08767123520374298, -0.037212442606687546, -0.0424150750041008, -0.0017086371080949903, -0.10206665843725204, -0.11638247221708298, -0.18888559937477112, 0.06001543253660202, -0.13492922484874725, 0.03152317553758621, -0.10799519717693329, -0.032371897250413895, -0.030304040759801865, 0.19337286055088043, -0.23447458446025848, -0.07199826091527939, -0.1475764364004135, -0.10233612358570099, 0.1443224400281906, -0.0501345656812191, 0.08485390990972519, -0.007241467013955116, 0.16846685111522675, 0.019060896709561348, -0.02531743235886097, 0.0971490666270256, -0.09173708409070969, -0.19302815198898315, -0.07869284600019455, 0.15662524104118347, 0.13260218501091003, 0.031680017709732056, -0.002461588243022561, 0.036563750356435776, -0.015421539545059204, -0.11935004591941833, 0.015969349071383476, 0.1787186712026596, 0.06237189099192619, 0.02331034652888775, -0.027346095070242882, -0.11273157596588135, -0.06900003552436829, -0.028530338779091835, 0.03054865077137947, 0.17762407660484314, -0.07057618349790573, 0.18207968771457672, 0.14163152873516083, -0.05922834202647209, -0.20400173962116241, 0.010538800619542599, 0.03055560030043125, 0.0009220078936778009, 0.02591954916715622, -0.20123432576656342, 0.08688826113939285, 0.004683020059019327, -0.05110127478837967, 0.13194532692432404, -0.17217805981636047, -0.14451217651367188, 0.0765485092997551, 0.038384392857551575, -0.19559739530086517, -0.12913893163204193, -0.09174312651157379, -0.045869920402765274, -0.18591414391994476, 0.09569250047206879, 0.0305706188082695, 0.010893458500504494, 0.03030681423842907, 0.029179483652114868, 0.019487828016281128, -0.0418255440890789, 0.18391458690166473, -0.024792250245809555, 0.026594700291752815, -0.08539514988660812, -0.06927408277988434, 0.03743394836783409, -0.052842434495687485, 0.07349982857704163, -0.023486759513616562, 0.007861839607357979, -0.10348054021596909, -0.042148489505052567, -0.03735732287168503, 0.015448716469109058, -0.09657872468233109, -0.08514349907636642, -0.045032672584056854, 0.09675803780555725, 0.09690850973129272, -0.033646680414676666, -0.028050623834133148, -0.07533035427331924, 0.04412057250738144, 0.19926515221595764, 0.1785389482975006, 0.042153384536504745, -0.08034496754407883, -0.004150947090238333, -0.010121207684278488, 0.04310847446322441, -0.20463712513446808, 0.06283636391162872, 0.05450061708688736, 0.01973269321024418, 0.11436162889003754, -0.019565396010875702, -0.15359151363372803, -0.07263088971376419, 0.06303015351295471, -0.060181066393852234, -0.19620554149150848, 0.00867035984992981, 0.060603946447372437, -0.16371412575244904, -0.04535605385899544, 0.04643881320953369, -0.005620351992547512, -0.038163937628269196, 0.021896906197071075, 0.09194854646921158, 0.0026654244866222143, 0.07427921891212463, 0.05387866869568825, 0.0827430784702301, -0.10537070035934448, 0.08090532571077347, 0.08839722722768784, -0.08452684432268143, 0.023530138656497, 0.10478579998016357, -0.059433579444885254, -0.03440561518073082, 0.020135708153247833, 0.08153781294822693, 0.01775863952934742, -0.040019966661930084, 0.013229827396571636, -0.10452935844659805, 0.05954122915863991, 0.08839859813451767, 0.032507482916116714, 0.016702456399798393, 0.03425082191824913, 0.04607953503727913, -0.07238735258579254, 0.12142276018857956, 0.031868141144514084, 0.017129309475421906, -0.036505792289972305, -0.040896978229284286, 0.019542274996638298, -0.03214648738503456, -0.005015232600271702, -0.03023446537554264, -0.07695909589529037, -0.014793801121413708, -0.1626158058643341, -0.011131818406283855, -0.05648450180888176, 0.010329355485737324, 0.03204665705561638, -0.032609567046165466, 0.008124498650431633, 0.009250079281628132, -0.07695289701223373, -0.0663459524512291, -0.020460480824112892, 0.09540658444166183, -0.16213038563728333, 0.022481130436062813, 0.08244425803422928, -0.12187694013118744, 0.09281346201896667, 0.016204802319407463, -0.006236857734620571, 0.025038830935955048, -0.1475188434123993, 0.034843120723962784, -0.03386561945080757, 0.010836300440132618, 0.04373383894562721, -0.21569781005382538, -0.00004886732858722098, -0.033673107624053955, -0.06639216095209122, -0.009451326914131641, -0.03672455996274948, -0.11508306115865707, 0.1058407872915268, 0.007236586883664131, -0.08753558248281479, -0.03186136856675148, 0.029325377196073532, 0.0838974118232727, -0.021959776058793068, 0.15145497024059296, -0.008370938710868359, 0.07429654151201248, -0.16209737956523895, -0.018623165786266327, -0.006028574425727129, 0.022658247500658035, -0.01664556935429573, -0.01111356820911169, 0.044031109660863876, -0.022746501490473747, 0.17925859987735748, -0.030318550765514374, 0.02272745408117771, 0.06815794110298157, 0.019072026014328003, -0.030184008181095123, 0.10406795144081116, 0.04094860330224037, 0.02014910988509655, 0.018591465428471565, 0.003289656015112996, -0.04647882282733917, -0.03173251822590828, -0.19407226145267487, 0.07288651913404465, 0.15608493983745575, 0.09729263186454773, -0.016707008704543114, 0.07954329252243042, -0.10199416428804398, -0.1109243705868721, 0.12477338314056396, -0.04797708988189697, -0.002418199321255088, -0.07150927931070328, 0.13247236609458923, 0.1437523066997528, -0.1859612911939621, 0.07269313186407089, -0.0699717253446579, -0.04708027467131615, -0.10980689525604248, -0.19441905617713928, -0.05561789125204086, -0.049456022679805756, -0.016053348779678345, -0.04698808491230011, 0.07504211366176605, 0.054538097232580185, 0.006766852922737598, -0.0023397188633680344, 0.06506035476922989, -0.031050674617290497, -0.0037882844917476177, 0.032597362995147705, 0.06591679900884628, 0.012734474614262581, -0.030802709981799126, 0.016619903966784477, -0.013545602560043335, 0.045626189559698105, 0.06578011065721512, 0.04976864159107208, -0.02938537672162056, 0.014603170566260815, -0.038539156317710876, -0.10249634087085724, 0.043612558394670486, -0.024421939626336098, -0.0789753645658493, 0.15477414429187775, 0.023680059239268303, 0.007779473438858986, -0.020137663930654526, 0.23901568353176117, -0.0738423764705658, -0.0964353010058403, -0.14737580716609955, 0.10557299107313156, -0.038081806153059006, 0.05800395458936691, 0.04625935107469559, -0.10226529091596603, 0.018044332042336464, 0.1338089406490326, 0.16182038187980652, -0.039008259773254395, 0.020095856860280037, 0.031135575845837593, 0.00566398398950696, -0.03622615709900856, 0.04847532883286476, 0.06906453520059586, 0.16569648683071136, -0.04632584750652313, 0.09100406616926193, 0.0019041687482967973, -0.09579581767320633, -0.038361791521310806, 0.11069868505001068, -0.016052277758717537, 0.019335128366947174, -0.05818064883351326, 0.11742528527975082, -0.06386786699295044, -0.23783175647258759, 0.06453443318605423, -0.0684293657541275, -0.13765870034694672, -0.02378307841718197, 0.08207765966653824, -0.012955902144312859, 0.027587108314037323, 0.0730307325720787, -0.07240920513868332, 0.201939657330513, 0.03798431158065796, -0.05499868467450142, -0.055047210305929184, 0.0805421993136406, -0.10008571296930313, 0.2739645540714264, 0.01557221356779337, 0.04601577669382095, 0.10384146869182587, -0.009341772645711899, -0.13838784396648407, 0.019836371764540672, 0.09581108391284943, -0.10502193123102188, 0.04196618124842644, 0.19815568625926971, -0.0014755994779989123, 0.12389086186885834, 0.07657600939273834, -0.07551808655261993, 0.0478031262755394, -0.08054235577583313, -0.06760486960411072, -0.09260394424200058, 0.09703279286623001, -0.07772123068571091, 0.14251399040222168, 0.13876807689666748, -0.05074559152126312, 0.012724342755973339, -0.031311117112636566, 0.044293127954006195, -0.00010600237874314189, 0.10321761667728424, 0.004272161517292261, -0.1832672357559204, 0.024692710489034653, 0.005650998093187809, 0.10749758034944534, -0.16033467650413513, -0.09566054493188858, 0.042343202978372574, 0.003505636239424348, -0.0672195628285408, 0.1290110945701599, 0.05665452033281326, 0.04342988133430481, -0.03997718170285225, -0.03521440550684929, -0.0060732318088412285, 0.13561366498470306, -0.10713256150484085, 0.0009933578548952937 ]

[ "transformers", "safetensors", "mamba", "text-generation", "custom_code", "arxiv:1910.09700", "autotrain_compatible", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ "TAGS\n#transformers #safetensors #mamba #text-generation #custom_code #arxiv-1910.09700 #autotrain_compatible #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ 44, 6, 3, 82, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4 ]

[ "passage: TAGS\n#transformers #safetensors #mamba #text-generation #custom_code #arxiv-1910.09700 #autotrain_compatible #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact" ]

[ -0.05911209061741829, 0.16971009969711304, -0.004555939696729183, 0.016949862241744995, 0.10492818802595139, 0.006979730911552906, 0.0695304125547409, 0.10916668176651001, -0.02151155285537243, 0.13244621455669403, 0.02366602048277855, 0.10250617563724518, 0.12157462537288666, 0.17521582543849945, 0.00032735441345721483, -0.215568408370018, 0.059555549174547195, -0.11707116663455963, 0.014077664352953434, 0.11940538138151169, 0.1375541239976883, -0.10913290083408356, 0.07756702601909637, -0.016042614355683327, -0.007522472180426121, -0.028565173968672752, -0.06427237391471863, -0.0639854148030281, 0.052876513451337814, 0.07004843652248383, 0.05703578144311905, 0.01980280689895153, 0.07533595710992813, -0.2921387851238251, 0.018891561776399612, 0.07416704297065735, 0.013625946827232838, 0.06329598277807236, 0.08910465985536575, -0.06489012390375137, 0.1245526522397995, -0.03901197761297226, 0.14433272182941437, 0.07871853560209274, -0.09562870860099792, -0.175077423453331, -0.07632603496313095, 0.05614574998617172, 0.13889792561531067, 0.0605013482272625, -0.0384148433804512, 0.15284299850463867, -0.09819195419549942, 0.005356721580028534, 0.08573649823665619, -0.07621482759714127, -0.054682034999132156, 0.03659852594137192, 0.09709791094064713, 0.08686131238937378, -0.12584030628204346, -0.013743224553763866, 0.03434818983078003, 0.017206115648150444, 0.0853462666273117, 0.022136814892292023, 0.13592128455638885, 0.02471720241010189, -0.14244547486305237, -0.05549271032214165, 0.11638588458299637, 0.030789289623498917, -0.04961492121219635, -0.23838509619235992, -0.01084208395332098, -0.006844845600426197, -0.03595692291855812, -0.03600477799773216, 0.03979533910751343, -0.026067180559039116, 0.082354836165905, 0.0187587421387434, -0.07096860557794571, -0.040280260145664215, 0.0734768733382225, 0.07329744100570679, 0.02293463796377182, -0.018421906977891922, 0.018955502659082413, 0.11016961187124252, 0.09996916353702545, -0.12952707707881927, -0.05962102487683296, -0.07641901820898056, -0.087648905813694, -0.049965787678956985, 0.0355859138071537, 0.0559256486594677, 0.06247728317975998, 0.19574186205863953, 0.00812561996281147, 0.05589462071657181, 0.02287188731133938, 0.008377212099730968, 0.07867508381605148, 0.07760775834321976, -0.061573464423418045, -0.12953485548496246, -0.049057550728321075, 0.11368411779403687, 0.005337657872587442, -0.031978901475667953, -0.02949642203748226, 0.06081627681851387, 0.04581460356712341, 0.11642918735742569, 0.08568014949560165, 0.012602780945599079, -0.08285100013017654, -0.0492512471973896, 0.20743323862552643, -0.14984726905822754, 0.023450296372175217, 0.021624311804771423, -0.0572381429374218, -0.028104180470108986, 0.0005276513984426856, 0.022038554772734642, -0.030716223642230034, 0.095241017639637, -0.07517419755458832, -0.03460639342665672, -0.10976491868495941, -0.05762677267193794, 0.03200378641486168, 0.01573777012526989, -0.029543308541178703, -0.036267608404159546, -0.0969124287366867, -0.0745488852262497, 0.06936591118574142, -0.07918375730514526, -0.06999649852514267, -0.015312344767153263, -0.04910698160529137, 0.012776637449860573, 0.006482861470431089, 0.12877435982227325, -0.03418445214629173, 0.03856072202324867, -0.0444258376955986, 0.0716061070561409, 0.14723090827465057, 0.031676825135946274, -0.08736445009708405, 0.0659581795334816, -0.2258884757757187, 0.10928770899772644, -0.09876114875078201, 0.03174280747771263, -0.1535114049911499, -0.022560760378837585, 0.018980247899889946, 0.02628237195312977, -0.013490882702171803, 0.14138278365135193, -0.20109190046787262, -0.03156641125679016, 0.16482952237129211, -0.12904773652553558, -0.09322427213191986, 0.05753230303525925, -0.057866860181093216, 0.11440815776586533, 0.040680836886167526, -0.02138969860970974, 0.04842022433876991, -0.1246139332652092, -0.02844635210931301, -0.05237911269068718, -0.0009480749722570181, 0.15688376128673553, 0.06909754872322083, -0.06525595486164093, 0.037667594850063324, 0.019925085827708244, -0.01462924387305975, -0.04006192833185196, -0.03622733801603317, -0.09378569573163986, 0.011999639682471752, -0.07392267137765884, 0.016790276393294334, -0.013221371918916702, -0.08722624182701111, -0.03930346667766571, -0.16236501932144165, -0.02372005395591259, 0.08894141018390656, 0.013083607889711857, -0.031244082376360893, -0.08932003378868103, 0.010195801965892315, 0.0026573690120130777, -0.01846405491232872, -0.1612764149904251, -0.05866173654794693, 0.044404733926057816, -0.19613143801689148, 0.023146232590079308, -0.0516776479780674, 0.03890013322234154, 0.035548970103263855, -0.03397373855113983, -0.009670293889939785, 0.0169993843883276, 0.017385823652148247, -0.016347486525774002, -0.23191948235034943, -0.01613164320588112, -0.04339911416172981, 0.16375556588172913, -0.22873009741306305, 0.029898779466748238, 0.07071209698915482, 0.1386270970106125, 0.005862830672413111, -0.05224913731217384, 0.03956582024693489, -0.05757642909884453, -0.04459046944975853, -0.060267943888902664, -0.006491636857390404, -0.027926001697778702, -0.040729131549596786, 0.05524866282939911, -0.19315320253372192, -0.0434965156018734, 0.11191361397504807, 0.06402763724327087, -0.1553228348493576, -0.05936994031071663, -0.037478964775800705, -0.06395704299211502, -0.0903412476181984, -0.04703522473573685, 0.10277245938777924, 0.053244102746248245, 0.04748617857694626, -0.07800011336803436, -0.050373613834381104, 0.012229224666953087, -0.011251486837863922, -0.03463739529252052, 0.08682204782962799, 0.10124623775482178, -0.10750634223222733, 0.08991692215204239, 0.07468267530202866, 0.07958474010229111, 0.09577132761478424, -0.0009583517676219344, -0.10121409595012665, -0.017013341188430786, 0.015865659341216087, 0.012852178886532784, 0.12046113610267639, -0.06770268827676773, 0.04533139243721962, 0.05388716235756874, -0.03300238028168678, 0.017944389954209328, -0.09750653058290482, 0.026649901643395424, 0.032120876014232635, -0.0013100536307319999, 0.029414378106594086, -0.03526991233229637, 0.019733406603336334, 0.096145860850811, 0.03638149052858353, 0.036993179470300674, 0.011337436735630035, -0.04129951447248459, -0.1127653494477272, 0.16976556181907654, -0.09471442550420761, -0.2594332695007324, -0.11889027804136276, -0.0019221571274101734, 0.040712058544158936, -0.01848776638507843, 0.007277887314558029, -0.050750065594911575, -0.11407533288002014, -0.10393651574850082, 0.015941297635436058, 0.05737466737627983, -0.09151973575353622, -0.05397219955921173, 0.048969730734825134, 0.03755335509777069, -0.12620863318443298, 0.02148398943245411, 0.04742533341050148, -0.05646302551031113, -0.005044220015406609, 0.07081083208322525, 0.09589502960443497, 0.17944326996803284, 0.023072678595781326, -0.018294358626008034, 0.027000222355127335, 0.2404744029045105, -0.14458003640174866, 0.09550048410892487, 0.14557547867298126, -0.0621301494538784, 0.0894465520977974, 0.2127251923084259, 0.03615210950374603, -0.08979412913322449, 0.04390211030840874, 0.037159599363803864, -0.03489283472299576, -0.23519428074359894, -0.07988116890192032, -0.0019070658599957824, -0.08168096840381622, 0.08881992846727371, 0.08944790810346603, 0.10591630637645721, 0.053748343139886856, -0.09862768650054932, -0.07302185148000717, 0.03448313847184181, 0.11274465173482895, -0.013274149037897587, 0.010360333137214184, 0.0917888954281807, -0.03125179558992386, 0.005177066661417484, 0.09929027408361435, -0.0003536163130775094, 0.181910902261734, 0.03983021527528763, 0.15370282530784607, 0.08511173725128174, 0.05315737798810005, 0.0214379895478487, 0.011431531980633736, 0.03290175274014473, 0.021538523957133293, -0.018191706389188766, -0.09271898865699768, -0.005845354404300451, 0.1305544078350067, 0.051762547343969345, 0.030587125569581985, 0.021341539919376373, -0.037678636610507965, 0.07195529341697693, 0.15166041254997253, 0.007181528024375439, -0.2129736840724945, -0.04183068871498108, 0.08177121728658676, -0.08139029890298843, -0.11557555943727493, -0.006765867117792368, 0.015535137616097927, -0.1817084550857544, 0.05045459792017937, -0.019693685695528984, 0.10663526505231857, -0.11758812516927719, -0.026836799457669258, 0.04731503129005432, 0.07800071686506271, -0.03277543932199478, 0.08157103508710861, -0.19368399679660797, 0.12692618370056152, 0.00988737028092146, 0.0584944449365139, -0.1184007003903389, 0.0893658921122551, 0.017419535666704178, -0.011444433592259884, 0.159236878156662, -0.011762917973101139, -0.08267804235219955, -0.05580688267946243, -0.07610539346933365, -0.016308875754475594, 0.09796599298715591, -0.10575448721647263, 0.08794324100017548, -0.010174009017646313, -0.03384115546941757, -0.007742004934698343, -0.11420969665050507, -0.1501440703868866, -0.18510131537914276, 0.06818176805973053, -0.11687048524618149, 0.02180168777704239, -0.10843236744403839, -0.05877713859081268, -0.03380228579044342, 0.19672198593616486, -0.15483596920967102, -0.08912856131792068, -0.14409631490707397, -0.0805131122469902, 0.14769010245800018, -0.04259265586733818, 0.07935637980699539, -0.0038625888992100954, 0.2160293161869049, 0.008026833645999432, -0.0022946312092244625, 0.08489149063825607, -0.09599943459033966, -0.2033185213804245, -0.0847051814198494, 0.13343890011310577, 0.1243913471698761, 0.04147256165742874, -0.010613922029733658, 0.02808319590985775, -0.019411902874708176, -0.11632061749696732, 0.02156274951994419, 0.12860459089279175, 0.0720130130648613, 0.03741571307182312, -0.0019718853291124105, -0.14270804822444916, -0.09602102637290955, -0.0513567179441452, 0.013187704607844353, 0.1787029653787613, -0.06671774387359619, 0.15435543656349182, 0.15294098854064941, -0.054514702409505844, -0.19913537800312042, 0.026906250044703484, 0.04240840673446655, -0.012860962189733982, 0.04615282267332077, -0.19442546367645264, 0.080936498939991, 0.010794651694595814, -0.05994926020503044, 0.14099493622779846, -0.17880059778690338, -0.14925484359264374, 0.07950412482023239, 0.06407344341278076, -0.2244156301021576, -0.13518159091472626, -0.10299915820360184, -0.05908738076686859, -0.12856832146644592, 0.0853850394487381, 0.01591312140226364, -0.0014669249067083001, 0.04243430122733116, 0.02484952099621296, 0.02253951132297516, -0.05665034055709839, 0.2062574326992035, -0.003079495159909129, 0.03127192333340645, -0.08701767772436142, -0.09378377348184586, 0.04043413698673248, -0.04657139629125595, 0.06541436910629272, -0.011644437909126282, 0.003913296386599541, -0.08824460208415985, -0.06405768543481827, -0.05970257893204689, 0.032388634979724884, -0.08655396103858948, -0.09687505662441254, -0.06322907656431198, 0.10455503314733505, 0.09128213673830032, -0.029478970915079117, -0.05831295996904373, -0.09429948031902313, 0.0528726764023304, 0.22955264151096344, 0.18940022587776184, 0.06790269166231155, -0.06702622771263123, 0.0019890088587999344, -0.017818132415413857, 0.04439591243863106, -0.18834535777568817, 0.04913656786084175, 0.043317925184965134, 0.023366760462522507, 0.12106962502002716, -0.02550702542066574, -0.16843998432159424, -0.044065576046705246, 0.061729367822408676, -0.05788266286253929, -0.1841902881860733, -0.007962509989738464, 0.08281899988651276, -0.1711086630821228, -0.07543027400970459, 0.0175218153744936, -0.011898964643478394, -0.03061494790017605, 0.004734146408736706, 0.07950642704963684, 0.030690522864460945, 0.10972367972135544, 0.06629796326160431, 0.09980297088623047, -0.11078290641307831, 0.08748937398195267, 0.09499479830265045, -0.09460556507110596, 0.01683386228978634, 0.07881956547498703, -0.05628072842955589, -0.030095890164375305, 0.021114714443683624, 0.08807023614645004, 0.026194745674729347, -0.062821164727211, -0.011531691998243332, -0.10831988602876663, 0.0638631284236908, 0.1246771439909935, 0.03365999460220337, -0.0036701953504234552, 0.04809953644871712, 0.023988936096429825, -0.08572022616863251, 0.11630019545555115, 0.05245101824402809, 0.033086903393268585, -0.0518936812877655, -0.017845794558525085, 0.040616318583488464, -0.01583215408027172, -0.01664043962955475, -0.03209201246500015, -0.05889955163002014, -0.011393172666430473, -0.16422297060489655, 0.02356526628136635, -0.08300428092479706, 0.006371293682605028, 0.018613794818520546, -0.04029051214456558, -0.012473382987082005, 0.004607134964317083, -0.08452020585536957, -0.04373040795326233, -0.007194822654128075, 0.11015302687883377, -0.15324819087982178, 0.007680887822061777, 0.09699433296918869, -0.1205744668841362, 0.07033585757017136, -0.0073598837479949, -0.009950278326869011, 0.012340543791651726, -0.14203573763370514, 0.0490165613591671, -0.013049240224063396, 0.01223864033818245, 0.02788047306239605, -0.18838804960250854, 0.0030582258477807045, -0.03906800225377083, -0.05676265433430672, -0.017594266682863235, -0.0637701079249382, -0.11860716342926025, 0.10323798656463623, 0.021886613219976425, -0.0899246484041214, -0.01515982486307621, 0.047785189002752304, 0.10877007991075516, -0.05173894017934799, 0.1375369131565094, -0.009011386893689632, 0.06457730382680893, -0.17777413129806519, -0.017343172803521156, -0.015504814684391022, 0.015785513445734978, -0.00785839557647705, -0.0049060252495110035, 0.0552448146045208, -0.014219783246517181, 0.24131686985492706, -0.018378514796495438, 0.04575503244996071, 0.059953898191452026, 0.030060864984989166, 0.0003292017208877951, 0.09001439809799194, 0.05263902246952057, 0.025441888719797134, 0.014458557590842247, 0.022732684388756752, -0.04295806586742401, -0.022122981026768684, -0.1507280468940735, 0.07550353556871414, 0.15449003875255585, 0.08707141131162643, -0.01183074526488781, 0.06341144442558289, -0.11732497066259384, -0.08243662863969803, 0.11270497739315033, -0.04184537008404732, -0.0033284579403698444, -0.059163231402635574, 0.14380642771720886, 0.1506793200969696, -0.16714029014110565, 0.0669783279299736, -0.05848344415426254, -0.05143537372350693, -0.11403289437294006, -0.17581625282764435, -0.06855146586894989, -0.0344693586230278, -0.0027539082802832127, -0.05731518194079399, 0.07890333235263824, 0.10819149762392044, 0.00234815152361989, -0.0014742986531928182, 0.09275107830762863, -0.029814578592777252, -0.015079841949045658, 0.03881704434752464, 0.04703029245138168, 0.019422052428126335, -0.05802074447274208, 0.014430692419409752, -0.002351371105760336, 0.042910560965538025, 0.05336182191967964, 0.03298422321677208, -0.03840935230255127, 0.013042407110333443, -0.01758793741464615, -0.10627103596925735, 0.03329404816031456, -0.038008689880371094, -0.05825930833816528, 0.14400342106819153, 0.0235460102558136, 0.01873026415705681, -0.02464921586215496, 0.22304818034172058, -0.06562729179859161, -0.07551641017198563, -0.14123444259166718, 0.10657534003257751, -0.04867629334330559, 0.0543985515832901, 0.053940918296575546, -0.10817351192235947, 0.017760690301656723, 0.14426033198833466, 0.13156212866306305, -0.0384024977684021, 0.00963634718209505, 0.02581755444407463, 0.006659271195530891, -0.035062532871961594, 0.048925045877695084, 0.034444473683834076, 0.12496665865182877, -0.06828074157238007, 0.0853666439652443, -0.01148803997784853, -0.08974684029817581, -0.025870023295283318, 0.13159097731113434, 0.01011501345783472, 0.02855430729687214, -0.07933911681175232, 0.11995779722929001, -0.06810203194618225, -0.23706725239753723, 0.04042176529765129, -0.05716230347752571, -0.15428869426250458, -0.020869789645075798, 0.019858865067362785, 0.005724557209759951, 0.026280608028173447, 0.06426026672124863, -0.06579006463289261, 0.15884989500045776, 0.04234473407268524, -0.07425888627767563, -0.06358704715967178, 0.08135507255792618, -0.09458401054143906, 0.30012646317481995, 0.011220129206776619, 0.05187229812145233, 0.09771180152893066, -0.028927071020007133, -0.13555841147899628, 0.04240267723798752, 0.10347232967615128, -0.07450488954782486, 0.07062076777219772, 0.19257374107837677, 0.0010240557603538036, 0.10750173777341843, 0.0820421576499939, -0.07985574752092361, 0.06423336267471313, -0.08209048956632614, -0.07490294426679611, -0.0969567522406578, 0.08583496510982513, -0.06801040470600128, 0.1500275582075119, 0.12753954529762268, -0.04371098428964615, -0.00040002656169235706, -0.028037387877702713, 0.055240798741579056, -0.002173895947635174, 0.1252961903810501, 0.010974561795592308, -0.186856210231781, 0.02908787876367569, 0.005284721031785011, 0.10360216349363327, -0.21477027237415314, -0.07269089668989182, 0.04114483669400215, -0.019067034125328064, -0.052902158349752426, 0.11349272727966309, 0.05012713000178337, 0.04083448275923729, -0.05147969722747803, -0.052134498953819275, 0.0015186767559498549, 0.16018065810203552, -0.11303456127643585, 0.000933345640078187 ]

[ "peft", "safetensors", "arxiv:1910.09700", "base_model:NousResearch/Llama-2-7b-chat-hf", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\n\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact", "### Framework versions\n\n- PEFT 0.8.2" ]

[ "TAGS\n#peft #safetensors #arxiv-1910.09700 #base_model-NousResearch/Llama-2-7b-chat-hf #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\n\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact", "### Framework versions\n\n- PEFT 0.8.2" ]

[ 43, 6, 3, 54, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4, 11 ]

[ "passage: TAGS\n#peft #safetensors #arxiv-1910.09700 #base_model-NousResearch/Llama-2-7b-chat-hf #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\n\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact### Framework versions\n\n- PEFT 0.8.2" ]

[ -0.11769948899745941, 0.20666998624801636, -0.002912783296778798, 0.02549395151436329, 0.07785112410783768, 0.015407757833600044, 0.05577832832932472, 0.13303913176059723, 0.03283666446805, 0.11651013046503067, 0.06938543915748596, 0.11774429678916931, 0.1151692196726799, 0.21962304413318634, 0.003263794118538499, -0.1657102108001709, 0.01971868798136711, -0.07241468876600266, 0.01743026077747345, 0.11806745082139969, 0.14102990925312042, -0.09932662546634674, 0.07670142501592636, -0.020442117005586624, 0.0024542235769331455, -0.027936438098549843, -0.06807847321033478, -0.011055584996938705, 0.05399150028824806, 0.03122783452272415, 0.056819941848516464, -0.010763264261186123, 0.08520374447107315, -0.2704300880432129, 0.01883009262382984, 0.04265301674604416, -0.00045290516573004425, 0.08344653248786926, 0.09688374400138855, -0.04538474604487419, 0.12346991151571274, -0.021854383870959282, 0.13367369771003723, 0.09051225334405899, -0.09567297995090485, -0.2351798564195633, -0.06292394548654556, 0.07993721961975098, 0.18764273822307587, 0.08551130443811417, -0.04316225275397301, 0.12375939637422562, -0.0640316754579544, 0.022428808733820915, 0.06704075634479523, -0.10372592508792877, -0.06345343589782715, 0.06291820853948593, 0.1294797956943512, 0.0773601308465004, -0.12618185579776764, -0.037074875086545944, 0.035886481404304504, 0.04580415412783623, 0.0580124706029892, 0.006647665984928608, 0.1484030783176422, 0.028769001364707947, -0.1454513818025589, -0.049566421657800674, 0.13674598932266235, 0.010416027158498764, -0.03749023377895355, -0.21604330837726593, -0.00459075253456831, -0.09522778540849686, -0.03878160938620567, -0.04798002541065216, 0.03698987141251564, 0.010453630238771439, 0.13307736814022064, -0.049591004848480225, -0.09215915948152542, -0.014346052892506123, 0.11040274053812027, 0.0616430938243866, 0.02060583047568798, -0.01945985108613968, 0.008026303723454475, 0.12192189693450928, 0.0676833912730217, -0.13428759574890137, -0.06298412382602692, -0.06815947592258453, -0.03369535133242607, -0.024816837161779404, 0.040182024240493774, 0.017229147255420685, 0.0635613352060318, 0.27198895812034607, -0.04016723483800888, 0.06374870985746384, 0.04097883775830269, 0.022351374849677086, 0.03009030781686306, 0.10533419251441956, -0.03212955966591835, -0.16400747001171112, -0.007433966733515263, 0.10063730925321579, 0.002702203579246998, -0.03417186439037323, -0.05627066642045975, 0.03344479948282242, 0.03579871356487274, 0.11764659732580185, 0.10942773520946503, -0.028066188097000122, -0.0745202898979187, -0.05581606552004814, 0.19079482555389404, -0.15589196979999542, 0.043175265192985535, 0.031009791418910027, 0.0013891590060666203, -0.06065008044242859, 0.008123516105115414, 0.018420519307255745, -0.03341829776763916, 0.0739302784204483, -0.06741747260093689, -0.0401163212954998, -0.12049110978841782, -0.029961997643113136, 0.03624962642788887, 0.009220915846526623, -0.04452921822667122, -0.042916469275951385, -0.07037478685379028, -0.10976991057395935, 0.1085909754037857, -0.054557181894779205, -0.05871255323290825, -0.028399605304002762, -0.08273676037788391, 0.018992358818650246, 0.03493666648864746, 0.06826084107160568, -0.026227839291095734, 0.046194083988666534, -0.010782663710415363, 0.06776405870914459, 0.06998622417449951, 0.030902881175279617, -0.0827704519033432, 0.06522461771965027, -0.19576740264892578, 0.07253402471542358, -0.08013460040092468, 0.044235534965991974, -0.1595429927110672, -0.004312295466661453, -0.0022420838940888643, 0.029259683564305305, 0.041751157492399216, 0.16127003729343414, -0.21196487545967102, -0.03095497004687786, 0.1684923619031906, -0.10783151537179947, -0.13275355100631714, 0.040584247559309006, -0.03692902997136116, 0.18247874081134796, 0.02804495394229889, 0.029673883691430092, 0.08894111216068268, -0.16022709012031555, -0.02174060046672821, -0.018446754664182663, 0.010418129153549671, 0.06808888167142868, 0.08132006227970123, -0.09663040190935135, -0.001616360037587583, 0.010858171619474888, -0.061541199684143066, -0.01785045862197876, -0.04080429673194885, -0.1045517548918724, 0.004818684887140989, -0.08689999580383301, 0.010899664834141731, 0.005562866572290659, -0.09412923455238342, -0.00767026050016284, -0.15247979760169983, -0.05846627429127693, 0.08434145152568817, 0.00026128877652809024, -0.01405352633446455, -0.09419026970863342, 0.06373747438192368, -0.03559573367238045, -0.020782528445124626, -0.14397205412387848, -0.015432771295309067, 0.017898816615343094, -0.13868916034698486, 0.0012420830316841602, -0.11995251476764679, 0.06763311475515366, 0.004810863174498081, -0.05048419162631035, -0.04406342655420303, -0.002766441088169813, -0.004278186243027449, -0.06090925633907318, -0.23663276433944702, -0.02428145334124565, -0.052476897835731506, 0.1713789999485016, -0.23148222267627716, 0.04160921275615692, 0.0034466448705643415, 0.11964506655931473, 0.0047644018195569515, -0.058687981218099594, 0.022583601996302605, -0.06231268495321274, -0.024701951071619987, -0.06840142607688904, -0.0037527058739215136, 0.003462479216977954, -0.02865241840481758, 0.014165260829031467, -0.12116673588752747, -0.06389053910970688, 0.09515070170164108, 0.058769457042217255, -0.1450631022453308, 0.00842469185590744, -0.040074050426483154, -0.056336693465709686, -0.06754444539546967, -0.07108866423368454, 0.08409534394741058, 0.05292753130197525, 0.047818623483181, -0.08274413645267487, -0.06752345710992813, 0.003514396958053112, -0.02452346496284008, -0.013681194745004177, 0.12610596418380737, 0.09137961268424988, -0.09851912409067154, 0.09228390455245972, 0.07080904394388199, 0.021283060312271118, 0.08558592200279236, -0.02348261885344982, -0.10639158636331558, -0.02593001164495945, 0.05667613446712494, 0.01070303376764059, 0.1701316386461258, -0.07188218832015991, 0.055811841040849686, 0.047385260462760925, -0.05746626481413841, 0.04811330884695053, -0.09233375638723373, 0.006447041407227516, -0.0029063266701996326, -0.015782566741108894, 0.036864910274744034, -0.016450000926852226, 0.004836694337427616, 0.09010760486125946, 0.062471237033605576, 0.021535998210310936, 0.012572001665830612, -0.0362418070435524, -0.14193294942378998, 0.1797328144311905, -0.09205848723649979, -0.23891016840934753, -0.15006007254123688, 0.054771315306425095, 0.05779189616441727, -0.013948877342045307, 0.03144465386867523, -0.05449340119957924, -0.09502875059843063, -0.08760391175746918, 0.004416328854858875, 0.03345770016312599, -0.06084810197353363, -0.06309141218662262, 0.03578837960958481, 0.03894244134426117, -0.12027259171009064, 0.023747729137539864, 0.05629263445734978, -0.0018340221140533686, -0.003648567944765091, 0.045919474214315414, 0.09278853237628937, 0.20445209741592407, -0.002732523949816823, 0.0053982362151145935, 0.05899197608232498, 0.2761322557926178, -0.15901462733745575, 0.11325082182884216, 0.13837623596191406, -0.06625627726316452, 0.07702389359474182, 0.1908654421567917, 0.030556995421648026, -0.09384198486804962, 0.018727079033851624, 0.031007766723632812, -0.023953305557370186, -0.27104878425598145, -0.05058536306023598, -0.023827584460377693, -0.07544421404600143, 0.08135921508073807, 0.08835428208112717, 0.09257134795188904, 0.028403934091329575, -0.06399580091238022, -0.09893711656332016, 0.02674330212175846, 0.11227049678564072, -0.017586790025234222, 0.0025482589844614267, 0.07991060614585876, -0.04866483062505722, 0.004952625837177038, 0.08520778268575668, -0.02139362134039402, 0.12702924013137817, 0.056118953973054886, 0.1073608547449112, 0.08325479924678802, 0.08240807801485062, -0.009224953129887581, 0.03056410513818264, 0.0027502768207341433, 0.020547926425933838, 0.020710214972496033, -0.09094986319541931, 0.01736580580472946, 0.11510791629552841, 0.014805049635469913, 0.020639518275856972, 0.014339569956064224, -0.059905439615249634, 0.037447262555360794, 0.1929825097322464, 0.03151291236281395, -0.2053559273481369, -0.0801534503698349, 0.05455378443002701, -0.0739559680223465, -0.15504314005374908, -0.00788013357669115, 0.014482896775007248, -0.1574634462594986, 0.018814608454704285, -0.03978566825389862, 0.10737770050764084, -0.06571333855390549, -0.03766518458724022, 0.10156018286943436, 0.047414667904376984, -0.028234774246811867, 0.04994218423962593, -0.19223366677761078, 0.10771425813436508, 0.028445864096283913, 0.06718984991312027, -0.08868084102869034, 0.08744743466377258, -0.001796784228645265, -0.011346758343279362, 0.1650870144367218, -0.0022033178247511387, -0.06180639937520027, -0.07702392339706421, -0.07925916463136673, -0.005427278578281403, 0.07996804267168045, -0.13732460141181946, 0.07520841062068939, -0.0333210825920105, -0.031404491513967514, -0.007430676370859146, -0.086235411465168, -0.11866632848978043, -0.16253423690795898, 0.061424531042575836, -0.08553852140903473, 0.025479501113295555, -0.08024374395608902, -0.052194323390722275, 0.03343738615512848, 0.17655520141124725, -0.2028171271085739, -0.10914232581853867, -0.14351201057434082, -0.10141443461179733, 0.15255947411060333, -0.04746145382523537, 0.08725551515817642, -0.007392728701233864, 0.16233710944652557, 0.000411053973948583, -0.01836213283240795, 0.08401200920343399, -0.09487809985876083, -0.18540970981121063, -0.04660943150520325, 0.18383155763149261, 0.1311776340007782, 0.028439510613679886, -0.011346815153956413, 0.026449725031852722, -0.06680743396282196, -0.10957765579223633, 0.030112503096461296, 0.1476605385541916, 0.06770458072423935, -0.020437177270650864, -0.042344409972429276, -0.09610117226839066, -0.06520573794841766, -0.04310684651136398, -0.002870124764740467, 0.20515766739845276, -0.07029063999652863, 0.15548402070999146, 0.11205708235502243, -0.060042425990104675, -0.21054470539093018, 0.032464709132909775, 0.03981616720557213, 0.016663486137986183, 0.03228053078055382, -0.1917620599269867, 0.08767081797122955, -0.02572266198694706, -0.08159942924976349, 0.1786719262599945, -0.19226399064064026, -0.129422128200531, 0.10824183374643326, 0.02104264684021473, -0.201046884059906, -0.150085911154747, -0.10347102582454681, -0.01812194101512432, -0.12009748816490173, 0.04840534180402756, 0.008618081919848919, 0.010992096737027168, 0.011450343765318394, 0.020118551328778267, 0.041532836854457855, -0.04830056428909302, 0.20299124717712402, -0.04482565075159073, -0.005569585133343935, -0.0527876652777195, -0.07773393392562866, 0.013384186662733555, -0.054856233298778534, 0.12370224297046661, -0.015441779978573322, 0.033861491829156876, -0.16196617484092712, -0.04311643913388252, -0.06270512193441391, 0.035143591463565826, -0.09606029093265533, -0.0794484093785286, -0.04419834166765213, 0.08294829726219177, 0.09136927872896194, -0.012586906552314758, 0.01242639496922493, -0.09655292332172394, 0.09700454771518707, 0.1995052993297577, 0.19330982863903046, 0.06315502524375916, -0.053107570856809616, 0.02997264452278614, -0.038537558168172836, 0.04430471360683441, -0.21931912004947662, 0.04287564381957054, 0.06498876214027405, 0.026542434468865395, 0.06985615193843842, -0.005677002016454935, -0.1625482589006424, -0.09128525853157043, 0.08836907148361206, -0.06292731314897537, -0.17292796075344086, -0.033785052597522736, 0.041705161333084106, -0.20931172370910645, -0.04640975967049599, 0.03935948386788368, -0.0181092731654644, -0.041782595217227936, 0.02617095597088337, 0.08081985265016556, -0.021255910396575928, 0.08439317345619202, 0.09534917026758194, 0.08989959210157394, -0.09506035596132278, 0.05267556756734848, 0.07946302741765976, -0.019431734457612038, 0.029825052246451378, 0.13751423358917236, -0.0364147424697876, -0.04645836725831032, 0.0798555314540863, 0.12185007333755493, -0.002486835466697812, -0.05506465584039688, 0.004287934862077236, -0.049309078603982925, 0.061294808983802795, 0.12155837565660477, 0.021408192813396454, -0.01193462684750557, 0.07872650027275085, 0.025506949052214622, -0.09194063395261765, 0.12346944957971573, 0.04140791669487953, 0.02029072493314743, -0.03513696417212486, -0.028924908488988876, -0.013744531199336052, -0.0018778513185679913, -0.014825914986431599, 0.00004693585287895985, -0.0909915491938591, 0.0014284261269494891, -0.11594712734222412, 0.01780756004154682, -0.06718336790800095, -0.0002576978877186775, 0.028643004596233368, -0.0489656962454319, -0.003824668936431408, -0.005410241428762674, -0.07838259637355804, -0.05261590704321861, -0.021815035492181778, 0.07858611643314362, -0.13979020714759827, 0.03456014022231102, 0.07484147697687149, -0.10328766703605652, 0.06876613199710846, -0.008326759561896324, 0.013081645593047142, 0.008228299207985401, -0.1439802497625351, 0.056155234575271606, -0.029309317469596863, -0.006359034683555365, 0.0010422393679618835, -0.17944684624671936, -0.011577526107430458, -0.042701829224824905, -0.07143910974264145, 0.013309884816408157, -0.013215545564889908, -0.1226518526673317, 0.11009237170219421, 0.008095293305814266, -0.06616021692752838, -0.015245208516716957, 0.044449418783187866, 0.07164029777050018, -0.012409849092364311, 0.10877691954374313, -0.02684897929430008, 0.083103708922863, -0.1807156205177307, -0.00621566828340292, -0.016833368688821793, 0.05384806543588638, -0.018549276515841484, -0.04573789983987808, 0.05623883008956909, -0.020538190379738808, 0.16466617584228516, -0.0018338061636313796, 0.0742441937327385, 0.051905106753110886, 0.010930253192782402, 0.04378392919898033, 0.0728876143693924, 0.06468360126018524, -0.016203518956899643, -0.004701197147369385, 0.03255317360162735, -0.0020409130956977606, -0.045227568596601486, -0.14094270765781403, 0.07253962010145187, 0.17666760087013245, 0.07048549503087997, 0.02179078198969364, 0.008067925460636616, -0.1332378387451172, -0.07408107072114944, 0.10511837154626846, -0.017402758821845055, -0.031061973422765732, -0.06629138439893723, 0.22787198424339294, 0.14990010857582092, -0.18986721336841583, 0.07560385763645172, -0.05423163250088692, -0.03786854073405266, -0.14348988234996796, -0.16802245378494263, -0.05776524171233177, -0.04911024123430252, -0.0318753756582737, -0.05938649922609329, 0.050970252603292465, 0.03954758495092392, -0.004729952663183212, -0.02203095331788063, 0.10803087800741196, 0.031586550176143646, -0.04009048268198967, 0.045863546431064606, 0.060998860746622086, 0.04236721992492676, -0.09942521899938583, 0.011735196225345135, 0.001886715879663825, 0.008814944885671139, 0.062213458120822906, 0.023173239082098007, -0.06990323960781097, 0.02930132858455181, -0.01787971705198288, -0.12080670148134232, 0.0495670922100544, -0.007516996935009956, -0.021949628368020058, 0.14967697858810425, 0.03512033075094223, 0.008099704049527645, -0.010065858252346516, 0.23994873464107513, -0.07199644297361374, -0.0820726528763771, -0.13058407604694366, 0.08454304188489914, -0.0638623833656311, 0.023955434560775757, 0.015532204881310463, -0.12446270138025284, 0.012716526165604591, 0.17904044687747955, 0.11603523045778275, -0.019778354093432426, 0.013520904816687107, 0.04626742750406265, 0.009430119767785072, -0.03490632027387619, 0.011960557661950588, 0.055921632796525955, 0.20638400316238403, -0.07805577665567398, 0.06097545102238655, -0.017648804932832718, -0.0689961239695549, -0.031498104333877563, 0.10827583074569702, -0.011656714603304863, -0.01122299861162901, -0.05968675762414932, 0.14143596589565277, -0.07639602571725845, -0.21431203186511993, 0.05089925602078438, -0.08246009796857834, -0.13886047899723053, -0.04927203059196472, 0.027118146419525146, -0.02602965012192726, 0.005761643406003714, 0.06048549711704254, -0.05353428050875664, 0.18044669926166534, 0.029145246371626854, -0.042828578501939774, -0.09458549320697784, 0.056870587170124054, -0.16182497143745422, 0.2819679081439972, 0.021850652992725372, 0.0487053208053112, 0.1097458079457283, -0.021935712546110153, -0.1319884955883026, 0.015168975107371807, 0.1129152700304985, -0.0632040724158287, 0.06390555948019028, 0.1606759876012802, 0.0027896345127373934, 0.12182102352380753, 0.06664198637008667, -0.0592242032289505, 0.035914625972509384, -0.06755085289478302, -0.05441083759069443, -0.11569532752037048, 0.07832225412130356, -0.0966244786977768, 0.1526871919631958, 0.12093057483434677, -0.07346441596746445, -0.0029697499703615904, -0.020845314487814903, 0.08185786008834839, 0.018558043986558914, 0.10965380072593689, 0.008656207472085953, -0.1857033669948578, 0.046339020133018494, 0.00887568574398756, 0.09886037558317184, -0.21062983572483063, -0.04863942787051201, 0.041914358735084534, -0.017102444544434547, -0.08565417677164078, 0.11376497149467468, 0.03838564455509186, 0.01722962036728859, -0.035149652510881424, -0.04790586978197098, 0.01729344017803669, 0.15234188735485077, -0.1053488478064537, -0.014266646467149258 ]

[ "transformers", "safetensors", "llama", "text-generation", "conversational", "license:other", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "region:us", "has_space" ]

[]

[]

[ "# This model is now live (We'll always be serving the newest model on our web app)!\n Access at: URL", "# Our Discord Server\nJoin us at: URL (Updated on Dec 29th. Now permanent link to join)", "# DeepSeek Coder Licence + WhiteRabbitNeo Extended Version", "# Licence: Usage Restrictions", "# Topics Covered:", "# Terms of Use\nBy accessing and using this Artificial Intelligence (AI) model, you, the user, acknowledge and agree that you are solely responsible for your use of the model and its outcomes. You hereby agree to indemnify, defend, and hold harmless the creators, developers, and any affiliated persons or entities of this AI model from and against any and all claims, liabilities, damages, losses, costs, expenses, fees (including reasonable attorneys' fees and court costs) that may arise, directly or indirectly, from your use of the AI model.\n\nThis AI model is provided \"as is\" and \"as available\" without any warranty of any kind, express or implied, including but not limited to the warranties of merchantability, fitness for a particular purpose, and non-infringement. The creators make no warranty that the AI model will meet your requirements or be available on an uninterrupted, secure, or error-free basis.\n\nYour use of the AI model is at your own risk and discretion, and you will be solely responsible for any damage to computer systems or loss of data that results from the use of the AI model.\n\nThis disclaimer constitutes part of the agreement between you and the creators of the AI model regarding your use of the model, superseding any prior agreements between you and the creators regarding your use of this AI model.", "# WhiteRabbitNeo\n\n<br>\n\n!WhiteRabbitNeo\n\n<br>\n\nWhiteRabbitNeo is a model series that can be used for offensive and defensive cybersecurity. \n\nOur 33B model is now getting released as a public preview of its capabilities, and also to assess the societal impact of such an AI." ]

[ "TAGS\n#transformers #safetensors #llama #text-generation #conversational #license-other #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us #has_space \n", "# This model is now live (We'll always be serving the newest model on our web app)!\n Access at: URL", "# Our Discord Server\nJoin us at: URL (Updated on Dec 29th. Now permanent link to join)", "# DeepSeek Coder Licence + WhiteRabbitNeo Extended Version", "# Licence: Usage Restrictions", "# Topics Covered:", "# Terms of Use\nBy accessing and using this Artificial Intelligence (AI) model, you, the user, acknowledge and agree that you are solely responsible for your use of the model and its outcomes. You hereby agree to indemnify, defend, and hold harmless the creators, developers, and any affiliated persons or entities of this AI model from and against any and all claims, liabilities, damages, losses, costs, expenses, fees (including reasonable attorneys' fees and court costs) that may arise, directly or indirectly, from your use of the AI model.\n\nThis AI model is provided \"as is\" and \"as available\" without any warranty of any kind, express or implied, including but not limited to the warranties of merchantability, fitness for a particular purpose, and non-infringement. The creators make no warranty that the AI model will meet your requirements or be available on an uninterrupted, secure, or error-free basis.\n\nYour use of the AI model is at your own risk and discretion, and you will be solely responsible for any damage to computer systems or loss of data that results from the use of the AI model.\n\nThis disclaimer constitutes part of the agreement between you and the creators of the AI model regarding your use of the model, superseding any prior agreements between you and the creators regarding your use of this AI model.", "# WhiteRabbitNeo\n\n<br>\n\n!WhiteRabbitNeo\n\n<br>\n\nWhiteRabbitNeo is a model series that can be used for offensive and defensive cybersecurity. \n\nOur 33B model is now getting released as a public preview of its capabilities, and also to assess the societal impact of such an AI." ]

[ 60, 28, 24, 19, 9, 6, 307, 75 ]

[ "passage: TAGS\n#transformers #safetensors #llama #text-generation #conversational #license-other #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us #has_space \n# This model is now live (We'll always be serving the newest model on our web app)!\n Access at: URL# Our Discord Server\nJoin us at: URL (Updated on Dec 29th. Now permanent link to join)# DeepSeek Coder Licence + WhiteRabbitNeo Extended Version# Licence: Usage Restrictions# Topics Covered:# Terms of Use\nBy accessing and using this Artificial Intelligence (AI) model, you, the user, acknowledge and agree that you are solely responsible for your use of the model and its outcomes. You hereby agree to indemnify, defend, and hold harmless the creators, developers, and any affiliated persons or entities of this AI model from and against any and all claims, liabilities, damages, losses, costs, expenses, fees (including reasonable attorneys' fees and court costs) that may arise, directly or indirectly, from your use of the AI model.\n\nThis AI model is provided \"as is\" and \"as available\" without any warranty of any kind, express or implied, including but not limited to the warranties of merchantability, fitness for a particular purpose, and non-infringement. The creators make no warranty that the AI model will meet your requirements or be available on an uninterrupted, secure, or error-free basis.\n\nYour use of the AI model is at your own risk and discretion, and you will be solely responsible for any damage to computer systems or loss of data that results from the use of the AI model.\n\nThis disclaimer constitutes part of the agreement between you and the creators of the AI model regarding your use of the model, superseding any prior agreements between you and the creators regarding your use of this AI model." ]

[ -0.0750773474574089, 0.06063931807875633, -0.0025137828197330236, 0.0400177426636219, 0.1020544171333313, -0.053140804171562195, 0.17685014009475708, 0.02106509543955326, 0.17875835299491882, 0.029144287109375, -0.05237100273370743, -0.024492772296071053, 0.08271802961826324, -0.005079867318272591, 0.06580053269863129, -0.14300404489040375, 0.04821948707103729, -0.0812588483095169, 0.14793530106544495, 0.014475307427346706, 0.05889046564698219, -0.057708192616701126, 0.07933633029460907, 0.026656415313482285, 0.06664901971817017, -0.12973615527153015, 0.0299694687128067, -0.021182576194405556, 0.06865712255239487, 0.09235303848981857, 0.03129322826862335, -0.07000105828046799, 0.085357666015625, -0.137080579996109, 0.0020258158911019564, 0.035478394478559494, -0.02466575801372528, 0.04968912899494171, 0.032937075942754745, 0.026796536520123482, 0.08209014683961868, 0.09997913986444473, 0.019062455743551254, 0.08192406594753265, -0.13674378395080566, -0.04198192432522774, -0.0527937188744545, 0.058229897171258926, 0.10473928600549698, 0.13887913525104523, -0.0544108971953392, 0.14123421907424927, -0.014219333417713642, 0.029863711446523666, 0.02904357947409153, -0.26464641094207764, 0.04230774566531181, -0.1255452036857605, 0.0720716342329979, -0.019457044079899788, 0.011249575763940811, 0.00030403005075640976, 0.04363708943128586, 0.021827222779393196, 0.06955450773239136, 0.022038128226995468, 0.10720031708478928, -0.05942157283425331, -0.11631514132022858, 0.011961615644395351, 0.316734254360199, 0.060911767184734344, -0.11004819720983505, -0.09877622872591019, 0.002907243324443698, 0.13768336176872253, 0.026387041434645653, 0.019506946206092834, 0.022454367950558662, 0.02204812876880169, 0.14993147552013397, -0.03626871854066849, -0.081364206969738, 0.017971444875001907, -0.10275430232286453, 0.13625210523605347, 0.027575531974434853, 0.038088396191596985, -0.043411195278167725, 0.010904406197369099, -0.06398390233516693, -0.0265054889023304, -0.04485267773270607, -0.05853389948606491, -0.064512699842453, -0.022648606449365616, -0.12136925756931305, -0.0984811931848526, -0.02036779187619686, 0.11086330562829971, -0.046195708215236664, -0.09137258678674698, -0.018437819555401802, 0.0770009383559227, 0.08991426974534988, 0.04641246423125267, -0.09285814315080643, 0.03282361105084419, 0.010989267379045486, 0.08877912163734436, 0.08241146802902222, -0.06882495433092117, -0.06651481986045837, 0.13957521319389343, -0.09728262573480606, 0.013557231985032558, 0.12921549379825592, 0.044302843511104584, -0.09857381135225296, -0.05833348259329796, 0.227947399020195, -0.07749278098344803, -0.012517488561570644, 0.00005555074676522054, -0.0784449502825737, -0.09820680320262909, 0.03357589244842529, 0.04734903201460838, -0.02198052778840065, -0.005527125205844641, -0.11015432327985764, 0.003078186884522438, -0.14003518223762512, -0.11084864288568497, 0.058368097990751266, 0.06273558735847473, -0.05473427101969719, -0.1399296522140503, -0.14832031726837158, -0.00830424576997757, 0.005443311296403408, -0.03017638437449932, 0.046899307519197464, 0.054634738713502884, 0.04069284349679947, -0.07914035022258759, -0.05484484136104584, -0.21768900752067566, -0.025494886562228203, -0.0024762884713709354, -0.002599654719233513, 0.042053062468767166, -0.09098824113607407, 0.01888076402246952, -0.1766236126422882, 0.026081327348947525, -0.05594939738512039, 0.04720650613307953, -0.03713095188140869, 0.08776510506868362, 0.02639647014439106, 0.07366281747817993, -0.09706113487482071, 0.08103715628385544, -0.03913411870598793, 0.13423457741737366, -0.16489587724208832, -0.017414266243577003, 0.059368621557950974, -0.17609040439128876, -0.07988095283508301, 0.11922439932823181, 0.0026349693071097136, 0.02805035561323166, 0.11255847662687302, 0.08674269169569016, -0.020207280293107033, -0.03881154954433441, -0.18538446724414825, -0.024977507069706917, -0.06608787178993225, 0.05736586079001427, 0.035014763474464417, -0.064642533659935, 0.03648269549012184, 0.01765311136841774, 0.03165329992771149, 0.0037862362805753946, 0.006113962270319462, -0.07323425263166428, 0.015116746537387371, -0.1250048279762268, 0.05854035168886185, 0.01137505378574133, -0.02421513944864273, 0.05232303962111473, -0.033422354608774185, -0.015499407425522804, 0.05727824941277504, 0.020915541797876358, 0.004469295032322407, -0.14303769171237946, 0.11255186796188354, -0.000762974435929209, -0.012783351354300976, -0.1614585518836975, -0.13061034679412842, 0.07454761862754822, -0.2190336436033249, 0.14034900069236755, 0.04588623344898224, 0.025433814153075218, 0.08534127473831177, -0.025075774639844894, 0.03821351006627083, -0.0011560454731807113, 0.00966784916818142, -0.07166527211666107, -0.14370547235012054, -0.03655121102929115, -0.0476667694747448, 0.08606492727994919, -0.061944231390953064, 0.035358019173145294, 0.04495073854923248, 0.039310213178396225, 0.09328383952379227, -0.03969347104430199, 0.03635885566473007, 0.049453701823949814, -0.029823198914527893, 0.04343375191092491, 0.03360018506646156, -0.03004838339984417, -0.1192307397723198, 0.12665921449661255, -0.21035735309123993, -0.01846139505505562, 0.0805019810795784, -0.02477254718542099, -0.06063590198755264, 0.020421551540493965, 0.03367436304688454, -0.014828942716121674, -0.05065599083900452, -0.08193204551935196, 0.07125475257635117, 0.0181850828230381, 0.05292956903576851, -0.03244653716683388, 0.011571051552891731, -0.0036814953200519085, -0.10417225956916809, -0.0017762375064194202, 0.0016592268366366625, 0.03644121438264847, -0.12653155624866486, 0.08399977535009384, 0.07618901878595352, -0.011048653163015842, 0.07464798539876938, 0.08651033043861389, -0.07597918808460236, -0.05849228799343109, -0.017709536477923393, 0.04368961602449417, 0.16332387924194336, -0.057962771505117416, -0.006529598496854305, 0.028824126347899437, 0.019973700866103172, -0.02912438102066517, -0.036260735243558884, -0.002782050520181656, 0.018213920295238495, 0.017048830166459084, -0.05612129718065262, -0.04981103166937828, -0.0759156122803688, 0.08550769090652466, 0.008165600709617138, -0.0034875855781137943, 0.04763646051287651, -0.03401981294155121, -0.11009710282087326, 0.09057021141052246, -0.04163765907287598, -0.30314457416534424, -0.09159817546606064, 0.007306370884180069, -0.0673631951212883, 0.052036236971616745, 0.029915785416960716, -0.04464944824576378, -0.0529964305460453, -0.11378597468137741, -0.09723757952451706, 0.1245412826538086, -0.12857979536056519, -0.03606728836894035, 0.05710270255804062, 0.05774933472275734, -0.05084269493818283, -0.01129680685698986, -0.02216826193034649, -0.053586799651384354, -0.00024336119531653821, 0.06953559070825577, 0.13634519279003143, 0.1187402680516243, 0.06164959818124771, -0.07538355141878128, 0.012198276817798615, 0.0950624942779541, -0.0658942237496376, 0.04343060031533241, 0.1905413419008255, -0.03025193139910698, 0.03725085407495499, 0.11834175139665604, 0.0631478875875473, -0.030867937952280045, 0.031401004642248154, 0.05482958257198334, -0.00765671581029892, -0.11307943612337112, -0.14771175384521484, -0.03300505876541138, 0.031536657363176346, -0.00030510808574035764, -0.01319977082312107, 0.12476570904254913, 0.028447896242141724, -0.07597716897726059, 0.03971263766288757, 0.012921527028083801, 0.0691598430275917, 0.05343720689415932, -0.06468933075666428, 0.14546561241149902, -0.04407888278365135, 0.023626847192645073, 0.11877429485321045, -0.01881873793900013, 0.28257498145103455, 0.0722053274512291, 0.045965541154146194, 0.049899082630872726, 0.0636846125125885, -0.009154947474598885, -0.0056544337421655655, -0.008082682266831398, -0.0007545218686573207, -0.042503632605075836, -0.088524229824543, -0.03764665126800537, 0.16597288846969604, -0.0002886669826693833, -0.057221945375204086, -0.043160513043403625, -0.03515874594449997, 0.06257204711437225, 0.08912200480699539, 0.058083824813365936, -0.12028037756681442, -0.07900112867355347, 0.060120634734630585, -0.04322624206542969, -0.00933875236660242, 0.018075592815876007, 0.07339168339967728, -0.05133100971579552, 0.013656044378876686, -0.0035706281196326017, 0.04695172980427742, -0.12633995711803436, 0.06014131382107735, 0.02091214805841446, -0.008059698157012463, -0.0014520165277644992, 0.054623767733573914, -0.20733384788036346, 0.15710905194282532, 0.029237765818834305, 0.03292832151055336, -0.061796754598617554, 0.004545880481600761, 0.03978019580245018, 0.08883301913738251, 0.10276665538549423, 0.04570363089442253, -0.08450857549905777, -0.10111193358898163, -0.0375482402741909, 0.007051594089716673, 0.017883632332086563, -0.01699943281710148, 0.03760751336812973, 0.025023454800248146, 0.030377957969903946, -0.04100753366947174, 0.08781858533620834, -0.16181160509586334, -0.10391096770763397, 0.0989142656326294, 0.0413060337305069, 0.0343363992869854, -0.06314174085855484, 0.010591321624815464, -0.044568683952093124, -0.005283568985760212, -0.1789245903491974, -0.003233846742659807, -0.024042775854468346, -0.15871064364910126, 0.004606196656823158, -0.03976834937930107, 0.0046229311265051365, -0.004336967598646879, 0.08149033784866333, -0.03030840866267681, -0.01756497472524643, 0.02158789150416851, -0.11831985414028168, -0.12486747652292252, -0.07194826006889343, -0.05916678532958031, 0.1353815644979477, 0.05484023690223694, -0.0007572788745164871, 0.03712933510541916, -0.013653763569891453, -0.06978654861450195, 0.01028528157621622, 0.19665034115314484, 0.020978573709726334, 0.10980224609375, -0.18483412265777588, -0.14670328795909882, -0.1142071783542633, -0.040688320994377136, -0.0388992615044117, 0.15460385382175446, -0.04877017065882683, 0.12241291254758835, 0.28033435344696045, -0.08407222479581833, -0.20542779564857483, -0.033160947263240814, -0.10057084262371063, -0.029731489717960358, 0.1686679869890213, -0.15966551005840302, 0.012805849313735962, 0.049076586961746216, -0.07547342032194138, 0.05054435878992081, -0.06281153857707977, -0.0791059359908104, 0.04164885729551315, -0.017266035079956055, 0.04628153517842293, -0.07164537906646729, -0.037789177149534225, -0.08181314170360565, -0.059697557240724564, 0.060726139694452286, -0.10154446959495544, 0.05151745676994324, -0.00005853606489836238, -0.00977189838886261, 0.012271366082131863, -0.02358391508460045, 0.06742876768112183, 0.005715358071029186, 0.0521717332303524, -0.0967273861169815, -0.0014029337326064706, 0.122165247797966, -0.04440154880285263, 0.1499393731355667, -0.09076151251792908, -0.04555504769086838, -0.07110298424959183, -0.05478397011756897, -0.038458868861198425, 0.05772837996482849, 0.005916974041610956, -0.06741593033075333, -0.009611926041543484, 0.10834451764822006, 0.00908483937382698, 0.07609524577856064, -0.09186001121997833, -0.12817449867725372, 0.041534438729286194, 0.17171604931354523, 0.21297453343868256, -0.06572994589805603, -0.04679863527417183, -0.04376181960105896, -0.056358758360147476, 0.11412695795297623, -0.07797278463840485, 0.02707204967737198, 0.022103887051343918, -0.04531010612845421, 0.1254252791404724, 0.011651214212179184, -0.1416875123977661, 0.08902585506439209, 0.06417692452669144, -0.02460293099284172, -0.1913660168647766, -0.00020747946109622717, 0.17175567150115967, -0.10036973655223846, 0.08100063353776932, 0.1186802089214325, -0.06910703331232071, 0.02988581918179989, -0.04776235669851303, 0.08396923542022705, -0.03030180186033249, -0.01928660459816456, 0.007387255318462849, 0.03210914134979248, -0.026088137179613113, 0.15654493868350983, 0.07805857062339783, -0.03300386667251587, 0.08691806346178055, -0.02720320224761963, -0.03641405329108238, -0.15252989530563354, -0.2598576843738556, 0.013202118687331676, -0.07912715524435043, -0.13754773139953613, -0.038548074662685394, -0.058708008378744125, -0.04392169415950775, 0.1085619404911995, -0.009489929303526878, 0.06738506257534027, 0.03164496272802353, -0.012593677267432213, -0.02461743913590908, 0.06509719043970108, -0.02667471021413803, -0.012180701829493046, -0.029806289821863174, -0.016658658161759377, 0.049112383276224136, -0.049261897802352905, -0.017328565940260887, -0.010570553131401539, -0.05603189766407013, -0.02302214689552784, -0.15247765183448792, -0.11850512027740479, -0.06502481549978256, -0.039967283606529236, 0.0052948277443647385, 0.021209245547652245, 0.04133082926273346, 0.010128442198038101, -0.004490643739700317, -0.011718270368874073, 0.03661923483014107, 0.05064581707119942, -0.1696837842464447, -0.010061812587082386, 0.04358668997883797, 0.005563988350331783, 0.09783142805099487, -0.06504404544830322, -0.07534931600093842, -0.051384590566158295, -0.05370618775486946, 0.13548165559768677, -0.09728337824344635, 0.036093566566705704, 0.012933929450809956, -0.07866065949201584, -0.00844330620020628, 0.028070103377103806, -0.027690136805176735, 0.04239310696721077, 0.14401094615459442, -0.056753769516944885, 0.0864463597536087, 0.12806013226509094, -0.0559789203107357, -0.09767035394906998, 0.009984067641198635, 0.008641170337796211, -0.02723410539329052, 0.09894829243421555, -0.005660573486238718, 0.01549492683261633, -0.10831232368946075, 0.040291495621204376, 0.03924189880490303, 0.020604507997632027, -0.07712007313966751, -0.035317275673151016, 0.009197583422064781, -0.043132953345775604, 0.1976337730884552, 0.03694706782698631, -0.0368463434278965, 0.04312627390027046, 0.025136301293969154, 0.018136095255613327, 0.0007771725649945438, -0.12867429852485657, -0.026279134675860405, -0.028288977220654488, -0.14165417850017548, 0.0373142808675766, -0.09374473989009857, -0.10928862541913986, 0.0581202507019043, 0.02343456633388996, 0.039534661918878555, -0.008551212958991528, 0.12430202215909958, -0.07318088412284851, -0.15339770913124084, -0.046011511236429214, -0.04388626664876938, 0.061834294348955154, -0.0424569770693779, 0.023980431258678436, 0.15166057646274567, -0.03123176284134388, 0.12568360567092896, -0.06508246809244156, -0.02112378552556038, -0.07859878987073898, -0.27544504404067993, 0.0075011951848864555, -0.028202353045344353, -0.01208062656223774, -0.0524001345038414, 0.006161281373351812, 0.09968074411153793, -0.07174978405237198, -0.05315881967544556, 0.08128780871629715, -0.1520891785621643, 0.07063542306423187, -0.030504263937473297, -0.03867555409669876, 0.006271319463849068, 0.05575035512447357, 0.024884454905986786, 0.0262590404599905, 0.006061706691980362, 0.0033035215456038713, 0.08139891177415848, -0.005433563143014908, 0.05251970887184143, 0.06422244757413864, -0.07593748718500137, -0.009117437526583672, -0.04779556393623352, -0.007910056039690971, 0.22861304879188538, 0.05208252742886543, -0.013776227831840515, 0.006378822959959507, 0.16032738983631134, -0.08101888000965118, 0.0188276469707489, -0.1516362726688385, 0.34072718024253845, -0.04935360327363014, -0.024637093767523766, -0.06200041621923447, -0.0676492378115654, 0.12200199067592621, 0.18592721223831177, 0.11064109206199646, -0.1050562784075737, -0.015197597444057465, -0.03892632946372032, -0.006416911259293556, -0.06655994057655334, 0.046984098851680756, -0.03211429342627525, 0.31641873717308044, -0.05637523904442787, 0.12845149636268616, 0.03711230307817459, 0.009280690923333168, -0.06524834036827087, 0.037537701427936554, -0.03820512071251869, 0.04852714017033577, -0.09495408087968826, 0.03152546286582947, -0.061146993190050125, -0.050901077687740326, 0.027840929105877876, -0.00505560589954257, 0.035635609179735184, 0.019614534452557564, 0.10007505118846893, 0.01615913212299347, 0.11293258517980576, -0.016549479216337204, -0.037599071860313416, 0.13284528255462646, -0.03092813305556774, -0.04858294129371643, 0.003905112622305751, 0.03995443508028984, 0.007257617078721523, 0.18206104636192322, 0.03259581699967384, 0.0871400386095047, 0.04987504705786705, 0.06355120986700058, -0.07261748611927032, 0.0813891738653183, -0.0645323097705841, -0.06918773800134659, -0.003577602095901966, 0.054335203021764755, 0.04894278943538666, 0.1914265900850296, 0.08062901347875595, -0.011786540038883686, 0.08043178915977478, -0.0030494665261358023, -0.01613430865108967, -0.05107731744647026, 0.10531000047922134, -0.053724002093076706, 0.18402019143104553, 0.10512888431549072, -0.03378824517130852, -0.10235170274972916, -0.0276987012475729, -0.005939297843724489, 0.019879890605807304, -0.03783557564020157, -0.05559089779853821, -0.04433964565396309, 0.06067031994462013, 0.0828322097659111, 0.0405949242413044, -0.20802819728851318, -0.06439528614282608, 0.08684242516756058, -0.037950608879327774, 0.04354973882436752, -0.0449417419731617, 0.20888079702854156, 0.03203035518527031, -0.07976766675710678, -0.034839704632759094, 0.07697384804487228, 0.03579757362604141, -0.07028838992118835, -0.09271739423274994 ]

[ "diffusers", "safetensors", "stable-diffusion", "arxiv:2112.10752", "arxiv:2202.00512", "arxiv:1910.09700", "license:openrail++", "endpoints_compatible", "diffusers:StableDiffusionInpaintPipeline", "region:us" ]

[ "2112.10752", "2202.00512", "1910.09700" ]

[]

[ "### Misuse, Malicious Use, and Out-of-Scope Use\n\n\n*Note: This section is originally taken from the DALLE-MINI model card, was used for Stable Diffusion v1, but applies in the same way to Stable Diffusion v2*.\n\n\nThe model should not be used to intentionally create or disseminate images that create hostile or alienating environments for people. This includes generating images that people would foreseeably find disturbing, distressing, or offensive; or content that propagates historical or current stereotypes.", "#### Out-of-Scope Use\n\n\nThe model was not trained to be factual or true representations of people or events, and therefore using the model to generate such content is out-of-scope for the abilities of this model.", "#### Misuse and Malicious Use\n\n\nUsing the model to generate content that is cruel to individuals is a misuse of this model. This includes, but is not limited to:\n\n\n* Generating demeaning, dehumanizing, or otherwise harmful representations of people or their environments, cultures, religions, etc.\n* Intentionally promoting or propagating discriminatory content or harmful stereotypes.\n* Impersonating individuals without their consent.\n* Sexual content without consent of the people who might see it.\n* Mis- and disinformation\n* Representations of egregious violence and gore\n* Sharing of copyrighted or licensed material in violation of its terms of use.\n* Sharing content that is an alteration of copyrighted or licensed material in violation of its terms of use.\n\n\nLimitations and Bias\n--------------------", "### Limitations\n\n\n* The model does not achieve perfect photorealism\n* The model cannot render legible text\n* The model does not perform well on more difficult tasks which involve compositionality, such as rendering an image corresponding to “A red cube on top of a blue sphere”\n* Faces and people in general may not be generated properly.\n* The model was trained mainly with English captions and will not work as well in other languages.\n* The autoencoding part of the model is lossy\n* The model was trained on a subset of the large-scale dataset\nLAION-5B, which contains adult, violent and sexual content. To partially mitigate this, we have filtered the dataset using LAION's NFSW detector (see Training section).", "### Bias\n\n\nWhile the capabilities of image generation models are impressive, they can also reinforce or exacerbate social biases.\nStable Diffusion vw was primarily trained on subsets of LAION-2B(en),\nwhich consists of images that are limited to English descriptions.\nTexts and images from communities and cultures that use other languages are likely to be insufficiently accounted for.\nThis affects the overall output of the model, as white and western cultures are often set as the default. Further, the\nability of the model to generate content with non-English prompts is significantly worse than with English-language prompts.\nStable Diffusion v2 mirrors and exacerbates biases to such a degree that viewer discretion must be advised irrespective of the input or its intent.\n\n\nTraining\n--------\n\n\nTraining Data\nThe model developers used the following dataset for training the model:\n\n\n* LAION-5B and subsets (details below). The training data is further filtered using LAION's NSFW detector, with a \"p\\_unsafe\" score of 0.1 (conservative). For more details, please refer to LAION-5B's NeurIPS 2022 paper and reviewer discussions on the topic.\n\n\nTraining Procedure\nStable Diffusion v2 is a latent diffusion model which combines an autoencoder with a diffusion model that is trained in the latent space of the autoencoder. During training,\n\n\n* Images are encoded through an encoder, which turns images into latent representations. The autoencoder uses a relative downsampling factor of 8 and maps images of shape H x W x 3 to latents of shape H/f x W/f x 4\n* Text prompts are encoded through the OpenCLIP-ViT/H text-encoder.\n* The output of the text encoder is fed into the UNet backbone of the latent diffusion model via cross-attention.\n* The loss is a reconstruction objective between the noise that was added to the latent and the prediction made by the UNet. We also use the so-called *v-objective*, see URL\n\n\nWe currently provide the following checkpoints:\n\n\n* 'URL': 550k steps at resolution '256x256' on a subset of LAION-5B filtered for explicit pornographic material, using the LAION-NSFW classifier with 'punsafe=0.1' and an aesthetic score >= '4.5'.\n850k steps at resolution '512x512' on the same dataset with resolution '>= 512x512'.\n* 'URL': Resumed from 'URL' and trained for 150k steps using a v-objective on the same dataset. Resumed for another 140k steps on a '768x768' subset of our dataset.\n* 'URL': Resumed from 'URL' and finetuned for 200k steps. Added an extra input channel to process the (relative) depth prediction produced by MiDaS ('dpt\\_hybrid') which is used as an additional conditioning.\nThe additional input channels of the U-Net which process this extra information were zero-initialized.\n* 'URL': Resumed from 'URL' and trained for another 200k steps. Follows the mask-generation strategy presented in LAMA which, in combination with the latent VAE representations of the masked image, are used as an additional conditioning.\nThe additional input channels of the U-Net which process this extra information were zero-initialized. The same strategy was used to train the 1.5-inpainting checkpoint.\n* 'URL': Trained for 1.25M steps on a 10M subset of LAION containing images '>2048x2048'. The model was trained on crops of size '512x512' and is a text-guided latent upscaling diffusion model.\nIn addition to the textual input, it receives a 'noise\\_level' as an input parameter, which can be used to add noise to the low-resolution input according to a predefined diffusion schedule.\n* Hardware: 32 x 8 x A100 GPUs\n* Optimizer: AdamW\n* Gradient Accumulations: 1\n* Batch: 32 x 8 x 2 x 4 = 2048\n* Learning rate: warmup to 0.0001 for 10,000 steps and then kept constant\n\n\nEvaluation Results\n------------------\n\n\nEvaluations with different classifier-free guidance scales (1.5, 2.0, 3.0, 4.0,\n5.0, 6.0, 7.0, 8.0) and 50 steps DDIM sampling steps show the relative improvements of the checkpoints:\n\n\n!pareto\n\n\nEvaluated using 50 DDIM steps and 10000 random prompts from the COCO2017 validation set, evaluated at 512x512 resolution. Not optimized for FID scores.\n\n\nEnvironmental Impact\n--------------------\n\n\nStable Diffusion v1 Estimated Emissions\nBased on that information, we estimate the following CO2 emissions using the Machine Learning Impact calculator presented in Lacoste et al. (2019). The hardware, runtime, cloud provider, and compute region were utilized to estimate the carbon impact.\n\n\n* Hardware Type: A100 PCIe 40GB\n* Hours used: 200000\n* Cloud Provider: AWS\n* Compute Region: US-east\n* Carbon Emitted (Power consumption x Time x Carbon produced based on location of power grid): 15000 kg CO2 eq.\n\n\n@InProceedings{Rombach\\_2022\\_CVPR,\nauthor = {Rombach, Robin and Blattmann, Andreas and Lorenz, Dominik and Esser, Patrick and Ommer, Bj\"orn},\ntitle = {High-Resolution Image Synthesis With Latent Diffusion Models},\nbooktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},\nmonth = {June},\nyear = {2022},\npages = {10684-10695}\n}\n\n\n*This model card was written by: Robin Rombach, Patrick Esser and David Ha and is based on the Stable Diffusion v1 and DALL-E Mini model card.*" ]

[ "TAGS\n#diffusers #safetensors #stable-diffusion #arxiv-2112.10752 #arxiv-2202.00512 #arxiv-1910.09700 #license-openrail++ #endpoints_compatible #diffusers-StableDiffusionInpaintPipeline #region-us \n", "### Misuse, Malicious Use, and Out-of-Scope Use\n\n\n*Note: This section is originally taken from the DALLE-MINI model card, was used for Stable Diffusion v1, but applies in the same way to Stable Diffusion v2*.\n\n\nThe model should not be used to intentionally create or disseminate images that create hostile or alienating environments for people. This includes generating images that people would foreseeably find disturbing, distressing, or offensive; or content that propagates historical or current stereotypes.", "#### Out-of-Scope Use\n\n\nThe model was not trained to be factual or true representations of people or events, and therefore using the model to generate such content is out-of-scope for the abilities of this model.", "#### Misuse and Malicious Use\n\n\nUsing the model to generate content that is cruel to individuals is a misuse of this model. This includes, but is not limited to:\n\n\n* Generating demeaning, dehumanizing, or otherwise harmful representations of people or their environments, cultures, religions, etc.\n* Intentionally promoting or propagating discriminatory content or harmful stereotypes.\n* Impersonating individuals without their consent.\n* Sexual content without consent of the people who might see it.\n* Mis- and disinformation\n* Representations of egregious violence and gore\n* Sharing of copyrighted or licensed material in violation of its terms of use.\n* Sharing content that is an alteration of copyrighted or licensed material in violation of its terms of use.\n\n\nLimitations and Bias\n--------------------", "### Limitations\n\n\n* The model does not achieve perfect photorealism\n* The model cannot render legible text\n* The model does not perform well on more difficult tasks which involve compositionality, such as rendering an image corresponding to “A red cube on top of a blue sphere”\n* Faces and people in general may not be generated properly.\n* The model was trained mainly with English captions and will not work as well in other languages.\n* The autoencoding part of the model is lossy\n* The model was trained on a subset of the large-scale dataset\nLAION-5B, which contains adult, violent and sexual content. To partially mitigate this, we have filtered the dataset using LAION's NFSW detector (see Training section).", "### Bias\n\n\nWhile the capabilities of image generation models are impressive, they can also reinforce or exacerbate social biases.\nStable Diffusion vw was primarily trained on subsets of LAION-2B(en),\nwhich consists of images that are limited to English descriptions.\nTexts and images from communities and cultures that use other languages are likely to be insufficiently accounted for.\nThis affects the overall output of the model, as white and western cultures are often set as the default. Further, the\nability of the model to generate content with non-English prompts is significantly worse than with English-language prompts.\nStable Diffusion v2 mirrors and exacerbates biases to such a degree that viewer discretion must be advised irrespective of the input or its intent.\n\n\nTraining\n--------\n\n\nTraining Data\nThe model developers used the following dataset for training the model:\n\n\n* LAION-5B and subsets (details below). The training data is further filtered using LAION's NSFW detector, with a \"p\\_unsafe\" score of 0.1 (conservative). For more details, please refer to LAION-5B's NeurIPS 2022 paper and reviewer discussions on the topic.\n\n\nTraining Procedure\nStable Diffusion v2 is a latent diffusion model which combines an autoencoder with a diffusion model that is trained in the latent space of the autoencoder. During training,\n\n\n* Images are encoded through an encoder, which turns images into latent representations. The autoencoder uses a relative downsampling factor of 8 and maps images of shape H x W x 3 to latents of shape H/f x W/f x 4\n* Text prompts are encoded through the OpenCLIP-ViT/H text-encoder.\n* The output of the text encoder is fed into the UNet backbone of the latent diffusion model via cross-attention.\n* The loss is a reconstruction objective between the noise that was added to the latent and the prediction made by the UNet. We also use the so-called *v-objective*, see URL\n\n\nWe currently provide the following checkpoints:\n\n\n* 'URL': 550k steps at resolution '256x256' on a subset of LAION-5B filtered for explicit pornographic material, using the LAION-NSFW classifier with 'punsafe=0.1' and an aesthetic score >= '4.5'.\n850k steps at resolution '512x512' on the same dataset with resolution '>= 512x512'.\n* 'URL': Resumed from 'URL' and trained for 150k steps using a v-objective on the same dataset. Resumed for another 140k steps on a '768x768' subset of our dataset.\n* 'URL': Resumed from 'URL' and finetuned for 200k steps. Added an extra input channel to process the (relative) depth prediction produced by MiDaS ('dpt\\_hybrid') which is used as an additional conditioning.\nThe additional input channels of the U-Net which process this extra information were zero-initialized.\n* 'URL': Resumed from 'URL' and trained for another 200k steps. Follows the mask-generation strategy presented in LAMA which, in combination with the latent VAE representations of the masked image, are used as an additional conditioning.\nThe additional input channels of the U-Net which process this extra information were zero-initialized. The same strategy was used to train the 1.5-inpainting checkpoint.\n* 'URL': Trained for 1.25M steps on a 10M subset of LAION containing images '>2048x2048'. The model was trained on crops of size '512x512' and is a text-guided latent upscaling diffusion model.\nIn addition to the textual input, it receives a 'noise\\_level' as an input parameter, which can be used to add noise to the low-resolution input according to a predefined diffusion schedule.\n* Hardware: 32 x 8 x A100 GPUs\n* Optimizer: AdamW\n* Gradient Accumulations: 1\n* Batch: 32 x 8 x 2 x 4 = 2048\n* Learning rate: warmup to 0.0001 for 10,000 steps and then kept constant\n\n\nEvaluation Results\n------------------\n\n\nEvaluations with different classifier-free guidance scales (1.5, 2.0, 3.0, 4.0,\n5.0, 6.0, 7.0, 8.0) and 50 steps DDIM sampling steps show the relative improvements of the checkpoints:\n\n\n!pareto\n\n\nEvaluated using 50 DDIM steps and 10000 random prompts from the COCO2017 validation set, evaluated at 512x512 resolution. Not optimized for FID scores.\n\n\nEnvironmental Impact\n--------------------\n\n\nStable Diffusion v1 Estimated Emissions\nBased on that information, we estimate the following CO2 emissions using the Machine Learning Impact calculator presented in Lacoste et al. (2019). The hardware, runtime, cloud provider, and compute region were utilized to estimate the carbon impact.\n\n\n* Hardware Type: A100 PCIe 40GB\n* Hours used: 200000\n* Cloud Provider: AWS\n* Compute Region: US-east\n* Carbon Emitted (Power consumption x Time x Carbon produced based on location of power grid): 15000 kg CO2 eq.\n\n\n@InProceedings{Rombach\\_2022\\_CVPR,\nauthor = {Rombach, Robin and Blattmann, Andreas and Lorenz, Dominik and Esser, Patrick and Ommer, Bj\"orn},\ntitle = {High-Resolution Image Synthesis With Latent Diffusion Models},\nbooktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},\nmonth = {June},\nyear = {2022},\npages = {10684-10695}\n}\n\n\n*This model card was written by: Robin Rombach, Patrick Esser and David Ha and is based on the Stable Diffusion v1 and DALL-E Mini model card.*" ]

[ 79, 125, 51, 176, 173, 1390 ]

[ "passage: TAGS\n#diffusers #safetensors #stable-diffusion #arxiv-2112.10752 #arxiv-2202.00512 #arxiv-1910.09700 #license-openrail++ #endpoints_compatible #diffusers-StableDiffusionInpaintPipeline #region-us \n### Misuse, Malicious Use, and Out-of-Scope Use\n\n\n*Note: This section is originally taken from the DALLE-MINI model card, was used for Stable Diffusion v1, but applies in the same way to Stable Diffusion v2*.\n\n\nThe model should not be used to intentionally create or disseminate images that create hostile or alienating environments for people. This includes generating images that people would foreseeably find disturbing, distressing, or offensive; or content that propagates historical or current stereotypes.#### Out-of-Scope Use\n\n\nThe model was not trained to be factual or true representations of people or events, and therefore using the model to generate such content is out-of-scope for the abilities of this model.#### Misuse and Malicious Use\n\n\nUsing the model to generate content that is cruel to individuals is a misuse of this model. This includes, but is not limited to:\n\n\n* Generating demeaning, dehumanizing, or otherwise harmful representations of people or their environments, cultures, religions, etc.\n* Intentionally promoting or propagating discriminatory content or harmful stereotypes.\n* Impersonating individuals without their consent.\n* Sexual content without consent of the people who might see it.\n* Mis- and disinformation\n* Representations of egregious violence and gore\n* Sharing of copyrighted or licensed material in violation of its terms of use.\n* Sharing content that is an alteration of copyrighted or licensed material in violation of its terms of use.\n\n\nLimitations and Bias\n--------------------", "passage: ### Limitations\n\n\n* The model does not achieve perfect photorealism\n* The model cannot render legible text\n* The model does not perform well on more difficult tasks which involve compositionality, such as rendering an image corresponding to “A red cube on top of a blue sphere”\n* Faces and people in general may not be generated properly.\n* The model was trained mainly with English captions and will not work as well in other languages.\n* The autoencoding part of the model is lossy\n* The model was trained on a subset of the large-scale dataset\nLAION-5B, which contains adult, violent and sexual content. To partially mitigate this, we have filtered the dataset using LAION's NFSW detector (see Training section)." ]

[ -0.024376818910241127, 0.021160077303647995, -0.001410690718330443, 0.0864700898528099, 0.04284539818763733, -0.017618784680962563, 0.1257140189409256, 0.01999897137284279, -0.004590487107634544, 0.04054619371891022, 0.10333134233951569, -0.02245470881462097, 0.013732165098190308, -0.0028178468346595764, 0.007124453783035278, -0.24717946350574493, 0.03850423917174339, 0.002458656206727028, 0.08244805037975311, 0.051804568618535995, 0.03954893350601196, -0.0360911563038826, 0.09123252332210541, -0.002317153150215745, -0.08783093094825745, -0.0726061537861824, 0.03970206528902054, 0.05528447404503822, 0.054977692663669586, 0.13796116411685944, 0.04843887686729431, 0.031227558851242065, 0.03026716224849224, -0.128623828291893, 0.02318570762872696, 0.018858056515455246, -0.05023323744535446, 0.037938520312309265, -0.0020946748554706573, 0.10025046020746231, 0.3192816972732544, -0.09691797196865082, 0.019405601546168327, 0.02065933868288994, -0.0965641513466835, -0.012081451714038849, 0.00919747818261385, 0.031034093350172043, 0.0749824196100235, 0.06892774254083633, -0.03305276855826378, 0.14645853638648987, -0.03479523956775665, 0.0843280628323555, 0.021376244723796844, -0.10007911920547485, -0.05794598534703255, 0.1125287339091301, 0.027379609644412994, 0.012289165519177914, -0.06240765005350113, 0.07839679718017578, 0.029634863138198853, 0.0490526407957077, 0.016526352614164352, -0.08009063452482224, 0.010052867233753204, -0.10531739890575409, -0.08628199994564056, 0.0004887619288638234, 0.1458534300327301, 0.06325893104076385, -0.07996717095375061, -0.12995822727680206, -0.05383991450071335, 0.1356235146522522, -0.0018617641180753708, -0.036768555641174316, -0.04329292103648186, -0.025286810472607613, -0.06926645338535309, -0.12458422034978867, -0.03646655008196831, -0.014204731211066246, -0.0342697836458683, 0.06626491993665695, 0.005655188113451004, 0.0523243248462677, -0.11647886037826538, 0.03254967927932739, -0.15072935819625854, -0.058545324951410294, 0.0034398995339870453, -0.1358611285686493, -0.010265158489346504, 0.037430111318826675, -0.08997465670108795, -0.02748417854309082, -0.01724228635430336, -0.04005219042301178, -0.04635216295719147, 0.01955784298479557, 0.036117881536483765, 0.05543023347854614, 0.0984678864479065, -0.01643533632159233, -0.05012955516576767, 0.011752411723136902, 0.039675913751125336, 0.06252261996269226, 0.07534095644950867, -0.055792782455682755, -0.04076949506998062, -0.0284102912992239, -0.038302354514598846, 0.0014985203742980957, 0.014992854557931423, 0.04844672977924347, -0.024413244798779488, -0.03375202417373657, -0.013311379589140415, 0.029125535860657692, -0.05635196715593338, -0.01647017151117325, -0.06493421643972397, 0.012578311376273632, 0.09668965637683868, -0.02587909996509552, -0.023015817627310753, -0.01002802886068821, -0.052144892513751984, -0.010221674107015133, -0.07680047303438187, -0.08197715133428574, -0.007041875272989273, -0.05993514880537987, 0.03523385524749756, -0.12650616466999054, -0.15793225169181824, -0.03362910449504852, 0.0436258465051651, -0.05106682330369949, 0.03172162175178528, -0.03710811212658882, -0.039547309279441833, -0.0071579460054636, 0.03198395296931267, -0.1130368635058403, -0.001707012765109539, 0.05073672533035278, -0.07232962548732758, 0.08739646524190903, -0.11936267465353012, -0.021686386317014694, -0.08558563143014908, 0.030947327613830566, -0.07406678050756454, 0.08676034212112427, 0.00029448606073856354, -0.04668596759438515, -0.026770804077386856, -0.08343364298343658, -0.07442381978034973, 0.060343388468027115, 0.027601853013038635, 0.16882485151290894, -0.24093082547187805, 0.011847324669361115, 0.045118916779756546, -0.12534984946250916, 0.02514379285275936, 0.15712842345237732, -0.08385801315307617, 0.09343479573726654, 0.09031976759433746, 0.10102596879005432, 0.027495205402374268, -0.02059098333120346, -0.04097475856542587, 0.03700169548392296, -0.0657557025551796, 0.17692473530769348, -0.015243303030729294, 0.027426645159721375, -0.08800727128982544, -0.021576661616563797, -0.03006720170378685, 0.01412949152290821, -0.04121656343340874, -0.06331311166286469, 0.009624720551073551, -0.008702259510755539, 0.12665463984012604, 0.04269760474562645, 0.008518677204847336, 0.03203999251127243, -0.06973017007112503, -0.0037332922220230103, 0.11495566368103027, -0.025339879095554352, 0.003725925460457802, -0.05696216970682144, 0.03118680790066719, 0.0008528763428330421, 0.003717931918799877, -0.13784079253673553, -0.05527877062559128, -0.027585569769144058, -0.0001184418797492981, 0.08624539524316788, 0.13396817445755005, 0.035210803151130676, 0.08376999944448471, -0.06142833083868027, 0.019290000200271606, -0.04464755207300186, 0.0005240191239863634, -0.06760528683662415, -0.13139645755290985, 0.006006468087434769, -0.044864460825920105, 0.08477368950843811, -0.2187769114971161, -0.030932247638702393, -0.03696925938129425, -0.029026543721556664, 0.0018756994977593422, -0.0148006621748209, 0.03966923803091049, 0.01348152570426464, -0.050540193915367126, -0.040978021919727325, 0.061285171657800674, 0.002444416983053088, -0.10417062044143677, 0.027657296508550644, -0.1751360297203064, -0.030126923695206642, 0.06843413412570953, -0.10304948687553406, -0.10968723893165588, -0.0009122341871261597, 0.02401910349726677, 0.026890698820352554, -0.03144044429063797, -0.00233367457985878, 0.09220386296510696, -0.057716187089681625, 0.052102163434028625, -0.09364396333694458, 0.02722564898431301, 0.05640045553445816, -0.0748746246099472, -0.07491797208786011, 0.09390830248594284, 0.06303483992815018, -0.2547994554042816, 0.0024332553148269653, 0.04940165579319, -0.09243619441986084, 0.17193028330802917, 0.07569348812103271, -0.0025132964365184307, -0.06383948773145676, 0.028474111109972, -0.010944905690848827, 0.18434560298919678, 0.030339648947119713, 0.025961680337786674, 0.009008760564029217, -0.01869002729654312, -0.01280991267412901, -0.07397160679101944, -0.014738467521965504, 0.043981313705444336, 0.0031290799379348755, -0.052463967353105545, 0.01656435802578926, -0.07506778091192245, 0.1031733900308609, -0.04033857583999634, -0.07502532005310059, 0.03109900653362274, -0.009464714676141739, -0.0721355676651001, 0.12842004001140594, -0.039191316813230515, -0.11375381052494049, -0.03101695328950882, 0.08482233434915543, -0.09990573674440384, 0.057718291878700256, -0.024814479053020477, -0.04852162301540375, -0.031665049493312836, -0.11787194013595581, -0.05347362160682678, -0.049415603280067444, -0.07685686647891998, -0.06312280893325806, -0.003951134160161018, 0.0316879078745842, -0.027570217847824097, -0.003763622837141156, -0.06964531540870667, -0.02754557877779007, 0.057487234473228455, -0.10900011658668518, 0.08896385878324509, 0.06672712415456772, 0.017809374257922173, -0.011829927563667297, -0.032680537551641464, 0.24405749142169952, -0.06274205446243286, 0.060936957597732544, 0.1342717558145523, -0.01740191876888275, 0.05387922376394272, 0.09015931189060211, 0.00917938631027937, -0.06862320750951767, 0.02116747386753559, 0.06794972717761993, -0.10141339898109436, -0.01196741871535778, -0.06382571160793304, -0.019604012370109558, -0.06981471180915833, 0.039554838091135025, -0.00302761048078537, 0.13281401991844177, 0.09345436841249466, -0.07167896628379822, 0.03734241798520088, 0.08936113119125366, 0.0350479930639267, 0.09102959930896759, -0.04206831753253937, 0.0854954719543457, -0.036716997623443604, -0.058507561683654785, 0.07635489106178284, -0.1333499550819397, 0.3437933623790741, -0.024761872366070747, -0.07647097855806351, 0.10519695281982422, 0.007215323857963085, 0.03856077045202255, -0.04364737868309021, -0.013497009873390198, -0.014661501161754131, -0.08904695510864258, -0.08885414898395538, -0.04273314028978348, 0.045623306185007095, 0.011776224710047245, -0.006661230698227882, -0.09864065051078796, 0.09755872935056686, 0.0187109112739563, -0.06440185010433197, 0.06098482757806778, -0.14283061027526855, -0.03317253291606903, 0.04573175311088562, 0.10041908919811249, -0.08155335485935211, 0.029908841475844383, 0.23278328776359558, -0.054743655025959015, 0.010455979034304619, -0.03786389157176018, 0.04928984493017197, -0.02412039414048195, 0.06342096626758575, -0.12218134850263596, 0.013619986362755299, -0.02325909398496151, 0.03978453576564789, -0.11608327180147171, 0.22113849222660065, 0.03954150155186653, 0.07346374541521072, -0.033098965883255005, -0.08245810866355896, 0.08991039544343948, 0.1278875470161438, 0.21444034576416016, 0.0454026535153389, 0.014827221632003784, -0.1361929029226303, 0.006662655621767044, 0.016885479912161827, 0.07366801053285599, 0.09944851696491241, 0.04566387087106705, 0.03173765912652016, 0.010053650476038456, 0.0017552492208778858, 0.11931424587965012, -0.17386335134506226, -0.1283867061138153, -0.004048032686114311, 0.005340982228517532, -0.12608429789543152, 0.002531813457608223, -0.025895770639181137, 0.042449306696653366, -0.0002896208316087723, 0.05278579518198967, -0.04600811004638672, -0.06420621275901794, -0.023878276348114014, 0.07042891532182693, -0.0629662424325943, -0.01298123225569725, -0.02082502841949463, 0.05885269492864609, -0.09433966875076294, -0.0905919224023819, 0.0072339605540037155, -0.06840424984693527, -0.06641409546136856, -0.05746223032474518, -0.00791015475988388, 0.11956292390823364, 0.04189338535070419, 0.06649763882160187, 0.01692887581884861, -0.0058917878195643425, -0.11607632040977478, 0.006140304729342461, 0.06253282725811005, -0.02902025356888771, 0.06482279300689697, -0.02795393019914627, 0.046903014183044434, -0.08790949732065201, 0.048619333654642105, 0.03160592541098595, 0.2281077653169632, -0.0815756618976593, 0.01063976064324379, 0.21040311455726624, -0.09371943771839142, -0.2011989951133728, -0.001878669485449791, -0.017602702602744102, 0.007917972281575203, 0.1187262162566185, -0.10785304009914398, -0.07338858395814896, 0.00531817227602005, 0.032413139939308167, -0.02779843658208847, -0.26690903306007385, -0.06709633022546768, 0.09652146697044373, 0.12380611151456833, 0.28021639585494995, -0.05065886303782463, -0.003143756650388241, -0.06542203575372696, 0.017534799873828888, 0.14266656339168549, -0.12688037753105164, 0.09607772529125214, 0.0035653244704008102, -0.015310312621295452, 0.05590548366308212, 0.019619327038526535, 0.15380069613456726, -0.03638904169201851, 0.13850347697734833, -0.1095314770936966, -0.12577106058597565, 0.04344504326581955, -0.05762580782175064, 0.06158831715583801, -0.015139802359044552, 0.02566983923316002, -0.12737391889095306, -0.028921784833073616, -0.10891014337539673, 0.027581127360463142, -0.046935223042964935, -0.08572223037481308, -0.10236550867557526, 0.09629705548286438, 0.06765496730804443, 0.05389617010951042, -0.016311846673488617, -0.08379050344228745, -0.02236553467810154, 0.01970481313765049, 0.16324681043624878, 0.09425480663776398, -0.11434370279312134, 0.02551155909895897, -0.0046295421198010445, 0.14840632677078247, -0.09758467227220535, -0.025249823927879333, 0.05904082953929901, 0.016362389549613, 0.10747771710157394, 0.02321496233344078, -0.01940041035413742, 0.05993743985891342, 0.004992158152163029, -0.05658399313688278, -0.1093376874923706, -0.06726115942001343, 0.043127164244651794, 0.012268822640180588, -0.0897146612405777, 0.08959902822971344, -0.12390081584453583, 0.06894277036190033, -0.043627120554447174, 0.02564954198896885, 0.018031179904937744, 0.023799993097782135, 0.037394553422927856, 0.0061411550268530846, -0.03958918899297714, 0.02096056565642357, 0.006121711805462837, 0.008327167481184006, 0.09333689510822296, -0.015987107530236244, -0.08017852902412415, -0.060773614794015884, -0.1257452368736267, 0.08652159571647644, -0.12155217677354813, -0.054932236671447754, 0.032846178859472275, -0.0860108807682991, -0.049404311925172806, 0.12659315764904022, 0.03950944542884827, 0.014849837869405746, -0.11078347265720367, -0.03194534778594971, -0.08076436817646027, -0.007657737471163273, 0.019363941624760628, 0.002306838519871235, -0.06932848691940308, 0.08092082291841507, 0.023564398288726807, 0.048472851514816284, -0.060624752193689346, -0.08710893988609314, -0.0993211418390274, 0.0024724705144762993, -0.15307532250881195, 0.04579930379986763, -0.06360936909914017, -0.0093952352181077, -0.020945891737937927, 0.03677430376410484, -0.019315315410494804, -0.0030974969267845154, -0.02871512994170189, 0.012099907733500004, 0.07409226894378662, -0.020726995542645454, 0.0061609093099832535, -0.03683290630578995, 0.024488981813192368, -0.03970345854759216, 0.007821351289749146, -0.045503512024879456, -0.0512256845831871, -0.039059318602085114, -0.1629050225019455, 0.014601211994886398, -0.02625693939626217, 0.0027577728033065796, -0.03324103355407715, -0.04488037899136543, 0.023659221827983856, -0.03995545208454132, 0.06000552326440811, 0.023854615166783333, 0.054257601499557495, -0.04782511293888092, 0.05061664059758186, 0.0006994679570198059, -0.009531400166451931, -0.07410401850938797, 0.09251858294010162, 0.0008489526808261871, 0.07048475742340088, 0.1192556694149971, -0.028036514297127724, -0.003984564915299416, -0.09827443957328796, 0.004814465995877981, 0.02236376330256462, -0.02603243477642536, 0.040376462042331696, -0.07126478105783463, 0.01678442396223545, -0.040919944643974304, 0.06067683547735214, 0.018821414560079575, -0.05073828995227814, -0.018798952922225, 0.03163551166653633, -0.04519272595643997, -0.05679412558674812, 0.021128952503204346, -0.003600264433771372, -0.01465487852692604, -0.019756732508540154, 0.04213809221982956, 0.019359678030014038, 0.06073708087205887, 0.15103581547737122, 0.01390092819929123, 0.018633484840393066, 0.08551466464996338, 0.05262230709195137, 0.014300407841801643, 0.050433024764060974, 0.013628856278955936, 0.02992340177297592, 0.06275428831577301, -0.06588731706142426, -0.12644268572330475, 0.14638632535934448, -0.052672356367111206, 0.09725379943847656, 0.01815139129757881, -0.09965609014034271, -0.09625580906867981, -0.17951929569244385, -0.012076380662620068, 0.04478117823600769, 0.0017712190747261047, -0.060172829777002335, -0.014215214177966118, 0.039169345051050186, 0.011602668091654778, -0.07073856145143509, 0.07770886272192001, -0.16600528359413147, -0.06051822006702423, 0.0779539942741394, -0.029760412871837616, 0.015676775947213173, 0.013759929686784744, -0.022452175617218018, 0.04741225391626358, -0.039040401577949524, 0.015111545100808144, 0.03657124191522598, 0.08861604332923889, 0.0022300248965620995, -0.0008242279291152954, -0.031660888344049454, -0.045402370393276215, 0.03862779960036278, 0.0979238748550415, 0.23040637373924255, 0.05534030497074127, -0.0872761607170105, -0.025111716240644455, 0.07275646924972534, -0.006137070246040821, -0.08101905137300491, -0.05958840250968933, 0.2122274935245514, -0.04234357923269272, -0.004808632656931877, -0.054679594933986664, -0.009720216505229473, 0.08633235096931458, 0.1351366937160492, 0.1648876965045929, -0.13164415955543518, -0.03464764729142189, -0.05087946727871895, 0.01388140581548214, -0.01598181575536728, 0.11766651272773743, -0.04426122456789017, 0.30287498235702515, -0.09009988605976105, 0.09267572313547134, -0.045898810029029846, 0.03538345918059349, -0.06258361041545868, 0.019933011382818222, 0.08212132006883621, 0.0009849043563008308, -0.05412328243255615, 0.07067392021417618, -0.07449939846992493, 0.0443914420902729, 0.064006507396698, -0.007433369755744934, -0.005017569288611412, 0.018799738958477974, -0.0676511824131012, 0.020628567785024643, 0.06204914301633835, -0.08327338099479675, 0.03956068307161331, -0.03168810158967972, -0.015316217206418514, -0.06267613172531128, -0.009159907698631287, 0.04420018941164017, 0.053471747785806656, 0.1874748319387436, 0.028880653902888298, 0.13799810409545898, 0.04212268069386482, -0.03346123546361923, -0.01609833724796772, 0.13373492658138275, -0.01449333131313324, -0.00952106062322855, -0.020296573638916016, 0.11089283227920532, -0.0069732749834656715, 0.1179192066192627, 0.046258069574832916, 0.07441936433315277, 0.05899575352668762, 0.04662521928548813, -0.033792268484830856, -0.014419368468225002, 0.10866639763116837, -0.08075401186943054, 0.11927071958780289, 0.11889171600341797, -0.000991620123386383, -0.049835819751024246, -0.03982061892747879, 0.00037527643144130707, -0.009670441970229149, -0.011286882683634758, -0.013065988197922707, 0.014630729332566261, 0.00819189753383398, -0.020669370889663696, 0.019351795315742493, -0.2171519696712494, -0.06236706301569939, -0.01341758668422699, -0.024628181010484695, 0.060994405299425125, 0.029600346460938454, 0.052123744040727615, 0.0011857969220727682, -0.008666645735502243, -0.07060426473617554, -0.022108234465122223, 0.053253382444381714, 0.010173652321100235, -0.06175025552511215 ]

[ "transformers", "safetensors", "mistral", "text-generation", "finetuned", "quantized", "4-bit", "AWQ", "pytorch", "conversational", "arxiv:2310.06825", "license:apache-2.0", "autotrain_compatible", "text-generation-inference", "region:us", "base_model:mistralai/Mistral-7B-Instruct-v0.1" ]

[ "2310.06825" ]

[]

[ "# Description\nMaziyarPanahi/Mistral-7B-Instruct-v0.1-AWQ is a quantized (AWQ) version of mistralai/Mistral-7B-Instruct-v0.1", "## How to use", "### Install the necessary packages", "### Example Python code" ]

[ "TAGS\n#transformers #safetensors #mistral #text-generation #finetuned #quantized #4-bit #AWQ #pytorch #conversational #arxiv-2310.06825 #license-apache-2.0 #autotrain_compatible #text-generation-inference #region-us #base_model-mistralai/Mistral-7B-Instruct-v0.1 \n", "# Description\nMaziyarPanahi/Mistral-7B-Instruct-v0.1-AWQ is a quantized (AWQ) version of mistralai/Mistral-7B-Instruct-v0.1", "## How to use", "### Install the necessary packages", "### Example Python code" ]

[ 96, 44, 4, 7, 6 ]

[ "passage: TAGS\n#transformers #safetensors #mistral #text-generation #finetuned #quantized #4-bit #AWQ #pytorch #conversational #arxiv-2310.06825 #license-apache-2.0 #autotrain_compatible #text-generation-inference #region-us #base_model-mistralai/Mistral-7B-Instruct-v0.1 \n# Description\nMaziyarPanahi/Mistral-7B-Instruct-v0.1-AWQ is a quantized (AWQ) version of mistralai/Mistral-7B-Instruct-v0.1## How to use### Install the necessary packages### Example Python code" ]

[ -0.1137712150812149, 0.10597360134124756, -0.0033761218655854464, 0.03772909566760063, 0.11824943125247955, 0.010255343280732632, 0.08122862875461578, 0.09027214348316193, 0.009831697680056095, 0.00916128046810627, 0.109461709856987, 0.12122218310832977, 0.054392360150814056, 0.09494288265705109, -0.05691072344779968, -0.14970242977142334, 0.028184354305267334, -0.012323319911956787, 0.025583773851394653, 0.12966276705265045, 0.11638715118169785, -0.035584621131420135, 0.06614205986261368, -0.008693935349583626, -0.06332181394100189, -0.02828545868396759, -0.027889037504792213, -0.10887327045202255, 0.09019729495048523, 0.026981333270668983, 0.08697149902582169, 0.01976926065981388, 0.07523704320192337, -0.16974954307079315, 0.009713692590594292, -0.005797379184514284, -0.0048763686791062355, 0.07579700648784637, 0.07304654270410538, 0.030288640409708023, -0.037599027156829834, -0.04046652466058731, 0.018225401639938354, 0.08912552893161774, -0.047244440764188766, -0.10658544301986694, -0.08640609681606293, 0.11900301277637482, 0.12108397483825684, 0.12123383581638336, 0.0027612396515905857, 0.1632230430841446, 0.042345598340034485, 0.08452154695987701, 0.1396068036556244, -0.3077404797077179, -0.04259515553712845, 0.061591219156980515, 0.04138314723968506, 0.13044473528862, -0.033318646252155304, -0.013968219980597496, 0.05821073800325394, 0.04626207798719406, 0.011470794677734375, -0.07885871827602386, 0.0019169986480847, -0.030218157917261124, -0.15590322017669678, -0.016802441328763962, 0.26708221435546875, -0.006479109171777964, -0.09508718550205231, 0.025443289428949356, -0.059031892567873, -0.011966601945459843, -0.034280724823474884, -0.0050275446847081184, -0.019454089924693108, 0.03444356843829155, 0.03379106894135475, -0.01968550682067871, -0.12121687829494476, -0.019425081089138985, -0.04326795041561127, 0.10573790967464447, 0.012231537140905857, 0.028056979179382324, -0.06441853195428848, 0.05345916002988815, -0.12583966553211212, -0.08073411136865616, -0.029199227690696716, -0.04148656129837036, 0.06927774101495743, 0.007279443088918924, -0.017869804054498672, -0.02922455035150051, 0.08652439713478088, 0.1750718206167221, -0.08392234891653061, 0.088465116918087, 0.036020178347826004, 0.05326913669705391, -0.05294891446828842, 0.11542993783950806, -0.006996029056608677, -0.05209820345044136, 0.09570233523845673, 0.10878495126962662, 0.0963970199227333, -0.0008184583857655525, -0.10906627029180527, -0.044197987765073776, 0.08526568114757538, 0.08646699041128159, 0.051743410527706146, 0.03232891485095024, -0.051866836845874786, -0.0337400883436203, 0.12419241666793823, -0.12569957971572876, -0.011963317170739174, 0.017813416197896004, -0.0007779643638059497, -0.06452277302742004, 0.10220427811145782, 0.011816779151558876, -0.06104317307472229, -0.00649445503950119, -0.03793143108487129, -0.01712821051478386, -0.034038327634334564, -0.08775009214878082, 0.007368364837020636, 0.0360124409198761, 0.0036961697041988373, -0.18083369731903076, -0.1742895394563675, 0.02968480810523033, 0.04008549079298973, 0.0010220797266811132, -0.0291508249938488, 0.010827205143868923, -0.019710594788193703, 0.007937152869999409, -0.025970187038183212, 0.0019801403395831585, -0.044959019869565964, 0.08593279868364334, 0.07689640671014786, 0.015088224783539772, -0.11553516238927841, 0.030776280909776688, -0.08320750296115875, 0.059576768428087234, 0.042825259268283844, 0.0348152332007885, -0.07003764063119888, 0.059687547385692596, -0.1398036777973175, -0.05550898239016533, 0.063367560505867, -0.018507221713662148, 0.07868693023920059, 0.12450609356164932, -0.1509747952222824, -0.004071884322911501, 0.09626828879117966, -0.13192665576934814, -0.18134161829948425, 0.1518743336200714, 0.05284399539232254, 0.08671997487545013, 0.034092750400304794, 0.09635535627603531, 0.11731835454702377, -0.09891562908887863, -0.0038195401430130005, 0.089573934674263, 0.05347726494073868, -0.015813052654266357, 0.09371007233858109, 0.024433625862002373, -0.15264061093330383, 0.0461050383746624, -0.11006532609462738, 0.0362514890730381, 0.0016918301116675138, -0.1127367615699768, -0.06519367545843124, -0.0833960622549057, 0.060537684708833694, -0.025472741574048996, -0.015027374029159546, -0.06445781886577606, -0.06536833196878433, -0.0381501279771328, 0.14510878920555115, 0.0006767812883481383, -0.011562449857592583, -0.0857386514544487, 0.09154699742794037, -0.03354329243302345, 0.014122949913144112, -0.11484644562005997, 0.06117976829409599, 0.002092493698000908, 0.021233635023236275, 0.02683582343161106, -0.09720690548419952, 0.05627472326159477, 0.06776231527328491, -0.011100614443421364, -0.0703907310962677, 0.02514229156076908, 0.0217343308031559, -0.07758037745952606, -0.07038514316082001, -0.0015269246650859714, -0.05204487964510918, 0.2027112990617752, -0.14967688918113708, 0.07122619450092316, -0.017790382727980614, -0.02428901009261608, -0.03815942630171776, 0.034776706248521805, 0.0418044738471508, 0.03084436058998108, -0.033079780638217926, -0.019588837400078773, 0.07926711440086365, 0.033571720123291016, -0.14019064605236053, -0.0114264702424407, -0.1658831089735031, 0.06298311799764633, 0.12015718221664429, -0.02388801798224449, -0.012056035920977592, -0.04532024636864662, -0.011931007727980614, -0.041738271713256836, 0.0300317220389843, -0.05113481357693672, 0.05278615280985832, 0.016917016357183456, 0.12347879260778427, -0.04713175818324089, 0.033108554780483246, 0.006226082798093557, -0.10408748686313629, -0.06428564339876175, 0.08687978237867355, -0.02068069949746132, -0.19621315598487854, 0.10874061286449432, 0.3055090010166168, -0.1257018744945526, 0.04973945766687393, -0.027229856699705124, -0.0017950076144188643, -0.014251114800572395, 0.09059824049472809, 0.04485534131526947, 0.012458804063498974, -0.06201212853193283, 0.030674397945404053, 0.04947591572999954, -0.04102683439850807, 0.018915589898824692, -0.14521905779838562, -0.005506565794348717, 0.011346235871315002, -0.014781652018427849, -0.0784212201833725, -0.033299509435892105, -0.05715084820985794, 0.0442940890789032, 0.008727901615202427, -0.04877413436770439, 0.04775738716125488, 0.02015119045972824, -0.12501458823680878, 0.17792561650276184, -0.1981915682554245, -0.2286190539598465, -0.16302438080310822, -0.07217664271593094, -0.041117701679468155, -0.024528317153453827, 0.09733376652002335, -0.0951431542634964, -0.06298309564590454, -0.05637301132082939, -0.0429203137755394, -0.07084781676530838, -0.033214863389730453, 0.037081994116306305, 0.004765355959534645, 0.05072662979364395, -0.13597731292247772, 0.00223063537850976, 0.04817141965031624, -0.11711104959249496, 0.1252940595149994, -0.08603666722774506, 0.07631894201040268, 0.12756729125976562, -0.014146613888442516, -0.0112741868942976, -0.016474487259984016, 0.27426305413246155, -0.016442354768514633, 0.04143019765615463, 0.17749223113059998, -0.03937242552638054, 0.07753625512123108, 0.13917472958564758, 0.04559432342648506, -0.04356776922941208, 0.022536437958478928, -0.08698387444019318, -0.0078751090914011, -0.22471538186073303, -0.0655563473701477, -0.03652282431721687, 0.08115532249212265, 0.06746348738670349, 0.0552024319767952, 0.020830899477005005, 0.12958599627017975, -0.06151384860277176, 0.027629723772406578, 0.053519077599048615, 0.11187492311000824, 0.10833784192800522, 0.023945262655615807, 0.09204873442649841, -0.04874567687511444, 0.03286749869585037, 0.08598878979682922, 0.0952293798327446, 0.13825809955596924, 0.044225532561540604, 0.17930074036121368, 0.0364982970058918, 0.18591396510601044, 0.07226713746786118, 0.08523492515087128, -0.02987636625766754, 0.016840511932969093, -0.024371260777115822, -0.09132340550422668, -0.08943594992160797, 0.05873439460992813, -0.09429983794689178, 0.05641132593154907, 0.009002326056361198, 0.039627738296985626, 0.03351350873708725, 0.1502821147441864, -0.013776585459709167, -0.21019765734672546, -0.12173501402139664, 0.05626929551362991, 0.045371849089860916, -0.051820795983076096, 0.02765505388379097, 0.007941831834614277, -0.04537312686443329, 0.07783714681863785, -0.08350622653961182, 0.12827423214912415, 0.04256274551153183, 0.01783810928463936, -0.04780983924865723, 0.0988762304186821, 0.015818364918231964, 0.10656341165304184, -0.31479471921920776, 0.14815779030323029, 0.06869792193174362, 0.05402741581201553, -0.02239750698208809, 0.04666892811655998, 0.05635466054081917, 0.18032853305339813, 0.07360552251338959, 0.01087940949946642, 0.015343871898949146, -0.15290772914886475, -0.03226953744888306, 0.034102343022823334, 0.044059477746486664, 0.06605906784534454, 0.03877511993050575, -0.05023021250963211, 0.0060910568572580814, 0.011653835885226727, 0.014195717871189117, -0.18613003194332123, -0.12708133459091187, 0.06411832571029663, 0.06389985978603363, 0.02459152601659298, -0.0750189945101738, -0.041198741644620895, -0.07183351367712021, 0.10136280208826065, -0.1799839437007904, -0.08546261489391327, -0.07173487544059753, -0.0488470084965229, 0.06759735196828842, -0.0994689092040062, 0.04280637577176094, -0.06689365208148956, 0.02030321955680847, -0.05701752379536629, -0.09286795556545258, 0.05169389769434929, -0.14434075355529785, -0.0945533961057663, 0.00022025890939403325, 0.05606425926089287, -0.025408316403627396, 0.021542564034461975, 0.006678684148937464, 0.025329265743494034, -0.09690196812152863, -0.11440577358007431, -0.007338793016970158, 0.08476468175649643, -0.014016648754477501, 0.011930558830499649, -0.11055938154459, -0.19009332358837128, -0.09955114126205444, -0.08718878775835037, 0.1620267927646637, 0.23233914375305176, -0.04650590568780899, 0.013530492782592773, 0.24059858918190002, -0.041224654763936996, -0.22566385567188263, -0.11793533712625504, 0.02631913125514984, -0.013709565624594688, 0.0744917169213295, -0.12826059758663177, 0.030385443940758705, 0.09682570397853851, -0.04865393787622452, 0.06154962629079819, -0.24125854671001434, -0.07654240727424622, 0.14880259335041046, 0.11876630783081055, 0.05953962728381157, -0.19061532616615295, -0.06593375653028488, -0.05768094211816788, -0.14344476163387299, 0.07251249253749847, -0.1089404970407486, 0.07721245288848877, -0.013941003009676933, 0.10835645347833633, -0.007934033870697021, -0.036945782601833344, 0.16591385006904602, -0.10452375560998917, -0.016884595155715942, -0.05989774316549301, 0.004860640969127417, 0.07842675596475601, -0.02032959833741188, 0.08976517617702484, -0.15395282208919525, 0.06000520661473274, -0.0341402068734169, 0.012123771011829376, -0.018884243443608284, 0.07182549685239792, -0.0606914646923542, -0.07436754554510117, -0.005354206543415785, -0.010780924931168556, -0.015315666794776917, -0.02869826927781105, 0.09308518469333649, 0.017561908811330795, 0.08690370619297028, 0.27368512749671936, 0.08403263986110687, -0.023561852052807808, -0.033391162753105164, -0.031128114089369774, -0.056736696511507034, 0.07694362848997116, -0.10842686891555786, 0.011789285577833652, 0.0564102940261364, 0.021716881543397903, 0.10728061199188232, 0.0197552889585495, -0.06125704199075699, 0.020866412669420242, 0.04291576147079468, -0.05863016098737717, -0.14498594403266907, -0.03404451534152031, 0.22410371899604797, -0.07274799048900604, 0.05019896477460861, 0.14643771946430206, -0.0669613927602768, -0.04995749890804291, 0.025298025459051132, 0.03871256858110428, -0.06712405383586884, 0.1938095986843109, 0.07323591411113739, 0.072274349629879, -0.0723404586315155, 0.07753559201955795, 0.06906046718358994, -0.0383090004324913, 0.02609812654554844, 0.12638072669506073, -0.1499788761138916, -0.13112303614616394, -0.010442742146551609, 0.021850796416401863, -0.0729445219039917, -0.09398496896028519, -0.005051942076534033, -0.06782491505146027, -0.022572120651602745, 0.014435388147830963, 0.06167852133512497, -0.054801322519779205, 0.012229451909661293, -0.02836228348314762, -0.025441143661737442, 0.12595894932746887, 0.03797360509634018, 0.06867866218090057, -0.15958653390407562, -0.035129863768815994, 0.02163984440267086, 0.06748630106449127, -0.02330908738076687, -0.0401308573782444, -0.08990736305713654, 0.015343889594078064, -0.2257874310016632, 0.11547432839870453, -0.09693855047225952, 0.025990691035985947, -0.014528539963066578, -0.008394848555326462, -0.004077741410583258, 0.05155850574374199, -0.0447409562766552, -0.039867110550403595, -0.033625729382038116, 0.030783671885728836, -0.08091557770967484, -0.02924196422100067, 0.05360885709524155, -0.0391661711037159, 0.054513514041900635, 0.046194564551115036, -0.07232904434204102, 0.0509844645857811, -0.14943364262580872, -0.008434997871518135, 0.048239871859550476, 0.04825614020228386, 0.010675514116883278, -0.0686149150133133, -0.027521049603819847, 0.01667116768658161, -0.024944070726633072, 0.005859053693711758, 0.31430989503860474, -0.09214823693037033, -0.03807147592306137, -0.03827387094497681, -0.06300795078277588, -0.06976591050624847, 0.028799835592508316, 0.06248991936445236, 0.014449939131736755, 0.195663720369339, -0.11233353614807129, 0.026541639119386673, -0.09871585667133331, -0.007583958096802235, -0.026695063337683678, -0.08941938728094101, -0.15694423019886017, -0.029853323474526405, 0.007272906601428986, -0.05767636373639107, 0.01928574964404106, -0.09541653841733932, 0.025850210338830948, 0.020545020699501038, -0.016347311437129974, 0.013896854594349861, -0.03843792527914047, 0.25657540559768677, 0.06346510350704193, 0.028563473373651505, -0.10218988358974457, 0.02487516775727272, 0.01892678253352642, -0.0009130396065302193, -0.0397072359919548, 0.11496520042419434, -0.042435385286808014, 0.06129470467567444, -0.020402122288942337, -0.025554275140166283, -0.09191949665546417, -0.03262981027364731, -0.004934577737003565, 0.053416065871715546, -0.04399891942739487, 0.13106511533260345, 0.2505640387535095, -0.06015198677778244, 0.012605523690581322, -0.0812399834394455, -0.05755895376205444, -0.10251571238040924, -0.0889468789100647, -0.09891452640295029, -0.10189888626337051, -0.0336112305521965, -0.06706471741199493, -0.02940824069082737, 0.04156844690442085, 0.02139889821410179, 0.007873491384088993, 0.09945855289697647, 0.01870240643620491, -0.07658763229846954, -0.010413309559226036, 0.004032505210489035, -0.021709511056542397, 0.011034966446459293, -0.027665674686431885, 0.06170232966542244, -0.04203624278306961, 0.06239926069974899, 0.04555244743824005, 0.0051026963628828526, 0.07150022685527802, -0.06668057292699814, -0.08789850771427155, -0.017550094053149223, 0.07179772108793259, -0.02507658302783966, 0.1322559416294098, -0.016780411824584007, -0.022072596475481987, 0.03871569037437439, 0.1910334676504135, -0.05721350759267807, -0.17290449142456055, -0.07474956661462784, 0.2722739577293396, -0.06612925231456757, 0.011325291357934475, 0.018035707995295525, -0.06389011442661285, 0.030672159045934677, 0.20777711272239685, 0.19626905024051666, -0.038213424384593964, 0.009079349227249622, -0.024177076295018196, 0.012879660353064537, -0.08213768899440765, 0.1310507357120514, 0.13096997141838074, 0.12532588839530945, -0.07435586303472519, 0.053840696811676025, -0.07782027125358582, -0.02297324500977993, -0.1922728270292282, -0.002623871434479952, -0.027899980545043945, -0.02726391889154911, -0.047509241849184036, 0.08491240441799164, 0.023846931755542755, -0.012711435556411743, -0.09580974280834198, -0.06901957094669342, -0.08946546167135239, -0.043672651052474976, 0.11315833032131195, 0.03003629669547081, 0.02328617498278618, -0.01957065984606743, 0.02106763795018196, 0.0638144314289093, -0.022461935877799988, -0.06619960069656372, -0.04992939904332161, 0.08487162739038467, -0.020284602418541908, 0.13800932466983795, 0.026804352179169655, 0.08331610262393951, 0.08206894248723984, 0.041436150670051575, -0.10881748050451279, 0.17330428957939148, 0.05989815667271614, 0.027296405285596848, 0.058687031269073486, 0.04398069158196449, -0.04949713498353958, 0.08914566040039062, 0.030030611902475357, -0.11208224296569824, -0.025039657950401306, 0.05675317719578743, -0.03021985851228237, -0.06350762397050858, 0.07025983184576035, -0.07855410873889923, 0.1249956339597702, 0.06077681854367256, -0.06095503643155098, -0.014069232158362865, -0.085017129778862, 0.061783432960510254, 0.03920060023665428, -0.002951868576928973, -0.00935701746493578, -0.15608517825603485, -0.02122000977396965, 0.044117458164691925, 0.05306693911552429, -0.2282135933637619, -0.03734723478555679, -0.09782557189464569, 0.0009517146390862763, -0.10474827140569687, 0.07051067054271698, 0.12436161935329437, -0.022946733981370926, -0.024189800024032593, -0.12017075717449188, -0.058195680379867554, 0.09224344789981842, -0.08276105672121048, -0.07278016209602356 ]

[ "transformers", "safetensors", "mistral", "text-generation", "mergekit", "merge", "en", "arxiv:2212.04089", "base_model:flemmingmiguel/MBX-7B-v3", "base_model:paulml/NeuralOmniWestBeaglake-7B", "base_model:FelixChao/Faraday-7B", "base_model:paulml/NeuralOmniBeagleMBX-v3-7B", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "region:us" ]

[ "2212.04089" ]

[ "en" ]

[ "# To see what will happen.\n\nJoin our Discord!\n\nGGUF FILES HERE\n\nThis is a merge of pre-trained language models created using mergekit.", "### Merge Method\n\nThis model was merged using the task arithmetic merge method using paulml/NeuralOmniBeagleMBX-v3-7B as a base.", "### Models Merged\n\nThe following models were included in the merge:\n* flemmingmiguel/MBX-7B-v3\n* paulml/NeuralOmniWestBeaglake-7B\n* FelixChao/Faraday-7B", "### Configuration\n\nThe following YAML configuration was used to produce this model:" ]

[ "TAGS\n#transformers #safetensors #mistral #text-generation #mergekit #merge #en #arxiv-2212.04089 #base_model-flemmingmiguel/MBX-7B-v3 #base_model-paulml/NeuralOmniWestBeaglake-7B #base_model-FelixChao/Faraday-7B #base_model-paulml/NeuralOmniBeagleMBX-v3-7B #license-apache-2.0 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n", "# To see what will happen.\n\nJoin our Discord!\n\nGGUF FILES HERE\n\nThis is a merge of pre-trained language models created using mergekit.", "### Merge Method\n\nThis model was merged using the task arithmetic merge method using paulml/NeuralOmniBeagleMBX-v3-7B as a base.", "### Models Merged\n\nThe following models were included in the merge:\n* flemmingmiguel/MBX-7B-v3\n* paulml/NeuralOmniWestBeaglake-7B\n* FelixChao/Faraday-7B", "### Configuration\n\nThe following YAML configuration was used to produce this model:" ]

[ 147, 34, 41, 54, 17 ]

[ "passage: TAGS\n#transformers #safetensors #mistral #text-generation #mergekit #merge #en #arxiv-2212.04089 #base_model-flemmingmiguel/MBX-7B-v3 #base_model-paulml/NeuralOmniWestBeaglake-7B #base_model-FelixChao/Faraday-7B #base_model-paulml/NeuralOmniBeagleMBX-v3-7B #license-apache-2.0 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n# To see what will happen.\n\nJoin our Discord!\n\nGGUF FILES HERE\n\nThis is a merge of pre-trained language models created using mergekit.### Merge Method\n\nThis model was merged using the task arithmetic merge method using paulml/NeuralOmniBeagleMBX-v3-7B as a base.### Models Merged\n\nThe following models were included in the merge:\n* flemmingmiguel/MBX-7B-v3\n* paulml/NeuralOmniWestBeaglake-7B\n* FelixChao/Faraday-7B### Configuration\n\nThe following YAML configuration was used to produce this model:" ]

[ -0.0954955518245697, 0.0163185503333807, -0.0038288775831460953, 0.01760362833738327, 0.109185591340065, 0.040429480373859406, 0.15788277983665466, 0.0828414261341095, 0.05608850717544556, 0.10781050473451614, 0.010684418492019176, 0.02942216955125332, 0.08232425153255463, 0.16455401480197906, 0.012824456207454205, -0.16219796240329742, 0.04723023250699043, -0.07562112808227539, -0.10443474352359772, 0.061649709939956665, 0.09319427609443665, -0.0765693411231041, 0.09501361101865768, 0.009266008622944355, -0.14671552181243896, 0.006934378296136856, -0.04829089343547821, 0.023834409192204475, 0.07055558264255524, 0.11056485027074814, 0.023383652791380882, 0.03866872563958168, 0.0018038676353171468, -0.17545254528522491, 0.03286014124751091, 0.024687280878424644, -0.023433029651641846, 0.06636881083250046, 0.09581805765628815, -0.062280189245939255, 0.11643364280462265, -0.030897900462150574, -0.012426569126546383, 0.0973815992474556, -0.1604151874780655, -0.12104127556085587, -0.12019453197717667, 0.18228314816951752, 0.10596754401922226, 0.028663473203778267, -0.036311641335487366, 0.0011612498201429844, 0.042255233973264694, 0.06113150343298912, 0.11220230162143707, -0.22297580540180206, -0.013174119405448437, 0.11928187310695648, 0.061539411544799805, -0.049298323690891266, -0.03484596312046051, 0.028607971966266632, 0.05878205969929695, -0.024945562705397606, -0.004968693014234304, -0.024854091927409172, 0.22657570242881775, -0.05104532465338707, -0.14444208145141602, -0.03457876294851303, 0.08486483246088028, 0.019229983910918236, -0.024335114285349846, -0.13243769109249115, -0.06771257519721985, 0.02983206883072853, -0.042653538286685944, -0.014478753320872784, 0.001353168161585927, 0.006609594915062189, 0.10789179801940918, -0.0735621303319931, -0.048167143017053604, -0.007266751956194639, -0.00963728316128254, 0.10703650116920471, 0.008112465031445026, 0.012072359211742878, -0.04571985825896263, 0.06530167907476425, -0.12844796478748322, -0.12622708082199097, -0.010976580902934074, -0.04018360748887062, -0.08099213987588882, -0.0393482968211174, -0.046802978962659836, -0.04707817733287811, 0.07803302258253098, 0.19496986269950867, -0.09092412143945694, 0.024461377412080765, 0.014252020046114922, 0.059371720999479294, 0.06843533366918564, -0.0033173959236592054, -0.16155266761779785, -0.12511779367923737, 0.03334984928369522, 0.07869277149438858, 0.04159446060657501, -0.007718923967331648, -0.0785086378455162, -0.008755172602832317, 0.0005793808959424496, 0.044642124325037, 0.10823318362236023, 0.04758898541331291, -0.054577458649873734, -0.08555164188146591, 0.24567651748657227, -0.08553724735975266, 0.014138027094304562, 0.053755708038806915, -0.06683117151260376, -0.07268419116735458, 0.07130934298038483, 0.04362596943974495, 0.009880440309643745, 0.06755361706018448, -0.07810511440038681, -0.02319575659930706, -0.056054290384054184, -0.08071327209472656, 0.016407780349254608, 0.04803883284330368, -0.029948191717267036, -0.07978421449661255, -0.18643276393413544, -0.06619710475206375, 0.028455615043640137, -0.051761873066425323, 0.01658017374575138, 0.006031608209013939, -0.004909012001007795, -0.008476235903799534, -0.0044113085605204105, 0.01966080628335476, -0.0030077453702688217, -0.005960613023489714, 0.04467664286494255, 0.05541931092739105, -0.020123055204749107, 0.01857762038707733, -0.07933289557695389, 0.10478252172470093, -0.23862934112548828, 0.11229676008224487, -0.04899423569440842, 0.07120627164840698, -0.14437773823738098, -0.015337564051151276, -0.01917722262442112, 0.016130361706018448, 0.06334071606397629, 0.17583051323890686, -0.0960368737578392, -0.0784420520067215, 0.13204723596572876, -0.12247930467128754, -0.13839909434318542, 0.036723632365465164, 0.005979219451546669, 0.03834981098771095, 0.04270728677511215, 0.2176438421010971, 0.13064083456993103, -0.03432994708418846, -0.06412166357040405, -0.10375333577394485, 0.003079882590100169, 0.05503886565566063, 0.0556626096367836, -0.05763725936412811, -0.049714453518390656, 0.006390015594661236, -0.04215388745069504, 0.0634428933262825, -0.03934810683131218, -0.0492778941988945, -0.022663936018943787, -0.08438939601182938, 0.06895575672388077, -0.028947725892066956, -0.014030447229743004, -0.009173973463475704, -0.03137265890836716, 0.0671345666050911, 0.09634707123041153, -0.03889403119683266, 0.007517277728766203, -0.04686842858791351, 0.1504097580909729, -0.07087086886167526, 0.0322527140378952, -0.1571790724992752, -0.10840922594070435, 0.0037709479220211506, -0.04183422029018402, 0.049557629972696304, -0.030956417322158813, 0.07937532663345337, 0.08429952710866928, -0.03179631382226944, -0.07357539981603622, 0.09182867407798767, 0.009841294027864933, -0.0346696637570858, -0.18896621465682983, -0.11558292806148529, -0.070343978703022, 0.23680618405342102, -0.15293847024440765, 0.06521298736333847, 0.00599261187016964, 0.18131904304027557, -0.008591723628342152, -0.04400892183184624, 0.06504172086715698, -0.016999300569295883, -0.010230280458927155, -0.03281443193554878, 0.06588385254144669, 0.0008535218657925725, -0.0892476961016655, 0.09712173789739609, -0.20327094197273254, -0.035177476704120636, 0.07868049293756485, 0.10947398841381073, -0.07200678437948227, -0.0918615534901619, -0.04873090609908104, -0.05519619211554527, 0.08105414360761642, -0.07529675960540771, 0.0672926977276802, 0.02389461360871792, 0.11384538561105728, -0.02798921801149845, -0.02877146191895008, 0.017920130863785744, -0.023137984797358513, -0.039865247905254364, 0.06582644581794739, -0.04562816768884659, -0.1872277408838272, 0.09598653018474579, 0.08050619810819626, 0.08094505965709686, 0.10566689074039459, 0.027501752600073814, -0.028746573254466057, -0.08081706613302231, 0.045579638332128525, 0.03088275156915188, 0.055863991379737854, -0.03711680322885513, 0.03787875548005104, 0.042481616139411926, -0.02281629852950573, 0.06643436849117279, -0.05441912263631821, 0.03572738170623779, 0.023421896621584892, -0.01905665174126625, 0.10214605927467346, 0.07750187069177628, -0.025273967534303665, 0.032519470900297165, 0.04027741029858589, 0.01678304746747017, -0.012183587066829205, -0.03493756055831909, -0.13291817903518677, 0.16326448321342468, -0.10631764680147171, -0.14319688081741333, -0.16129490733146667, -0.0939708948135376, -0.1093563437461853, 0.012885604985058308, 0.047918740659952164, -0.019779616966843605, -0.0523967407643795, -0.0848960354924202, 0.06859367340803146, 0.052997976541519165, -0.03573596104979515, -0.010672803036868572, -0.04263133555650711, 0.0850556269288063, -0.09902770817279816, -0.017109816893935204, 0.015334037132561207, -0.013357912190258503, 0.013164234347641468, 0.028559833765029907, 0.09503386914730072, 0.16267454624176025, 0.031573280692100525, 0.009122297167778015, -0.0054428596049547195, 0.305745393037796, -0.05319926515221596, 0.09543496370315552, 0.18673518300056458, -0.04270605742931366, 0.06077682599425316, 0.2129458487033844, 0.03064396232366562, -0.05950397625565529, 0.025936869904398918, 0.008996429853141308, -0.029742565006017685, -0.1679404377937317, -0.12278284132480621, -0.05711491405963898, 0.018708430230617523, 0.0910860151052475, 0.05704662948846817, 0.11625305563211441, 0.0450628288090229, -0.09937445819377899, -0.03275412321090698, 0.030089959502220154, 0.08304965496063232, 0.09552740305662155, -0.02376227080821991, 0.07360365986824036, -0.011524533852934837, 0.02191954292356968, 0.06111951917409897, 0.01763177663087845, 0.10817122459411621, 0.060714006423950195, 0.133341446518898, 0.09223932027816772, 0.048478465527296066, 0.009231548756361008, 0.03658482804894447, -0.044453926384449005, -0.0027148297522217035, 0.005211733281612396, -0.12232185155153275, 0.02867627702653408, 0.06586285680532455, 0.02512972243130207, 0.058985475450754166, -0.09062840789556503, -0.07585255056619644, 0.0538211464881897, 0.08299282193183899, 0.1059301570057869, -0.24251458048820496, -0.09113921970129013, 0.044824160635471344, 0.059687282890081406, -0.026002174243330956, -0.06515947729349136, -0.022178946062922478, -0.08269744366407394, 0.11236254125833511, -0.024865349754691124, 0.0903204083442688, 0.028790999203920364, 0.0028599505312740803, -0.02327115274965763, 0.11527933180332184, -0.02131231315433979, 0.032330166548490524, -0.10423806309700012, 0.14687232673168182, 0.04364251717925072, 0.0016671674093231559, 0.01623961143195629, 0.045676831156015396, 0.0381772480905056, 0.15889303386211395, 0.08146481961011887, 0.015399874188005924, -0.029496274888515472, -0.05339289829134941, -0.10046221315860748, -0.049132075160741806, 0.03207148239016533, -0.13540782034397125, 0.10196872055530548, -0.0045146457850933075, -0.0528637133538723, -0.007947064936161041, 0.0941760316491127, -0.18125221133232117, -0.11805592477321625, 0.09223607182502747, 0.006021683569997549, 0.0702708438038826, -0.08035096526145935, -0.0336746908724308, -0.09151646494865417, 0.24645176529884338, 0.005295522976666689, -0.07337110489606857, -0.11895520985126495, 0.0204172320663929, 0.1522299200296402, -0.08776033669710159, 0.049385879188776016, -0.043417755514383316, 0.09643281996250153, -0.0783127024769783, -0.14230413734912872, 0.07848436385393143, -0.10932304710149765, -0.11164972931146622, -0.02338106743991375, 0.15519559383392334, 0.020101677626371384, 0.010523131117224693, 0.019290640950202942, 0.051206257194280624, -0.009747345000505447, -0.07172787934541702, 0.04134024679660797, 0.1546679139137268, 0.052483733743429184, 0.07356919348239899, -0.040545668452978134, -0.13101641833782196, -0.06974466145038605, 0.008017722517251968, 0.07731524109840393, 0.29743286967277527, -0.05363664776086807, 0.06632833927869797, 0.16706117987632751, -0.07646945863962173, -0.17035138607025146, -0.020599763840436935, 0.025774283334612846, 0.029738351702690125, 0.042464420199394226, -0.10590638965368271, 0.06297891587018967, 0.05327971279621124, -0.03472359478473663, 0.0921325758099556, -0.32617872953414917, -0.1527879387140274, 0.02596711926162243, 0.051023419946432114, 0.05648285523056984, -0.17350170016288757, -0.11663007736206055, -0.06228833645582199, -0.13794201612472534, 0.021588556468486786, -0.07354909181594849, 0.0626026839017868, -0.023379268124699593, 0.017706146463751793, 0.033188577741384506, -0.054559655487537384, 0.15916557610034943, -0.004250377882272005, 0.013980904594063759, -0.07851684093475342, -0.02388877049088478, 0.1005837470293045, -0.08029761910438538, 0.06969910860061646, -0.04161154851317406, 0.03986755758523941, -0.10801908373832703, -0.022938242182135582, -0.06850995868444443, 0.09262161701917648, -0.05663064122200012, -0.03721053898334503, -0.06948870420455933, 0.07485578209161758, 0.043993037194013596, 0.03652811795473099, 0.019220596179366112, -0.08186005055904388, 0.09245222806930542, 0.27771133184432983, 0.045485470443964005, 0.024231838062405586, -0.07680052518844604, 0.008653227239847183, -0.04395223408937454, 0.03518886864185333, -0.11419616639614105, 0.015411147847771645, 0.09263408184051514, 0.017657486721873283, 0.12564635276794434, 0.01443278044462204, -0.13138072192668915, -0.024996090680360794, 0.09388507157564163, -0.1351761519908905, -0.2511923611164093, -0.047470372170209885, 0.03756507486104965, -0.10550998151302338, 0.03198527544736862, 0.17318536341190338, -0.03036866895854473, -0.0242129098623991, 0.03017241321504116, 0.027770813554525375, -0.08209367096424103, 0.12153217941522598, 0.05827814340591431, 0.06984183937311172, -0.07966454327106476, 0.040762245655059814, 0.08739960193634033, -0.033633749932050705, -0.00030914213857613504, 0.09133520722389221, -0.07789634168148041, -0.09048765897750854, -0.11372623592615128, 0.15494050085544586, -0.08838839828968048, -0.026882071048021317, -0.028669366613030434, -0.058755990117788315, 0.009868085384368896, 0.13556590676307678, 0.02636706829071045, -0.0064787729643285275, 0.026027387008070946, -0.016696294769644737, -0.06619365513324738, 0.08872741460800171, 0.04400385916233063, 0.07199232280254364, -0.07135787606239319, 0.0836019515991211, -0.026345666497945786, 0.03210045397281647, -0.025151418522000313, -0.013338874094188213, -0.12810759246349335, -0.034961555153131485, -0.12656615674495697, -0.045157697051763535, -0.12764443457126617, -0.03887084871530533, -0.007135996129363775, -0.025883551687002182, 0.00723304646089673, 0.027375364676117897, -0.04308200627565384, -0.0673331692814827, -0.04379722476005554, 0.05571110546588898, -0.1507169008255005, -0.019582252949476242, 0.00487534049898386, -0.0634319931268692, 0.07837723940610886, 0.030285442247986794, 0.005586319603025913, -0.026273107156157494, -0.0867108553647995, -0.046780023723840714, 0.01485132984817028, -0.03928030654788017, 0.03364868834614754, -0.1751449555158615, -0.030965182930231094, -0.042747192084789276, -0.06772341579198837, -0.019548485055565834, 0.06036922708153725, -0.08476513624191284, 0.022969137877225876, -0.01809520646929741, 0.02147608995437622, -0.03504354506731033, 0.02886001393198967, 0.012729221023619175, 0.055037979036569595, 0.0634796991944313, -0.04382549971342087, 0.060999494045972824, -0.17652979493141174, -0.030564220622181892, -0.02876238338649273, -0.04081222787499428, 0.009807526133954525, -0.033908549696207047, 0.023585747927427292, -0.017644749954342842, 0.06911247968673706, -0.054639123380184174, -0.020283538848161697, 0.020142534747719765, -0.02974625676870346, 0.023260781541466713, 0.05845201015472412, 0.1773882508277893, 0.02005840092897415, 0.023668022826313972, -0.012247039005160332, 0.10592464357614517, -0.00189236702863127, 0.002957600401714444, 0.0878220871090889, 0.06430840492248535, -0.009459729306399822, 0.01932423934340477, 0.0775836780667305, -0.09378182888031006, -0.004818361718207598, -0.03658897429704666, -0.022072765976190567, 0.045732561498880386, -0.0574212446808815, 0.10465434938669205, 0.1808239370584488, -0.16538682579994202, 0.08615127205848694, 0.01458719838410616, -0.04070228338241577, -0.05850829556584358, -0.09942547976970673, -0.06113317608833313, -0.10604949295520782, -0.027378929778933525, -0.09537799656391144, -0.004259779118001461, -0.024686837568879128, -0.003518983256071806, -0.006297610234469175, 0.1613101363182068, 0.013249019160866737, -0.019298454746603966, -0.0030957628041505814, -0.006474521476775408, -0.009317969903349876, 0.01638360321521759, 0.006434768438339233, 0.03488004952669144, -0.02505401335656643, 0.011766129173338413, 0.04798673465847969, 0.03239631652832031, 0.08192171901464462, -0.003969736862927675, -0.10260353982448578, 0.003144860966131091, 0.03872082382440567, 0.054420966655015945, 0.08453714847564697, 0.039826080203056335, -0.02085796743631363, -0.03864859417080879, 0.09541473537683487, -0.029495684430003166, -0.07204347848892212, -0.06990966945886612, 0.20223331451416016, -0.02651536464691162, 0.020108167082071304, -0.04305710271000862, -0.12261182069778442, 0.01465651299804449, 0.14140178263187408, 0.2521274983882904, -0.0680781751871109, 0.008282633498311043, -0.004143431782722473, 0.010240457020699978, 0.04040193185210228, 0.04824013262987137, 0.017310507595539093, 0.13785094022750854, -0.03971326723694801, 0.10743735730648041, -0.0041083176620304585, -0.06656047701835632, -0.08226082473993301, 0.04863210767507553, -0.016563061624765396, -0.014138370752334595, 0.021709855645895004, 0.1039275974035263, -0.06693719327449799, -0.13481181859970093, 0.01755334623157978, -0.13207215070724487, -0.10374898463487625, -0.08078336715698242, 0.04876139760017395, 0.0343722403049469, 0.09272439777851105, -0.03883790969848633, -0.037518519908189774, 0.1432771235704422, -0.004467351827770472, -0.060784418135881424, -0.094349205493927, 0.004730323329567909, -0.09794153273105621, 0.12382225692272186, -0.030053099617362022, 0.004605201538652182, 0.11168181151151657, -0.014962756074965, -0.17396770417690277, -0.02037893608212471, 0.0429413802921772, -0.061709266155958176, 0.03260261192917824, 0.12101612240076065, -0.001595601555891335, 0.006434438284486532, 0.016611168161034584, -0.18181122839450836, 0.03697320073843002, 0.0432698130607605, -0.0024612711276859045, -0.08997960388660431, 0.05885271355509758, -0.053210627287626266, 0.13997748494148254, 0.12846054136753082, -0.07009212672710419, -0.005764639470726252, -0.013677999377250671, 0.04002843424677849, 0.08784376829862595, 0.16404861211776733, -0.038228850811719894, -0.19010472297668457, 0.05456438660621643, 0.027156105265021324, 0.034181591123342514, -0.26120758056640625, -0.07440940290689468, -0.04119618237018585, 0.0011239126324653625, -0.008407823741436005, 0.15192285180091858, 0.12163984775543213, 0.015069429762661457, -0.00589461624622345, -0.12641514837741852, -0.025655236095190048, 0.12358604371547699, -0.10597968846559525, -0.09314529597759247 ]

[ "peft", "safetensors", "arxiv:1910.09700", "base_model:mistralai/Mistral-7B-v0.1", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\n\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact", "### Framework versions\n\n- PEFT 0.8.2" ]

[ "TAGS\n#peft #safetensors #arxiv-1910.09700 #base_model-mistralai/Mistral-7B-v0.1 #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\n\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact", "### Framework versions\n\n- PEFT 0.8.2" ]

[ 39, 6, 3, 54, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4, 11 ]

[ "passage: TAGS\n#peft #safetensors #arxiv-1910.09700 #base_model-mistralai/Mistral-7B-v0.1 #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\n\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact### Framework versions\n\n- PEFT 0.8.2" ]

[ -0.1183834969997406, 0.20742909610271454, -0.0027766164857894182, 0.031170153990387917, 0.08903266489505768, 0.020854271948337555, 0.05065187066793442, 0.12495780736207962, -0.007957138121128082, 0.10769832134246826, 0.06958344578742981, 0.1073441356420517, 0.1118299663066864, 0.21584655344486237, 0.003195524914190173, -0.1888672262430191, 0.028302302584052086, -0.09191638231277466, 0.0014725149376317859, 0.1252346634864807, 0.14425300061702728, -0.10222998261451721, 0.08299539983272552, -0.014600755646824837, -0.004813432693481445, -0.03867623582482338, -0.06863110512495041, -0.021424872800707817, 0.041663456708192825, 0.039384547621011734, 0.06123008951544762, -0.007549209054559469, 0.09549201279878616, -0.26098740100860596, 0.019118567928671837, 0.04518018662929535, -0.0005562558071687818, 0.09153836965560913, 0.10096275061368942, -0.040710944682359695, 0.11834216117858887, -0.030695084482431412, 0.1382247656583786, 0.08818323910236359, -0.08603429794311523, -0.222237691283226, -0.06751460582017899, 0.09092801809310913, 0.1919034719467163, 0.0758906826376915, -0.03941638767719269, 0.12737147510051727, -0.07373747229576111, 0.020259855315089226, 0.036795515567064285, -0.08705193549394608, -0.06880497187376022, 0.0613609217107296, 0.11637413501739502, 0.06144466623663902, -0.12819324433803558, -0.033286869525909424, 0.028220532462000847, 0.036350738257169724, 0.07687664031982422, 0.010609367862343788, 0.16567255556583405, 0.029619937762618065, -0.14282584190368652, -0.04455285146832466, 0.14058783650398254, 0.02355247735977173, -0.038468096405267715, -0.22727370262145996, -0.006305012386292219, -0.08870121091604233, -0.026895666494965553, -0.05346514657139778, 0.034945011138916016, 0.010135399177670479, 0.11935306340456009, -0.03397192806005478, -0.09437625110149384, -0.019129998981952667, 0.09468598663806915, 0.044679634273052216, 0.02342398464679718, -0.01832767017185688, 0.004839732311666012, 0.12530048191547394, 0.07902758568525314, -0.13228003680706024, -0.05904750898480415, -0.07774799317121506, -0.04350478574633598, -0.03680753335356712, 0.04662545770406723, 0.041363831609487534, 0.056558772921562195, 0.24868208169937134, -0.024964231997728348, 0.06036672368645668, 0.07436611503362656, 0.01748022437095642, 0.048879366368055344, 0.0967949777841568, -0.05390442907810211, -0.16431604325771332, -0.011419018730521202, 0.095268614590168, -0.0022603075485676527, -0.026879843324422836, -0.0521060936152935, 0.04178658872842789, 0.03344450891017914, 0.11102163791656494, 0.10734216123819351, -0.012891136109828949, -0.07854010909795761, -0.06334539502859116, 0.2183830887079239, -0.15354470908641815, 0.04570149630308151, 0.023202408105134964, -0.00846119225025177, -0.04148246347904205, 0.009525439701974392, 0.01699533499777317, -0.02883153222501278, 0.08118501305580139, -0.06973332166671753, -0.04163910821080208, -0.12364456802606583, -0.027692869305610657, 0.027813255786895752, 0.009365303441882133, -0.0376647412776947, -0.03699357807636261, -0.07597199827432632, -0.09727269411087036, 0.10678816586732864, -0.05990619212388992, -0.05695584416389465, -0.029436428099870682, -0.09243617951869965, 0.02609911933541298, 0.027116497978568077, 0.07952211052179337, -0.02819264680147171, 0.04278073459863663, -0.01563258282840252, 0.06333041191101074, 0.07530862838029861, 0.03135751932859421, -0.06916731595993042, 0.06290794163942337, -0.19186115264892578, 0.07947604358196259, -0.07869263738393784, 0.03444942831993103, -0.1632116138935089, -0.010673110373318195, 0.018646586686372757, 0.02216050773859024, 0.0313272550702095, 0.16148394346237183, -0.2176164984703064, -0.027982043102383614, 0.15353401005268097, -0.10318467766046524, -0.12021436542272568, 0.03490645810961723, -0.04180620238184929, 0.16506166756153107, 0.025209544226527214, -0.007217139005661011, 0.10207764059305191, -0.15925435721874237, -0.02731713093817234, -0.019589988514780998, -0.004574028309434652, 0.08344927430152893, 0.08711781352758408, -0.08512625843286514, 0.021475914865732193, 0.014767141081392765, -0.054472655057907104, -0.02015424519777298, -0.04345448687672615, -0.1064940094947815, 0.007435175124555826, -0.08290140330791473, 0.02020842209458351, -0.0051584988832473755, -0.09090625494718552, -0.0037510076072067022, -0.15892082452774048, -0.043826088309288025, 0.08725932985544205, 0.0046254671178758144, -0.024423329159617424, -0.10369754582643509, 0.04850742965936661, -0.03620379418134689, -0.022718295454978943, -0.13963979482650757, -0.022844230756163597, 0.017122730612754822, -0.13692575693130493, -0.01125720888376236, -0.11598334461450577, 0.0670599564909935, 0.013581031933426857, -0.05521382763981819, -0.04367818310856819, 0.000739961804356426, 0.007031905930489302, -0.054127614945173264, -0.2412952184677124, -0.031124528497457504, -0.05051373317837715, 0.15073709189891815, -0.22133497893810272, 0.04098600894212723, 0.036479558795690536, 0.1285037398338318, 0.0022590854205191135, -0.06613534688949585, 0.02612355351448059, -0.07332739233970642, -0.027123013511300087, -0.07436657696962357, -0.0033174282871186733, -0.00462909834459424, -0.03693467378616333, 0.01903134025633335, -0.11942192167043686, -0.04531928524374962, 0.10010810196399689, 0.06513889133930206, -0.1513224095106125, -0.0012733677867799997, -0.04002800211310387, -0.061432674527168274, -0.07503201812505722, -0.06797978281974792, 0.09308979660272598, 0.054425112903118134, 0.03903114050626755, -0.07206162065267563, -0.07441098242998123, 0.010207475163042545, -0.02158190682530403, -0.018640005961060524, 0.11204289644956589, 0.07269247621297836, -0.10576929897069931, 0.0962376743555069, 0.07909242808818817, 0.035353753715753555, 0.08326152712106705, -0.024962658062577248, -0.10413416475057602, -0.031976912170648575, 0.046198148280382156, 0.011392167769372463, 0.1693762242794037, -0.06003563478589058, 0.05524156615138054, 0.04670818895101547, -0.03831230476498604, 0.04643399268388748, -0.09131539613008499, 0.010845128446817398, 0.007864139042794704, -0.01335135381668806, 0.022520827129483223, -0.0254165381193161, 0.007361193187534809, 0.0786077231168747, 0.0539223812520504, 0.03127980977296829, 0.024621913209557533, -0.033963412046432495, -0.13678640127182007, 0.18149366974830627, -0.0997982919216156, -0.23710253834724426, -0.16252924501895905, 0.062460482120513916, 0.05301901325583458, -0.015320884063839912, 0.018555719405412674, -0.056046027690172195, -0.10753974318504333, -0.08406788855791092, 0.001652042381465435, 0.030973030254244804, -0.05634605139493942, -0.06694697588682175, 0.04430199787020683, 0.04278947785496712, -0.12326563149690628, 0.03309953585267067, 0.06200776249170303, -0.017574438825249672, -0.0025510513223707676, 0.059437934309244156, 0.08881998062133789, 0.1861894577741623, -0.004441229626536369, -0.0008811294101178646, 0.05996870994567871, 0.2765589952468872, -0.1542828530073166, 0.12073376774787903, 0.13205838203430176, -0.0685679167509079, 0.07705508172512054, 0.19051066040992737, 0.03238896653056145, -0.09608376771211624, 0.023322083055973053, 0.025054125115275383, -0.019881626591086388, -0.26405858993530273, -0.05520988628268242, -0.014462905935943127, -0.08849572390317917, 0.0730191171169281, 0.08984769135713577, 0.0792616754770279, 0.03815372288227081, -0.06848595291376114, -0.09945504367351532, 0.03200205788016319, 0.10539006441831589, -0.03158096596598625, 0.006668194197118282, 0.08291152864694595, -0.03933289274573326, 0.012880703434348106, 0.09598347544670105, -0.013516563922166824, 0.15916083753108978, 0.05608425661921501, 0.10950315743684769, 0.08021804690361023, 0.09446943551301956, -0.004008279647678137, 0.03583981841802597, 0.016585970297455788, 0.025277771055698395, 0.016266675665974617, -0.08617854863405228, 0.022495446726679802, 0.11337926983833313, 0.037389494478702545, 0.03393547609448433, 0.02177090011537075, -0.043105076998472214, 0.04717900976538658, 0.1909453272819519, 0.015391777269542217, -0.2099539041519165, -0.08289680629968643, 0.06184986233711243, -0.07904492318630219, -0.14616385102272034, -0.012439094483852386, 0.03603043779730797, -0.1615215539932251, 0.020505623891949654, -0.04017218202352524, 0.10288477689027786, -0.09240724891424179, -0.04146772250533104, 0.10801523178815842, 0.06022011488676071, -0.01889817602932453, 0.04810130223631859, -0.1769135296344757, 0.11925388872623444, 0.030122265219688416, 0.07654160261154175, -0.08515608310699463, 0.10271098464727402, 0.0007906968239694834, -0.00665543507784605, 0.16565527021884918, 0.005547243636101484, -0.050620220601558685, -0.08170520514249802, -0.1016436442732811, -0.011093489825725555, 0.08899571001529694, -0.13754256069660187, 0.0727844089269638, -0.02748214453458786, -0.031885601580142975, -0.003533157054334879, -0.08972480893135071, -0.1329263150691986, -0.16545189917087555, 0.055053386837244034, -0.09661062806844711, 0.027115747332572937, -0.08782598376274109, -0.05660643428564072, 0.00799628533422947, 0.17664504051208496, -0.2317260056734085, -0.10555265098810196, -0.15078307688236237, -0.1111869364976883, 0.16057056188583374, -0.04226185753941536, 0.08552917093038559, 0.0013611597241833806, 0.1623169630765915, 0.014227575622498989, -0.014565134420990944, 0.09890291839838028, -0.09419982880353928, -0.19082008302211761, -0.055817827582359314, 0.16144022345542908, 0.14443270862102509, 0.030673038214445114, -0.013964084908366203, 0.030853023752570152, -0.059600673615932465, -0.12124037742614746, 0.025276996195316315, 0.1689106822013855, 0.0769883245229721, -0.018381623551249504, -0.02301965467631817, -0.11455483734607697, -0.053210966289043427, -0.042564522475004196, -0.010667209513485432, 0.1931696981191635, -0.07344937324523926, 0.1579800695180893, 0.11418246477842331, -0.05693782866001129, -0.20865420997142792, 0.036892201751470566, 0.04712158441543579, 0.020612439140677452, 0.042597442865371704, -0.18386881053447723, 0.0878836140036583, -0.008954170159995556, -0.07746521383523941, 0.166315495967865, -0.1683882772922516, -0.13912169635295868, 0.10278742760419846, 0.03224785253405571, -0.21826916933059692, -0.13538828492164612, -0.09957818686962128, -0.02297614887356758, -0.13864170014858246, 0.050590354949235916, 0.00660735322162509, 0.006142855156213045, 0.020375052466988564, 0.00895820464938879, 0.02682218700647354, -0.051024600863456726, 0.2102944701910019, -0.02922038361430168, 0.0055453041568398476, -0.04943503066897392, -0.08704029768705368, 0.02881244756281376, -0.050295453518629074, 0.10723739117383957, -0.005207717884331942, 0.02871420979499817, -0.1633421927690506, -0.039394889026880264, -0.05185773968696594, 0.026772763580083847, -0.09142042696475983, -0.08770336955785751, -0.040789857506752014, 0.09288335591554642, 0.09717994183301926, -0.02762899361550808, 0.0017936021322384477, -0.08863390237092972, 0.062175288796424866, 0.20695768296718597, 0.19493184983730316, 0.06505332887172699, -0.060993775725364685, 0.017765827476978302, -0.03394260257482529, 0.04802772030234337, -0.22288960218429565, 0.042066577821969986, 0.05640330910682678, 0.018053120002150536, 0.07446220517158508, -0.010481945239007473, -0.15108521282672882, -0.07214976847171783, 0.08502830564975739, -0.05493681877851486, -0.17170755565166473, -0.02892400324344635, 0.02232007496058941, -0.2053321748971939, -0.036440230906009674, 0.02804843708872795, -0.019437525421380997, -0.038944169878959656, 0.021770400926470757, 0.08297166973352432, -0.023885417729616165, 0.10164850950241089, 0.08426057547330856, 0.0935794785618782, -0.10206243395805359, 0.0666283369064331, 0.07258205860853195, -0.036309096962213516, 0.027630191296339035, 0.11338763684034348, -0.050002921372652054, -0.037385493516922, 0.08211150020360947, 0.10116638988256454, 0.01970786787569523, -0.055927738547325134, 0.010890450328588486, -0.04984132573008537, 0.057539839297533035, 0.0982631966471672, 0.02760174684226513, 0.004176247399300337, 0.06015210971236229, 0.031188610941171646, -0.08809693902730942, 0.1121167466044426, 0.060682568699121475, 0.017758246511220932, -0.056186869740486145, -0.040263913571834564, -0.012254690751433372, -0.01796799898147583, -0.02079206146299839, -0.004200715105980635, -0.08453597128391266, -0.008143617771565914, -0.11204244196414948, 0.02277447283267975, -0.08099422603845596, 0.0073992349207401276, 0.02875608205795288, -0.049593597650527954, 0.0016304580494761467, 0.0029011645819991827, -0.07077602297067642, -0.052519042044878006, -0.013992511667311192, 0.08056823909282684, -0.1321365088224411, 0.040336549282073975, 0.07141830027103424, -0.10375328361988068, 0.07155653834342957, -0.006176164373755455, 0.009193453937768936, 0.002318075392395258, -0.15097932517528534, 0.05596034601330757, -0.02464899979531765, -0.011370536871254444, 0.018182964995503426, -0.20031599700450897, -0.008931491523981094, -0.03957662358880043, -0.06547735631465912, 0.00810252409428358, -0.01037224568426609, -0.11991719156503677, 0.10002895444631577, 0.0012385984882712364, -0.05972614139318466, -0.02588493563234806, 0.038653552532196045, 0.10526088625192642, -0.02006828412413597, 0.13443951308727264, -0.023089906200766563, 0.0720728188753128, -0.17366690933704376, -0.0072719631716609, -0.013170414604246616, 0.04640962556004524, -0.030156714841723442, -0.029157394543290138, 0.05832619220018387, -0.02269207127392292, 0.17058154940605164, -0.014889555983245373, 0.06483219563961029, 0.05367014929652214, 0.01508759893476963, 0.02084621600806713, 0.08145510405302048, 0.0624440498650074, -0.007549806032329798, -0.00018929487850982696, 0.03571739047765732, -0.003999083302915096, -0.0463390126824379, -0.1620538979768753, 0.05907803401350975, 0.1557215005159378, 0.05514475703239441, 0.026682721450924873, 0.019424960017204285, -0.11624514311552048, -0.08492741733789444, 0.11853042989969254, -0.023972921073436737, -0.03382570296525955, -0.06951550394296646, 0.17666970193386078, 0.1414175033569336, -0.20045487582683563, 0.06796000152826309, -0.05408625677227974, -0.04691985994577408, -0.138485848903656, -0.1751890331506729, -0.05696193501353264, -0.05076027289032936, -0.0278413575142622, -0.06037747114896774, 0.04975052922964096, 0.04669877514243126, 0.002541154623031616, -0.017237212508916855, 0.09971478581428528, 0.017870595678687096, -0.02489265613257885, 0.04440070316195488, 0.06545340269804001, 0.03846144676208496, -0.09300139546394348, 0.00909030344337225, 0.0005328955012373626, 0.01670190878212452, 0.06730471551418304, 0.01942395605146885, -0.06144768372178078, 0.023188015446066856, -0.019585926085710526, -0.12319210916757584, 0.03978560119867325, -0.012352676130831242, -0.041236717253923416, 0.1507338285446167, 0.03712329640984535, 0.0078100948594510555, -0.01975308731198311, 0.22563405334949493, -0.08297749608755112, -0.07202490419149399, -0.14659233391284943, 0.06487001478672028, -0.0685129389166832, 0.03248436748981476, 0.03321433812379837, -0.12164822220802307, 0.010008960030972958, 0.16153685748577118, 0.1291239857673645, -0.011906479485332966, 0.01010078564286232, 0.04479677975177765, 0.004458074923604727, -0.0404149629175663, 0.021912990137934685, 0.047923360019922256, 0.17031338810920715, -0.07100646942853928, 0.06461575627326965, -0.010348617099225521, -0.08455192297697067, -0.01674129255115986, 0.09773565828800201, -0.009891623631119728, 0.00023690046509727836, -0.06488030403852463, 0.14471815526485443, -0.077003613114357, -0.21166418492794037, 0.06401974707841873, -0.06166497617959976, -0.14004746079444885, -0.04179197922348976, 0.03709980845451355, -0.018398797139525414, 0.004521635826677084, 0.07275235652923584, -0.045169420540332794, 0.19359338283538818, 0.03659353032708168, -0.05310339853167534, -0.08720626682043076, 0.05570436641573906, -0.1535743772983551, 0.2795950770378113, 0.021155524998903275, 0.04611269384622574, 0.10755206644535065, -0.018405981361865997, -0.15049153566360474, 0.010343696922063828, 0.10525300353765488, -0.07039621472358704, 0.06118523329496384, 0.1714954972267151, 0.0017584217712283134, 0.12725940346717834, 0.0565824955701828, -0.05275269225239754, 0.03368568420410156, -0.09518587589263916, -0.0474039688706398, -0.11099549382925034, 0.0816807970404625, -0.08269947022199631, 0.16161401569843292, 0.11424132436513901, -0.07094498723745346, -0.0004952675080858171, -0.017796190455555916, 0.08706329017877579, 0.010380477644503117, 0.11410491913557053, 0.013612957671284676, -0.1890621781349182, 0.03326265886425972, 0.010168222710490227, 0.10695324838161469, -0.1839674711227417, -0.05563795566558838, 0.04116051644086838, -0.020929260179400444, -0.08038648962974548, 0.11798729002475739, 0.03677551448345184, 0.03299114480614662, -0.0386258140206337, -0.036545708775520325, 0.008048417046666145, 0.1432558298110962, -0.11099503934383392, -0.012981408275663853 ]

[ "peft", "safetensors", "generated_from_trainer", "base_model:codellama/CodeLlama-7b-Instruct-hf", "license:llama2", "region:us" ]

[]

[]

[ "# codellama-7b-instruct-ffmperative-top1k-neft\n\nThis model is a fine-tuned version of codellama/CodeLlama-7b-Instruct-hf on an unknown dataset.", "## Model description\n\nMore information needed", "## Intended uses & limitations\n\nMore information needed", "## Training and evaluation data\n\nMore information needed", "## Training procedure", "### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 1.41e-05\n- train_batch_size: 1\n- eval_batch_size: 8\n- seed: 42\n- gradient_accumulation_steps: 2\n- total_train_batch_size: 2\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- num_epochs: 5", "### Training results", "### Framework versions\n\n- PEFT 0.7.1\n- Transformers 4.36.1\n- Pytorch 2.1.0+cu118\n- Datasets 2.15.0\n- Tokenizers 0.15.0" ]

[ "TAGS\n#peft #safetensors #generated_from_trainer #base_model-codellama/CodeLlama-7b-Instruct-hf #license-llama2 #region-us \n", "# codellama-7b-instruct-ffmperative-top1k-neft\n\nThis model is a fine-tuned version of codellama/CodeLlama-7b-Instruct-hf on an unknown dataset.", "## Model description\n\nMore information needed", "## Intended uses & limitations\n\nMore information needed", "## Training and evaluation data\n\nMore information needed", "## Training procedure", "### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 1.41e-05\n- train_batch_size: 1\n- eval_batch_size: 8\n- seed: 42\n- gradient_accumulation_steps: 2\n- total_train_batch_size: 2\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- num_epochs: 5", "### Training results", "### Framework versions\n\n- PEFT 0.7.1\n- Transformers 4.36.1\n- Pytorch 2.1.0+cu118\n- Datasets 2.15.0\n- Tokenizers 0.15.0" ]

[ 48, 53, 6, 12, 8, 3, 114, 4, 39 ]

[ "passage: TAGS\n#peft #safetensors #generated_from_trainer #base_model-codellama/CodeLlama-7b-Instruct-hf #license-llama2 #region-us \n# codellama-7b-instruct-ffmperative-top1k-neft\n\nThis model is a fine-tuned version of codellama/CodeLlama-7b-Instruct-hf on an unknown dataset.## Model description\n\nMore information needed## Intended uses & limitations\n\nMore information needed## Training and evaluation data\n\nMore information needed## Training procedure### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 1.41e-05\n- train_batch_size: 1\n- eval_batch_size: 8\n- seed: 42\n- gradient_accumulation_steps: 2\n- total_train_batch_size: 2\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- num_epochs: 5### Training results### Framework versions\n\n- PEFT 0.7.1\n- Transformers 4.36.1\n- Pytorch 2.1.0+cu118\n- Datasets 2.15.0\n- Tokenizers 0.15.0" ]

[ -0.1127040684223175, 0.1587352156639099, -0.0033179298043251038, 0.09353499859571457, 0.12558814883232117, 0.033311158418655396, 0.09851214289665222, 0.1307719498872757, -0.07402623444795609, 0.09115403890609741, 0.04288405179977417, 0.06313496083021164, 0.06344921141862869, 0.1673576980829239, -0.054787468165159225, -0.15117062628269196, 0.008640722371637821, -0.021792324259877205, -0.013153084553778172, 0.10254846513271332, 0.10565640032291412, -0.10688301175832748, 0.05541972443461418, 0.00009154334111372009, -0.1439518928527832, 0.016055714339017868, -0.02267700992524624, -0.019268875941634178, 0.1050531417131424, -0.022546473890542984, 0.14331547915935516, 0.010787379927933216, 0.14276833832263947, -0.2241719365119934, -0.008488809689879417, 0.0917762890458107, 0.022356389090418816, 0.07370276749134064, 0.04012139141559601, -0.004395361058413982, 0.04184336215257645, -0.12193136662244797, 0.09178531169891357, 0.0024378944654017687, -0.09452439099550247, -0.13567553460597992, -0.10796501487493515, 0.00985108781605959, 0.13321183621883392, 0.08744406700134277, 0.007439553737640381, 0.1291373074054718, -0.07302345335483551, 0.06498508155345917, 0.18021094799041748, -0.2526865005493164, -0.0462610237300396, 0.0853518396615982, 0.022217342630028725, 0.08233585953712463, -0.08824477344751358, -0.05097338184714317, 0.07900208234786987, 0.02519838511943817, 0.10962595790624619, 0.00339142931625247, -0.1032138243317604, -0.016646984964609146, -0.12407489866018295, -0.04946286603808403, 0.09954026341438293, 0.03594077378511429, -0.04729592055082321, -0.08946996182203293, -0.0879545733332634, -0.14599134027957916, -0.00525688985362649, -0.026986241340637207, 0.04212406277656555, -0.034504879266023636, 0.003792987670749426, -0.014233512803912163, -0.07089918106794357, -0.06473216414451599, 0.025597088038921356, 0.07391766458749771, 0.03471226245164871, 0.024449171498417854, -0.03298962116241455, 0.12060068547725677, 0.0038092038594186306, -0.1404038667678833, -0.0024030180647969246, 0.027229100465774536, -0.06081492826342583, -0.053149089217185974, -0.04946359246969223, -0.007664450444281101, -0.0017652525566518307, 0.14756645262241364, -0.07764612138271332, 0.0727214515209198, -0.019154969602823257, 0.0001946883712662384, -0.041939351707696915, 0.11773844808340073, -0.018739189952611923, -0.03646364063024521, 0.02493586204946041, 0.14248399436473846, 0.0542338602244854, -0.02502296306192875, -0.08690108358860016, -0.025002101436257362, 0.09232845902442932, 0.058732569217681885, -0.07561887800693512, 0.0006064219051040709, -0.0762641504406929, -0.014870639890432358, 0.047059204429388046, -0.15712976455688477, 0.044644683599472046, 0.011337115429341793, -0.056114692240953445, -0.09013871848583221, 0.015490184538066387, 0.02272307127714157, -0.01870565302670002, 0.07757311314344406, -0.06662002205848694, 0.012063153088092804, -0.09860794991254807, -0.057312652468681335, 0.013856629841029644, -0.11050815135240555, -0.01533668301999569, -0.05697514861822128, -0.19743353128433228, -0.04166075214743614, 0.037546899169683456, -0.06316634267568588, -0.020204070955514908, -0.0666562169790268, -0.08811847120523453, 0.009467912837862968, -0.006873388774693012, 0.08011195808649063, -0.05735907331109047, 0.07744110375642776, 0.007954557426273823, 0.03960322216153145, 0.011938151903450489, 0.016183974221348763, -0.07137012481689453, 0.03825605288147926, -0.15356974303722382, 0.0596492774784565, -0.061764828860759735, 0.004402884282171726, -0.09738606214523315, -0.07512674480676651, 0.016666123643517494, -0.019976701587438583, 0.08830751478672028, 0.1190657839179039, -0.2349756509065628, 0.005338367540389299, 0.1863531768321991, -0.09374155104160309, -0.08292359858751297, 0.08461306989192963, -0.07540613412857056, 0.03521418571472168, 0.03536548092961311, 0.17162486910820007, 0.08138114213943481, -0.15668825805187225, -0.0013545617694035172, -0.010875780135393143, 0.10252316296100616, 0.003928651567548513, 0.0498141273856163, -0.02405453845858574, 0.06950544565916061, -0.006291630677878857, -0.051169417798519135, -0.03693705424666405, -0.05822988227009773, -0.09753893315792084, -0.04941114783287048, -0.08302043378353119, 0.0281679667532444, 0.0351446270942688, 0.022767482325434685, -0.08055062592029572, -0.09714622795581818, 0.039182212203741074, 0.1319827437400818, -0.07835093885660172, 0.019672920927405357, -0.07362625002861023, 0.0638461783528328, -0.01909412257373333, -0.05927194282412529, -0.1798965483903885, -0.07266683131456375, 0.0461280457675457, -0.03800053894519806, -0.04112803936004639, -0.0006040933076292276, 0.04756975173950195, 0.07730378955602646, -0.04148530215024948, -0.026416240260004997, -0.1020093634724617, -0.0036438042297959328, -0.0981641486287117, -0.1753876805305481, -0.05061472952365875, -0.03763831779360771, 0.22970448434352875, -0.2442687302827835, 0.02114851586520672, 0.0019203010015189648, 0.15343914926052094, 0.03208450227975845, -0.06954631209373474, -0.022067513316869736, 0.048929400742053986, -0.020682763308286667, -0.09128741919994354, 0.0315355621278286, 0.00031618651701137424, -0.058566320687532425, -0.1079862043261528, -0.13910257816314697, 0.040816012769937515, 0.08591287583112717, 0.056677013635635376, -0.08631737530231476, -0.006809606216847897, -0.04423404857516289, -0.016908349469304085, -0.08689450472593307, -0.02056208625435829, 0.17413562536239624, 0.004680078476667404, 0.13966429233551025, -0.09752334654331207, -0.07738273590803146, -0.00019787823839578778, -0.003531886264681816, 0.019578171893954277, 0.06765839457511902, 0.08844342827796936, -0.051312949508428574, 0.08827157318592072, 0.12634356319904327, -0.05196121335029602, 0.13664156198501587, -0.06909312307834625, -0.08105126023292542, -0.026848122477531433, 0.03011445142328739, -0.012485562823712826, 0.1282113790512085, -0.04697804898023605, 0.020573478192090988, 0.0147578539326787, 0.013335388153791428, 0.028927279636263847, -0.21508720517158508, -0.018614772707223892, 0.023253779858350754, -0.05887066200375557, -0.02252127230167389, -0.05554845184087753, 0.03410844877362251, 0.08038211613893509, -0.0073113227263092995, -0.06663244962692261, 0.017659826204180717, -0.03787004202604294, -0.09409748762845993, 0.1801055669784546, -0.11405970901250839, -0.1091848760843277, -0.0977090448141098, 0.0769803524017334, -0.009800612926483154, -0.022938577458262444, -0.008214115165174007, -0.07510256767272949, -0.041580043733119965, -0.1381412297487259, -0.06540541350841522, 0.012528182938694954, -0.038134608417749405, 0.09892722964286804, 0.013842672109603882, 0.08833891898393631, -0.1410575956106186, 0.0007333832909353077, -0.013615266419947147, -0.08557167649269104, 0.014890512451529503, 0.05606226623058319, 0.09294295310974121, 0.1498291790485382, -0.024706397205591202, 0.02177651971578598, -0.02301877737045288, 0.250980019569397, -0.088099405169487, -0.0017488084267824888, 0.11228132992982864, -0.03690000995993614, 0.06708215177059174, 0.16076242923736572, 0.03175397217273712, -0.12020312249660492, 0.013663649559020996, 0.04741772264242172, -0.011970741674304008, -0.22629106044769287, -0.04115493595600128, -0.018853681161999702, -0.08197040110826492, 0.06911873817443848, 0.014063652604818344, -0.014578623697161674, 0.025467056781053543, -0.009145336225628853, 0.028240935876965523, -0.003937955480068922, 0.05964088439941406, 0.023529017344117165, 0.05413007363677025, 0.08450443297624588, -0.02906673215329647, -0.032207783311605453, 0.0389564111828804, 0.02983955480158329, 0.22686603665351868, -0.04203260317444801, 0.09540076553821564, 0.03425957262516022, 0.17237484455108643, -0.04005444049835205, 0.04025954008102417, -0.020537085831165314, -0.00318721542134881, -0.014783261343836784, -0.06650495529174805, -0.04787128418684006, 0.03381470963358879, -0.08086651563644409, 0.052668794989585876, -0.07853100448846817, 0.029659107327461243, 0.02706134133040905, 0.2357182502746582, 0.09148268401622772, -0.29633215069770813, -0.022369904443621635, 0.030578890815377235, -0.0073600029572844505, -0.05101419985294342, 0.01083679310977459, 0.15122942626476288, -0.10268421471118927, 0.06786541640758514, -0.05872856453061104, 0.06813846528530121, -0.03906496614217758, 0.010008546523749828, 0.049999915063381195, 0.0864972248673439, 0.004293267149478197, 0.062239211052656174, -0.1842087209224701, 0.21777772903442383, 0.034493595361709595, 0.12387342005968094, -0.06978542357683182, 0.034352708607912064, -0.001014975132420659, 0.043450210243463516, 0.09510812163352966, -0.007342906668782234, -0.026734378188848495, -0.1944519430398941, -0.06490378826856613, 0.044322311878204346, 0.12042480707168579, -0.054805904626846313, 0.10046937316656113, -0.02315487712621689, 0.0060476940125226974, 0.043335795402526855, -0.05918264389038086, -0.11924760788679123, -0.1178794652223587, 0.02377655729651451, 0.015873799100518227, -0.060115084052085876, -0.08598652482032776, -0.08109872788190842, -0.04719313606619835, 0.11295480281114578, -0.03116549924015999, -0.05361028015613556, -0.11823970079421997, 0.03755686432123184, 0.10767301917076111, -0.047243501991033554, 0.04806354269385338, 0.049619611352682114, 0.11869550496339798, 0.01359181571751833, -0.05552653595805168, 0.05131286382675171, -0.0557737872004509, -0.17746004462242126, -0.07788056880235672, 0.14675813913345337, 0.04553704336285591, 0.04113134369254112, 0.01683485321700573, 0.035106025636196136, 0.045258112251758575, -0.07639604061841965, 0.013103281147778034, 0.08895869553089142, 0.110801562666893, 0.05051072686910629, -0.06601754575967789, -0.0009090063394978642, -0.03490910306572914, -0.0302866380661726, 0.09864681959152222, 0.25953346490859985, -0.0873764380812645, 0.057733163237571716, 0.02609742246568203, -0.08252278715372086, -0.16974811255931854, 0.05331167206168175, 0.11594925075769424, 0.02739536762237549, 0.06960740685462952, -0.1521211713552475, 0.09468846768140793, 0.1113930270075798, -0.0335867702960968, 0.07953154295682907, -0.3456211984157562, -0.12051984667778015, 0.021297425031661987, 0.12261775881052017, 0.0012152452254667878, -0.12021563947200775, -0.03954412043094635, -0.031189559027552605, -0.1871991604566574, 0.09931715577840805, -0.12788952887058258, 0.07655608654022217, 0.007075618486851454, 0.07649637013673782, 0.030102647840976715, -0.046115413308143616, 0.14553529024124146, 0.04027595743536949, 0.10845436155796051, -0.040929097682237625, 0.012737144716084003, 0.06319037824869156, -0.07191427052021027, 0.03203333169221878, -0.03663079813122749, 0.06603621691465378, -0.15298378467559814, -0.0016738951671868563, -0.06940034031867981, 0.0252595953643322, -0.07071727514266968, -0.0510433204472065, -0.05536716431379318, 0.04417422041296959, 0.08183415979146957, -0.032746586948633194, 0.06251899152994156, 0.0465010404586792, 0.11341876536607742, 0.13009603321552277, 0.08379765599966049, -0.02968626841902733, -0.027285145595669746, 0.003962397575378418, -0.008221565745770931, 0.0402783639729023, -0.1382300704717636, 0.049209050834178925, 0.11623519659042358, 0.05060392990708351, 0.13665039837360382, 0.030864231288433075, -0.061552196741104126, 0.002983245300129056, 0.04459312930703163, -0.12238438427448273, -0.10363584011793137, 0.019404195249080658, -0.026123782619833946, -0.12041214853525162, 0.023292139172554016, 0.12387917190790176, -0.02808702178299427, -0.014111085794866085, -0.026932423934340477, 0.03673148527741432, -0.005320918280631304, 0.1725241243839264, 0.056945376098155975, 0.06845549494028091, -0.08374714851379395, 0.10303046554327011, 0.07260151207447052, -0.03080294281244278, 0.060171324759721756, 0.021840279921889305, -0.09333785623311996, -0.001706317882053554, 0.0701790526509285, 0.1946176439523697, -0.0016125242691487074, -0.044021498411893845, -0.11378978192806244, -0.07498198002576828, 0.023019786924123764, 0.1425328254699707, 0.06393064558506012, -0.006236105225980282, 0.00589512474834919, 0.007044053170830011, -0.13523636758327484, 0.09909923374652863, 0.03062562085688114, 0.07108546793460846, -0.13231545686721802, 0.14579185843467712, 0.00190101214684546, -0.00034720153780654073, -0.007648391183465719, 0.05644247680902481, -0.0794297382235527, -0.007966670207679272, -0.10387913882732391, 0.02508450113236904, -0.0028674756176769733, 0.005037748254835606, -0.009339368902146816, -0.019969558343291283, -0.043995216488838196, 0.04290907829999924, -0.07351138442754745, -0.05323813855648041, -0.004245967138558626, 0.0392875000834465, -0.14199325442314148, -0.025801420211791992, 0.01937691867351532, -0.10695260018110275, 0.0752519816160202, 0.014556040056049824, 0.03471814841032028, 0.03901493549346924, -0.13543306291103363, -0.0025545251555740833, 0.04444753751158714, 0.029899433255195618, 0.05486259609460831, -0.0802517756819725, -0.011691564694046974, -0.025712355971336365, 0.024628790095448494, 0.017551610246300697, 0.0688207745552063, -0.11990649253129959, -0.020438021048903465, -0.03706638514995575, -0.06988692283630371, -0.04265296086668968, 0.05430208146572113, 0.10514029860496521, 0.0020913672633469105, 0.16790395975112915, -0.06631486117839813, 0.056338146328926086, -0.21295303106307983, -0.05912761017680168, 0.008143180049955845, 0.0012640225468203425, -0.1151624545454979, -0.030003078281879425, 0.07808055728673935, -0.08346069604158401, 0.10301364213228226, 0.006256053689867258, 0.0962161272764206, 0.017671989277005196, -0.05900102108716965, -0.004131995607167482, 0.017688151448965073, 0.16635531187057495, 0.049756359308958054, -0.014832771383225918, 0.07804320752620697, -0.03989466279745102, 0.0698884129524231, 0.07001890987157822, 0.17225122451782227, 0.16809424757957458, -0.013065543957054615, 0.06791768223047256, 0.04880106449127197, -0.12869977951049805, -0.11253941059112549, 0.10521236807107925, -0.037125881761312485, 0.0906464010477066, -0.03874519094824791, 0.17009633779525757, 0.07186067849397659, -0.20230266451835632, 0.02931094914674759, -0.07025917619466782, -0.10574940592050552, -0.11797010153532028, -0.024868786334991455, -0.08905861526727676, -0.10359561443328857, 0.028133835643529892, -0.12320759147405624, 0.04934383183717728, 0.15420401096343994, -0.013045867905020714, 0.0029094326309859753, 0.14946924149990082, -0.0049214609898626804, 0.018615614622831345, 0.04892602562904358, 0.048313409090042114, 0.02913678251206875, -0.05176357924938202, -0.07183193415403366, 0.05475332960486412, 0.010474896058440208, 0.07753980159759521, -0.05608418956398964, 0.02261611819267273, 0.018174702301621437, -0.004719477612525225, -0.07072843611240387, 0.03784773498773575, -0.0010529410792514682, 0.05365750566124916, 0.03502775356173515, 0.06429920345544815, 0.030832862481474876, -0.035801976919174194, 0.2405073046684265, -0.0653916448354721, -0.07998613268136978, -0.1330135315656662, 0.18227550387382507, 0.04299980029463768, 0.014199439436197281, 0.0773371011018753, -0.1504981368780136, -0.004240228794515133, 0.1432565599679947, 0.10513147711753845, -0.11212999373674393, -0.009899227879941463, -0.015579734928905964, -0.00710415281355381, -0.0440182127058506, 0.12283534556627274, 0.09929583221673965, 0.03399280831217766, -0.04988051950931549, -0.03756197914481163, -0.015828784555196762, -0.020399682223796844, -0.07050761580467224, 0.06828375160694122, -0.024724742397665977, 0.012856456451117992, -0.026480427011847496, 0.04972933977842331, 0.06045186519622803, -0.18402625620365143, 0.06767912954092026, -0.21557848155498505, -0.18971660733222961, 0.00730799650773406, 0.09258195012807846, -0.03250735625624657, 0.04031805321574211, -0.018251953646540642, -0.014387080445885658, 0.15691760182380676, -0.03245966136455536, -0.01486028078943491, -0.09045187383890152, 0.04053851589560509, -0.16680200397968292, 0.2474053055047989, 0.004087560344487429, 0.09848696738481522, 0.10500502586364746, 0.02405587024986744, -0.08982604742050171, 0.07115486264228821, 0.09399577230215073, -0.01594213955104351, 0.0012486252235248685, 0.14538802206516266, -0.0575217679142952, 0.07566804438829422, 0.07756388187408447, -0.12257535755634308, -0.00027580762980505824, 0.018245650455355644, -0.049843866378068924, -0.08822489529848099, -0.02323250286281109, -0.07512768357992172, 0.1442970186471939, 0.1898452788591385, -0.03706180304288864, 0.04112277552485466, -0.04083796963095665, 0.04129646718502045, 0.03909654542803764, 0.08880605548620224, -0.020633617416024208, -0.217718705534935, 0.03619813919067383, 0.05059153586626053, 0.01784687489271164, -0.20698504149913788, -0.06739513576030731, 0.04395430162549019, -0.06760891526937485, -0.09138421714305878, 0.10773269087076187, 0.05165952444076538, 0.04136073589324951, -0.03544887527823448, -0.09506413340568542, -0.06023444980382919, 0.14502428472042084, -0.12230923771858215, -0.06411369889974594 ]

[ "FrozenLake-v1-4x4-no_slippery", "q-learning", "reinforcement-learning", "custom-implementation", "model-index", "region:us" ]

[]

[]

[ "# Q-Learning Agent playing1 FrozenLake-v1\n This is a trained model of a Q-Learning agent playing FrozenLake-v1 .\n\n ## Usage" ]

[ "TAGS\n#FrozenLake-v1-4x4-no_slippery #q-learning #reinforcement-learning #custom-implementation #model-index #region-us \n", "# Q-Learning Agent playing1 FrozenLake-v1\n This is a trained model of a Q-Learning agent playing FrozenLake-v1 .\n\n ## Usage" ]

[ 40, 39 ]

[ "passage: TAGS\n#FrozenLake-v1-4x4-no_slippery #q-learning #reinforcement-learning #custom-implementation #model-index #region-us \n# Q-Learning Agent playing1 FrozenLake-v1\n This is a trained model of a Q-Learning agent playing FrozenLake-v1 .\n\n ## Usage" ]

[ 0.04578453302383423, -0.08074592798948288, -0.00430759321898222, 0.10720831900835037, 0.05034215748310089, -0.040469273924827576, 0.11997015029191971, 0.018999949097633362, 0.20601962506771088, -0.010012076236307621, 0.1455274522304535, 0.007022971753031015, -0.006192410364747047, 0.1867983490228653, 0.04572829231619835, -0.26324528455734253, 0.01831899583339691, -0.09495259821414948, -0.07281816750764847, 0.11870454251766205, 0.05470194295048714, -0.01901467889547348, -0.0007633853238075972, 0.056141503155231476, -0.0673527717590332, 0.0007737681735306978, 0.031996939331293106, -0.012976245954632759, 0.19804789125919342, -0.02254498563706875, 0.06641989201307297, 0.054705578833818436, 0.0758768692612648, -0.1998077929019928, 0.0358855277299881, -0.04215473681688309, -0.09439758956432343, -0.03934839740395546, -0.018780618906021118, 0.05878105387091637, 0.053356342017650604, 0.03858819976449013, 0.058354366570711136, 0.09384993463754654, -0.0773480236530304, 0.04328357055783272, 0.04280758649110794, 0.024811049923300743, 0.04589218273758888, -0.0237203948199749, -0.027002155780792236, 0.08246652781963348, -0.22182892262935638, 0.10318073630332947, -0.010159241035580635, -0.5270710587501526, -0.00633762264624238, 0.24088262021541595, 0.11517096310853958, 0.05707438662648201, -0.06903956830501556, 0.10566288232803345, 0.03913382440805435, -0.007209456991404295, 0.03210983797907829, 0.02150118350982666, 0.12817370891571045, 0.06009242683649063, -0.09581366181373596, 0.040699947625398636, 0.13722525537014008, 0.012822695076465607, 0.020306183025240898, -0.08888901025056839, 0.0410032719373703, -0.03461858257651329, -0.007679527159780264, -0.09758518636226654, 0.05478060990571976, 0.012466507963836193, -0.0934976264834404, -0.09247440844774246, -0.04236573353409767, -0.06708304584026337, 0.11252415925264359, 0.046419668942689896, -0.0874939113855362, 0.03884070739150047, -0.06760413944721222, 0.05918780341744423, -0.16863860189914703, 0.02074250765144825, -0.06627868115901947, -0.09376336634159088, -0.11799788475036621, -0.01683047041296959, -0.07946427166461945, 0.009092256426811218, 0.056664444506168365, 0.1447116881608963, 0.22076484560966492, 0.06690320372581482, 0.09728849679231644, 0.07456006109714508, 0.06531001627445221, 0.1538129299879074, 0.10918238013982773, 0.019075315445661545, -0.015266558155417442, 0.0948706716299057, -0.06445580720901489, -0.1351388692855835, -0.15579092502593994, 0.005488025024533272, 0.0983937531709671, 0.08871900290250778, -0.044080477207899094, -0.006702381651848555, -0.024641724303364754, 0.08566431701183319, -0.11314457654953003, -0.024612564593553543, -0.002267979085445404, 0.06882024556398392, -0.024801667779684067, 0.020378148183226585, -0.06242705136537552, 0.12715265154838562, 0.04222423583269119, -0.059924717992544174, -0.055308472365140915, -0.03053177334368229, -0.014276440255343914, -0.027539284899830818, 0.02446848154067993, -0.07659092545509338, 0.04767750948667526, -0.16766095161437988, -0.042871296405792236, -0.04784649610519409, 0.025697942823171616, -0.03907240927219391, -0.13557587563991547, -0.17699143290519714, -0.048906855285167694, -0.022438718006014824, 0.03549358621239662, -0.038111843168735504, 0.006551501806825399, -0.006318534724414349, -0.1583600640296936, 0.09783563017845154, 0.09784027189016342, -0.03643378987908363, -0.02749447710812092, 0.056263517588377, -0.07194498926401138, 0.1561182290315628, -0.21054518222808838, -0.054014235734939575, -0.044764336198568344, -0.06595750898122787, 0.19673264026641846, 0.012690845876932144, -0.01202624011784792, 0.19873127341270447, -0.29073721170425415, -0.06078760325908661, 0.12533614039421082, -0.07834373414516449, -0.0936407670378685, 0.06941844522953033, -0.04206686094403267, 0.023345354944467545, 0.046047765761613846, 0.36345911026000977, -0.02069227211177349, -0.16197136044502258, -0.021782705560326576, 0.13971707224845886, -0.1184760183095932, 0.059895481914281845, 0.04240793362259865, 0.12543781101703644, -0.04250509291887283, -0.018672896549105644, -0.09023164212703705, 0.05999075248837471, -0.05241934582591057, -0.09016361832618713, -0.03393383324146271, -0.07645075023174286, 0.13294468820095062, -0.0629684180021286, 0.05601520463824272, -0.03255095332860947, -0.07133250683546066, -0.050324998795986176, -0.016492370516061783, 0.04460815340280533, 0.05951254442334175, -0.12794871628284454, 0.11029167473316193, 0.13025271892547607, -0.0006193425506353378, -0.07498852163553238, -0.17872096598148346, 0.003240168560296297, 0.009576505981385708, 0.039837226271629333, 0.17141658067703247, 0.12209978699684143, 0.033295199275016785, 0.008770671673119068, -0.06389404833316803, -0.18276847898960114, 0.058129217475652695, -0.056212130934000015, -0.14230976998806, -0.052409034222364426, -0.0728459507226944, 0.017381802201271057, -0.0859743058681488, -0.017379917204380035, 0.021926190704107285, 0.006908397190272808, 0.02990424446761608, -0.026645656675100327, -0.049561817198991776, 0.021254703402519226, 0.06490101665258408, -0.0037617047782987356, 0.12023693323135376, 0.008277264423668385, -0.18308481574058533, 0.07930773496627808, 0.08478537946939468, 0.09196605533361435, 0.013250201940536499, 0.02685922384262085, -0.021522263064980507, -0.08061408251523972, -0.054420311003923416, 0.02957955375313759, 0.11417073011398315, 0.1317172348499298, 0.2361993044614792, 0.08753683418035507, 0.04697408527135849, -0.02164587564766407, -0.016415923833847046, 0.002810494042932987, -0.06318057328462601, -0.029935607686638832, 0.10614971816539764, 0.05865858122706413, -0.067733034491539, -0.04576427489519119, 0.09590928256511688, 0.02732124738395214, 0.21205885708332062, -0.03342745825648308, 0.01286078616976738, -0.10957037657499313, -0.06550975888967514, -0.031982194632291794, 0.09201868623495102, 0.09498392790555954, 0.009755023755133152, -0.022056059911847115, -0.04259001836180687, 0.0012916827108711004, -0.1334889680147171, -0.10375088453292847, 0.026475343853235245, 0.013400445692241192, -0.11206940561532974, 0.11674030870199203, -0.11352457851171494, 0.039504457265138626, 0.06024791672825813, -0.13837239146232605, 0.04428480193018913, -0.029713207855820656, -0.07886212319135666, 0.16866780817508698, -0.11075661331415176, -0.094340018928051, -0.08831550180912018, 0.004082420375198126, 0.0075836325995624065, -0.03922267258167267, -0.009283260442316532, -0.19952571392059326, -0.005375816952437162, -0.03544965013861656, 0.013616434298455715, -0.06988783925771713, -0.11287739872932434, -0.010957922786474228, 0.07084179669618607, -0.043388739228248596, -0.07803605496883392, 0.007967432029545307, -0.08923084288835526, -0.10623309016227722, 0.028189711272716522, 0.019765101373195648, -0.022883659228682518, 0.16152891516685486, 0.01816628873348236, 0.05626589432358742, -0.03298520669341087, 0.30665266513824463, -0.038163769990205765, 0.08371731638908386, -0.02993497997522354, -0.07433546334505081, 0.06130730360746384, -0.022327827289700508, 0.06086638569831848, -0.020221687853336334, -0.02362890914082527, 0.0077952733263373375, -0.08579335361719131, -0.18365982174873352, -0.05417544022202492, 0.03724347800016403, 0.195254847407341, 0.031118987128138542, 0.01910330168902874, -0.0488768145442009, -0.010547760874032974, 0.1665220558643341, -0.10005921125411987, 0.04030545800924301, -0.05366240441799164, 0.11506262421607971, -0.08640182018280029, 0.06195629760622978, 0.020486772060394287, 0.04266135022044182, -0.04877188801765442, 0.09486009180545807, 0.0826394334435463, 0.1121082529425621, -0.02206910029053688, 0.046257395297288895, 0.019012698903679848, 0.07383184134960175, 0.11073657125234604, 0.0368414968252182, -0.0729052945971489, 0.001982470043003559, -0.006313489284366369, -0.039427030831575394, 0.11933320760726929, 0.17963355779647827, -0.11991413682699203, -0.05106910318136215, 0.27167606353759766, 0.0031242913100868464, 0.19481229782104492, -0.01315275114029646, 0.043591804802417755, -0.04484925419092178, 0.04572054371237755, -0.05338600277900696, -0.04086209088563919, 0.2094656229019165, 0.08045925945043564, -0.17165091633796692, -0.08549032360315323, -0.05912299454212189, 0.07081323862075806, 0.10728751868009567, 0.0013539529172703624, -0.04156802222132683, 0.0004610282776411623, 0.0014198932331055403, 0.08339415490627289, -0.14520122110843658, 0.11816094070672989, -0.03172019124031067, 0.05612684786319733, 0.017555562779307365, -0.045326150953769684, 0.04264266416430473, 0.07474290579557419, 0.26618310809135437, 0.0904107540845871, -0.040318213403224945, -0.0892091691493988, -0.12260187417268753, 0.010461576282978058, 0.029102616012096405, -0.03534553572535515, 0.0037547778338193893, -0.020087555050849915, 0.0318896509706974, 0.008264793083071709, 0.016230624169111252, -0.08987458795309067, -0.03175399824976921, -0.027736429125070572, -0.023839212954044342, 0.10733365267515182, -0.09495144337415695, -0.1444292515516281, -0.15713949501514435, 0.04191131144762039, -0.0766405463218689, -0.056593164801597595, -0.054507751017808914, -0.05239389091730118, -0.0311186034232378, -0.03773957118391991, 0.09099467098712921, -0.0021037792321294546, 0.14807306230068207, -0.1920108050107956, -0.04220759496092796, 0.051812779158353806, -0.07607918977737427, -0.08729588985443115, 0.03410962224006653, 0.12136995792388916, 0.05116051807999611, 0.11504370719194412, 0.013609255664050579, 0.09567681699991226, 0.0045484392903745174, -0.06713183224201202, 0.15302421152591705, -0.14069625735282898, -0.27875974774360657, -0.03836318850517273, 0.016946332529187202, 0.1615200787782669, -0.05613167956471443, 0.031766023486852646, 0.3335736393928528, 0.27782970666885376, -0.1428707242012024, 0.25916144251823425, 0.019178593531250954, 0.004398873541504145, -0.19130495190620422, -0.10125631093978882, 0.025324683636426926, 0.04740457236766815, 0.12032642960548401, -0.14564448595046997, -0.010732659138739109, -0.04543145373463631, -0.025908485054969788, 0.10386138409376144, -0.12300799041986465, -0.07263197749853134, 0.07765276730060577, 0.039809420704841614, 0.1808302253484726, 0.03932500258088112, 0.0014799144119024277, 0.13626977801322937, 0.06612244248390198, 0.019124457612633705, 0.05216038227081299, 0.08028066903352737, -0.018944554030895233, 0.14207926392555237, 0.05448179319500923, -0.02551644667983055, 0.052681710571050644, -0.0054580713622272015, -0.03219012916088104, 0.015605825930833817, -0.183198019862175, -0.10147556662559509, -0.0561356320977211, -0.10798973590135574, -0.04978342354297638, 0.056853994727134705, -0.12395523488521576, -0.007896827533841133, -0.03841273859143257, 0.03718273714184761, -0.07831971347332001, -0.09360362589359283, -0.036494381725788116, 0.1351792961359024, 0.07210618257522583, 0.04471297934651375, 0.035655103623867035, -0.07390819489955902, 0.07097936421632767, 0.21671734750270844, 0.08159157633781433, 0.028919655829668045, -0.19545674324035645, -0.024042490869760513, -0.0803457647562027, 0.06306298077106476, -0.08856996893882751, -0.016788700595498085, 0.11923003196716309, 0.08616556972265244, 0.05413002520799637, 0.09640096127986908, -0.045083072036504745, 0.021686913445591927, 0.02684609219431877, -0.15131035447120667, -0.18501274287700653, -0.08534606546163559, -0.03519878163933754, 0.11561143398284912, -0.06398691236972809, 0.10897188633680344, -0.13615410029888153, 0.010051886551082134, -0.006060056854039431, 0.02693452313542366, -0.03596206381917, -0.11251141875982285, 0.15348562598228455, 0.11999429017305374, -0.06767056882381439, 0.03127254918217659, -0.09527092427015305, -0.04423454403877258, 0.12686803936958313, -0.013623855076730251, -0.0371493324637413, -0.054547641426324844, -0.03628576174378395, 0.15247689187526703, -0.03436964750289917, 0.008244883269071579, -0.041229065507650375, -0.18217355012893677, 0.0798322781920433, 0.09045056998729706, 0.019827889278531075, -0.031874191015958786, -0.09797266125679016, -0.010231015272438526, -0.0011165260802954435, 0.11730700731277466, -0.10696814209222794, -0.10933240503072739, -0.15144047141075134, 0.06713984161615372, -0.0007159380475059152, 0.18502596020698547, -0.06394898891448975, -0.08904669433832169, -0.12429379671812057, 0.02344517596065998, -0.0027384376153349876, -0.042264558374881744, 0.01618490368127823, 0.07992301136255264, -0.04095321521162987, 0.02075677551329136, -0.06651144474744797, 0.06372585147619247, -0.11786920577287674, 0.09625071287155151, 0.01063506118953228, 0.016993753612041473, -0.0417880080640316, -0.01618220843374729, 0.039470795542001724, -0.057925306260585785, 0.07921463251113892, 0.011758086271584034, 0.0010938759660348296, 0.10196787863969803, -0.0034960443153977394, 0.06409632414579391, -0.05372481048107147, -0.023290161043405533, 0.06578411161899567, -0.05874887853860855, -0.03370826691389084, -0.1573946475982666, -0.0709633082151413, 0.020051732659339905, -0.04775108024477959, 0.002077929675579071, 0.03673801198601723, 0.062159497290849686, -0.06937079131603241, -0.12125655263662338, -0.043812792748212814, -0.028638383373618126, 0.021301284432411194, 0.10829301923513412, -0.07526551932096481, 0.1547859013080597, -0.052787959575653076, -0.00020603960729204118, 0.07437096536159515, 0.04048224538564682, 0.01393822580575943, -0.10422444343566895, -0.04698587954044342, -0.11035211384296417, 0.1502903699874878, -0.007902312092483044, -0.03533121198415756, 0.03719403222203255, -0.11946307867765427, -0.1572723090648651, 0.03418220207095146, 0.10199101269245148, 0.0448341928422451, 0.025807438418269157, 0.027079269289970398, -0.04042419046163559, -0.021270349621772766, -0.07034418731927872, 0.0882953479886055, -0.12085357308387756, -0.09669415652751923, 0.09555385261774063, 0.12178351730108261, -0.0036850625183433294, -0.07441367954015732, 0.11554073542356491, -0.021787192672491074, 0.05525410920381546, -0.02971339225769043, 0.10308072715997696, 0.0796005055308342, -0.12273547053337097, 0.005693064536899328, -0.036891788244247437, -0.0741485133767128, -0.12975730001926422, 0.019545545801520348, -0.061916105449199677, -0.13383042812347412, 0.12179028987884521, -0.09376577287912369, 0.030037038028240204, -0.10506992787122726, 0.021338803693652153, 0.01864001713693142, 0.061665527522563934, -0.10988292098045349, 0.08575301617383957, 0.13424484431743622, -0.043199893087148666, -0.07184189558029175, -0.12455986440181732, -0.05022053420543671, -0.04231856390833855, -0.13957437872886658, -0.11600435525178909, 0.0100301094353199, -0.023418782278895378, -0.05818291753530502, 0.0015462689334526658, -0.03659068048000336, 0.008594646118581295, 0.021907730028033257, 0.04032021388411522, -0.02693161368370056, 0.05134565755724907, -0.057569269090890884, -0.052510857582092285, 0.11489357799291611, 0.04113486409187317, -0.03561042994260788, -0.052359987050294876, 0.12997733056545258, -0.11959461867809296, 0.07662346214056015, -0.020313527435064316, 0.017129231244325638, -0.06435854732990265, 0.17131924629211426, 0.11673715710639954, -0.1367570012807846, -0.005008010193705559, -0.08210669457912445, 0.020409544929862022, 0.023555370047688484, 0.13693512976169586, -0.03411718085408211, -0.0012358218664303422, -0.1580323874950409, 0.018575575202703476, -0.18557456135749817, -0.03716109320521355, 0.04671547934412956, 0.09917585551738739, 0.15293832123279572, -0.0034432117827236652, -0.1263325810432434, 0.10424192249774933, -0.2118520885705948, 0.0907607227563858, 0.05121984705328941, -0.11874113976955414, -0.06765396893024445, -0.06795281916856766, 0.1198519766330719, 0.009196433238685131, 0.2040700763463974, -0.013615905307233334, -0.09132910519838333, -0.07060808688402176, -0.01980910450220108, -0.030524181202054024, 0.09714830666780472, 0.041414931416511536, 0.04653804749250412, 0.12821412086486816, 0.00368314771912992, 0.07533777505159378, 0.060310911387205124, 0.02759413793683052, -0.012300663627684116, 0.04076618701219559, 0.08261215686798096, -0.14588621258735657, -0.1659701019525528, 0.1326720416545868, 0.025149408727884293, 0.11792458593845367, 0.03658788278698921, -0.1549617499113083, 0.06687124073505402, 0.2523096203804016, -0.11147607117891312, 0.02505038119852543, 0.12737524509429932, -0.0366884209215641, 0.0672016367316246, 0.1144871786236763, -0.02633814327418804, -0.05217865854501724, -0.011363590136170387, 0.10233135521411896, 0.028660254552960396, -0.04646271467208862, -0.02340836264193058, -0.03373933956027031, -0.019070526584982872, -0.011738128960132599, -0.0909019410610199, -0.1543993502855301, -0.10471053421497345, -0.16619662940502167, 0.04399140924215317, -0.04626438021659851, 0.13418889045715332, 0.09469578415155411, -0.012723101302981377, 0.04568437114357948, 0.028575526550412178, 0.07275456190109253, 0.07916246354579926, -0.02939477376639843, -0.036159269511699677 ]

[ "Taxi-v3", "q-learning", "reinforcement-learning", "custom-implementation", "model-index", "region:us" ]

[]

[]

[ "# Q-Learning Agent playing1 Taxi-v3\n This is a trained model of a Q-Learning agent playing Taxi-v3 .\n\n ## Usage" ]

[ "TAGS\n#Taxi-v3 #q-learning #reinforcement-learning #custom-implementation #model-index #region-us \n", "# Q-Learning Agent playing1 Taxi-v3\n This is a trained model of a Q-Learning agent playing Taxi-v3 .\n\n ## Usage" ]

[ 32, 33 ]

[ "passage: TAGS\n#Taxi-v3 #q-learning #reinforcement-learning #custom-implementation #model-index #region-us \n# Q-Learning Agent playing1 Taxi-v3\n This is a trained model of a Q-Learning agent playing Taxi-v3 .\n\n ## Usage" ]

[ 0.048862796276807785, -0.16549694538116455, -0.005485367961227894, 0.02960980497300625, 0.1345081776380539, -0.01784728653728962, 0.11895976960659027, 0.07759871333837509, -0.07461097836494446, -0.055395450443029404, 0.1418241262435913, 0.09088201075792313, 0.055222880095243454, 0.05699880048632622, 0.09511256217956543, -0.27440664172172546, 0.048217080533504486, -0.02918700873851776, 0.05621987581253052, 0.11878681182861328, 0.0670095682144165, -0.040441032499074936, 0.061956584453582764, 0.11818158626556396, -0.1018151044845581, -0.007344264071434736, 0.035402704030275345, -0.09440053254365921, 0.17413531243801117, 0.07204403728246689, 0.12337774783372879, 0.05132639780640602, 0.179361954331398, -0.12762396037578583, 0.024310702458024025, -0.0010275895474478602, -0.10138072073459625, -0.03909514099359512, -0.012415820732712746, -0.08349097520112991, 0.03230205550789833, 0.23522862792015076, 0.07199250161647797, 0.06632792949676514, -0.17707863450050354, -0.06584878265857697, -0.04375573247671127, 0.069611094892025, 0.14951466023921967, 0.03758616745471954, -0.033800311386585236, 0.1684885323047638, -0.2564343810081482, 0.05066783353686333, 0.037275806069374084, -0.42313119769096375, 0.017119819298386574, 0.1507398933172226, 0.15090937912464142, 0.06909667700529099, -0.10573802888393402, 0.013512322679162025, 0.051325585693120956, -0.0005318621988408267, 0.024325110018253326, 0.006554204970598221, 0.15601307153701782, 0.08537693321704865, -0.1487821787595749, -0.058576688170433044, 0.17441977560520172, -0.03788546845316887, -0.02613203600049019, -0.039745692163705826, 0.0067160045728087425, -0.06427708268165588, -0.004067842848598957, -0.1777995079755783, 0.00734262028709054, 0.06666424125432968, -0.014348524622619152, 0.014901017770171165, -0.035522811114788055, -0.0966939702630043, -0.023098144680261612, -0.08592145889997482, 0.01677769608795643, -0.006319406442344189, -0.10187895596027374, 0.05002119392156601, -0.061138734221458435, 0.0014382408699020743, -0.05123179033398628, -0.15047866106033325, -0.049055423587560654, -0.03481535613536835, 0.1474713832139969, -0.0044205985032022, -0.01873963139951229, -0.03164304047822952, 0.15474793314933777, 0.049551334232091904, -0.05370146036148071, 0.05625450983643532, 0.07605006545782089, 0.23867930471897125, 0.10401605814695358, 0.10196955502033234, -0.06798075139522552, 0.10180158913135529, -0.12330973148345947, -0.08915644884109497, -0.17508824169635773, 0.11820860952138901, 0.00015364694991149008, 0.1317785084247589, -0.12023144960403442, 0.07898581773042679, -0.067511186003685, 0.013453764840960503, 0.01636839471757412, 0.0820009782910347, -0.012399360537528992, 0.10676060616970062, -0.005061192903667688, -0.06941985338926315, 0.014177112840116024, 0.05935845896601677, 0.03754841163754463, -0.038601722568273544, -0.03192409873008728, -0.05762290954589844, -0.05065649375319481, -0.10128600150346756, -0.06447898596525192, 0.018573462963104248, -0.007677143905311823, -0.1833900660276413, -0.06407523155212402, 0.00897200871258974, 0.015712225809693336, -0.03988850116729736, -0.05148044601082802, -0.15265507996082306, -0.042461175471544266, -0.015450406819581985, -0.03500641882419586, -0.06214277446269989, -0.0383245050907135, 0.046435944736003876, -0.07560601085424423, 0.013364278711378574, 0.023342855274677277, 0.05405820533633232, -0.025881100445985794, 0.06068144738674164, -0.08357544988393784, 0.09493788331747055, -0.1540430635213852, -0.03271956741809845, -0.025445878505706787, -0.041183918714523315, 0.1752462536096573, 0.06099751964211464, -0.015994304791092873, 0.15260063111782074, -0.17141541838645935, -0.058121129870414734, 0.15596486628055573, 0.008629098534584045, -0.09967197477817535, -0.003560945624485612, -0.09397093951702118, 0.1428760588169098, 0.08571921288967133, 0.2478504776954651, 0.12005335837602615, -0.22748184204101562, 0.055358242243528366, 0.12515293061733246, -0.14365963637828827, 0.10365243256092072, 0.07344598323106766, 0.005470725707709789, -0.18886831402778625, -0.06843198090791702, -0.06121627986431122, 0.1053021252155304, -0.08522345870733261, -0.0776243582367897, 0.09323626756668091, -0.05086790770292282, 0.24641476571559906, -0.028281206265091896, 0.06174173951148987, -0.026681531220674515, -0.1389324963092804, -0.01723906397819519, 0.060955192893743515, 0.05258452147245407, -0.024835573509335518, -0.25895482301712036, 0.13646544516086578, 0.048650871962308884, 0.025074828416109085, 0.004106190986931324, -0.05691491439938545, 0.016934165731072426, 0.1511998474597931, 0.020012924447655678, 0.13717477023601532, 0.027723990380764008, 0.0706823319196701, -0.006239562761038542, -0.10560829937458038, -0.04169593006372452, 0.061916545033454895, -0.08518962562084198, -0.06641357392072678, 0.011197872459888458, -0.06935211271047592, -0.11783787608146667, -0.12166737765073776, -0.026334572583436966, -0.02980303019285202, -0.07444227486848831, 0.02368103712797165, 0.06536602973937988, -0.06702698022127151, -0.0023908785078674555, 0.007125476840883493, -0.011537045240402222, 0.16434046626091003, 0.011393417604267597, -0.007796820718795061, 0.1328643560409546, -0.11533161997795105, 0.12461213022470474, 0.049438029527664185, -0.024806302040815353, -0.04662557691335678, 0.0014137453399598598, -0.057529181241989136, 0.029044216498732567, -0.04390640929341316, 0.02774495631456375, 0.20111067593097687, 0.02772962674498558, 0.11389166116714478, -0.0656520202755928, 0.04385066404938698, -0.007961965166032314, -0.009693224914371967, 0.018563594669103622, 0.07608018070459366, 0.07813210040330887, -0.1324140727519989, 0.02262016013264656, 0.22455167770385742, 0.1385764330625534, 0.18313980102539062, -0.010877152904868126, 0.06325667351484299, -0.04875868931412697, 0.027505528181791306, 0.024100203067064285, 0.10314226150512695, -0.10732068121433258, -0.0322517491877079, -0.025407759472727776, 0.023599207401275635, -0.08197105675935745, -0.1055799350142479, -0.090115025639534, 0.01222382951527834, -0.03125503659248352, -0.15570329129695892, 0.13300658762454987, -0.10451057553291321, 0.01802753657102585, 0.04692702740430832, -0.22163605690002441, 0.11530312895774841, 0.014291439205408096, -0.10303618758916855, 0.11281087249517441, -0.12051989883184433, -0.08699832111597061, -0.05777236074209213, -0.18658851087093353, 0.05280197039246559, 0.04673841595649719, 0.05166793242096901, -0.18521739542484283, 0.024835903197526932, 0.05545609071850777, 0.13426995277404785, -0.09743253141641617, -0.07142634689807892, -0.15038461983203888, 0.016068490222096443, -0.033661190420389175, -0.16029728949069977, -0.005609163548797369, -0.032781440764665604, -0.18849676847457886, -0.04539939761161804, -0.15086813271045685, -0.034627582877874374, 0.20464378595352173, 0.026907702907919884, 0.09480511397123337, -0.07926445454359055, 0.3802889585494995, -0.042039383202791214, -0.06146497279405594, -0.01321389526128769, -0.07072482258081436, 0.02512686513364315, 0.13271741569042206, 0.0036099457647651434, -0.017886579036712646, -0.0037857077550143003, 0.0024592927657067776, -0.06234965845942497, -0.13400450348854065, 0.0028710351325571537, 0.03905198723077774, 0.1874423623085022, 0.004639793653041124, 0.06659388542175293, 0.03133883699774742, 0.057546284049749374, 0.07748064398765564, 0.030926106497645378, 0.0011591583024710417, -0.01591806672513485, 0.06604493409395218, -0.11684755235910416, 0.042466625571250916, -0.030429253354668617, -0.10143838077783585, -0.013183288276195526, 0.07950251549482346, 0.12755028903484344, 0.17849206924438477, -0.04790908098220825, 0.17489230632781982, 0.13580141961574554, 0.16576050221920013, 0.049315933138132095, -0.020801831036806107, -0.08773037046194077, -0.06118565797805786, 0.004774159751832485, -0.031952597200870514, 0.04869702458381653, 0.3231290578842163, 0.037619613111019135, -0.09036035090684891, 0.11149907857179642, 0.009480619803071022, 0.05359881371259689, 0.022797370329499245, -0.11162138730287552, 0.11170321702957153, 0.07968773692846298, -0.06341761350631714, -0.07602835446596146, 0.16758501529693604, -0.1109386757016182, -0.26646625995635986, -0.11410990357398987, -0.012305386364459991, 0.07903840392827988, 0.005651174578815699, 0.05498376116156578, -0.11829282343387604, -0.16034497320652008, -0.034191906452178955, 0.1335442066192627, -0.3077351450920105, 0.2065143585205078, -0.0198091771453619, 0.06707923114299774, -0.039657969027757645, -0.07026876509189606, 0.09694647043943405, 0.13174086809158325, 0.29124146699905396, 0.01396956667304039, 0.04841272905468941, -0.15176129341125488, -0.0976925864815712, 0.0018439020495861769, 0.015482662245631218, -0.02563396655023098, 0.028520405292510986, -0.0540912002325058, 0.008404579944908619, -0.018086453899741173, 0.2102297693490982, -0.11316607892513275, 0.004344627261161804, -0.06968966871500015, -0.11707738786935806, 0.19409789144992828, -0.07178345322608948, -0.04543264955282211, -0.14959357678890228, -0.15512511134147644, -0.004174166824668646, -0.02413962036371231, -0.019664527848362923, -0.17603960633277893, -0.18804074823856354, -0.05204557999968529, -0.005645004566758871, -0.003464865731075406, 0.05867868289351463, -0.07517234236001968, -0.04805335775017738, 0.1009904220700264, -0.07743175327777863, -0.056063808500766754, -0.1103200614452362, 0.1391381323337555, 0.06248528137803078, 0.16743235290050507, 0.05907081440091133, 0.0006117874872870743, 0.11471151560544968, -0.02913086675107479, 0.11103474348783493, -0.11291708797216415, -0.17145049571990967, -0.08334989100694656, -0.018775060772895813, 0.09519003331661224, -0.04789286106824875, 0.0028788831550627947, 0.2550160884857178, 0.14880181849002838, -0.0897710770368576, 0.27680760622024536, 0.04414956644177437, -0.09375058114528656, -0.18432219326496124, -0.15961645543575287, 0.03759992495179176, 0.060025621205568314, 0.13095876574516296, -0.057205069810152054, -0.08483537286520004, -0.08492398262023926, -0.07478608191013336, -0.13140805065631866, -0.24232175946235657, -0.030598774552345276, 0.22874866425991058, 0.08656918257474899, 0.08219650387763977, -0.012482990510761738, -0.01186054851859808, 0.00526038184762001, 0.02680150233209133, 0.12018456310033798, -0.13341329991817474, 0.11107480525970459, 0.022198403254151344, 0.044267985969781876, 0.009712530300021172, 0.07929777354001999, 0.03375575691461563, -0.003218587953597307, -0.0006439819699153304, -0.0988350659608841, -0.2596651017665863, 0.0816885456442833, -0.01623627357184887, -0.09960969537496567, 0.014988959766924381, 0.02061903104186058, -0.2089255303144455, 0.011128270998597145, -0.019883770495653152, -0.03150356933474541, -0.06483490765094757, -0.10664787143468857, -0.056551624089479446, 0.04928823933005333, 0.10853826254606247, 0.011660109274089336, 0.05354316532611847, -0.0404130220413208, 0.07917837053537369, 0.0826287642121315, 0.15132710337638855, 0.06795957684516907, -0.190711110830307, -0.10953907668590546, -0.0414445661008358, 0.12121522426605225, -0.12505418062210083, 0.036917757242918015, 0.053161121904850006, -0.016534561291337013, 0.14621229469776154, 0.1070784479379654, -0.07452095299959183, 0.11915595084428787, 0.08904775977134705, -0.04094788804650307, -0.23367151618003845, -0.07120766490697861, 0.11133213341236115, 0.07195597887039185, -0.03961895406246185, 0.018120890483260155, -0.04960581287741661, -0.013980977237224579, 0.048759616911411285, -0.0538676381111145, -0.07230538129806519, 0.004421027842909098, 0.1247575581073761, 0.1029362753033638, -0.04655474051833153, 0.01296416949480772, 0.037371400743722916, 0.003788623260334134, 0.04730486497282982, 0.0407949760556221, -0.08269952982664108, -0.04124005511403084, 0.02782733179628849, 0.37552911043167114, -0.010165480896830559, -0.020456433296203613, 0.018555615097284317, -0.19949445128440857, 0.09135842323303223, 0.13205479085445404, 0.04697350412607193, 0.004247748292982578, -0.08139242231845856, 0.026877427473664284, -0.010625290684401989, 0.09936143457889557, -0.07806670665740967, -0.05493134260177612, -0.21631066501140594, -0.025010565295815468, 0.017490221187472343, 0.24077683687210083, -0.08458559215068817, -0.12801732122898102, -0.20628872513771057, 0.13128381967544556, -0.11333390325307846, -0.03695881739258766, -0.024473199620842934, 0.03926658630371094, -0.01989821158349514, 0.06291737407445908, -0.0710630789399147, 0.006373001262545586, -0.11024709790945053, 0.055267609655857086, 0.04204455390572548, 0.1229788213968277, 0.014207782223820686, 0.02016810141503811, 0.05822525918483734, -0.01837925612926483, 0.07173580676317215, -0.06203491613268852, -0.04550490900874138, 0.14224006235599518, -0.020255116745829582, -0.04152837023139, -0.0483345128595829, -0.036874305456876755, 0.11981741338968277, -0.05059147998690605, -0.007141099311411381, -0.054929375648498535, -0.06906463205814362, 0.03462086617946625, -0.009175732731819153, -0.008798843249678612, 0.06801853328943253, 0.04024988040328026, -0.026994358748197556, 0.005263668950647116, 0.03447828069329262, -0.10330043733119965, -0.04955084249377251, 0.16955432295799255, -0.0749620869755745, 0.10274054110050201, -0.031069839373230934, 0.018015999346971512, 0.005847334861755371, -0.022399673238396645, -0.015360680408775806, -0.1457086056470871, -0.06137600541114807, -0.09489979594945908, 0.11565322428941727, 0.08146517723798752, 0.03358805552124977, 0.04274565726518631, 0.019532648846507072, -0.04414922371506691, -0.038583990186452866, 0.12961317598819733, 0.08133101463317871, 0.012996876612305641, 0.01137041300535202, 0.01941833831369877, -0.020302120596170425, 0.0028480992186814547, -0.01250747125595808, -0.07239153981208801, -0.05874783173203468, 0.09400010108947754, 0.1600283533334732, -0.06127211079001427, -0.13325586915016174, -0.020593497902154922, 0.04988488554954529, 0.0014717020094394684, -0.08777432143688202, 0.04833676666021347, 0.15805292129516602, -0.05623878911137581, 0.03216489031910896, -0.09984751045703888, -0.07263360917568207, -0.16060975193977356, -0.10029061883687973, -0.06092562898993492, -0.28350353240966797, 0.09752398729324341, 0.006392303854227066, -0.014731393195688725, 0.059529416263103485, 0.051305368542671204, -0.052508849650621414, 0.07068239152431488, -0.18146829307079315, -0.007054794579744339, 0.03497592359781265, -0.13212306797504425, 0.02475893869996071, -0.2378365397453308, 0.10198072344064713, -0.04623803123831749, -0.1519704908132553, -0.04004510119557381, 0.0641569048166275, -0.09540136158466339, -0.01822364516556263, -0.0475153923034668, -0.01922670193016529, 0.01624443754553795, -0.009348669089376926, -0.031147832050919533, 0.13716529309749603, 0.02827494591474533, -0.03268734738230705, 0.005254602525383234, 0.0223685409873724, 0.03955082967877388, -0.0969657450914383, -0.05986930429935455, 0.08311155438423157, -0.031056145206093788, 0.14728976786136627, 0.000341245875461027, 0.04181376099586487, -0.06758682429790497, 0.2593761384487152, 0.2023983597755432, -0.12479214370250702, 0.008118697442114353, -0.021801479160785675, 0.012670028023421764, -0.041751839220523834, 0.13110700249671936, 0.013386172242462635, 0.12186761200428009, -0.17513342201709747, -0.01036517322063446, -0.0818324014544487, -0.04501292482018471, 0.06702108681201935, 0.14714950323104858, 0.15742522478103638, 0.03436789661645889, -0.07328428328037262, 0.06722653657197952, -0.30119743943214417, 0.20540550351142883, -0.1346001923084259, -0.01498429011553526, -0.040251150727272034, -0.058389630168676376, 0.061147745698690414, 0.11309876292943954, 0.10832664370536804, -0.021150551736354828, -0.0905047357082367, -0.04486766457557678, -0.039378076791763306, -0.13019338250160217, -0.02718670479953289, 0.1654091775417328, 0.06799814850091934, 0.31520840525627136, -0.017577875405550003, 0.07702425122261047, 0.034410297870635986, 0.06451138854026794, 0.004519328009337187, 0.09537279605865479, 0.07960964739322662, -0.06345855444669724, -0.07373003661632538, -0.001637450186535716, 0.05033271387219429, 0.14567798376083374, -0.03826142102479935, -0.18691548705101013, 0.15858715772628784, 0.07192251086235046, -0.13762691617012024, -0.05777517706155777, 0.08409425616264343, -0.0739973932504654, 0.0550808347761631, 0.08115427941083908, 0.015876613557338715, -0.017793258652091026, -0.004664506763219833, 0.06074233725667, 0.024694660678505898, -0.02343848906457424, 0.003570882137864828, -0.08337053656578064, -0.04151543974876404, 0.07267895340919495, -0.0844460055232048, -0.20546193420886993, -0.0957019031047821, -0.07551700621843338, 0.030557552352547646, -0.0649830624461174, 0.12575586140155792, 0.1717868149280548, 0.0593598335981369, -0.03307248651981354, -0.10721943527460098, -0.035562749952077866, 0.07602505385875702, -0.044773899018764496, -0.09409699589014053 ]

[ "gguf", "mergekit", "merge", "en", "arxiv:2212.04089", "base_model:flemmingmiguel/MBX-7B-v3", "base_model:paulml/NeuralOmniWestBeaglake-7B", "base_model:FelixChao/Faraday-7B", "base_model:paulml/NeuralOmniBeagleMBX-v3-7B", "license:apache-2.0", "region:us" ]

[ "2212.04089" ]

[ "en" ]

[ "# To see what will happen.\n\nJoin our Discord!\n\nBASE MODEL HERE\n\nThis is a merge of pre-trained language models created using mergekit.", "### Merge Method\n\nThis model was merged using the task arithmetic merge method using paulml/NeuralOmniBeagleMBX-v3-7B as a base.", "### Models Merged\n\nThe following models were included in the merge:\n* flemmingmiguel/MBX-7B-v3\n* paulml/NeuralOmniWestBeaglake-7B\n* FelixChao/Faraday-7B", "### Configuration\n\nThe following YAML configuration was used to produce this model:" ]

[ "TAGS\n#gguf #mergekit #merge #en #arxiv-2212.04089 #base_model-flemmingmiguel/MBX-7B-v3 #base_model-paulml/NeuralOmniWestBeaglake-7B #base_model-FelixChao/Faraday-7B #base_model-paulml/NeuralOmniBeagleMBX-v3-7B #license-apache-2.0 #region-us \n", "# To see what will happen.\n\nJoin our Discord!\n\nBASE MODEL HERE\n\nThis is a merge of pre-trained language models created using mergekit.", "### Merge Method\n\nThis model was merged using the task arithmetic merge method using paulml/NeuralOmniBeagleMBX-v3-7B as a base.", "### Models Merged\n\nThe following models were included in the merge:\n* flemmingmiguel/MBX-7B-v3\n* paulml/NeuralOmniWestBeaglake-7B\n* FelixChao/Faraday-7B", "### Configuration\n\nThe following YAML configuration was used to produce this model:" ]

[ 109, 32, 41, 54, 17 ]

[ "passage: TAGS\n#gguf #mergekit #merge #en #arxiv-2212.04089 #base_model-flemmingmiguel/MBX-7B-v3 #base_model-paulml/NeuralOmniWestBeaglake-7B #base_model-FelixChao/Faraday-7B #base_model-paulml/NeuralOmniBeagleMBX-v3-7B #license-apache-2.0 #region-us \n# To see what will happen.\n\nJoin our Discord!\n\nBASE MODEL HERE\n\nThis is a merge of pre-trained language models created using mergekit.### Merge Method\n\nThis model was merged using the task arithmetic merge method using paulml/NeuralOmniBeagleMBX-v3-7B as a base.### Models Merged\n\nThe following models were included in the merge:\n* flemmingmiguel/MBX-7B-v3\n* paulml/NeuralOmniWestBeaglake-7B\n* FelixChao/Faraday-7B### Configuration\n\nThe following YAML configuration was used to produce this model:" ]

[ -0.08928170800209045, 0.02534978650510311, -0.0012332131154835224, 0.011183518916368484, 0.0649857372045517, 0.06635507941246033, 0.11193433403968811, 0.08935682475566864, 0.05628816783428192, 0.07294365018606186, 0.025271862745285034, 0.018830129876732826, 0.1000358983874321, 0.1790619194507599, 0.05058618634939194, -0.19190102815628052, 0.033248480409383774, -0.00048327961121685803, -0.14138472080230713, 0.06063452735543251, 0.08162107318639755, -0.057403262704610825, 0.09663757681846619, 0.0636470690369606, -0.17825055122375488, 0.0443437322974205, -0.0638354942202568, 0.046936314553022385, 0.06805542856454849, 0.1442239135503769, 0.005571415182203054, -0.006656263489276171, 0.0022691343910992146, -0.11706419289112091, 0.03001975268125534, -0.016602203249931335, 0.009069685824215412, 0.07066698372364044, 0.1086893156170845, -0.008454602211713791, 0.17582058906555176, -0.001637558452785015, -0.030887652188539505, 0.08460354059934616, -0.14135675132274628, -0.09857069700956345, -0.12010721117258072, 0.21647672355175018, 0.11692852526903152, 0.003712818492203951, -0.04889135807752609, 0.018598096445202827, 0.05337345600128174, 0.05233894661068916, 0.01923566684126854, -0.24612556397914886, -0.03137531131505966, 0.15899300575256348, 0.04168350622057915, -0.12860989570617676, 0.0029984470456838608, 0.026249850168824196, 0.08379144221544266, -0.013197763822972775, -0.05077717453241348, -0.0599529892206192, 0.16406668722629547, -0.05269135534763336, -0.1339500993490219, -0.013858269900083542, 0.0589904747903347, 0.030540073290467262, -0.004848703742027283, -0.06765855103731155, -0.06385249644517899, 0.0431077778339386, -0.028000202029943466, -0.02022995613515377, -0.008899997919797897, -0.007994246669113636, 0.13906216621398926, -0.13518469035625458, -0.03760049492120743, -0.012017986737191677, -0.07148145139217377, 0.1458526849746704, 0.012450390495359898, 0.04322280362248421, -0.012439568527042866, 0.08013386279344559, -0.22663746774196625, -0.08448749035596848, 0.03345460817217827, -0.05058404058218002, -0.10953710228204727, -0.03280707821249962, -0.07516776025295258, -0.08396835625171661, 0.034768179059028625, 0.17926183342933655, -0.051729679107666016, 0.03404732421040535, 0.08697476983070374, 0.0696861743927002, 0.07335913181304932, -0.010154836811125278, -0.21375957131385803, -0.15841393172740936, 0.019197778776288033, 0.06380846351385117, 0.008982297964394093, 0.036421097815036774, -0.0876222550868988, -0.03781505301594734, -0.05620119720697403, -0.023606956005096436, 0.08857138454914093, 0.028181737288832664, -0.05522601306438446, -0.1368592083454132, 0.19683076441287994, -0.041855428367853165, 0.02071884274482727, 0.02356070466339588, -0.11356212943792343, -0.04566703736782074, 0.06642606854438782, 0.041909266263246536, 0.015353354625403881, 0.03273933008313179, -0.1002764105796814, -0.023511406034231186, -0.08117172122001648, -0.06523444503545761, 0.007676017004996538, -0.008620583452284336, -0.015464826487004757, -0.04525699093937874, -0.22593937814235687, -0.054553303867578506, 0.05774131044745445, -0.08035344630479813, 0.0014884028350934386, -0.014564872719347477, 0.06967354565858841, -0.029159022495150566, -0.015243008732795715, 0.0976213812828064, 0.02935210056602955, -0.02885848842561245, 0.031347136944532394, 0.049616869539022446, -0.13238345086574554, 0.012049004435539246, -0.05644482374191284, 0.12210948020219803, -0.22272108495235443, 0.10815141350030899, -0.021637452766299248, 0.052835967391729355, -0.1607827991247177, -0.003692833473905921, -0.05109865590929985, 0.006873658858239651, 0.13418081402778625, 0.13973809778690338, -0.08468124270439148, -0.080501027405262, 0.03481950983405113, -0.061259690672159195, -0.08689528703689575, 0.08059533685445786, -0.00512124877423048, 0.09073899686336517, 0.03403058275580406, 0.29342129826545715, 0.12564413249492645, 0.01869089901447296, -0.055433645844459534, -0.08005385845899582, -0.003909743390977383, -0.011482815258204937, 0.058173369616270065, -0.0365569144487381, -0.10519960522651672, 0.014607551507651806, 0.011136416345834732, 0.12895801663398743, -0.06885834038257599, -0.0484120212495327, -0.011248789727687836, -0.11367441713809967, 0.08473670482635498, -0.03532781824469566, 0.03356000408530235, -0.02980390191078186, -0.0012502885656431317, 0.038169581443071365, 0.12875306606292725, -0.04432694613933563, -0.00815703347325325, -0.05347149819135666, 0.14658676087856293, -0.1195298582315445, 0.046207867562770844, -0.1375010907649994, -0.04046759381890297, 0.01104723196476698, -0.054981961846351624, 0.12166376411914825, -0.012623301707208157, 0.06565779447555542, 0.04043061286211014, -0.03972228989005089, -0.05858729034662247, 0.0771535262465477, -0.00013652197958435863, -0.05169660598039627, -0.1541556417942047, -0.13219496607780457, -0.046355489641427994, 0.25649890303611755, -0.10891035944223404, 0.042027879506349564, -0.07213470339775085, 0.22425349056720734, -0.06119399890303612, -0.035268060863018036, 0.057052284479141235, 0.015649331733584404, -0.006948387250304222, 0.008145413361489773, 0.06998686492443085, 0.004209540318697691, -0.14578238129615784, 0.10239322483539581, -0.07697229087352753, -0.09725102037191391, 0.04541696608066559, 0.06833305209875107, -0.05689265578985214, -0.06258464604616165, -0.03330409154295921, -0.07243425399065018, 0.1429697722196579, -0.08630819618701935, 0.1455308198928833, 0.013537670485675335, 0.1117962896823883, -0.04735780507326126, -0.019225403666496277, 0.012809173204004765, -0.02915690653026104, -0.04114508256316185, 0.05841691046953201, -0.038797151297330856, -0.2477753460407257, 0.07787805795669556, 0.08931482583284378, 0.0561111755669117, 0.11562429368495941, 0.040345385670661926, -0.00922474917024374, -0.137725830078125, -0.003745428053662181, -0.005664329510182142, 0.05505756288766861, -0.07476428151130676, 0.05315029248595238, 0.04788508266210556, -0.01879585161805153, 0.11044604331254959, -0.06818387657403946, 0.06244999170303345, 0.02425578236579895, 0.020425569266080856, 0.14168758690357208, 0.09766841679811478, -0.032450947910547256, 0.023500466719269753, 0.03963734582066536, -0.01576940529048443, -0.02586066909134388, -0.00627431133762002, -0.1031145304441452, 0.1441858857870102, -0.11106452345848083, -0.16319651901721954, -0.20758500695228577, -0.08301346749067307, -0.1330496072769165, -0.002547699026763439, -0.0013024280779063702, 0.032229769974946976, -0.05090625211596489, -0.06270196288824081, 0.09763672947883606, -0.00810576044023037, -0.033240821212530136, 0.015544299967586994, -0.06008017808198929, 0.05264141038060188, -0.0777483806014061, -0.007464494556188583, 0.000984566635452211, 0.04088312387466431, -0.007487224414944649, -0.047403015196323395, 0.10140151530504227, 0.15872132778167725, 0.0015547032235190272, 0.005735899321734905, -0.014147070236504078, 0.3092629015445709, -0.059730760753154755, 0.10357296466827393, 0.16222694516181946, -0.054783690720796585, 0.03052985854446888, 0.14973852038383484, 0.01690140925347805, -0.04816502332687378, -0.001445593312382698, -0.006924889516085386, -0.024813923984766006, -0.19056111574172974, -0.14506617188453674, -0.08420926332473755, 0.03314557299017906, 0.06385361403226852, 0.02773762308061123, 0.08900628238916397, 0.04542979970574379, -0.04733728617429733, 0.0026447924319654703, -0.04485279694199562, 0.06241881847381592, 0.19399520754814148, -0.050083573907613754, 0.05942050740122795, -0.01704525202512741, 0.008937764912843704, 0.06582051515579224, 0.058957137167453766, 0.0947556346654892, 0.11201303452253342, 0.15256144106388092, 0.06966561824083328, 0.03126520290970802, -0.006395090837031603, 0.06393992900848389, -0.06429892033338547, -0.005470823030918837, -0.028007352724671364, -0.0864550843834877, 0.02274334616959095, 0.06830008327960968, 0.11099578440189362, 0.07239652425050735, -0.07808710634708405, -0.09747307002544403, 0.019767599180340767, 0.0898706242442131, 0.14022834599018097, -0.2260182946920395, -0.09116901457309723, 0.02782730758190155, 0.03772396966814995, -0.027481943368911743, -0.06750915944576263, -0.01968897320330143, -0.06154915690422058, 0.12174360454082489, -0.006375068332999945, 0.10448504239320755, 0.04998491331934929, -0.028042126446962357, -0.07111294567584991, 0.09003360569477081, -0.003441104432567954, 0.05030720680952072, -0.022438907995820045, 0.15710878372192383, 0.06285060197114944, -0.026960857212543488, 0.04145770147442818, 0.029415125027298927, 0.03811374679207802, 0.16500191390514374, 0.04326101765036583, 0.02077614702284336, 0.05314560607075691, -0.03270301595330238, -0.1161319762468338, -0.060667239129543304, 0.006460819859057665, -0.0861949771642685, 0.09543360769748688, 0.010266508907079697, -0.03062894009053707, -0.032974205911159515, 0.15187673270702362, -0.15365183353424072, -0.10935447365045547, 0.07553036510944366, 0.04572919383645058, 0.04843193292617798, -0.049795571714639664, -0.04078686237335205, -0.10490598529577255, 0.23807142674922943, 0.05606188625097275, -0.030563682317733765, -0.09987834841012955, 0.06648896634578705, 0.223796546459198, -0.058651912957429886, 0.0366259329020977, -0.0450763925909996, 0.027417467907071114, -0.08880075067281723, -0.13231559097766876, 0.06739050149917603, -0.09630751609802246, -0.04895375669002533, -0.025381917133927345, 0.15189529955387115, -0.00803135521709919, 0.03572079539299011, 0.019526377320289612, 0.025877220556139946, -0.0445091687142849, -0.04844377189874649, 0.03749676048755646, 0.10953771322965622, 0.03174261748790741, 0.11540381610393524, -0.03771184757351875, -0.09523054957389832, -0.05184238404035568, -0.0005263809580355883, 0.09330841898918152, 0.2705637216567993, -0.03624355047941208, 0.01773543283343315, 0.17739233374595642, -0.08412595093250275, -0.1663789451122284, 0.0007642108830623329, 0.07259521633386612, 0.09609410166740417, 0.0027256463654339314, -0.0789429247379303, 0.01756257750093937, 0.0849713683128357, -0.007324099075049162, 0.10568322986364365, -0.312712699174881, -0.14742423593997955, 0.0125476298853755, -0.001303603290580213, 0.06034223735332489, -0.11286263912916183, -0.08309753984212875, -0.027255693450570107, -0.17698916792869568, 0.021479349583387375, -0.002318130573257804, 0.09538866579532623, -0.03182658180594444, 0.03963019326329231, 0.0361335463821888, -0.043525829911231995, 0.17199140787124634, -0.010340770706534386, 0.012687629088759422, -0.03654772415757179, -0.05255676060914993, 0.11064130812883377, -0.054448969662189484, 0.08134300261735916, 0.013033367693424225, 0.02348261885344982, -0.15930631756782532, -0.04023570194840431, -0.0798204243183136, 0.07154083251953125, -0.02814224548637867, -0.031516555696725845, -0.10598582774400711, 0.11211931705474854, -0.0009796811500564218, 0.056026641279459, 0.01890670321881771, -0.06586439162492752, 0.019596148282289505, 0.3044097125530243, 0.026786070317029953, -0.034097205847501755, -0.056650854647159576, 0.020581278949975967, -0.06011621281504631, 0.04244724288582802, -0.07420911639928818, -0.03150495886802673, 0.14320378005504608, -0.003535227384418249, 0.14027588069438934, -0.0018109864322468638, -0.1475122720003128, -0.025720685720443726, 0.0866401270031929, -0.11808281391859055, -0.25589245557785034, -0.05668506398797035, 0.00006274395127547905, -0.05808478221297264, 0.021712910383939743, 0.17310717701911926, -0.040160443633794785, -0.032865364104509354, 0.03762413561344147, -0.023461125791072845, -0.1367006152868271, 0.15247461199760437, 0.03877045959234238, 0.03431351110339165, -0.06909418851137161, 0.02937871217727661, 0.08874915540218353, -0.07450322061777115, -0.01650881953537464, 0.09695810079574585, -0.04057979956269264, -0.07425034791231155, -0.1546679437160492, 0.2210913747549057, -0.12229714542627335, -0.03777230158448219, -0.05443444848060608, -0.03505802899599075, 0.014357814565300941, 0.10743165761232376, 0.04847388342022896, -0.022667691111564636, -0.022532684728503227, -0.03342016413807869, -0.04829181730747223, 0.05613493174314499, 0.060551948845386505, 0.062188662588596344, -0.03932836651802063, 0.09047973901033401, -0.03971017897129059, 0.06360605359077454, -0.031952690333127975, -0.02537510357797146, -0.11869504302740097, -0.031032558530569077, -0.09980353713035583, -0.09040598571300507, -0.11095499247312546, -0.05843715742230415, -0.0004049203416798264, -0.026269063353538513, -0.015698090195655823, 0.016485167667269707, -0.04182974994182587, -0.05830219015479088, -0.029814954847097397, 0.04087221994996071, -0.06991185247898102, -0.035981494933366776, -0.003778903279453516, -0.016713567078113556, 0.035976652055978775, 0.008939576335251331, 0.037500690668821335, -0.035162702202796936, 0.01208705734461546, -0.06223706156015396, 0.0072396364994347095, 0.00041000297642312944, 0.0546036921441555, -0.17497870326042175, -0.02457943558692932, -0.03407960385084152, -0.03355148807168007, -0.03311342000961304, 0.030806807801127434, -0.05946798622608185, -0.026291314512491226, -0.012024796567857265, -0.01580592803657055, -0.030471716076135635, 0.0015146891819313169, -0.02986602485179901, 0.1326734721660614, 0.05477093160152435, -0.016566524282097816, 0.046496812254190445, -0.17194564640522003, -0.023172583431005478, -0.05215805023908615, -0.02239019051194191, 0.03614819794893265, -0.08280295878648758, 0.0015182343777269125, -0.0053361025638878345, 0.05517612770199776, -0.019746121019124985, -0.08329613506793976, 0.01139136217534542, -0.07210554927587509, 0.010531040839850903, 0.04193640872836113, 0.15795856714248657, 0.024329964071512222, 0.022825974971055984, -0.027204828336834908, 0.13942447304725647, 0.008953671902418137, 0.10629941523075104, 0.06701447069644928, 0.010647236369550228, 0.031753040850162506, 0.08305098861455917, 0.10528143495321274, -0.04984532669186592, -0.011557534337043762, -0.07475737482309341, 0.0024713315069675446, 0.04015616327524185, -0.03568538278341293, 0.1623973399400711, 0.12053713947534561, -0.19643445312976837, 0.10673194378614426, 0.0350862592458725, -0.05325739085674286, -0.019811352714896202, -0.08315862715244293, -0.06455549597740173, -0.10292626917362213, -0.04425186291337013, -0.09674057364463806, -0.005991043988615274, -0.05806008353829384, 0.009423655457794666, -0.02476695366203785, 0.16156288981437683, -0.04646731913089752, -0.02240930125117302, 0.016037456691265106, 0.0010778378928080201, -0.006111479364335537, -0.04507359117269516, -0.010121905244886875, -0.009554687887430191, -0.04108671844005585, 0.012406614609062672, 0.013139421120285988, 0.019862784072756767, 0.05596485361456871, 0.046947501599788666, -0.08285389840602875, -0.020351160317659378, 0.017437808215618134, 0.10822852700948715, 0.034012291580438614, 0.02545294165611267, -0.020011529326438904, -0.06222815066576004, 0.00688340375199914, -0.02691950649023056, -0.03415210172533989, -0.07435501366853714, 0.22218239307403564, -0.04519914835691452, 0.02450789324939251, -0.023755794391036034, -0.0990455150604248, -0.003057784168049693, 0.17380264401435852, 0.2542552649974823, -0.10353811085224152, -0.053740549832582474, 0.02283681556582451, 0.012664581649005413, 0.03893468528985977, 0.06106283888220787, -0.0031827480997890234, 0.15020650625228882, -0.04072675481438637, 0.09839645028114319, -0.030829966068267822, -0.07485555857419968, -0.04231563210487366, 0.028341762721538544, 0.019003238528966904, -0.017509814351797104, 0.03392893075942993, 0.10846607387065887, -0.07133112847805023, -0.07352185994386673, 0.0508151538670063, -0.16726279258728027, -0.12213115394115448, -0.0912870243191719, -0.004018035717308521, 0.011317656375467777, 0.1186365857720375, -0.08192609995603561, 0.00355761731043458, 0.12090691179037094, -0.014811410568654537, -0.08138897269964218, -0.16198956966400146, 0.043035492300987244, -0.07209984958171844, 0.0744275376200676, -0.03635723888874054, 0.03528270870447159, 0.10672293603420258, -0.034853920340538025, -0.1415625512599945, -0.046741828322410583, 0.014418395236134529, 0.004391783382743597, 0.02244848757982254, 0.07755938917398453, 0.009997840970754623, 0.03430427238345146, -0.026851831004023552, -0.18145067989826202, 0.0265494454652071, 0.04942735284566879, 0.025963537395000458, -0.09887872636318207, 0.07875015586614609, -0.07932562381029129, 0.16320733726024628, 0.15251709520816803, -0.07072870433330536, -0.027584785595536232, -0.01196135114878416, 0.04158037155866623, 0.10424081236124039, 0.24167269468307495, -0.05239680036902428, -0.1988760530948639, 0.030376849696040154, -0.03909284994006157, 0.002230321755632758, -0.2560320198535919, -0.07224087417125702, -0.0975036770105362, -0.01905461959540844, 0.013156828470528126, 0.15219448506832123, 0.07752897590398788, 0.015436389483511448, 0.008145580999553204, -0.16058994829654694, -0.040734756737947464, 0.059204064309597015, -0.08629866689443588, -0.10758419334888458 ]

[ "transformers", "tensorboard", "safetensors", "timesformer", "video-classification", "generated_from_trainer", "base_model:facebook/timesformer-base-finetuned-k400", "license:cc-by-nc-4.0", "endpoints_compatible", "region:us" ]

[]

[]

[ "### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 5e-05\n* train\\_batch\\_size: 8\n* eval\\_batch\\_size: 8\n* seed: 42\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: linear\n* lr\\_scheduler\\_warmup\\_ratio: 0.1\n* training\\_steps: 360", "### Training results", "### Framework versions\n\n\n* Transformers 4.37.0\n* Pytorch 2.1.2\n* Datasets 2.1.0\n* Tokenizers 0.15.1" ]

[ "TAGS\n#transformers #tensorboard #safetensors #timesformer #video-classification #generated_from_trainer #base_model-facebook/timesformer-base-finetuned-k400 #license-cc-by-nc-4.0 #endpoints_compatible #region-us \n", "### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 5e-05\n* train\\_batch\\_size: 8\n* eval\\_batch\\_size: 8\n* seed: 42\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: linear\n* lr\\_scheduler\\_warmup\\_ratio: 0.1\n* training\\_steps: 360", "### Training results", "### Framework versions\n\n\n* Transformers 4.37.0\n* Pytorch 2.1.2\n* Datasets 2.1.0\n* Tokenizers 0.15.1" ]

[ 70, 115, 4, 30 ]

[ "passage: TAGS\n#transformers #tensorboard #safetensors #timesformer #video-classification #generated_from_trainer #base_model-facebook/timesformer-base-finetuned-k400 #license-cc-by-nc-4.0 #endpoints_compatible #region-us \n### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 5e-05\n* train\\_batch\\_size: 8\n* eval\\_batch\\_size: 8\n* seed: 42\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: linear\n* lr\\_scheduler\\_warmup\\_ratio: 0.1\n* training\\_steps: 360### Training results### Framework versions\n\n\n* Transformers 4.37.0\n* Pytorch 2.1.2\n* Datasets 2.1.0\n* Tokenizers 0.15.1" ]

[ -0.09295554459095001, 0.07519832998514175, -0.002884975168853998, 0.0829772874712944, 0.10417769104242325, 0.019721901044249535, 0.12659567594528198, 0.15699909627437592, -0.07855994999408722, 0.04500596970319748, 0.12013638019561768, 0.08582058548927307, 0.04267901927232742, 0.15719830989837646, -0.050351936370134354, -0.2488672137260437, 0.013340317644178867, 0.04855254292488098, -0.0781003013253212, 0.13854902982711792, 0.09117650985717773, -0.13516439497470856, 0.09149255603551865, -0.013322842307388783, -0.1875203549861908, -0.0009676230838522315, 0.042475853115320206, -0.08275926858186722, 0.13716401159763336, 0.014783455990254879, 0.09551756083965302, 0.03505503386259079, 0.10307422280311584, -0.18806231021881104, 0.01375878881663084, 0.09454876184463501, -0.0043192277662456036, 0.060132946819067, 0.055935088545084, 0.05928029119968414, 0.12095282226800919, -0.11146599799394608, 0.06834720075130463, 0.02462940476834774, -0.14795470237731934, -0.25711190700531006, -0.08486640453338623, -0.0026498353108763695, 0.09195240586996078, 0.06520164012908936, -0.02370060607790947, 0.10280927270650864, -0.05973652005195618, 0.10038086026906967, 0.24904963374137878, -0.2733581066131592, -0.07836773246526718, 0.06237165629863739, 0.06789007037878036, 0.09553910046815872, -0.10983041673898697, 0.02430289424955845, 0.06094896048307419, 0.00396962882950902, 0.14412526786327362, -0.030666278675198555, -0.01983596384525299, -0.011798345483839512, -0.14221134781837463, -0.049130577594041824, 0.12417466193437576, 0.07657622545957565, -0.02911590039730072, -0.08166830241680145, -0.0465010441839695, -0.14022743701934814, -0.07075469940900803, -0.00396172609180212, 0.050513312220573425, -0.0606379397213459, -0.08522683382034302, -0.005258701276034117, -0.09892182052135468, -0.09702346473932266, 0.006951283663511276, 0.15515723824501038, 0.04036915302276611, 0.027545221149921417, -0.061866432428359985, 0.10296892374753952, 0.001398727879859507, -0.15322931110858917, 0.0006828672485426068, 0.02874109148979187, -0.014083780348300934, -0.037897493690252304, -0.04385329782962799, -0.029812218621373177, 0.0006643136148341, 0.11180943250656128, -0.07459050416946411, 0.06185295432806015, 0.006724164355546236, 0.03965242579579353, -0.10047892481088638, 0.167755126953125, -0.04915387183427811, -0.052126649767160416, -0.004814939573407173, 0.1207122728228569, 0.010438993573188782, -0.011263495311141014, -0.08644018322229385, 0.002431559609249234, 0.08407348394393921, 0.015269730240106583, -0.05025264620780945, 0.07487902045249939, -0.04036552086472511, -0.0051404251717031, 0.018846038728952408, -0.0887870267033577, 0.04129108414053917, 0.01920127496123314, -0.08202655613422394, -0.057190410792827606, 0.026003222912549973, -0.005616150330752134, 0.017655430361628532, 0.08357828110456467, -0.0815303698182106, 0.017468642443418503, -0.09626662731170654, -0.11032246053218842, 0.02880989946424961, -0.12410483509302139, 0.0054759252816438675, -0.07312365621328354, -0.13047075271606445, -0.010525542311370373, 0.042333170771598816, -0.011713145300745964, -0.014226023107767105, -0.054195575416088104, -0.076422318816185, 0.02622474730014801, -0.010932458564639091, 0.1112855076789856, -0.07533320784568787, 0.11432021111249924, 0.023142682388424873, 0.09139265865087509, -0.0028385070618242025, 0.05008907988667488, -0.06766140460968018, 0.02881803922355175, -0.20876744389533997, 0.03621581196784973, -0.07520152628421783, 0.012316063046455383, -0.0856156274676323, -0.07747954875230789, 0.022962646558880806, 0.018182767555117607, 0.03349512815475464, 0.0997590720653534, -0.2153158187866211, -0.08648621290922165, 0.17853982746601105, -0.0835578441619873, -0.12441827356815338, 0.10231874138116837, -0.0442429780960083, 0.02398054674267769, 0.05143103748559952, 0.17773185670375824, 0.0793503150343895, -0.14147691428661346, 0.035910122096538544, 0.0010688697220757604, 0.048164840787649155, -0.013543342240154743, 0.06970126926898956, 0.030429407954216003, 0.07069354504346848, 0.0010310742072761059, -0.08929602801799774, 0.04285425692796707, -0.09838058799505234, -0.07401394098997116, -0.024906013160943985, -0.08441978693008423, 0.053598903119564056, 0.060835205018520355, 0.048184942454099655, -0.10100533813238144, -0.09600387513637543, 0.06276102364063263, 0.08024265617132187, -0.04373953491449356, 0.04242827743291855, -0.08771320432424545, 0.04558103531599045, -0.013505098409950733, -0.008746961131691933, -0.15103816986083984, -0.045474544167518616, 0.021744010969996452, -0.025203008204698563, 0.0064947037026286125, 0.009697920642793179, 0.07390927523374557, 0.052684564143419266, -0.07466115802526474, -0.02359001524746418, -0.058031052350997925, 0.017493095248937607, -0.08301390707492828, -0.20736446976661682, -0.014992768876254559, -0.03699743375182152, 0.08904145658016205, -0.21861526370048523, 0.03289597108960152, 0.06761838495731354, 0.11884400248527527, 0.0645291730761528, -0.040141258388757706, -0.01236568670719862, 0.06370121985673904, -0.006883539259433746, -0.06717969477176666, 0.05587613955140114, -0.011140653863549232, -0.09166314452886581, -0.005519113969057798, -0.13716746866703033, 0.12981054186820984, 0.12780435383319855, -0.0711849257349968, -0.08409510552883148, 0.04301311820745468, -0.04879153147339821, -0.017910202965140343, -0.02314767800271511, 0.0075765675865113735, 0.14314712584018707, 0.007877595722675323, 0.14401748776435852, -0.09135738015174866, -0.048039745539426804, 0.04831374064087868, -0.023565195500850677, -0.01768084615468979, 0.08616234362125397, 0.06152447313070297, -0.07046995311975479, 0.11828435212373734, 0.1904332935810089, -0.03787361830472946, 0.1698211282491684, -0.07418718934059143, -0.087361641228199, -0.030034324154257774, 0.003473627846688032, 0.0026710627134889364, 0.14828523993492126, -0.10130611807107925, -0.0285490695387125, 0.0009129289537668228, 0.010592583566904068, -0.027295859530568123, -0.24032656848430634, -0.02875663712620735, 0.0431353822350502, -0.07533804327249527, -0.01218015793710947, -0.005772262811660767, 0.006591485813260078, 0.11492333561182022, 0.022736184298992157, -0.08216586709022522, 0.03433224558830261, -0.027248479425907135, -0.07398229092359543, 0.19006797671318054, -0.07812824845314026, -0.16539819538593292, -0.09865014255046844, -0.031124208122491837, -0.03246433660387993, -0.001227939035743475, 0.05909305810928345, -0.07951483875513077, -0.013588263653218746, -0.07807720452547073, 0.01345021277666092, 0.02345362864434719, 0.04107431322336197, 0.03731945529580116, 0.021826496347784996, 0.07734964042901993, -0.0998348668217659, 0.002691001631319523, -0.04868544638156891, -0.08059380948543549, 0.041671980172395706, 0.05117519199848175, 0.10509467124938965, 0.11955823004245758, -0.032433487474918365, 0.026563219726085663, -0.05724816396832466, 0.19852261245250702, -0.12714295089244843, 0.007459966465830803, 0.15757572650909424, -0.0046236333437263966, 0.051361408084630966, 0.11503138393163681, 0.0627286285161972, -0.08838532119989395, -0.0019076995085924864, 0.05811498686671257, -0.03461650013923645, -0.15889570116996765, -0.012411936186254025, -0.0336817130446434, 0.012014812789857388, 0.10563357919454575, 0.024132251739501953, 0.006880131084471941, 0.03578169271349907, 0.013609995134174824, 0.02422451414167881, 0.03261924162507057, 0.06642597913742065, 0.07352794706821442, 0.03050650656223297, 0.1055510863661766, -0.050961434841156006, -0.019760768860578537, 0.050038307905197144, 0.011658925563097, 0.20986197888851166, 0.004284650553017855, 0.10440900921821594, 0.07361599057912827, 0.12191390991210938, 0.013122512958943844, 0.008796975947916508, -0.0082008745521307, -0.05411376804113388, -0.00852244719862938, -0.04295952990651131, -0.009596163406968117, 0.024219006299972534, -0.06642834097146988, 0.004086898639798164, -0.10410372912883759, 0.025529978796839714, 0.055777955800294876, 0.29579880833625793, 0.06830469518899918, -0.3216976225376129, -0.055875614285469055, 0.0044022975489497185, -0.026287654414772987, -0.033079393208026886, 0.047335222363471985, 0.13512206077575684, -0.06586868315935135, 0.09244135767221451, -0.07013903558254242, 0.06264140456914902, -0.05622172728180885, 0.03649749979376793, 0.11099967360496521, 0.0441380999982357, -0.020740199834108353, 0.03962979093194008, -0.2820720374584198, 0.2954488694667816, 0.007529735565185547, 0.07427601516246796, -0.05206682160496712, -0.008420003578066826, 0.025087332352995872, 0.06424933671951294, 0.11739172786474228, -0.024360327050089836, -0.10345006734132767, -0.20415180921554565, -0.017166970297694206, 0.005860564298927784, 0.12359345704317093, -0.02362341620028019, 0.09592583775520325, -0.026598043739795685, -0.003208701964467764, 0.079403355717659, -0.08344683796167374, -0.07139614224433899, -0.05208783224225044, -0.010190142318606377, 0.04323611408472061, -0.03645363822579384, -0.08879977464675903, -0.08285075426101685, -0.13965147733688354, 0.09066595882177353, -0.06333549320697784, -0.024788353592157364, -0.10992587357759476, 0.03291815519332886, 0.0578475184738636, -0.06160438433289528, 0.06680120527744293, 0.0196366123855114, 0.13283686339855194, 0.0017711163964122534, -0.06255615502595901, 0.12346289306879044, -0.061193838715553284, -0.19069169461727142, -0.07123254239559174, 0.1273166388273239, 0.020921489223837852, 0.046167559921741486, -0.019190730527043343, 0.01622038707137108, 0.01807457208633423, -0.05462886393070221, 0.043493423610925674, -0.03615832328796387, 0.024460753425955772, -0.006524709518998861, -0.029140936210751534, 0.00377481896430254, -0.04693832993507385, -0.012999490834772587, 0.10762094706296921, 0.32683542370796204, -0.11158895492553711, 0.028010999783873558, 0.04045199602842331, -0.03186621516942978, -0.22634735703468323, 0.056401584297418594, 0.060823723673820496, -0.027689414098858833, 0.035188302397727966, -0.16424082219600677, 0.06011907756328583, 0.09579499065876007, -0.025116674602031708, 0.11567585915327072, -0.29785773158073425, -0.1363014131784439, 0.09074819833040237, 0.15449117124080658, 0.07548311352729797, -0.1324729472398758, -0.013387028127908707, 0.027842987328767776, -0.08302117884159088, 0.10184750705957413, -0.10087525099515915, 0.10780306905508041, -0.023678584024310112, 0.060557518154382706, 0.007625165395438671, -0.042813073843717575, 0.10783900320529938, -0.020779432728886604, 0.12747325003147125, -0.06185736507177353, -0.05669970437884331, 0.1125020757317543, -0.08306548744440079, 0.004509350750595331, -0.0650518462061882, 0.020155617967247963, -0.07314496487379074, 0.006299561355262995, -0.09346877038478851, 0.0014635476982221007, -0.03682579845190048, -0.0518200546503067, -0.05177021026611328, 0.0554790236055851, 0.012483596801757812, -0.03276843577623367, 0.18956463038921356, -0.00010869550897041336, 0.12325851619243622, 0.1313212811946869, 0.053165581077337265, -0.0654667392373085, -0.05867745354771614, -0.01297417376190424, -0.014959084801375866, 0.08546582609415054, -0.15781152248382568, 0.03252624347805977, 0.10803601890802383, 0.04320359230041504, 0.13885241746902466, 0.05001848191022873, -0.030987169593572617, 0.029341809451580048, 0.08354948461055756, -0.1425582319498062, -0.12514416873455048, 0.0008222218020819128, -0.06998035311698914, -0.11983991414308548, 0.040298737585544586, 0.10358040034770966, -0.05861459672451019, 0.024435585364699364, -0.010807505808770657, 0.026389343664050102, -0.035610027611255646, 0.15532229840755463, 0.04847603291273117, 0.052729446440935135, -0.11105050146579742, 0.1248423382639885, 0.023259706795215607, -0.0912550836801529, 0.0029127849265933037, 0.07307568937540054, -0.09576978534460068, -0.020709138363599777, 0.034217718988657, 0.13557106256484985, -0.04319588094949722, -0.05371544510126114, -0.13522091507911682, -0.15226738154888153, 0.07349200546741486, 0.2026483565568924, 0.07119302451610565, 0.02485884353518486, -0.0025434463750571012, 0.029348596930503845, -0.1033087819814682, 0.11728379875421524, 0.01378488726913929, 0.06160025671124458, -0.16797928512096405, 0.14870895445346832, 0.005370296072214842, 0.03150688111782074, -0.032936420291662216, 0.02825397253036499, -0.08346256613731384, 0.023994501680135727, -0.0841994360089302, -0.011847501620650291, -0.022794438526034355, 0.01675935834646225, -0.00814852211624384, -0.05263393744826317, -0.06673844158649445, 0.014126165769994259, -0.10007202625274658, -0.018654223531484604, 0.028293700888752937, 0.06633929163217545, -0.12668153643608093, -0.055061373859643936, 0.010384061373770237, -0.07938539236783981, 0.0613703653216362, 0.0088200643658638, 0.02104179747402668, 0.05006614699959755, -0.1206149309873581, -0.0017563898582011461, 0.07567142695188522, -0.00017526934971101582, 0.0445503294467926, -0.060440100729465485, -0.00011563988664420322, -0.0417766347527504, 0.007742691785097122, 0.009063977748155594, 0.0213787779211998, -0.11886143684387207, 0.027798907831311226, -0.018823061138391495, -0.045010268688201904, -0.050091251730918884, 0.05519067496061325, 0.10711848735809326, 0.007923484779894352, 0.1635088324546814, -0.09856734424829483, -0.0019170184386894107, -0.2245427519083023, -0.007949603721499443, 0.010230284184217453, -0.12386583536863327, -0.1023712158203125, -0.0338422991335392, 0.0752510279417038, -0.06089151278138161, 0.12483209371566772, 0.003526595886796713, 0.036479778587818146, 0.0584866963326931, -0.08535473048686981, -0.0008186869672499597, 0.04241003841161728, 0.17641273140907288, 0.007897844538092613, -0.04464029148221016, 0.035163503140211105, 0.034636933356523514, 0.09892160445451736, 0.051376331597566605, 0.17144092917442322, 0.17206455767154694, -0.013972707092761993, 0.09811695665121078, 0.051880329847335815, -0.06065761670470238, -0.16129139065742493, 0.10047924518585205, -0.08155165612697601, 0.11916371434926987, -0.03316568210721016, 0.17759080231189728, 0.12229953706264496, -0.17926546931266785, 0.035251185297966, -0.02759888395667076, -0.0544004887342453, -0.08178291469812393, -0.054920874536037445, -0.0791197419166565, -0.16813154518604279, 0.026351619511842728, -0.10918836295604706, 0.0730639174580574, 0.06934357434511185, 0.03128539398312569, -0.0005910472245886922, 0.206116184592247, -0.007635398302227259, 0.018795013427734375, 0.11358397454023361, 0.030503692105412483, -0.035354189574718475, -0.07455271482467651, -0.08092299103736877, 0.03905627876520157, -0.053832657635211945, 0.010008003562688828, -0.05863329395651817, -0.06340540200471878, 0.051840364933013916, 0.006952627561986446, -0.10207116603851318, 0.03778482973575592, 0.00870303250849247, 0.06805447489023209, 0.025043493136763573, 0.017634421586990356, 0.014185681007802486, -0.005978247616440058, 0.20378811657428741, -0.07655646651983261, -0.045170485973358154, -0.09385015815496445, 0.2082425057888031, 0.021988805383443832, 0.01888524927198887, -0.0032879451755434275, -0.08868706971406937, -0.004498116672039032, 0.1687527447938919, 0.15540437400341034, -0.06067807227373123, -0.006395323667675257, -0.034744150936603546, -0.008233253844082355, -0.03382721170783043, 0.10030641406774521, 0.06228478625416756, 0.007107982411980629, -0.06063172593712807, -0.06856605410575867, -0.02018115483224392, -0.0003570184635464102, -0.025621436536312103, 0.06647036969661713, 0.06192435324192047, 0.013653114438056946, -0.07350856065750122, 0.06095172464847565, -0.0027620582841336727, -0.16155235469341278, 0.09333990514278412, -0.2042909860610962, -0.12715910375118256, -0.017020680010318756, 0.07354752719402313, -0.011567974463105202, 0.05286116525530815, -0.002403107937425375, -0.005343729630112648, 0.0280813816934824, -0.009662486612796783, -0.03846873715519905, -0.1253686100244522, 0.07432457059621811, -0.1235266923904419, 0.2733440399169922, -0.05110551044344902, 0.026136072352528572, 0.09373735636472702, 0.018784187734127045, -0.08251992613077164, 0.07227691262960434, 0.04577801376581192, -0.09174805879592896, -0.02656533569097519, 0.12488488852977753, -0.051582735031843185, 0.14010794460773468, 0.058117520064115524, -0.10897725075483322, 0.020703505724668503, -0.10240837186574936, -0.09846556931734085, -0.057136375457048416, -0.024922197684645653, -0.013874161057174206, 0.13595931231975555, 0.19956117868423462, -0.029815638437867165, 0.012128033675253391, -0.05666841194033623, 0.004121092148125172, 0.0996343269944191, 0.06781955063343048, -0.02384292334318161, -0.18768943846225739, 0.03888252377510071, 0.07357848435640335, -0.00391410430893302, -0.19347722828388214, -0.10854142904281616, 0.01607292890548706, -0.04486795887351036, -0.06437738984823227, 0.07728010416030884, 0.09362312406301498, 0.053089652210474014, -0.0452432706952095, -0.13560523092746735, -0.037648264318704605, 0.17786484956741333, -0.1502859741449356, -0.07386285811662674 ]

[ "peft", "tensorboard", "safetensors", "generated_from_trainer", "base_model:bertin-project/BOLETIN", "license:openrail", "region:us" ]

[]

[]

[ "# BOLETIN_16bit_27\n\nThis model is a fine-tuned version of bertin-project/BOLETIN on an unknown dataset.", "## Model description\n\nMore information needed", "## Intended uses & limitations\n\nMore information needed", "## Training and evaluation data\n\nMore information needed", "## Training procedure", "### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 1.41e-05\n- train_batch_size: 4\n- eval_batch_size: 8\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- num_epochs: 3\n- mixed_precision_training: Native AMP", "### Training results", "### Framework versions\n\n- PEFT 0.7.1\n- Transformers 4.37.2\n- Pytorch 2.2.0+cu121\n- Datasets 2.14.6\n- Tokenizers 0.15.1" ]

[ "TAGS\n#peft #tensorboard #safetensors #generated_from_trainer #base_model-bertin-project/BOLETIN #license-openrail #region-us \n", "# BOLETIN_16bit_27\n\nThis model is a fine-tuned version of bertin-project/BOLETIN on an unknown dataset.", "## Model description\n\nMore information needed", "## Intended uses & limitations\n\nMore information needed", "## Training and evaluation data\n\nMore information needed", "## Training procedure", "### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 1.41e-05\n- train_batch_size: 4\n- eval_batch_size: 8\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- num_epochs: 3\n- mixed_precision_training: Native AMP", "### Training results", "### Framework versions\n\n- PEFT 0.7.1\n- Transformers 4.37.2\n- Pytorch 2.2.0+cu121\n- Datasets 2.14.6\n- Tokenizers 0.15.1" ]

[ 44, 35, 6, 12, 8, 3, 104, 4, 39 ]

[ "passage: TAGS\n#peft #tensorboard #safetensors #generated_from_trainer #base_model-bertin-project/BOLETIN #license-openrail #region-us \n# BOLETIN_16bit_27\n\nThis model is a fine-tuned version of bertin-project/BOLETIN on an unknown dataset.## Model description\n\nMore information needed## Intended uses & limitations\n\nMore information needed## Training and evaluation data\n\nMore information needed## Training procedure### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 1.41e-05\n- train_batch_size: 4\n- eval_batch_size: 8\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- num_epochs: 3\n- mixed_precision_training: Native AMP### Training results### Framework versions\n\n- PEFT 0.7.1\n- Transformers 4.37.2\n- Pytorch 2.2.0+cu121\n- Datasets 2.14.6\n- Tokenizers 0.15.1" ]

[ -0.1249622032046318, 0.107602059841156, -0.001842843135818839, 0.06677639484405518, 0.13021348416805267, -0.011148989200592041, 0.11315512657165527, 0.09225405752658844, -0.08653216063976288, 0.1000809296965599, 0.09291815757751465, -0.003124216804280877, 0.053449198603630066, 0.15850749611854553, -0.010093354620039463, -0.28094637393951416, 0.018190253525972366, 0.01930401846766472, -0.06726368516683578, 0.09106660634279251, 0.11383911967277527, -0.08581110090017319, 0.048156674951314926, 0.043585386127233505, -0.15271329879760742, 0.03737792372703552, -0.031008947640657425, -0.06708858162164688, 0.07786744832992554, 0.03960730507969856, 0.12558916211128235, -0.004006713163107634, 0.09129289537668228, -0.183453768491745, 0.009785646572709084, 0.07658609747886658, 0.05374867841601372, 0.10281065106391907, 0.09463176131248474, 0.046314142644405365, 0.10337836295366287, -0.09917883574962616, 0.09292830526828766, 0.03682241216301918, -0.06863546371459961, -0.19198600947856903, -0.09614324569702148, 0.14392924308776855, 0.06878262013196945, 0.07219847291707993, 0.004444694612175226, 0.1386251151561737, -0.06538403779268265, 0.05777021497488022, 0.21232283115386963, -0.27249813079833984, -0.10232782363891602, 0.023884151130914688, 0.07906519621610641, 0.06449869275093079, -0.11327042430639267, -0.04420674592256546, 0.08588520437479019, 0.03185300529003143, 0.06399019062519073, 0.014656392857432365, -0.011967997066676617, -0.026183336973190308, -0.161297008395195, -0.012436684221029282, 0.18027466535568237, 0.07470135390758514, -0.07602699100971222, -0.0853671059012413, -0.030147073790431023, -0.12653875350952148, -0.027338292449712753, -0.02510487474501133, 0.013771867379546165, -0.03934750705957413, -0.038972966372966766, -0.06181895360350609, -0.0871119499206543, -0.0711025595664978, 0.021823199465870857, 0.14835265278816223, 0.06414579600095749, 0.008212790824472904, -0.03205079212784767, 0.09253695607185364, -0.00904866773635149, -0.09106460213661194, -0.003668482881039381, -0.03203536570072174, -0.021188482642173767, -0.060322538018226624, -0.03195681795477867, -0.021679585799574852, 0.0076234727166593075, 0.14335216581821442, -0.11970795691013336, 0.06971248239278793, -0.000648466229904443, 0.03645335137844086, -0.03561558574438095, 0.1176130473613739, -0.05943720042705536, 0.06232896074652672, 0.004995220806449652, 0.10526992380619049, 0.0009693196043372154, 0.009685746394097805, -0.0711841881275177, -0.010670645162463188, 0.08348659425973892, 0.046848662197589874, -0.04892311617732048, -0.006955176126211882, -0.04095885902643204, -0.030482998117804527, 0.05563891679048538, -0.11010275036096573, 0.03666752204298973, -0.0024349091108888388, -0.07220184803009033, 0.03548567369580269, 0.02524314820766449, 0.00813750084489584, -0.022821998223662376, 0.08329329639673233, -0.10867106914520264, -0.01969549059867859, -0.10164931416511536, -0.06863441318273544, 0.033245716243982315, -0.018987150862812996, -0.004837507382035255, -0.10691514611244202, -0.1446983814239502, -0.023747727274894714, 0.028644630685448647, -0.054873280227184296, -0.07930063456296921, -0.006049737334251404, -0.0663142055273056, 0.020904427394270897, -0.025003943592309952, 0.1436023712158203, -0.022264031693339348, 0.08993355184793472, 0.00031922769267112017, -0.0015004357555881143, -0.02408641017973423, 0.028151066973805428, -0.059927113354206085, 0.053441960364580154, -0.10293485224246979, 0.024612324312329292, -0.1213063895702362, 0.04726443439722061, -0.12439444661140442, -0.1203673705458641, -0.04098939150571823, -0.01043674536049366, 0.10860386490821838, 0.10432370007038116, -0.10237246751785278, -0.035043489187955856, 0.16806790232658386, -0.10002128779888153, -0.09966415166854858, 0.10893767327070236, -0.02254977636039257, 0.023507021367549896, 0.042482178658246994, 0.14823177456855774, 0.10170209407806396, -0.1525970995426178, -0.01702811010181904, 0.014330963604152203, 0.10184800624847412, -0.030174385756254196, 0.08510738611221313, -0.021369611844420433, -0.06978555768728256, 0.015494249761104584, -0.018135540187358856, 0.027701040729880333, -0.10573422908782959, -0.06441950798034668, -0.04261032119393349, -0.09301288425922394, 0.04829742759466171, 0.020906638354063034, 0.0464869923889637, -0.0720280185341835, -0.11774221062660217, 0.1326693743467331, 0.14229515194892883, -0.0339541919529438, 0.012570206075906754, -0.07060360908508301, 0.07442637532949448, -0.060809340327978134, -0.04479319974780083, -0.1662129908800125, -0.10993664711713791, 0.04716389253735542, -0.08096539229154587, 0.012612312100827694, -0.008184616453945637, 0.05450040102005005, 0.07861390709877014, -0.027793144807219505, -0.04074321687221527, -0.1238897293806076, -0.01659449003636837, -0.11387503892183304, -0.1749330759048462, -0.0709378644824028, -0.03215417265892029, 0.13596691191196442, -0.2560228407382965, 0.02269493229687214, -0.02479761838912964, 0.15309378504753113, 0.03475823253393173, -0.058092352002859116, -0.013562772423028946, 0.069801926612854, -0.0029375837184488773, -0.0681576356291771, 0.03712571784853935, 0.028339164331555367, -0.07565049827098846, -0.049074701964855194, -0.09292451292276382, 0.0711415484547615, 0.06687884777784348, 0.07477792352437973, -0.09110481292009354, -0.08769753575325012, -0.10262921452522278, -0.037782568484544754, -0.0529673770070076, -0.014867848716676235, 0.1299654245376587, 0.016077347099781036, 0.14792992174625397, -0.09931851923465729, -0.05801382660865784, 0.024860335513949394, -0.027678094804286957, -0.03158728778362274, 0.098163902759552, 0.09135787189006805, -0.04562801495194435, 0.09639862179756165, 0.061589423567056656, -0.0877847969532013, 0.15904970467090607, -0.06305967271327972, -0.12352293729782104, -0.007590038236230612, 0.05624348670244217, 0.010789284482598305, 0.14344200491905212, -0.07358978688716888, 0.022783635184168816, 0.02411414310336113, 0.015070346184074879, 0.06485377997159958, -0.17168912291526794, -0.013299793004989624, 0.0007999736117199063, -0.012968694791197777, -0.01219925656914711, 0.004787045530974865, 0.014341306872665882, 0.09029590338468552, 0.03242170065641403, -0.010926926508545876, 0.006504550576210022, 0.010396981611847878, -0.0824396014213562, 0.18832731246948242, -0.10668998211622238, -0.13117966055870056, -0.16645817458629608, 0.04699256643652916, -0.04100476950407028, -0.04384734109044075, 0.016086401417851448, -0.08030179888010025, -0.04326007515192032, -0.08529959619045258, -0.020882131531834602, -0.08588247001171112, 0.003582021687179804, 0.05059781298041344, 0.008637563325464725, 0.12992027401924133, -0.12288115918636322, 0.023737192153930664, -0.010351346805691719, -0.06403490900993347, -0.019235018640756607, 0.03921820968389511, 0.0917900800704956, 0.10932422429323196, -0.0017963743302971125, 0.018498172983527184, -0.04158180207014084, 0.22930952906608582, -0.047109924256801605, -0.032294437289237976, 0.12451303750276566, 0.014322678558528423, 0.068400539457798, 0.07346465438604355, 0.06092805415391922, -0.07787426561117172, 0.04947946220636368, 0.07685569673776627, -0.01845455914735794, -0.2554300129413605, -0.0434991717338562, -0.03119218535721302, -0.036281291395425797, 0.11388882994651794, 0.06971777230501175, -0.004193542525172234, 0.06775917857885361, -0.028282880783081055, 0.05684327706694603, -0.05599437281489372, 0.11038394272327423, 0.07394567877054214, 0.020559003576636314, 0.08543284982442856, -0.031821370124816895, -0.02823321707546711, 0.06227314472198486, 0.0034547450486570597, 0.24750718474388123, -0.007989898324012756, 0.06645193696022034, 0.06692995876073837, 0.1695443093776703, 0.007734087761491537, 0.04086672514677048, -0.007623135577887297, -0.018078647553920746, 0.026744525879621506, -0.07043256610631943, -0.006481799762696028, 0.033254459500312805, -0.04157097637653351, 0.0904146134853363, -0.1194160208106041, -0.012191105633974075, -0.01953345723450184, 0.27087315917015076, 0.027914900332689285, -0.29383745789527893, -0.09898160398006439, -0.0003010643704328686, -0.05215978994965553, -0.10269412398338318, 0.0384143628180027, 0.10831049829721451, -0.11384863406419754, 0.026773996651172638, -0.06666350364685059, 0.11573110520839691, 0.007125390227884054, -0.02684645727276802, 0.04398030787706375, 0.14962510764598846, -0.018538273870944977, 0.08933208137750626, -0.19308160245418549, 0.2225346565246582, 0.0041440678760409355, 0.09916729480028152, -0.010114316828548908, 0.04049885645508766, 0.006122395396232605, 0.05128706246614456, 0.08043322712182999, -0.004166396334767342, 0.0122994314879179, -0.2011823058128357, -0.10265224426984787, 0.029295502230525017, 0.09941958636045456, -0.02306947484612465, 0.07623198628425598, -0.03388882055878639, 0.029543450102210045, 0.031793951988220215, -0.05478714406490326, -0.2199442982673645, -0.10800192505121231, 0.014636228792369366, 0.03398935869336128, 0.0032221057917922735, -0.1271911859512329, -0.11652463674545288, -0.041085731238126755, 0.12035727500915527, -0.0348871573805809, -0.04968686029314995, -0.1315431147813797, 0.10247094184160233, 0.1338077187538147, -0.047978077083826065, 0.029186895117163658, -0.010115192271769047, 0.15436218678951263, 0.007820199243724346, -0.054445162415504456, 0.052631303668022156, -0.08517688512802124, -0.1658352166414261, -0.05883592367172241, 0.15664950013160706, 0.06725767254829407, 0.03442234918475151, -0.014562358148396015, -0.008076475001871586, -0.0007334970287047327, -0.09295627474784851, -0.0012281910749152303, 0.06989745795726776, 0.03048757277429104, 0.024926114827394485, -0.09902981668710709, 0.076154425740242, -0.029584279283881187, -0.0399300642311573, 0.10119524598121643, 0.22201895713806152, -0.07973574846982956, 0.03757881000638008, 0.08803050965070724, -0.071013443171978, -0.1409493088722229, 0.06577485054731369, 0.16718411445617676, 0.021469779312610626, 0.011181820183992386, -0.20536957681179047, 0.10335711389780045, 0.13514742255210876, -0.03080204501748085, 0.09109967947006226, -0.3000645041465759, -0.11083994805812836, 0.08422339707612991, 0.1126597672700882, 0.017621738836169243, -0.15331251919269562, -0.06494994461536407, 0.0030256863683462143, -0.10407034307718277, 0.0881417840719223, -0.07778820395469666, 0.07547163218259811, -0.009987633675336838, 0.09598732739686966, 0.023034144192934036, -0.036689650267362595, 0.1582600325345993, -0.03264859318733215, 0.059955209493637085, -0.02947455644607544, 0.05486560985445976, 0.04738062992691994, -0.06140159070491791, 0.05861162766814232, -0.0045014931820333, 0.06560765951871872, -0.16008226573467255, -0.029133856296539307, -0.0754351019859314, 0.07805376499891281, -0.06921090185642242, -0.051124539226293564, -0.041288167238235474, 0.05748192220926285, 0.01107106450945139, -0.015796249732375145, 0.0750223845243454, 0.014544441364705563, 0.1525728404521942, 0.10479313880205154, 0.06351017206907272, -0.02251799963414669, -0.10788379609584808, 0.002171519212424755, -0.03800499439239502, 0.09219730645418167, -0.11768902838230133, -0.006927753333002329, 0.12065733224153519, 0.03438542038202286, 0.12308382987976074, 0.0347626619040966, -0.09508603066205978, -0.0036077380646020174, 0.05266454443335533, -0.09840606898069382, -0.13056853413581848, -0.044535767287015915, 0.1450580507516861, -0.16290466487407684, 0.02613047882914543, 0.09751714020967484, -0.10312346369028091, -0.023226076737046242, -0.006901013199239969, -0.0074783992022275925, -0.026785381138324738, 0.1515577882528305, 0.06965836137533188, 0.06779822707176208, -0.0492815338075161, 0.08009656518697739, 0.07788579910993576, -0.10141105949878693, 0.037204671651124954, 0.06889357417821884, -0.05875687301158905, -0.0049271173775196075, 0.0375480093061924, 0.12757538259029388, -0.042162202298641205, -0.06685787439346313, -0.06653713434934616, -0.09540868550539017, 0.054825909435749054, 0.09294798970222473, 0.02935457043349743, -0.017741762101650238, -0.01669861376285553, 0.055437006056308746, -0.14129982888698578, 0.09634813666343689, 0.050481732934713364, 0.09082601219415665, -0.17266713082790375, 0.10614962875843048, 0.007856032811105251, 0.02014211006462574, -0.002769782207906246, 0.00985656213015318, -0.10124948620796204, -0.019602390006184578, -0.1310540735721588, -0.0012007366167381406, -0.029035696759819984, 0.008247748017311096, -0.015510659664869308, -0.05224296823143959, -0.05303795635700226, 0.04778151214122772, -0.06695754826068878, -0.04247528687119484, 0.029240507632493973, 0.07617862522602081, -0.10781452059745789, 0.017368175089359283, 0.031230729073286057, -0.08412817120552063, 0.05898796021938324, 0.03011675924062729, 0.043475713580846786, 0.029379015788435936, -0.08988871425390244, 0.04304087534546852, 0.014017795212566853, 0.01378003042191267, 0.03987056761980057, -0.07880471646785736, -0.002856835490092635, -0.0327790342271328, 0.049270372837781906, -0.0020082287956029177, 0.011645431630313396, -0.1492355614900589, -0.0816381424665451, -0.012073371559381485, -0.039793338626623154, -0.06294192373752594, 0.03975016623735428, 0.0590500682592392, 0.06156235560774803, 0.1222831979393959, -0.09004820883274078, 0.021387040615081787, -0.17941804230213165, -0.014958212152123451, -0.017526069656014442, 0.009985582903027534, -0.026093173772096634, -0.022480789572000504, 0.05395207554101944, -0.04927937686443329, 0.09410367906093597, -0.028259918093681335, 0.05973420664668083, 0.0426495335996151, -0.0984576866030693, -0.004616930615156889, 0.014522017911076546, 0.24172697961330414, 0.05140937492251396, 0.013134959153831005, 0.05268111079931259, -0.019109249114990234, 0.05113176256418228, 0.07882637530565262, 0.14453554153442383, 0.15346209704875946, -0.056914765387773514, 0.05780121311545372, 0.06558606028556824, -0.07811149954795837, -0.10641269385814667, 0.0697292611002922, 0.009242985397577286, 0.09504667669534683, -0.04979784041643143, 0.18999764323234558, 0.13889607787132263, -0.14501017332077026, 0.022259803488850594, -0.014038030058145523, -0.09953711926937103, -0.11168644577264786, -0.05242672935128212, -0.06226080283522606, -0.13114722073078156, 0.018272554501891136, -0.13088978826999664, 0.009250364266335964, 0.058571089059114456, 0.021211624145507812, 0.01470782421529293, 0.15946459770202637, 0.023620707914233208, -0.0020786013919860125, 0.07802974432706833, 0.007390597835183144, 0.008254652842879295, -0.08721933513879776, -0.08435359597206116, 0.05815470218658447, -0.019865553826093674, 0.05252866446971893, -0.044521357864141464, -0.024926526471972466, 0.03119668923318386, 0.030517015606164932, -0.0604153610765934, 0.029203111305832863, 0.007137535139918327, 0.03424547612667084, 0.05872763320803642, 0.0278660636395216, -0.009207867085933685, -0.06648494303226471, 0.26920923590660095, -0.07220344245433807, -0.021455558016896248, -0.13874666392803192, 0.19798524677753448, 0.005606268532574177, -0.019910305738449097, 0.043310582637786865, -0.10354354232549667, -0.025078168138861656, 0.16705162823200226, 0.09187714010477066, -0.01767778769135475, -0.02268972061574459, 0.003233265830203891, -0.02361828088760376, -0.08614201843738556, 0.13756459951400757, 0.10545708984136581, 0.06557746231555939, -0.04949544370174408, -0.005721196532249451, -0.04580400511622429, 0.0019126740517094731, -0.09575385600328445, 0.06053509563207626, 0.027507895603775978, -0.014261452481150627, -0.05715436860918999, 0.0863921120762825, -0.0075169638730585575, -0.1326431781053543, 0.007655099034309387, -0.10406337678432465, -0.17950507998466492, -0.038091935217380524, 0.048886723816394806, -0.01332742627710104, 0.04588057100772858, -0.03331294655799866, -0.0016506373649463058, 0.1280212551355362, -0.022949188947677612, -0.021279718726873398, -0.13303270936012268, 0.09155088663101196, -0.026340067386627197, 0.24251674115657806, 0.0032914101611822844, 0.06745831668376923, 0.10746575891971588, 0.011772622354328632, -0.13824015855789185, 0.006604853551834822, 0.07608968019485474, -0.08663160353899002, 0.010742762126028538, 0.1519690752029419, -0.02811821922659874, 0.11413100361824036, 0.0138280363753438, -0.1521185338497162, -0.043357864022254944, -0.06077534705400467, -0.010695075616240501, -0.09327031672000885, 0.042948704212903976, -0.0797049030661583, 0.1347205638885498, 0.18008752167224884, -0.06912770867347717, -0.04647229611873627, -0.07231993973255157, 0.05093657225370407, 0.04856986925005913, 0.08251318335533142, 0.01025268156081438, -0.22213104367256165, 0.006734909489750862, -0.010989625938236713, 0.01886616460978985, -0.29887789487838745, -0.051967669278383255, 0.02057681605219841, -0.03449204936623573, -0.06358162313699722, 0.10462969541549683, 0.06166078895330429, 0.034890905022621155, -0.039279889315366745, -0.11067751049995422, -0.0658215582370758, 0.14496026933193207, -0.12149003893136978, -0.03663308918476105 ]

[ "pytorch", "onnx", "remove background", "background", "background-removal", "Pytorch", "vision", "legal liability", "image-to-image", "license:other", "region:us" ]

[]

[]

[ "### Model Description\n\n\n* Developed by: BRIA AI\n* Model type: Background Removal\n* License: bria-rmbg-1.4\n\n\n\t+ The model is released under a Creative Commons license for non-commercial use.\n\t+ Commercial use is subject to a commercial agreement with BRIA. Contact Us for more information.\n* Model Description: BRIA RMBG 1.4 is a saliency segmentation model trained exclusively on a professional-grade dataset.\n* BRIA: Resources for more information: BRIA AI\n\n\nTraining data\n-------------\n\n\nBria-RMBG model was trained with over 12,000 high-quality, high-resolution, manually labeled (pixel-wise accuracy), fully licensed images.\nOur benchmark included balanced gender, balanced ethnicity, and people with different types of disabilities.\nFor clarity, we provide our data distribution according to different categories, demonstrating our model’s versatility.", "### Distribution of images:\n\n\n\n\n\n\nQualitative Evaluation\n----------------------\n\n\n!examples\n\n\nArchitecture\n------------\n\n\nRMBG v1.4 is developed on the IS-Net enhanced with our unique training scheme and proprietary dataset.\nThese modifications significantly improve the model’s accuracy and effectiveness in diverse image-processing scenarios.\n\n\nInstallation\n------------\n\n\nUsage\n-----" ]

[ "TAGS\n#pytorch #onnx #remove background #background #background-removal #Pytorch #vision #legal liability #image-to-image #license-other #region-us \n", "### Model Description\n\n\n* Developed by: BRIA AI\n* Model type: Background Removal\n* License: bria-rmbg-1.4\n\n\n\t+ The model is released under a Creative Commons license for non-commercial use.\n\t+ Commercial use is subject to a commercial agreement with BRIA. Contact Us for more information.\n* Model Description: BRIA RMBG 1.4 is a saliency segmentation model trained exclusively on a professional-grade dataset.\n* BRIA: Resources for more information: BRIA AI\n\n\nTraining data\n-------------\n\n\nBria-RMBG model was trained with over 12,000 high-quality, high-resolution, manually labeled (pixel-wise accuracy), fully licensed images.\nOur benchmark included balanced gender, balanced ethnicity, and people with different types of disabilities.\nFor clarity, we provide our data distribution according to different categories, demonstrating our model’s versatility.", "### Distribution of images:\n\n\n\n\n\n\nQualitative Evaluation\n----------------------\n\n\n!examples\n\n\nArchitecture\n------------\n\n\nRMBG v1.4 is developed on the IS-Net enhanced with our unique training scheme and proprietary dataset.\nThese modifications significantly improve the model’s accuracy and effectiveness in diverse image-processing scenarios.\n\n\nInstallation\n------------\n\n\nUsage\n-----" ]

[ 49, 202, 78 ]

[ "passage: TAGS\n#pytorch #onnx #remove background #background #background-removal #Pytorch #vision #legal liability #image-to-image #license-other #region-us \n### Model Description\n\n\n* Developed by: BRIA AI\n* Model type: Background Removal\n* License: bria-rmbg-1.4\n\n\n\t+ The model is released under a Creative Commons license for non-commercial use.\n\t+ Commercial use is subject to a commercial agreement with BRIA. Contact Us for more information.\n* Model Description: BRIA RMBG 1.4 is a saliency segmentation model trained exclusively on a professional-grade dataset.\n* BRIA: Resources for more information: BRIA AI\n\n\nTraining data\n-------------\n\n\nBria-RMBG model was trained with over 12,000 high-quality, high-resolution, manually labeled (pixel-wise accuracy), fully licensed images.\nOur benchmark included balanced gender, balanced ethnicity, and people with different types of disabilities.\nFor clarity, we provide our data distribution according to different categories, demonstrating our model’s versatility.### Distribution of images:\n\n\n\n\n\n\nQualitative Evaluation\n----------------------\n\n\n!examples\n\n\nArchitecture\n------------\n\n\nRMBG v1.4 is developed on the IS-Net enhanced with our unique training scheme and proprietary dataset.\nThese modifications significantly improve the model’s accuracy and effectiveness in diverse image-processing scenarios.\n\n\nInstallation\n------------\n\n\nUsage\n-----" ]

[ -0.10277040302753448, 0.11806594580411911, -0.0034370289649814367, 0.08388208597898483, 0.13118916749954224, 0.04491645097732544, 0.21792779862880707, 0.0726001113653183, -0.021341025829315186, 0.000004773577984451549, -0.029309941455721855, -0.02591613121330738, 0.09370066225528717, 0.1327860802412033, 0.019858285784721375, -0.28855982422828674, 0.04578710347414017, 0.035564959049224854, -0.06886366009712219, 0.07320927828550339, 0.10965787619352341, -0.09051994234323502, 0.009802133776247501, 0.03730364888906479, -0.06752141565084457, -0.04606306180357933, 0.026793571189045906, -0.016835177317261696, 0.1067390888929367, 0.05579458549618721, 0.14510923624038696, 0.054845817387104034, 0.07478278875350952, -0.2832878828048706, 0.03222082555294037, 0.07103883475065231, -0.041906747967004776, 0.06643778830766678, 0.09278158098459244, -0.03515676036477089, 0.11892488598823547, -0.008950789459049702, 0.03133291006088257, 0.07360778003931046, -0.055201031267642975, -0.1872338056564331, -0.1093733012676239, 0.15860185027122498, 0.029557380825281143, 0.017640074715018272, -0.0051361145451664925, 0.038230378180742264, -0.07228082418441772, 0.027761973440647125, 0.05956405773758888, -0.1283375769853592, -0.020282695069909096, -0.0792173370718956, -0.0370962880551815, 0.02630431018769741, -0.08789972215890884, -0.023977145552635193, -0.03196430206298828, 0.05081536993384361, 0.12545157968997955, -0.03472580760717392, -0.024543609470129013, -0.036535464227199554, -0.07860063016414642, -0.018572203814983368, 0.22864528000354767, 0.08681163936853409, -0.08542145043611526, -0.1251218467950821, -0.008641418069601059, 0.020746946334838867, 0.0062010763213038445, 0.00923939235508442, -0.01856078952550888, -0.033365484327077866, -0.062083180993795395, -0.07329405844211578, -0.10165953636169434, -0.012542907148599625, 0.03237314149737358, 0.09009711444377899, 0.0703422799706459, 0.07455374300479889, -0.05566910654306412, 0.044801466166973114, 0.11092567443847656, -0.0329061858355999, -0.02143823355436325, -0.07693088799715042, -0.10643914341926575, 0.0046766106970608234, -0.022826090455055237, 0.008881084620952606, -0.042838193476200104, 0.1580415666103363, 0.016194406896829605, 0.00802698079496622, -0.04267904534935951, 0.011825359426438808, 0.07148784399032593, 0.12860272824764252, -0.12979143857955933, 0.009171578101813793, 0.0498712956905365, -0.0210536178201437, -0.09567460417747498, -0.018197260797023773, -0.08059202879667282, -0.0035543751437216997, 0.006992192938923836, 0.07434654980897903, -0.05634789913892746, 0.09695252776145935, -0.05466225743293762, -0.08122581988573074, 0.048191823065280914, -0.09921614080667496, 0.01701284572482109, -0.010889516212046146, -0.0017660921439528465, -0.08213407546281815, 0.04060133546590805, -0.06190123036503792, -0.08860637992620468, 0.0014874748885631561, -0.03293273597955704, -0.033693064004182816, -0.0890580341219902, -0.09509684890508652, 0.01513742096722126, -0.024060096591711044, -0.03938373178243637, -0.043732836842536926, -0.1986686736345291, -0.011071502231061459, 0.044457342475652695, -0.004490139428526163, -0.007314570713788271, 0.034146618098020554, -0.02872895635664463, -0.06729548424482346, -0.01630818098783493, -0.05841599777340889, 0.010109513998031616, 0.027827994897961617, -0.050234485417604446, 0.008931698277592659, -0.0010594867635518312, 0.06903523206710815, 0.020236264914274216, 0.03610239923000336, -0.14209936559200287, 0.13639280200004578, -0.09439034759998322, -0.10654176026582718, 0.007199499756097794, -0.09957165271043777, -0.05187287554144859, -0.026412000879645348, -0.032650113105773926, 0.05660129338502884, -0.17096184194087982, -0.04466986656188965, 0.15536391735076904, -0.13716347515583038, -0.00920586846768856, 0.072206512093544, -0.11624759435653687, 0.0644650012254715, 0.07079309225082397, 0.03655809909105301, 0.18035118281841278, 0.014828136190772057, -0.1004960760474205, -0.04240984469652176, -0.053387947380542755, -0.009763265959918499, 0.08402961492538452, 0.05502766743302345, 0.03989693522453308, 0.027408257126808167, -0.07033570110797882, 0.07542470842599869, -0.04305298998951912, -0.04696425050497055, 0.013786331750452518, -0.03211743012070656, 0.05283735319972038, -0.02558940090239048, -0.03554327040910721, 0.03606000915169716, -0.02288021147251129, 0.058857355266809464, 0.10697335004806519, -0.08141889423131943, -0.008616390638053417, -0.1510857343673706, -0.02918277680873871, 0.002140654483810067, 0.0035534752532839775, -0.16566826403141022, -0.0472339428961277, 0.054980237036943436, -0.10223454982042313, 0.07119785249233246, 0.05529741942882538, -0.008104001171886921, 0.03155646100640297, -0.07816839218139648, -0.027026187628507614, -0.11663517355918884, -0.011996202170848846, 0.011833129450678825, -0.09550558030605316, -0.10088500380516052, -0.04478674381971359, 0.10349279642105103, -0.05468026176095009, 0.045179177075624466, 0.016166135668754578, 0.09181283414363861, 0.08892299979925156, -0.034522056579589844, -0.017833491787314415, 0.025485588237643242, -0.03486940264701843, -0.043212007731199265, -0.03863844648003578, -0.011957328766584396, -0.019900135695934296, 0.1403706669807434, -0.03922030329704285, 0.0328904464840889, 0.01418338343501091, 0.0011629455257207155, -0.026169918477535248, 0.00335432100109756, -0.03300565853714943, 0.005143674090504646, -0.08520999550819397, -0.02669709548354149, 0.13504493236541748, 0.031442757695913315, 0.12545742094516754, -0.09385830163955688, -0.025363266468048096, 0.006647943053394556, 0.02701045200228691, -0.044105496257543564, -0.029029512777924538, 0.06438424438238144, -0.1097976416349411, 0.06656329333782196, -0.04137522354722023, 0.022750303149223328, 0.12446920573711395, 0.0019865368958562613, -0.02614540420472622, -0.08435462415218353, -0.009697338566184044, -0.00045739312190562487, 0.2368343323469162, -0.061621539294719696, 0.03649885207414627, 0.0517004132270813, 0.0015877431724220514, 0.046207938343286514, -0.11685755103826523, 0.027147196233272552, 0.007822114042937756, -0.07781612128019333, -0.06022726371884346, -0.08193456381559372, 0.0332585871219635, 0.08800073713064194, -0.027783632278442383, 0.059409916400909424, 0.010297820903360844, -0.02315157651901245, -0.09979081153869629, 0.12744750082492828, -0.14413392543792725, -0.23755264282226562, -0.1814936101436615, -0.041368938982486725, -0.05207015946507454, 0.041907601058483124, -0.04251852631568909, -0.055279266089200974, -0.04160162806510925, -0.023544492200016975, 0.10228386521339417, -0.06849942356348038, -0.0537562295794487, -0.020056072622537613, 0.0688650906085968, 0.025993671268224716, -0.08056767284870148, 0.013761986047029495, 0.020597612485289574, -0.04914526268839836, 0.05868101865053177, 0.002819226123392582, 0.05181790515780449, 0.09244281053543091, -0.05294838920235634, -0.000721695483662188, -0.06878617405891418, 0.06912844628095627, -0.03735871613025665, 0.08016077429056168, 0.14439237117767334, -0.023079941049218178, 0.049706216901540756, 0.1324886828660965, 0.012845069169998169, -0.022064276039600372, -0.0050003849901258945, 0.0679372102022171, -0.013168671168386936, -0.25260668992996216, -0.06714124977588654, -0.08117547631263733, -0.03862563520669937, 0.020390450954437256, 0.05914771929383278, 0.09872650355100632, 0.08725642412900925, -0.11623167991638184, 0.035947155207395554, 0.09720592945814133, 0.047850288450717926, 0.10689383000135422, -0.07449299097061157, 0.06537189334630966, -0.06361955404281616, -0.0407324843108654, 0.06870894134044647, 0.12283513695001602, 0.386045902967453, -0.005242169834673405, 0.13115322589874268, 0.12185335904359818, 0.06780808418989182, 0.017926033586263657, 0.06433333456516266, 0.04308216646313667, 0.028857316821813583, -0.00351881654933095, -0.015503081493079662, -0.003272443311288953, 0.012675351463258266, 0.055656615644693375, -0.06004723161458969, -0.001457867445424199, -0.07486537843942642, 0.022692818194627762, 0.1543055772781372, -0.029814111068844795, -0.08992797136306763, -0.026517264544963837, 0.04824153333902359, -0.025225335732102394, -0.12031711637973785, -0.025516854599118233, 0.15885280072689056, -0.12223450839519501, 0.03504503145813942, -0.07292328029870987, 0.09150027483701706, -0.16699685156345367, -0.042032718658447266, 0.01750747114419937, 0.004922196734696627, -0.01990334689617157, 0.08546772599220276, -0.1920265257358551, 0.1459915041923523, 0.02879997529089451, 0.06706231087446213, -0.11138182878494263, 0.036422066390514374, 0.011507395654916763, 0.06881767511367798, 0.04658372327685356, 0.025916196405887604, -0.12709833681583405, -0.15423713624477386, 0.11478589475154877, 0.04242677986621857, 0.11880283057689667, 0.016270991414785385, 0.04928962141275406, -0.037214841693639755, 0.03080875240266323, 0.008755046874284744, 0.00293095619417727, -0.20279790461063385, -0.17084534466266632, 0.021991582587361336, 0.026989614591002464, -0.06018735095858574, -0.12197154760360718, -0.013036910444498062, 0.007060531992465258, 0.10797678679227829, -0.14588125050067902, -0.013819853775203228, -0.12460468709468842, 0.04809226095676422, 0.092583566904068, -0.05755159258842468, 0.003979382570832968, -0.009576534852385521, 0.1944940686225891, -0.04682603105902672, -0.08750724047422409, -0.09154708683490753, -0.06163528561592102, -0.12387450039386749, -0.09457315504550934, 0.005941080395132303, 0.10519392788410187, 0.030862882733345032, -0.02188103087246418, -0.043001823127269745, 0.01120054442435503, -0.11004020273685455, -0.03612070530653, 0.07829543948173523, 0.03293934091925621, 0.1836506873369217, -0.19753743708133698, -0.13082551956176758, -0.10076187551021576, -0.005818736739456654, 0.017170386388897896, 0.14237827062606812, -0.10530902445316315, 0.11519520729780197, 0.12967148423194885, -0.07587379217147827, -0.24587011337280273, 0.015979399904608727, 0.04992038011550903, 0.025448894128203392, 0.045798610895872116, -0.2893787920475006, -0.026030605658888817, 0.01168148871511221, -0.010672800242900848, 0.009875117801129818, -0.1391804963350296, -0.11898541450500488, 0.08557786047458649, 0.042330313473939896, -0.007932203821837902, -0.0065907700918614864, -0.002828625962138176, -0.12943395972251892, 0.01234749611467123, 0.11730064451694489, 0.04895639419555664, 0.10423760116100311, -0.027243541553616524, 0.03665507957339287, -0.018537111580371857, 0.011287562549114227, 0.12926813960075378, 0.04009699076414108, 0.14174294471740723, -0.02931317314505577, 0.0005484826397150755, 0.3142731487751007, -0.06124110892415047, 0.026117609813809395, -0.009328603744506836, 0.03477136045694351, -0.1922178417444229, -0.08435601741075516, -0.05984117463231087, 0.02553609572350979, -0.006617205683141947, -0.046151965856552124, -0.13700111210346222, 0.099219910800457, 0.029077250510454178, -0.006527681834995747, -0.07377679646015167, -0.017681214958429337, 0.0036302804946899414, 0.08341449499130249, 0.11048990488052368, 0.06038923189043999, -0.04746706411242485, -0.08261782675981522, -0.006773597560822964, 0.049259014427661896, -0.04595544934272766, 0.043265022337436676, 0.047908179461956024, -0.011659786105155945, 0.19920989871025085, 0.0445120707154274, -0.12541115283966064, 0.0068130954168736935, 0.07171522080898285, 0.014621359296143055, -0.2085333615541458, 0.012703895568847656, 0.04788297787308693, -0.14559487998485565, 0.06164674833416939, 0.06395554542541504, -0.01392010785639286, -0.021477719768881798, -0.04895329847931862, 0.023948274552822113, -0.025756800547242165, 0.12261856347322464, 0.04911809787154198, 0.04798789322376251, -0.053445346653461456, 0.10342837870121002, 0.09428286552429199, -0.010251306928694248, 0.001373056904412806, -0.08196377009153366, -0.06671608984470367, -0.08034875243902206, 0.04962509870529175, 0.12180966883897781, -0.01219494640827179, -0.09044663608074188, -0.003056639339774847, -0.14035186171531677, 0.06155240908265114, 0.1608269214630127, -0.03980239853262901, 0.08988607674837112, -0.04345909506082535, -0.009305968880653381, -0.0975155234336853, 0.06481970101594925, -0.09574534744024277, 0.0026838306803256273, -0.0932125523686409, 0.03601565957069397, 0.05126861855387688, 0.08715622872114182, -0.020408356562256813, -0.046865228563547134, -0.02481026202440262, -0.013406285084784031, -0.13849562406539917, 0.017740312963724136, -0.05607642978429794, 0.009351929649710655, 0.00802253931760788, 0.0035111315082758665, -0.03306056931614876, 0.0636463388800621, -0.06300783157348633, -0.029893407598137856, -0.01652918942272663, 0.07440641522407532, -0.09515650570392609, -0.011473776772618294, 0.06373504549264908, -0.07132840156555176, 0.15861418843269348, -0.026195239275693893, -0.04832953214645386, -0.008715101517736912, -0.025468530133366585, 0.06007339805364609, -0.08482317626476288, 0.04408757761120796, -0.029965374618768692, -0.10334029048681259, 0.09643219411373138, -0.006917780265212059, -0.038616739213466644, 0.032359108328819275, 0.09069322049617767, -0.051315613090991974, 0.028254028409719467, -0.07739541679620743, -0.026045795530080795, -0.08920998126268387, 0.1276366412639618, 0.06329174339771271, 0.01529582031071186, 0.09565354883670807, 0.01412964053452015, 0.007231418509036303, -0.21564708650112152, 0.004900122527033091, 0.015414217486977577, 0.002363756997510791, 0.026730675250291824, -0.07253988832235336, 0.031238682568073273, 0.01651480421423912, 0.281957745552063, 0.01794414408504963, -0.14893598854541779, -0.007283446379005909, 0.045011259615421295, -0.1258402168750763, -0.000011943909157707822, 0.13759440183639526, -0.08072352409362793, -0.056487828493118286, -0.0037337136454880238, -0.01772463507950306, -0.10968676954507828, 0.039428818970918655, 0.11409251391887665, 0.15387818217277527, 0.022202322259545326, -0.044226765632629395, 0.14527904987335205, -0.07009906321763992, 0.023683760315179825, -0.008008182980120182, 0.007567321881651878, 0.009531673043966293, -0.07344194501638412, 0.10452418774366379, 0.11294486373662949, -0.13401933014392853, 0.17526493966579437, 0.04040372744202614, -0.04561491310596466, -0.07927514612674713, -0.20931218564510345, -0.026783624663949013, -0.05797702074050903, 0.024142412468791008, -0.1217484176158905, -0.0407324880361557, 0.13666026294231415, -0.012863542884588242, -0.04260726645588875, 0.024642447009682655, -0.08167571574449539, -0.05293329060077667, 0.04825174808502197, 0.04101017117500305, 0.03162267804145813, 0.025205150246620178, 0.016730694100260735, 0.09390325844287872, 0.022452337667346, 0.08063734322786331, 0.008607432246208191, 0.05539064109325409, -0.017292136326432228, -0.057104915380477905, -0.017428865656256676, 0.029041629284620285, -0.039307769387960434, 0.04289785400032997, 0.29203900694847107, -0.024021321907639503, -0.053469203412532806, -0.02190585620701313, 0.16731511056423187, 0.002758733229711652, 0.019040266051888466, -0.1712249517440796, 0.17113593220710754, 0.026597045361995697, -0.013277451507747173, 0.05378487706184387, -0.038602564483881, 0.034745778888463974, 0.053167469799518585, 0.1544850766658783, 0.04147697240114212, -0.01608424261212349, 0.025991536676883698, -0.01655135117471218, 0.005622353404760361, 0.14931848645210266, -0.0012300064554437995, 0.14704981446266174, 0.015038645826280117, 0.06733568012714386, 0.02876434475183487, 0.010853181593120098, 0.016890749335289, 0.17624375224113464, -0.03856678307056427, 0.006841951981186867, -0.0810868963599205, 0.056276530027389526, 0.043849702924489975, -0.2003827840089798, 0.19403143227100372, -0.031865183264017105, -0.07655295729637146, 0.023752862587571144, -0.021241361275315285, -0.046123962849378586, -0.002114910166710615, -0.007933010347187519, 0.027050314471125603, 0.19757075607776642, -0.00017212546663358808, -0.04592146351933479, -0.006331609562039375, 0.1073218435049057, -0.09791868180036545, 0.1724506914615631, -0.015720244497060776, 0.05878904461860657, 0.11555057764053345, 0.016253845766186714, -0.1022147685289383, 0.0785796269774437, -0.08105456084012985, 0.04559515789151192, -0.03956296294927597, 0.19425931572914124, -0.02735947072505951, 0.006848645396530628, 0.041700661182403564, 0.009033662267029285, 0.08038351684808731, -0.12900832295417786, -0.07239009439945221, -0.07995190471410751, 0.10641469061374664, -0.07240990549325943, 0.0864122286438942, 0.09333263337612152, -0.007919833064079285, -0.011155947111546993, -0.10208604484796524, -0.0417356938123703, 0.04422908276319504, 0.1796402484178543, -0.04127401113510132, -0.08950973302125931, 0.01354231033474207, -0.03352530300617218, 0.0778406411409378, -0.26611435413360596, -0.03745055943727493, 0.06655200570821762, -0.09771234542131424, 0.05145398527383804, 0.12737584114074707, 0.030190283432602882, 0.11972777545452118, -0.022613249719142914, -0.16608284413814545, -0.010312546044588089, 0.04353780671954155, -0.10406570136547089, 0.05307728424668312 ]

[ "espnet", "automatic-speech-recognition", "speech", "spanish", "es", "license:apache-2.0", "region:us" ]

[]

[ "es" ]

[ "# reazonspeech-espnet-v1\n\n'reazonspeech-espnet-v1' es un modelo de reconocimiento automático del habla (ASR) entrenado con espnet2 para el español ecuatoriano. Este modelo tiene como objetivo reconocer el habla de diferentes regiones y acentos del Ecuador, usando un corpus propio y el corpus de Common Voice. El modelo usa una arquitectura de transformador con codificación por subpalabras (BPE). El modelo alcanza un WER de X% y un MOS de Y en el conjunto de datos de prueba. Para más detalles sobre el modelo, puedes consultar este artículo." ]

[ "TAGS\n#espnet #automatic-speech-recognition #speech #spanish #es #license-apache-2.0 #region-us \n", "# reazonspeech-espnet-v1\n\n'reazonspeech-espnet-v1' es un modelo de reconocimiento automático del habla (ASR) entrenado con espnet2 para el español ecuatoriano. Este modelo tiene como objetivo reconocer el habla de diferentes regiones y acentos del Ecuador, usando un corpus propio y el corpus de Common Voice. El modelo usa una arquitectura de transformador con codificación por subpalabras (BPE). El modelo alcanza un WER de X% y un MOS de Y en el conjunto de datos de prueba. Para más detalles sobre el modelo, puedes consultar este artículo." ]

[ 36, 135 ]

[ "passage: TAGS\n#espnet #automatic-speech-recognition #speech #spanish #es #license-apache-2.0 #region-us \n# reazonspeech-espnet-v1\n\n'reazonspeech-espnet-v1' es un modelo de reconocimiento automático del habla (ASR) entrenado con espnet2 para el español ecuatoriano. Este modelo tiene como objetivo reconocer el habla de diferentes regiones y acentos del Ecuador, usando un corpus propio y el corpus de Common Voice. El modelo usa una arquitectura de transformador con codificación por subpalabras (BPE). El modelo alcanza un WER de X% y un MOS de Y en el conjunto de datos de prueba. Para más detalles sobre el modelo, puedes consultar este artículo." ]

[ -0.09481837600469589, -0.02275911718606949, -0.007963881827890873, -0.03208016976714134, 0.10416289418935776, -0.025928515940904617, 0.04886854439973831, 0.04248508810997009, 0.10540882498025894, -0.015523003414273262, 0.028156574815511703, 0.11956696957349777, 0.017669985070824623, 0.04608401656150818, -0.004456367809325457, -0.20033282041549683, 0.04638054966926575, -0.09849552810192108, 0.09297316521406174, 0.03630297631025314, 0.07633385062217712, 0.021815679967403412, 0.05227673053741455, 0.04316278547048569, 0.06454476714134216, 0.10377535969018936, 0.0126781165599823, -0.1818481981754303, 0.045670151710510254, 0.05940582975745201, 0.09395354241132736, -0.011424730531871319, 0.05401799455285072, -0.08340422064065933, -0.002146919025108218, -0.005682002753019333, 0.026991674676537514, -0.009371994994580746, 0.03401598706841469, -0.045472174882888794, 0.02793152444064617, 0.028578877449035645, 0.011631363071501255, -0.010765403509140015, -0.07482124119997025, -0.12315700203180313, 0.061644215136766434, -0.07384990155696869, 0.04715878143906593, 0.00573790492489934, -0.012381666339933872, 0.10030822455883026, -0.10203031450510025, 0.0021816028747707605, 0.02169833518564701, -0.15758979320526123, 0.03283512219786644, -0.1028352901339531, 0.057066164910793304, 0.20428258180618286, 0.10027612745761871, 0.013004811480641365, 0.08118081837892532, -0.02521432563662529, -0.14232084155082703, -0.06808669865131378, -0.09861604124307632, -0.03167882189154625, -0.13139528036117554, -0.05613434314727783, 0.2830626964569092, -0.006633218843489885, -0.0327908918261528, 0.03352699428796768, -0.037939656525850296, 0.07054800540208817, 0.04495630040764809, -0.09894077479839325, 0.029951337724924088, 0.05243809148669243, 0.14461052417755127, -0.006243492476642132, -0.09208733588457108, -0.05100587010383606, -0.13483445346355438, 0.1272287219762802, 0.031132696196436882, 0.05941587686538696, -0.08042095601558685, -0.011435500346124172, 0.03268609941005707, -0.019914180040359497, 0.054124318063259125, -0.041795700788497925, -0.008896181359887123, 0.10019514709711075, -0.032225869596004486, -0.09389117360115051, 0.1824197769165039, -0.06076408550143242, -0.005178099498152733, -0.0012332823826000094, 0.06627196818590164, 0.08933128416538239, 0.10498246550559998, 0.09453871846199036, -0.012566511519253254, 0.02889898046851158, -0.025324475020170212, -0.0704839900135994, -0.005496601574122906, -0.05164799466729164, -0.16225925087928772, 0.00728268688544631, -0.011369585990905762, 0.07333256304264069, 0.0032559852115809917, -0.03543047979474068, -0.037559330463409424, -0.0700836181640625, 0.02639233134686947, -0.09515263140201569, 0.03742710500955582, -0.013061202131211758, -0.031267259269952774, 0.17042653262615204, -0.0243186354637146, 0.041035331785678864, -0.09736913442611694, -0.07775991410017014, -0.0201686043292284, -0.04947158321738243, -0.042718324810266495, -0.04446033388376236, 0.005051770713180304, -0.051258936524391174, 0.04912285506725311, -0.2193545699119568, -0.08335567265748978, -0.1286291778087616, -0.009313077665865421, -0.012893705628812313, 0.0077506848610937595, -0.13604795932769775, 0.05944120138883591, 0.0020029116421937943, -0.09504394233226776, -0.008708737790584564, -0.05346483364701271, 0.0020710499957203865, 0.037699274718761444, 0.10927334427833557, -0.1068367213010788, 0.030980588868260384, -0.057521335780620575, -0.02566400170326233, -0.03598650172352791, 0.19871337711811066, -0.0720427930355072, 0.006241561844944954, -0.0899382159113884, 0.05656779557466507, -0.12236381322145462, 0.11961746960878372, -0.034436844289302826, 0.06805557757616043, -0.12310390919446945, -0.09846223890781403, 0.11378633975982666, -0.10820402950048447, 0.02792961150407791, 0.1462813913822174, 0.031928613781929016, 0.05522731691598892, 0.12325034290552139, 0.3300468325614929, -0.021962378174066544, -0.08804823458194733, 0.09789594262838364, 0.07759461551904678, -0.06464648991823196, -0.06949742138385773, 0.11029763519763947, -0.08342739194631577, -0.05784790962934494, 0.009511387906968594, -0.15243861079216003, 0.023922083899378777, -0.017051830887794495, -0.03453574329614639, 0.0685938149690628, -0.050382912158966064, -0.02766377665102482, -0.07119004428386688, 0.03501763939857483, -0.013812374323606491, -0.021981047466397285, 0.02865646593272686, 0.06943752616643906, -0.05889378860592842, 0.012875176966190338, -0.16867534816265106, 0.05944206193089485, -0.07234502583742142, 0.014582290314137936, -0.09753652662038803, 0.10483536124229431, 0.0073926011100411415, 0.060816552489995956, 0.10961529612541199, 0.06132763996720314, -0.032139744609594345, -0.0588764026761055, 0.04834508150815964, 0.01972253993153572, 0.06387844681739807, 0.01510082557797432, 0.012484991922974586, -0.12935930490493774, 0.038959257304668427, -0.063955157995224, -0.09126998484134674, -0.015839990228414536, -0.04841487482190132, -0.1567160040140152, -0.049392830580472946, -0.060479678213596344, 0.07281532883644104, -0.06022839620709419, 0.07643478363752365, -0.01027152594178915, 0.01207973062992096, 0.031124422326683998, -0.006068027578294277, -0.04331229254603386, 0.19941043853759766, -0.05501271411776543, 0.06172439083456993, 0.10922916978597641, -0.11982285976409912, 0.03850715979933739, 0.05802304297685623, 0.07826923578977585, 0.011232740245759487, -0.012437956407666206, -0.0798444151878357, 0.3163537383079529, -0.07179266959428787, 0.09020500630140305, -0.15349754691123962, 0.11398578435182571, -0.005748000927269459, -0.17909060418605804, -0.011448889970779419, 0.05921507626771927, 0.013682188466191292, -0.13646180927753448, 0.04645039141178131, -0.021271802484989166, -0.13559915125370026, 0.16063089668750763, -0.023859012871980667, -0.06814301759004593, 0.02113994210958481, 0.05374212935566902, -0.01569014973938465, -0.03240177780389786, -0.26007992029190063, -0.08241359889507294, 0.020075585693120956, 0.020518215373158455, 0.14523722231388092, -0.09650421887636185, 0.027085034176707268, 0.017318733036518097, -0.0470353327691555, -0.06310594081878662, -0.023568151518702507, -0.11079371720552444, 0.026207106187939644, -0.06469305604696274, -0.22860726714134216, -0.04069766402244568, -0.03605601564049721, -0.11774248629808426, 0.0730019062757492, -0.10428007692098618, -0.2320050448179245, -0.14188984036445618, 0.08251442760229111, 0.061728335916996, 0.13727162778377533, 0.08145271241664886, -0.14665868878364563, 0.033857639878988266, 0.015309441834688187, -0.004852034617215395, 0.04331298917531967, -0.016162436455488205, 0.05811756104230881, 0.015274091623723507, -0.043985914438962936, -0.09829337149858475, -0.025912385433912277, -0.08368729054927826, -0.028719229623675346, 0.03817030414938927, -0.14639954268932343, 0.09178929030895233, 0.2724114954471588, 0.014489456079900265, -0.018116623163223267, 0.003998769912868738, 0.08479724079370499, -0.03111112304031849, -0.09482470154762268, 0.114650659263134, -0.003506849752739072, -0.0014484227867797017, 0.03033682145178318, -0.024784041568636894, -0.05993347242474556, 0.03295239433646202, -0.07269573211669922, -0.053261708468198776, -0.28223130106925964, -0.10799857974052429, 0.027122056111693382, -0.08866634219884872, -0.011687947437167168, 0.018221726641058922, 0.024061786010861397, 0.06591154634952545, 0.04980115592479706, -0.03557950630784035, 0.0005793014424853027, -0.008495375514030457, 0.0655658021569252, -0.07359292358160019, 0.0501287616789341, -0.014009345322847366, -0.11915963143110275, 0.09025081992149353, 0.15274526178836823, 0.0956411212682724, 0.15925322473049164, 0.09502105414867401, 0.058570634573698044, 0.03871962055563927, 0.07459337264299393, 0.03525160625576973, 0.0344543531537056, 0.05178631469607353, -0.07305270433425903, -0.022668933495879173, -0.11545583605766296, 0.05512380972504616, 0.15733303129673004, -0.0685710608959198, -0.03517131879925728, 0.06609699875116348, 0.04119477793574333, 0.03919358551502228, -0.0159798264503479, -0.17887020111083984, 0.06552864611148834, 0.0525500550866127, -0.05202179402112961, -0.01946907676756382, 0.05210596323013306, 0.12357307225465775, -0.06740735471248627, 0.016566086560487747, 0.1352815181016922, 0.053251963108778, -0.09182896465063095, 0.045460235327482224, -0.15316985547542572, 0.009831828065216541, 0.05613745376467705, 0.05892624333500862, -0.1133679747581482, 0.17362873256206512, -0.026269743219017982, 0.020584195852279663, -0.02721027098596096, 0.01384098082780838, -0.0204878281801939, 0.0071896580047905445, 0.09625817090272903, 0.039758678525686264, -0.08059152215719223, 0.047146569937467575, -0.076948381960392, 0.08537784218788147, 0.031718283891677856, 0.04786361753940582, -0.02568056620657444, 0.01648501493036747, 0.0070062135346233845, 0.024112137034535408, -0.00880575180053711, -0.14608633518218994, -0.06919333338737488, -0.07847750931978226, 0.17881876230239868, 0.02638056129217148, 0.027408896014094353, -0.035762228071689606, -0.0825626328587532, 0.006125854793936014, -0.07302792370319366, -0.0736958459019661, 0.01888277940452099, -0.1096031442284584, 0.10074330866336823, -0.02271789312362671, -0.039879899471998215, 0.09660129249095917, -0.008942353539168835, 0.0134842898696661, 0.004865366965532303, 0.139390766620636, -0.13516180217266083, 0.041649121791124344, -0.08724329620599747, 0.05605723708868027, 0.06367192417383194, 0.02698352560400963, 0.08152768015861511, -0.05992359668016434, -0.02826855704188347, -0.047386690974235535, 0.02525162510573864, 0.11915009468793869, -0.10456632077693939, 0.16127175092697144, -0.08661356568336487, -0.23063966631889343, -0.10448144376277924, -0.032450806349515915, 0.14095868170261383, -0.03764963522553444, -0.008386528119444847, 0.0958067998290062, 0.32423466444015503, -0.14686468243598938, -0.12196622788906097, -0.1947939246892929, 0.1461317539215088, 0.0642898753285408, -0.043440815061330795, -0.13381049036979675, 0.01771777868270874, 0.10620654374361038, -0.04796423390507698, -0.08632560819387436, -0.25728839635849, -0.09002101421356201, 0.21438777446746826, -0.09695926308631897, 0.294455885887146, -0.11706379801034927, -0.11290015280246735, -0.16944429278373718, 0.20897024869918823, 0.03957648575305939, 0.020845729857683182, 0.06799591332674026, 0.07755974680185318, 0.021966125816106796, 0.023509245365858078, 0.0734078511595726, 0.19806133210659027, 0.1176164448261261, -0.04653053358197212, 0.021494748070836067, -0.010805316269397736, 0.03285985067486763, 0.039283934980630875, 0.10312824696302414, 0.0782715231180191, -0.04902489855885506, -0.11469476670026779, -0.08382968604564667, -0.03624879568815231, 0.017862718552350998, 0.12167233228683472, 0.006177752278745174, 0.0697493925690651, -0.09328244626522064, -0.002914256416261196, 0.03494806960225105, 0.053970031440258026, -0.1186479851603508, -0.012507445178925991, 0.21646946668624878, 0.1247071847319603, -0.10581254959106445, -0.08152631670236588, -0.029258491471409798, -0.005114753730595112, 0.12069864571094513, 0.013888755813241005, 0.022243928164243698, 0.027507776394486427, -0.045937612652778625, 0.04684348404407501, 0.023844683542847633, -0.13069462776184082, 0.07423894107341766, 0.12000352889299393, 0.08568811416625977, -0.04157920181751251, 0.016718735918402672, -0.010092116892337799, 0.09946536272764206, 0.07014842331409454, 0.1188105046749115, -0.0024045188911259174, -0.05385565757751465, -0.08319851756095886, 0.023694032803177834, -0.10793904960155487, 0.2273181527853012, 0.1371757686138153, -0.016437556594610214, -0.10679493844509125, 0.1390226036310196, 0.038153357803821564, -0.0369526669383049, 0.048324018716812134, -0.051657650619745255, -0.003127824980765581, -0.08186651021242142, -0.063592329621315, 0.06715746223926544, -0.1348702609539032, -0.24867723882198334, -0.037279561161994934, -0.07884149998426437, 0.009468676522374153, -0.012623954564332962, 0.04306916519999504, 0.018105408176779747, -0.015326905995607376, -0.013767911121249199, 0.08013956248760223, -0.08386529982089996, 0.06268854439258575, -0.013000776059925556, -0.1534818857908249, -0.08313494920730591, 0.03217080980539322, 0.015161888673901558, -0.062386538833379745, -0.09711698442697525, -0.11059541255235672, 0.09568146616220474, -0.06500263512134552, 0.1413417011499405, -0.03941378742456436, -0.004409817513078451, 0.10588215291500092, -0.04867871478199959, -0.009077640250325203, 0.05837833881378174, -0.07446420192718506, 0.05405949056148529, 0.012117350473999977, 0.09512431919574738, -0.0005995514802634716, 0.009548705071210861, -0.00821045320481062, 0.03849468380212784, -0.00443481607362628, 0.09723919630050659, -0.10721997916698456, 0.09735151380300522, -0.2814083993434906, 0.0004376053693704307, 0.20649489760398865, 0.0912996381521225, 0.012189900502562523, -0.03689249977469444, 0.031669847667217255, 0.1444205790758133, 0.027608534321188927, -0.030138758942484856, 0.13211485743522644, -0.09498369693756104, 0.07805486768484116, -0.03822532668709755, -0.12466464191675186, 0.03202499821782112, -0.04931217059493065, 0.12179601192474365, 0.10225091129541397, 0.14154374599456787, -0.05851340293884277, -0.036720190197229385, -0.002522005932405591, 0.03601764142513275, -0.015127571299672127, 0.04762296378612518, 0.020425667986273766, -0.02106603793799877, -0.006009084638208151, 0.033421218395233154, 0.2201957106590271, 0.10541807860136032, 0.09833255410194397, -0.07941275089979172, 0.022178350016474724, 0.028358224779367447, 0.04424462839961052, 0.13396163284778595, 0.06858447194099426, 0.03411778435111046, -0.10052196681499481, -0.000054810279834782705, 0.09442286938428879, 0.07238638401031494, -0.1293179988861084, 0.01861685700714588, 0.08769740909337997, 0.2021603137254715, 0.11975748091936111, 0.03402938321232796, 0.0061713820323348045, -0.06497612595558167, 0.003610198153182864, 0.016469890251755714, 0.01697070710361004, -0.051910921931266785, 0.15804235637187958, -0.0018228483386337757, 0.029740439727902412, 0.058044079691171646, -0.031792160123586655, -0.2216198742389679, -0.193289116024971, -0.05612826719880104, -0.17521657049655914, -0.03647862747311592, -0.06982912868261337, -0.02217504009604454, 0.05338345095515251, 0.00487519009038806, -0.042325764894485474, -0.055996011942625046, -0.03638838231563568, -0.19645841419696808, 0.019529391080141068, -0.06005341187119484, 0.11974587291479111, -0.11626999825239182, 0.0011771840509027243, 0.07403109222650528, 0.15950950980186462, -0.01927606388926506, 0.046000801026821136, -0.012151162140071392, 0.043501902371644974, -0.07914122194051743, 0.03678956255316734, -0.056597378104925156, -0.029505081474781036, -0.03354690596461296, 0.04614972695708275, 0.08106212317943573, -0.17213571071624756, 0.0657365545630455, 0.14605572819709778, -0.04251745343208313, -0.11064383387565613, -0.08148515224456787, 0.10586068034172058, 0.01979261450469494, 0.20559801161289215, -0.053507544100284576, -0.08761415630578995, -0.09647930413484573, 0.09488816559314728, 0.21969135105609894, -0.01865445449948311, -0.019192436710000038, -0.039380110800266266, 0.02601821906864643, -0.03564438968896866, 0.09392181038856506, 0.0752689316868782, 0.2442498505115509, 0.04772413522005081, 0.05526190623641014, -0.044480353593826294, 0.05941120162606239, -0.10655586421489716, -0.04032360017299652, -0.062965527176857, -0.05566994845867157, 0.013516058214008808, 0.16629862785339355, -0.1567123830318451, -0.11037661880254745, -0.08111810684204102, 0.008802050724625587, -0.06479858607053757, -0.01611395925283432, 0.11107444018125534, 0.14258451759815216, 0.09440349787473679, -0.013191204518079758, -0.062425144016742706, -0.039525970816612244, 0.03407418355345726, -0.17843031883239746, -0.05394619703292847, -0.021185344085097313, -0.06111506372690201, 0.034504376351833344, 0.02357449196279049, 0.19131381809711456, -0.05006060004234314, 0.09812383353710175, 0.013145795091986656, 0.16474734246730804, -0.04834180697798729, 0.06350524723529816, 0.17145873606204987, -0.11829286813735962, 0.01193462684750557, 0.06451112776994705, 0.04370560124516487, -0.07180746644735336, 0.02533331699669361, 0.04761836305260658, 0.06820999830961227, -0.11129174381494522, 0.03873676434159279, -0.17369519174098969, 0.034521397203207016, -0.03224596008658409, -0.02254749834537506, -0.00008671402611071244, 0.02947668358683586, 0.05849664285778999, 0.011311707086861134, -0.010922050103545189, -0.0652875304222107, -0.14838996529579163, -0.09231799840927124, -0.06720458716154099, 0.037042874842882156, 0.003371431492269039, 0.08140985667705536, -0.08920598030090332, -0.03712174668908119, 0.002985648810863495, -0.03672180324792862, 0.033330656588077545, 0.05870920047163963, -0.008881496265530586, -0.08080844581127167, 0.07778341323137283, 0.08196519315242767, -0.08752818405628204, -0.07617296278476715 ]

[ "transformers", "safetensors", "falcon", "text-generation", "custom_code", "arxiv:1910.09700", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ "TAGS\n#transformers #safetensors #falcon #text-generation #custom_code #arxiv-1910.09700 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ 61, 6, 3, 82, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4 ]

[ "passage: TAGS\n#transformers #safetensors #falcon #text-generation #custom_code #arxiv-1910.09700 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact" ]

[ -0.04792776331305504, 0.17032906413078308, -0.005550266709178686, 0.022975286468863487, 0.10573814064264297, 0.010671572759747505, 0.0558304563164711, 0.11234284937381744, -0.03522447496652603, 0.11903829872608185, 0.03447463735938072, 0.09751006960868835, 0.11660884320735931, 0.1593984216451645, 0.002132778987288475, -0.21349209547042847, 0.04833801090717316, -0.11692860722541809, -0.030195876955986023, 0.11670015007257462, 0.14653348922729492, -0.09919410943984985, 0.07397560775279999, -0.02871030569076538, -0.022134793922305107, -0.02991030178964138, -0.06390641629695892, -0.04291221871972084, 0.03685123845934868, 0.06168588250875473, 0.06718767434358597, 0.004646776709705591, 0.0874776765704155, -0.2654324769973755, 0.019430872052907944, 0.07021026313304901, -0.0020677256397902966, 0.06407516449689865, 0.0695292130112648, -0.06583032011985779, 0.1082243099808693, -0.04392539709806442, 0.14379310607910156, 0.08676132559776306, -0.0978827103972435, -0.19200487434864044, -0.0929696336388588, 0.10309648513793945, 0.1697268784046173, 0.052263565361499786, -0.022818071767687798, 0.08956239372491837, -0.08381236344575882, 0.01790262944996357, 0.052535366266965866, -0.07973966002464294, -0.05481701344251633, 0.05155523121356964, 0.07739010453224182, 0.05276792496442795, -0.12233924120664597, -0.035623446106910706, 0.004746695980429649, 0.016034210100769997, 0.07144322991371155, 0.01670469529926777, 0.1362954080104828, 0.03065141662955284, -0.13049811124801636, -0.04828856140375137, 0.09572641551494598, 0.03589041531085968, -0.04717301204800606, -0.24126359820365906, -0.0294110719114542, -0.041776496917009354, -0.03625519573688507, -0.03562289476394653, 0.042521290481090546, -0.004959473852068186, 0.08918856084346771, -0.00445566326379776, -0.07030181586742401, -0.040526777505874634, 0.06331215053796768, 0.06597720831632614, 0.030961494892835617, -0.012878026813268661, 0.01220765057951212, 0.1095924898982048, 0.10787707567214966, -0.1210813894867897, -0.05935661122202873, -0.06555553525686264, -0.08571743220090866, -0.04429798200726509, 0.03334519639611244, 0.029255036264657974, 0.06582161039113998, 0.2606026828289032, 0.009994043037295341, 0.06381136924028397, 0.02495131455361843, 0.005800988059490919, 0.05601658672094345, 0.11075287312269211, -0.06333478540182114, -0.10982148349285126, -0.022765066474676132, 0.0891442596912384, 0.007609922904521227, -0.0362064354121685, -0.047274310141801834, 0.06434272974729538, 0.026751047000288963, 0.11500123143196106, 0.09189949184656143, 0.014652478508651257, -0.0710204690694809, -0.06035245582461357, 0.19610391557216644, -0.16609562933444977, 0.0412822887301445, 0.04320322722196579, -0.03972271457314491, -0.007927365601062775, 0.017193347215652466, 0.015400816686451435, -0.03118603490293026, 0.084260955452919, -0.052067458629608154, -0.04647555574774742, -0.11141130328178406, -0.030936922878026962, 0.03493710979819298, 0.005483890883624554, -0.030985791236162186, -0.037551671266555786, -0.08275201916694641, -0.08376310020685196, 0.09108389168977737, -0.07319997996091843, -0.05107332766056061, -0.016396639868617058, -0.07760486751794815, 0.017939815297722816, 0.02223244309425354, 0.08363451808691025, -0.023940784856677055, 0.04785878211259842, -0.04331571236252785, 0.059579070657491684, 0.11209754645824432, 0.038576092571020126, -0.05889003351330757, 0.05846278369426727, -0.24131478369235992, 0.09610052406787872, -0.07162865251302719, 0.06504056602716446, -0.15365442633628845, -0.01976352371275425, 0.039980821311473846, 0.008026709780097008, -0.005826009437441826, 0.1327277570962906, -0.2036980837583542, -0.027150744572281837, 0.1718408614397049, -0.10385598987340927, -0.06855006515979767, 0.04805763438344002, -0.04407583922147751, 0.10183428227901459, 0.036947693675756454, -0.021885722875595093, 0.06339452415704727, -0.11456022411584854, 0.00253944075666368, -0.056716181337833405, -0.018630648031830788, 0.14922110736370087, 0.0728476345539093, -0.07294638454914093, 0.05993340164422989, 0.02630366012454033, -0.030075496062636375, -0.04512803629040718, -0.01622593216598034, -0.10311450809240341, 0.017104502767324448, -0.06894349306821823, 0.0011014878982678056, -0.019080864265561104, -0.09005575627088547, -0.026379799470305443, -0.1702568680047989, -0.04187113791704178, 0.0846129059791565, -0.0068240100517869, -0.01737234927713871, -0.11795138567686081, 0.016995441168546677, 0.04315277561545372, 0.008310201577842236, -0.13899308443069458, -0.043336328119039536, 0.03012140654027462, -0.162057563662529, 0.03377159684896469, -0.067454494535923, 0.05125827342271805, 0.02219819463789463, -0.022053692489862442, -0.024697743356227875, 0.01513979583978653, 0.004044735338538885, -0.011017188429832458, -0.2433631867170334, -0.03063441440463066, -0.028803959488868713, 0.17258302867412567, -0.2033548355102539, 0.03330349549651146, 0.08122723549604416, 0.15147630870342255, 0.01000502984970808, -0.04903692379593849, 0.01113562099635601, -0.0676429271697998, -0.020268896594643593, -0.06045703962445259, -0.002489256439730525, -0.0197485089302063, -0.0359620600938797, 0.036445360630750656, -0.16844616830348969, -0.04354136809706688, 0.09978251904249191, 0.05252329632639885, -0.14360612630844116, -0.01449879165738821, -0.03779836371541023, -0.05045188218355179, -0.04664849862456322, -0.05986892431974411, 0.11138094961643219, 0.0590159147977829, 0.047955986112356186, -0.053547896444797516, -0.07727893441915512, -0.0015508349752053618, -0.007697985973209143, -0.017795344814658165, 0.09803861379623413, 0.07799191772937775, -0.13448971509933472, 0.09285138547420502, 0.08587510138750076, 0.0776931643486023, 0.08404199033975601, -0.025481143966317177, -0.08377812057733536, -0.04052569717168808, 0.033498235046863556, 0.020486971363425255, 0.12467746436595917, -0.0395655557513237, 0.03891654685139656, 0.041829828172922134, -0.029986770823597908, 0.02035495825111866, -0.07731158286333084, 0.0350349135696888, 0.028363659977912903, -0.01676761358976364, 0.05177680030465126, -0.04022757709026337, 0.022688310593366623, 0.08528111129999161, 0.05122672766447067, 0.03503042832016945, 0.01428559422492981, -0.05311192572116852, -0.11130845546722412, 0.16080571711063385, -0.12270762026309967, -0.22052818536758423, -0.13304562866687775, 0.005767157766968012, 0.03367910161614418, -0.017924398183822632, 0.0027316720224916935, -0.058012545108795166, -0.1223989799618721, -0.08703871816396713, 0.01221098005771637, 0.05389043688774109, -0.0825853943824768, -0.05016317591071129, 0.05062879994511604, 0.04475565254688263, -0.14114247262477875, 0.017378101125359535, 0.04414865002036095, -0.09945084154605865, -0.010929585434496403, 0.08178107440471649, 0.07410181313753128, 0.17782104015350342, 0.021943729370832443, -0.013851401396095753, 0.03782177343964577, 0.21824871003627777, -0.13693763315677643, 0.10668255388736725, 0.14056113362312317, -0.09170357137918472, 0.07522515207529068, 0.19989687204360962, 0.040850646793842316, -0.10085883736610413, 0.03089745342731476, 0.029552187770605087, -0.02853500284254551, -0.23777610063552856, -0.0654786005616188, -0.005150983575731516, -0.06307687610387802, 0.081075519323349, 0.09854353219270706, 0.07871764898300171, 0.011596770957112312, -0.09209248423576355, -0.08612865954637527, 0.06085970252752304, 0.10155624896287918, 0.018578361719846725, -0.005946148652583361, 0.08849238604307175, -0.035884201526641846, 0.019922316074371338, 0.08439972251653671, 0.0027437726967036724, 0.16950488090515137, 0.05136271193623543, 0.18363013863563538, 0.0830659419298172, 0.06543248891830444, 0.005645472090691328, 0.009889836423099041, 0.012693089433014393, 0.0364564023911953, -0.0004676833050325513, -0.08422597497701645, -0.022388501092791557, 0.10497577488422394, 0.056441210210323334, 0.014933406375348568, 0.007249316666275263, -0.046657390892505646, 0.08042440563440323, 0.18668125569820404, -0.0063025769777596, -0.1832035332918167, -0.053461458534002304, 0.06887956708669662, -0.09701699018478394, -0.10025247186422348, -0.012231049127876759, 0.016097305342555046, -0.16963757574558258, 0.033109862357378006, -0.02121548354625702, 0.11128045618534088, -0.13923722505569458, -0.019871892407536507, 0.08857891708612442, 0.07734699547290802, 0.007642844691872597, 0.04820035398006439, -0.17189273238182068, 0.09761745482683182, 0.011164842173457146, 0.07086379826068878, -0.09139387309551239, 0.10195430368185043, -0.005754661280661821, -0.022004056721925735, 0.13953858613967896, -0.003170809941366315, -0.06986119598150253, -0.0828016921877861, -0.08784480392932892, -0.009975291788578033, 0.12213665246963501, -0.14147838950157166, 0.09065473824739456, -0.03462299704551697, -0.041506577283144, -0.00931385438889265, -0.0963597223162651, -0.11512996256351471, -0.1867046356201172, 0.062383152544498444, -0.13513930141925812, 0.03055625781416893, -0.10748868435621262, -0.027285492047667503, -0.03481722250580788, 0.1862698197364807, -0.23582163453102112, -0.07647527754306793, -0.14736831188201904, -0.09079345315694809, 0.13563793897628784, -0.04891673102974892, 0.08684643357992172, -0.013771425001323223, 0.16117344796657562, 0.01997535489499569, -0.027856998145580292, 0.09184486418962479, -0.08957791328430176, -0.19478537142276764, -0.07125992327928543, 0.15391230583190918, 0.13221585750579834, 0.026947269216179848, -0.0021020397543907166, 0.036461953073740005, -0.014218451455235481, -0.12090739607810974, 0.01932482421398163, 0.168030247092247, 0.06305593252182007, 0.01573942042887211, -0.02246645838022232, -0.10116104781627655, -0.06964518129825592, -0.021942881867289543, 0.025158574804663658, 0.16630153357982635, -0.07180928438901901, 0.17532974481582642, 0.14190757274627686, -0.05598855018615723, -0.2085089385509491, 0.011213302612304688, 0.032953277230262756, -0.0023192239459604025, 0.01778510771691799, -0.20454458892345428, 0.09011799097061157, 0.001205139677040279, -0.050212789326906204, 0.12466729432344437, -0.17269226908683777, -0.13714368641376495, 0.08541420102119446, 0.039587829262018204, -0.20083200931549072, -0.13841144740581512, -0.09299683570861816, -0.04030902311205864, -0.17740146815776825, 0.09197569638490677, 0.022006791085004807, 0.010927705094218254, 0.03293782100081444, 0.018871242180466652, 0.022475628182291985, -0.04227706417441368, 0.17666517198085785, -0.02282022126019001, 0.025331715121865273, -0.08575253933668137, -0.07113254070281982, 0.02436992898583412, -0.050080522894859314, 0.07390117645263672, -0.014980481006205082, 0.007886872626841068, -0.10026594996452332, -0.039769627153873444, -0.037393033504486084, 0.02060091309249401, -0.09593673050403595, -0.0788472518324852, -0.03992590680718422, 0.09565125405788422, 0.092683807015419, -0.028226744383573532, -0.033003345131874084, -0.07805141061544418, 0.04639646038413048, 0.21298915147781372, 0.1754646599292755, 0.04098888486623764, -0.07529060542583466, -0.0021963047329336405, -0.010689149610698223, 0.04394108057022095, -0.1933065801858902, 0.06387725472450256, 0.05272847041487694, 0.019805198535323143, 0.10929816216230392, -0.01645617000758648, -0.15601499378681183, -0.07667059451341629, 0.06509348005056381, -0.06160144880414009, -0.19059112668037415, 0.006526036188006401, 0.052767813205718994, -0.1688942164182663, -0.04559660330414772, 0.045406971126794815, -0.0024571563117206097, -0.038103099912405014, 0.023866994306445122, 0.09130675345659256, 0.002812862629070878, 0.07958976924419403, 0.06282591819763184, 0.07998897135257721, -0.11043919622898102, 0.0825590118765831, 0.09565512835979462, -0.07542044669389725, 0.024880636483430862, 0.10826405137777328, -0.05930425599217415, -0.03694383427500725, 0.021395739167928696, 0.09493953734636307, 0.02350219152867794, -0.04004886746406555, 0.013824718073010445, -0.10396501421928406, 0.06770886480808258, 0.0978141650557518, 0.030591217800974846, 0.019028587266802788, 0.041473355144262314, 0.05276952683925629, -0.07420460134744644, 0.12253760546445847, 0.030355243012309074, 0.01718457229435444, -0.03884347155690193, -0.03806431591510773, 0.015654753893613815, -0.025469545274972916, -0.0047929659485816956, -0.026454389095306396, -0.08227744698524475, -0.015361841768026352, -0.1416371911764145, -0.009820403531193733, -0.05941572040319443, 0.01393074169754982, 0.030805934220552444, -0.031121306121349335, 0.006047829519957304, 0.011811682023108006, -0.0741894319653511, -0.07178457826375961, -0.014948084950447083, 0.09169866889715195, -0.1643032729625702, 0.022752100601792336, 0.07971610873937607, -0.12015888094902039, 0.09379440546035767, 0.01689457893371582, -0.003219890408217907, 0.020155657082796097, -0.14567993581295013, 0.032061271369457245, -0.038297705352306366, 0.008719561621546745, 0.03731558471918106, -0.21151293814182281, 0.003662570845335722, -0.03797152265906334, -0.07571788877248764, -0.01002949196845293, -0.026784010231494904, -0.11652278900146484, 0.10455755144357681, 0.0036985159385949373, -0.08049726486206055, -0.029465867206454277, 0.03065340593457222, 0.09040671586990356, -0.016631044447422028, 0.14529314637184143, -0.011488310992717743, 0.07233868539333344, -0.1627739816904068, -0.015308121219277382, -0.008770267479121685, 0.022674812003970146, -0.02910545840859413, -0.006538792978972197, 0.05061474069952965, -0.01900361105799675, 0.17878669500350952, -0.03059227392077446, 0.025713369250297546, 0.06842107325792313, 0.028786243870854378, -0.026807451620697975, 0.10562865436077118, 0.03247089684009552, 0.02060386911034584, 0.01645057275891304, 0.01142865139991045, -0.04215462505817413, -0.03257035091519356, -0.190916508436203, 0.07588658481836319, 0.16693401336669922, 0.09319305419921875, -0.021671032533049583, 0.076634980738163, -0.10576488822698593, -0.09377279877662659, 0.14094388484954834, -0.04583466425538063, -0.006508662831038237, -0.07536841928958893, 0.12615589797496796, 0.14496460556983948, -0.17775662243366241, 0.071783147752285, -0.0663769394159317, -0.04217657446861267, -0.11418554931879044, -0.18744881451129913, -0.05717666447162628, -0.04883135110139847, -0.01786532625555992, -0.04501713439822197, 0.07097110897302628, 0.051115620881319046, 0.003553298767656088, -0.003378951922059059, 0.06641044467687607, -0.02993357926607132, -0.002265067072585225, 0.03158535435795784, 0.06351644545793533, 0.010242671705782413, -0.03178746625781059, 0.018399568274617195, -0.010672938078641891, 0.05658496916294098, 0.06916067749261856, 0.049769721925258636, -0.026256443932652473, 0.021364275366067886, -0.03983985632658005, -0.102418914437294, 0.04685972258448601, -0.031351543962955475, -0.07533986866474152, 0.14966268837451935, 0.02224113419651985, 0.009226968511939049, -0.01683930866420269, 0.23322579264640808, -0.06698944419622421, -0.09264593571424484, -0.1542738825082779, 0.08024530857801437, -0.03846450522542, 0.055945005267858505, 0.04131785407662392, -0.10420110821723938, 0.018249353393912315, 0.1468571424484253, 0.15511289238929749, -0.04078741371631622, 0.024235637858510017, 0.03402268514037132, 0.0061299437656998634, -0.029113352298736572, 0.0427115336060524, 0.06587635725736618, 0.15819814801216125, -0.0439210943877697, 0.08292766660451889, -0.00015541542961727828, -0.09418629854917526, -0.04151718318462372, 0.11424730718135834, -0.010691718198359013, 0.02236815355718136, -0.06006055325269699, 0.11731673777103424, -0.0658584013581276, -0.231703519821167, 0.060214247554540634, -0.06721673905849457, -0.13794304430484772, -0.02835187502205372, 0.07459215819835663, -0.008578218519687653, 0.025102386251091957, 0.07471176236867905, -0.06923961639404297, 0.20235754549503326, 0.03904426470398903, -0.05407429859042168, -0.06043451279401779, 0.0768657773733139, -0.08702769875526428, 0.28102749586105347, 0.013466129079461098, 0.03786034882068634, 0.10474605858325958, -0.008379083126783371, -0.14380554854869843, 0.015132008120417595, 0.09231821447610855, -0.1042257621884346, 0.04621732980012894, 0.18936488032341003, -0.0008153751259669662, 0.11871828883886337, 0.07492271065711975, -0.07806582003831863, 0.04579123854637146, -0.08696753531694412, -0.0657208114862442, -0.0953463688492775, 0.09774512052536011, -0.08072181791067123, 0.14258821308612823, 0.13977062702178955, -0.052889633923769, 0.01101390179246664, -0.035103973001241684, 0.04412237927317619, -0.0008312120335176587, 0.11462502926588058, 0.007176831364631653, -0.18453475832939148, 0.02929975651204586, -0.005305092316120863, 0.10477962344884872, -0.1507873237133026, -0.08978639543056488, 0.04582240805029869, 0.006896189879626036, -0.06694357842206955, 0.13026735186576843, 0.05571916326880455, 0.03747278451919556, -0.04487324506044388, -0.0280595850199461, -0.004068887326866388, 0.1387808620929718, -0.10821002721786499, -0.0008116408716887236 ]

[ "peft", "safetensors", "generated_from_trainer", "base_model:mistralai/Mistral-7B-v0.1", "license:apache-2.0", "region:us" ]

[]

[]

[ "# mistral-7b-localmentor-top1k-neft\n\nThis model is a fine-tuned version of mistralai/Mistral-7B-v0.1 on an unknown dataset.", "## Model description\n\nMore information needed", "## Intended uses & limitations\n\nMore information needed", "## Training and evaluation data\n\nMore information needed", "## Training procedure", "### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 1.41e-05\n- train_batch_size: 1\n- eval_batch_size: 8\n- seed: 42\n- gradient_accumulation_steps: 2\n- total_train_batch_size: 2\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- num_epochs: 3", "### Training results", "### Framework versions\n\n- PEFT 0.7.1\n- Transformers 4.36.1\n- Pytorch 2.1.0+cu118\n- Datasets 2.15.0\n- Tokenizers 0.15.0" ]

[ "TAGS\n#peft #safetensors #generated_from_trainer #base_model-mistralai/Mistral-7B-v0.1 #license-apache-2.0 #region-us \n", "# mistral-7b-localmentor-top1k-neft\n\nThis model is a fine-tuned version of mistralai/Mistral-7B-v0.1 on an unknown dataset.", "## Model description\n\nMore information needed", "## Intended uses & limitations\n\nMore information needed", "## Training and evaluation data\n\nMore information needed", "## Training procedure", "### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 1.41e-05\n- train_batch_size: 1\n- eval_batch_size: 8\n- seed: 42\n- gradient_accumulation_steps: 2\n- total_train_batch_size: 2\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- num_epochs: 3", "### Training results", "### Framework versions\n\n- PEFT 0.7.1\n- Transformers 4.36.1\n- Pytorch 2.1.0+cu118\n- Datasets 2.15.0\n- Tokenizers 0.15.0" ]

[ 45, 45, 6, 12, 8, 3, 114, 4, 39 ]

[ "passage: TAGS\n#peft #safetensors #generated_from_trainer #base_model-mistralai/Mistral-7B-v0.1 #license-apache-2.0 #region-us \n# mistral-7b-localmentor-top1k-neft\n\nThis model is a fine-tuned version of mistralai/Mistral-7B-v0.1 on an unknown dataset.## Model description\n\nMore information needed## Intended uses & limitations\n\nMore information needed## Training and evaluation data\n\nMore information needed## Training procedure### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 1.41e-05\n- train_batch_size: 1\n- eval_batch_size: 8\n- seed: 42\n- gradient_accumulation_steps: 2\n- total_train_batch_size: 2\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- num_epochs: 3### Training results### Framework versions\n\n- PEFT 0.7.1\n- Transformers 4.36.1\n- Pytorch 2.1.0+cu118\n- Datasets 2.15.0\n- Tokenizers 0.15.0" ]

[ -0.10151279717683792, 0.09712646901607513, -0.00266996375285089, 0.09754685312509537, 0.12018054723739624, 0.03148193657398224, 0.11527734249830246, 0.14219450950622559, -0.0322718508541584, 0.08557017892599106, 0.09016028791666031, 0.03935296833515167, 0.04001415893435478, 0.16378143429756165, -0.027286803349852562, -0.24798071384429932, 0.03145837411284447, -0.044743847101926804, 0.006621904205530882, 0.09352833032608032, 0.10380227863788605, -0.0833737924695015, 0.07249436527490616, -0.004278416745364666, -0.1369021236896515, 0.0015486452030017972, -0.032174695283174515, -0.04454594850540161, 0.09339382499456406, -0.004640722647309303, 0.09684332460165024, -0.027414750307798386, 0.13196298480033875, -0.19789358973503113, 0.00044863144285045564, 0.06179847568273544, 0.03955920785665512, 0.0949924886226654, 0.06326811760663986, 0.012755846604704857, 0.08092805743217468, -0.15346598625183105, 0.08664968609809875, 0.019306836649775505, -0.09189189970493317, -0.15562182664871216, -0.11717886477708817, 0.09073463827371597, 0.1232418566942215, 0.08373440057039261, 0.006195013877004385, 0.14786802232265472, -0.0655529573559761, 0.05815647169947624, 0.24642349779605865, -0.28158801794052124, -0.061600979417562485, 0.07994462549686432, 0.028631705790758133, 0.09237224608659744, -0.1042284220457077, -0.04848950728774071, 0.06048047915101051, 0.024561090394854546, 0.0837404727935791, 0.0031779801938682795, -0.007901129312813282, -0.00980784185230732, -0.14380449056625366, -0.026130490005016327, 0.18548738956451416, 0.04978976398706436, -0.04434024542570114, -0.13044922053813934, -0.060162417590618134, -0.09449426084756851, -0.023186327889561653, -0.03850816190242767, 0.022735146805644035, -0.03834286704659462, 0.018437929451465607, -0.04214983433485031, -0.05380009114742279, -0.07459118217229843, 0.008482777513563633, 0.07177943736314774, 0.04648401215672493, 0.015009778551757336, -0.01175833959132433, 0.1147087886929512, -0.026972182095050812, -0.11779854446649551, -0.03618387132883072, -0.01399622019380331, -0.08488237857818604, -0.07358350604772568, -0.018662823364138603, -0.0032862841617316008, -0.009407153353095055, 0.15471258759498596, -0.07940205186605453, 0.07827369123697281, 0.04087698087096214, 0.00997099932283163, -0.008929860778152943, 0.12011080980300903, -0.06296517699956894, -0.047550663352012634, 0.0018431807402521372, 0.11045670509338379, 0.0436086468398571, -0.004953715484589338, -0.0874258279800415, -0.04092172905802727, 0.0952431857585907, 0.06005578488111496, -0.045201148837804794, 0.02026037685573101, -0.05149924010038376, -0.03326832503080368, 0.09031437337398529, -0.12997819483280182, 0.04183919355273247, 0.003784573869779706, -0.08646612614393234, -0.03449505940079689, 0.010997558012604713, 0.000620947394054383, -0.03245685622096062, 0.08323726803064346, -0.08068813383579254, 0.007343850564211607, -0.07330998033285141, -0.052290480583906174, 0.019552743062376976, -0.04820699617266655, -0.023891497403383255, -0.06675058603286743, -0.22203610837459564, -0.033996887505054474, 0.043921321630477905, -0.08472035080194473, -0.032095059752464294, -0.060002345591783524, -0.07630454003810883, 0.025392862036824226, -0.0012491472298279405, 0.07475546002388, -0.061275117099285126, 0.056902408599853516, -0.029617754742503166, 0.03604765236377716, 0.026070155203342438, 0.021202899515628815, -0.06837406754493713, 0.03662531077861786, -0.15810391306877136, 0.07380309700965881, -0.07181868702173233, 0.04371732845902443, -0.14945867657661438, -0.09416567534208298, -0.0026965378783643246, -0.033377401530742645, 0.07267069816589355, 0.13270847499370575, -0.18639203906059265, -0.0016901545459404588, 0.15781652927398682, -0.08466722816228867, -0.09508189558982849, 0.11527226120233536, -0.05380510166287422, 0.04459477961063385, 0.041871897876262665, 0.18497198820114136, 0.0994744673371315, -0.15601292252540588, -0.005447874777019024, -0.00591671746224165, 0.041798848658800125, 0.009766764007508755, 0.06315991282463074, -0.005558740813285112, 0.030664857476949692, 0.005301125813275576, -0.07893100380897522, -0.007671330589801073, -0.06735324114561081, -0.08979233354330063, -0.07188678532838821, -0.06945029646158218, 0.0333404503762722, 0.011738967150449753, 0.02735925279557705, -0.06572136282920837, -0.09556300193071365, 0.10293830186128616, 0.14903205633163452, -0.04000667855143547, 0.012875707820057869, -0.07711035013198853, 0.08800393342971802, -0.04757579788565636, -0.025182312354445457, -0.1812266856431961, -0.08708331733942032, 0.04509325325489044, -0.072137750685215, 0.0014574009692296386, -0.0023608480114489794, 0.07492662221193314, 0.06694173067808151, -0.052200477570295334, -0.0406547486782074, -0.05156509950757027, -0.009414971806108952, -0.09281838685274124, -0.1796017736196518, -0.045860957354307175, -0.04843588545918465, 0.12698394060134888, -0.22614341974258423, 0.0074500408954918385, -0.023309089243412018, 0.12972301244735718, 0.04818492382764816, -0.05783633515238762, 0.008304200135171413, 0.027875151485204697, -0.010184908285737038, -0.10686524212360382, 0.04792283847928047, -0.003306736471131444, -0.08313801884651184, -0.058383241295814514, -0.11399530619382858, 0.0330110527575016, 0.054729312658309937, 0.10592983663082123, -0.10527285933494568, -0.05729260668158531, -0.05537104979157448, -0.04229347035288811, -0.08476804196834564, -0.004589583724737167, 0.1870713084936142, 0.025463519617915154, 0.11552995443344116, -0.07132448256015778, -0.07515094429254532, 0.006017433013767004, -0.0064387209713459015, -0.028896281495690346, 0.09476447105407715, 0.016151145100593567, -0.13030505180358887, 0.07928859442472458, 0.12560640275478363, -0.044840507209300995, 0.1497231274843216, -0.06884804368019104, -0.0869314968585968, -0.04994066059589386, 0.05332616716623306, -0.00638115219771862, 0.11094140261411667, -0.0389108806848526, 0.005722127854824066, 0.01915477216243744, 0.05375979095697403, 0.009154930710792542, -0.1617533564567566, -0.01763865537941456, 0.013837229460477829, -0.05277544632554054, -0.010603010654449463, 0.00010611074685584754, 0.015356956049799919, 0.08496790379285812, 0.02400861121714115, -0.05094340816140175, 0.012930966913700104, -0.023023884743452072, -0.0851922258734703, 0.1779133528470993, -0.12040188163518906, -0.08007865399122238, -0.12009413540363312, 0.05719471350312233, -0.046664297580718994, -0.03629499301314354, 0.015899019315838814, -0.07070193439722061, -0.04190610721707344, -0.1239381805062294, -0.03295854106545448, 0.011341869831085205, -0.018976636230945587, 0.05335283279418945, 0.004886309150606394, 0.08103043586015701, -0.13537758588790894, 0.01344248466193676, -0.016969842836260796, -0.08510715514421463, 0.004521979484707117, 0.02005639672279358, 0.07913601398468018, 0.13342629373073578, 0.003660786198452115, 0.022601952776312828, -0.02945687249302864, 0.2526402175426483, -0.07497122138738632, 0.00864809937775135, 0.08221092820167542, 0.01948278769850731, 0.06436190009117126, 0.13715559244155884, 0.029890237376093864, -0.09828393906354904, 0.022911421954631805, 0.04812498018145561, -0.0019812502432614565, -0.2395622879266739, -0.03985988721251488, -0.019256429746747017, -0.06266683340072632, 0.09765952080488205, 0.059272632002830505, -0.008300921879708767, 0.025276267901062965, -0.0034712643828243017, -0.015071897767484188, 0.007564398925751448, 0.09286186099052429, 0.029133066534996033, 0.04490875080227852, 0.07944276183843613, -0.04572008177638054, -0.009014150127768517, 0.06139940395951271, 0.035375118255615234, 0.3081267476081848, -0.0211053304374218, 0.13511891663074493, 0.01590239629149437, 0.1434764266014099, -0.027485312893986702, 0.025376994162797928, -0.00824165903031826, -0.007046700920909643, -0.013170838356018066, -0.06561842560768127, -0.004215061664581299, 0.04928656667470932, -0.053305115550756454, 0.0746077448129654, -0.06777412444353104, 0.022343246266245842, 0.05743393301963806, 0.29542824625968933, 0.05085792392492294, -0.287935346364975, -0.0667271837592125, 0.030346093699336052, -0.025935862213373184, -0.057522185146808624, 0.021663805469870567, 0.1271132528781891, -0.09444200992584229, 0.06266499310731888, -0.07951927930116653, 0.0799584835767746, -0.0512833446264267, -0.00803089514374733, 0.05718894302845001, 0.11919822543859482, -0.011503197252750397, 0.06115945428609848, -0.15457521378993988, 0.23323862254619598, 0.027768781408667564, 0.11892860382795334, -0.04336540400981903, 0.020198211073875427, 0.017121216282248497, 0.1099824458360672, 0.12595991790294647, 0.01786579191684723, -0.10508093237876892, -0.17041701078414917, -0.10087065398693085, 0.006235064473003149, 0.09364207834005356, -0.00933610089123249, 0.07341942936182022, -0.05332190543413162, 0.003078712848946452, 0.038419462740421295, -0.06267832964658737, -0.14656983315944672, -0.10242535173892975, 0.02481612004339695, 0.015399966388940811, -0.03960098326206207, -0.08138663321733475, -0.08875294029712677, -0.02263859659433365, 0.09501119703054428, -0.03077174723148346, -0.036368243396282196, -0.13157124817371368, -0.0031367032788693905, 0.12150998413562775, -0.06475574523210526, 0.015079990029335022, 0.026428567245602608, 0.11463049799203873, 0.030704470351338387, -0.060245580971241, 0.069932721555233, -0.0499713309109211, -0.16025656461715698, -0.05960138514637947, 0.10369762778282166, 0.06693045049905777, 0.044213589280843735, 0.002579342108219862, 0.030145635828375816, 0.03050638549029827, -0.09400557726621628, 0.0160354133695364, 0.1266247183084488, 0.07949457317590714, 0.04220132529735565, -0.07435957342386246, 0.025855328887701035, -0.04297667741775513, -0.02223222143948078, 0.10969127714633942, 0.25932085514068604, -0.09227301180362701, 0.08642543852329254, 0.07053026556968689, -0.08100158721208572, -0.16987967491149902, 0.06084391847252846, 0.1058942973613739, 0.01999218948185444, 0.05148864537477493, -0.15542349219322205, 0.060312338173389435, 0.1351257860660553, -0.03073747269809246, 0.07246191054582596, -0.39315059781074524, -0.12168953567743301, 0.054888054728507996, 0.11294564604759216, 0.046272777020931244, -0.12522515654563904, -0.026594124734401703, -0.010638146661221981, -0.11205702275037766, 0.03808038681745529, -0.06820272654294968, 0.10165537893772125, -0.021544408053159714, 0.09723498672246933, 0.026533134281635284, -0.03872020170092583, 0.16123026609420776, 0.025829458609223366, 0.10798417031764984, -0.058480240404605865, 0.011387702077627182, 0.06352001428604126, -0.09838709235191345, 0.08322429656982422, -0.03479011356830597, 0.06359326839447021, -0.1335810422897339, -0.007813888601958752, -0.04601850360631943, 0.041076112538576126, -0.04077458754181862, -0.054099004715681076, -0.044728487730026245, 0.08371639996767044, 0.07001455128192902, -0.03478923439979553, 0.1178581640124321, 0.027492869645357132, 0.07269690930843353, 0.0875338613986969, 0.060375768691301346, -0.022938083857297897, -0.10688813775777817, 0.013836601749062538, -0.013794954866170883, 0.06600786000490189, -0.16518117487430573, 0.023959442973136902, 0.11252877861261368, 0.028535962104797363, 0.14281968772411346, 0.02962406724691391, -0.0630418062210083, 0.005847644060850143, 0.03685426712036133, -0.09200461953878403, -0.17031052708625793, 0.007799376733601093, 0.010282407514750957, -0.1410326361656189, 0.02256445772945881, 0.11053601652383804, -0.06711317598819733, -0.007930338382720947, -0.0031284678261727095, 0.03707876056432724, -0.017875604331493378, 0.16850240528583527, 0.018065398558974266, 0.059825293719768524, -0.06211160495877266, 0.12433376163244247, 0.07084491848945618, -0.03428062051534653, 0.059616874903440475, 0.05638132244348526, -0.09790230542421341, -0.029937734827399254, 0.058470018208026886, 0.16076256334781647, -0.011831488460302353, -0.028076352551579475, -0.06318891048431396, -0.08000891655683517, 0.04780581220984459, 0.07572010159492493, 0.054789576679468155, -0.017269844189286232, -0.03243882954120636, 0.0012936316197738051, -0.11447414010763168, 0.10180722922086716, 0.054334260523319244, 0.07379321753978729, -0.16740819811820984, 0.045319221913814545, -0.019218798726797104, 0.002296950202435255, -0.01343994028866291, 0.008548293262720108, -0.09766934812068939, -0.011827093549072742, -0.14927911758422852, 0.015298785641789436, -0.030646663159132004, 0.02372508868575096, -0.013906044885516167, -0.034344784915447235, -0.03059553913772106, 0.0419270321726799, -0.06332148611545563, -0.056342754513025284, 0.0063585625030100346, 0.06259223073720932, -0.11842392385005951, -0.026919184252619743, 0.017595641314983368, -0.08736156672239304, 0.07619655877351761, 0.04958102107048035, 0.014253211207687855, 0.025397250428795815, -0.10738212615251541, 0.020284611731767654, 0.04578544944524765, 0.008372802287340164, 0.06070340797305107, -0.14966124296188354, -0.02517886832356453, -0.04476466774940491, 0.02874648943543434, 0.02184762991964817, 0.050619859248399734, -0.12277759611606598, -0.02096611261367798, -0.06288350373506546, -0.06525783240795135, -0.06254761666059494, 0.0516088604927063, 0.12061627209186554, 0.02650960348546505, 0.16807830333709717, -0.0817907452583313, 0.03276171162724495, -0.17308500409126282, -0.043849341571331024, 0.022246461361646652, -0.029058154672384262, -0.07893305271863937, -0.025078367441892624, 0.05999407544732094, -0.06277544796466827, 0.08909278362989426, -0.03235301002860069, 0.028792327269911766, 0.040593959391117096, -0.05696206912398338, -0.04519376903772354, 0.009425822645425797, 0.16662269830703735, 0.05007178708910942, -0.02021848037838936, 0.09073805809020996, -0.003315584035590291, 0.058429379016160965, 0.07915585488080978, 0.14684173464775085, 0.1671130359172821, -0.01360362209379673, 0.07333306223154068, 0.0353286974132061, -0.10865190625190735, -0.11408737301826477, 0.12150834500789642, -0.021616941317915916, 0.10560616105794907, -0.05678979307413101, 0.1265992522239685, 0.14201593399047852, -0.17934249341487885, 0.026844415813684464, -0.06034133583307266, -0.11209729313850403, -0.11616605520248413, -0.07725106179714203, -0.07419782876968384, -0.1263810694217682, 0.011947293765842915, -0.10442578792572021, 0.04323717579245567, 0.050243888050317764, 0.016337189823389053, 0.022515997290611267, 0.13360294699668884, -0.013170311227440834, 0.031096648424863815, 0.061847660690546036, 0.023491958156228065, -0.014863426797091961, -0.05475093796849251, -0.06046513095498085, 0.06095908582210541, -0.046653006225824356, 0.061438076198101044, -0.01959896646440029, 0.017123673111200333, 0.038639601320028305, -0.02142203599214554, -0.07507278770208359, 0.017485886812210083, 0.030332762748003006, 0.0016337669221684337, 0.05146368220448494, 0.08288790285587311, -0.018407072871923447, -0.036571357399225235, 0.2744187116622925, -0.07158965617418289, -0.05818990617990494, -0.1294691115617752, 0.17569489777088165, 0.03259970620274544, 0.0067258598282933235, 0.047020673751831055, -0.1104370653629303, -0.008084926754236221, 0.10546131432056427, 0.15707817673683167, -0.04389772191643715, -0.025233600288629532, -0.030681787058711052, -0.016526632010936737, -0.07416563481092453, 0.11157967895269394, 0.09218068420886993, 0.006785009987652302, -0.038656074553728104, 0.03423513472080231, -0.013135727494955063, -0.02374810352921486, -0.088606096804142, 0.04476263374090195, 0.0008740994380787015, 0.013493532314896584, -0.05624522268772125, 0.06508367508649826, -0.01187437679618597, -0.13949522376060486, 0.048657819628715515, -0.14136375486850739, -0.17815619707107544, -0.01107427105307579, 0.08528348058462143, -0.0160586666315794, 0.06237661838531494, -0.01529234740883112, -0.014958379790186882, 0.1534491628408432, -0.032611142843961716, -0.04190253093838692, -0.14676305651664734, 0.04918782413005829, -0.059734541922807693, 0.2367955595254898, 0.01644563488662243, 0.054653894156217575, 0.10502725094556808, 0.0010111192241311073, -0.17261749505996704, 0.04489096626639366, 0.06847731024026871, -0.031831078231334686, 0.009952249005436897, 0.14404812455177307, -0.054564427584409714, 0.12076510488986969, 0.05488663539290428, -0.0967414602637291, -0.028750402852892876, -0.029434042051434517, -0.007861439138650894, -0.0928504541516304, 0.019099097698926926, -0.04042019695043564, 0.16370540857315063, 0.1862817406654358, -0.04152144864201546, 0.011047016829252243, -0.05347432196140289, 0.037913914769887924, 0.05107029154896736, 0.07089337706565857, -0.015835514292120934, -0.1942756325006485, 0.024722861126065254, 0.04026826098561287, 0.03707800805568695, -0.201375350356102, -0.11634144932031631, 0.04279884696006775, -0.057628002017736435, -0.039648085832595825, 0.12087368965148926, 0.05395889654755592, 0.0381632037460804, -0.03147444501519203, -0.1188778281211853, -0.0430348701775074, 0.14410918951034546, -0.11765410006046295, -0.05901922285556793 ]

[ "transformers", "safetensors", "mistral", "text-generation", "merge", "mergekit", "lazymergekit", "mlabonne/OmniBeagle-7B", "flemmingmiguel/MBX-7B-v3", "CultriX/NeuralTrix-7B-dpo", "base_model:mlabonne/OmniBeagle-7B", "base_model:flemmingmiguel/MBX-7B-v3", "base_model:CultriX/NeuralTrix-7B-dpo", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "region:us" ]

[]

[]

[ "# NeuralTrix-V2\n\nNeuralTrix-V2 is a merge of the following models using LazyMergekit:\n* mlabonne/OmniBeagle-7B\n* flemmingmiguel/MBX-7B-v3\n* CultriX/NeuralTrix-7B-dpo", "## Configuration", "## Usage" ]

[ "TAGS\n#transformers #safetensors #mistral #text-generation #merge #mergekit #lazymergekit #mlabonne/OmniBeagle-7B #flemmingmiguel/MBX-7B-v3 #CultriX/NeuralTrix-7B-dpo #base_model-mlabonne/OmniBeagle-7B #base_model-flemmingmiguel/MBX-7B-v3 #base_model-CultriX/NeuralTrix-7B-dpo #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n", "# NeuralTrix-V2\n\nNeuralTrix-V2 is a merge of the following models using LazyMergekit:\n* mlabonne/OmniBeagle-7B\n* flemmingmiguel/MBX-7B-v3\n* CultriX/NeuralTrix-7B-dpo", "## Configuration", "## Usage" ]

[ 150, 68, 4, 3 ]

[ "passage: TAGS\n#transformers #safetensors #mistral #text-generation #merge #mergekit #lazymergekit #mlabonne/OmniBeagle-7B #flemmingmiguel/MBX-7B-v3 #CultriX/NeuralTrix-7B-dpo #base_model-mlabonne/OmniBeagle-7B #base_model-flemmingmiguel/MBX-7B-v3 #base_model-CultriX/NeuralTrix-7B-dpo #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n# NeuralTrix-V2\n\nNeuralTrix-V2 is a merge of the following models using LazyMergekit:\n* mlabonne/OmniBeagle-7B\n* flemmingmiguel/MBX-7B-v3\n* CultriX/NeuralTrix-7B-dpo## Configuration## Usage" ]

[ -0.05063317343592644, 0.06369196623563766, -0.006121775135397911, 0.0020287809893488884, 0.08067700266838074, 0.05395763739943504, 0.17262664437294006, 0.09536722302436829, -0.003437561448663473, 0.07462050765752792, 0.058323606848716736, 0.18016675114631653, 0.05720357224345207, 0.12425369769334793, -0.04154049605131149, -0.20574140548706055, 0.08168569952249527, 0.017663726583123207, -0.06729309260845184, 0.06255186349153519, 0.10428179055452347, -0.054018277674913406, 0.07887251675128937, 0.0026459202636033297, -0.12145017087459564, -0.022689662873744965, 0.01619141176342964, -0.010317696258425713, 0.09133146703243256, 0.09847418963909149, 0.0809611827135086, 0.05698872730135918, -0.01229083351790905, -0.15509432554244995, 0.03017391636967659, 0.039307642728090286, -0.02333677001297474, 0.06515892595052719, 0.10090304166078568, -0.03259031102061272, 0.1210520789027214, -0.04323100671172142, 0.02930356189608574, 0.06091190129518509, -0.10892229527235031, -0.09751076996326447, -0.07814096659421921, 0.08893586695194244, 0.03266407176852226, 0.03361886739730835, -0.02244063839316368, 0.1484403908252716, 0.015542872250080109, 0.09805719554424286, 0.14458100497722626, -0.287048876285553, -0.025924956426024437, 0.14310957491397858, 0.05629376694560051, -0.054511185735464096, -0.014763482846319675, 0.05095050856471062, 0.008946865797042847, -0.011962604708969593, 0.05724148452281952, -0.07310562580823898, 0.1318368762731552, -0.0811806246638298, -0.12389267981052399, 0.024936849251389503, 0.0714169442653656, 0.024698380380868912, -0.004919465631246567, -0.08307153731584549, -0.08574981987476349, 0.03228457644581795, -0.0586375817656517, -0.049046024680137634, 0.03261689096689224, -0.02798580192029476, 0.08434212952852249, -0.08493225276470184, -0.025872306898236275, -0.02102324739098549, -0.08504186570644379, 0.1656522899866104, 0.018129723146557808, -0.007703418843448162, 0.0005825894768349826, 0.044226981699466705, -0.06357145309448242, -0.10641731321811676, 0.006308996118605137, -0.035493168979883194, -0.06872347742319107, -0.04029259830713272, -0.06851013749837875, -0.12547561526298523, 0.0930568054318428, 0.17127572000026703, -0.026602599769830704, 0.039173662662506104, -0.010796530172228813, 0.04175384342670441, -0.005702247843146324, -0.02925741672515869, -0.14494530856609344, -0.08738172054290771, 0.05252915248274803, 0.08570760488510132, 0.036256756633520126, -0.0010802397737279534, -0.09145403653383255, -0.018929583951830864, 0.03472420200705528, 0.01196332648396492, 0.06743023544549942, 0.11135487258434296, -0.06722228229045868, -0.09389370679855347, 0.10548079013824463, -0.0961763858795166, 0.010230468586087227, 0.024528061971068382, -0.046919163316488266, 0.049136582762002945, 0.02654971554875374, 0.037572022527456284, -0.007383489515632391, 0.05538584664463997, -0.08417445421218872, -0.01961042918264866, -0.0672866627573967, -0.11351370066404343, 0.015233699232339859, -0.015332556329667568, -0.04425083473324776, -0.12633952498435974, -0.18226413428783417, -0.03688926249742508, 0.04873088002204895, -0.04672236368060112, -0.0009012056980282068, -0.06601213663816452, -0.00839161779731512, -0.011496543884277344, 0.003047996899113059, -0.021157488226890564, 0.005660864058881998, 0.017207391560077667, 0.023683469742536545, 0.05026043578982353, -0.1273369938135147, 0.018479568883776665, -0.04122437536716461, 0.09087594598531723, -0.1953381896018982, 0.10624032467603683, -0.023529518395662308, 0.0548488087952137, -0.12511681020259857, -0.021134160459041595, -0.035306937992572784, 0.012124527245759964, 0.052621521055698395, 0.12054672837257385, -0.11980505287647247, -0.08508530259132385, 0.15946121513843536, -0.10926772654056549, -0.1274661421775818, 0.08826330304145813, -0.0021600895561277866, 0.037680480629205704, 0.08089528232812881, 0.19328463077545166, 0.1351110190153122, -0.05941450968384743, -0.04921261966228485, -0.07323399186134338, -0.01789543777704239, 0.021253464743494987, 0.0707831010222435, 0.014729038812220097, -0.0432683527469635, 0.030568143352866173, -0.010360997170209885, 0.08677895367145538, -0.007115274202078581, -0.053123194724321365, -0.003224290208891034, -0.08182372897863388, 0.10734006762504578, -0.024133168160915375, 0.011039159260690212, -0.04619726538658142, -0.04099537432193756, 0.08854316920042038, 0.09508232027292252, -0.05210651829838753, -0.006050588563084602, -0.09136992692947388, 0.07879257947206497, -0.05017756298184395, 0.054316990077495575, -0.13021264970302582, -0.14372864365577698, 0.022859370335936546, -0.05871237441897392, 0.04397065192461014, -0.003633532440289855, 0.06865622103214264, 0.033330727368593216, -0.060549911111593246, -0.03899645432829857, 0.07938012480735779, 0.001232665847055614, 0.006464542355388403, -0.15881602466106415, -0.03485344350337982, -0.0683169811964035, 0.21105200052261353, -0.13285735249519348, 0.06508452445268631, 0.0025822992902249098, 0.19281037151813507, 0.0080177653580904, -0.018236882984638214, 0.035291243344545364, 0.005000238306820393, -0.023375149816274643, -0.008714578114449978, 0.10392927378416061, -0.012782871723175049, -0.1124383881688118, 0.08945146203041077, -0.15834744274616241, 0.1276942640542984, 0.1001029685139656, 0.028453374281525612, -0.06671717017889023, -0.09329868853092194, -0.00816684402525425, -0.043999217450618744, 0.08432517200708389, -0.09259659051895142, 0.07401025295257568, 0.021695025265216827, 0.10398420691490173, -0.0844438225030899, -0.04203726351261139, 0.007539273239672184, -0.002941219136118889, -0.04448139667510986, 0.032508667558431625, -0.023107169196009636, -0.22940495610237122, 0.11207244545221329, 0.06003924459218979, 0.0019747146870940924, 0.09804987162351608, 0.017107069492340088, 0.005429223645478487, -0.09454178810119629, 0.043041471391916275, 0.04988989233970642, -0.0008959777769632638, -0.06123299524188042, 0.042923975735902786, 0.05546966940164566, -0.01221691444516182, 0.05458369478583336, -0.04823935404419899, 0.03816207870841026, 0.006495428271591663, -0.021077465265989304, 0.12796130776405334, 0.07302147895097733, 0.021941466256976128, 0.07823744416236877, 0.01633293554186821, -0.047059353440999985, 0.015533626079559326, -0.01733560860157013, -0.08647622168064117, 0.16359961032867432, -0.1583026498556137, -0.2808605134487152, -0.11351952701807022, -0.08419686555862427, -0.11541012674570084, 0.011882760562002659, 0.007179947104305029, -0.0020445948466658592, -0.03347006440162659, -0.07034489512443542, 0.06112883985042572, 0.031984902918338776, -0.008356522768735886, -0.028326328843832016, 0.02188817411661148, 0.031035857275128365, -0.1070917397737503, -0.013860946521162987, 0.0095998365432024, -0.02787800133228302, 0.04663272574543953, -0.034436631947755814, 0.0632602870464325, 0.14030037820339203, 0.023475006222724915, -0.009467075578868389, -0.022585326805710793, 0.21537402272224426, -0.07424057275056839, 0.08328486979007721, 0.14179860055446625, -0.03670936077833176, 0.04365883767604828, 0.20445099472999573, 0.014613219536840916, -0.07951775193214417, 0.016037996858358383, 0.0009758094674907625, 0.0015569452662020922, -0.1898864209651947, -0.12105828523635864, -0.06481863558292389, 0.02769109420478344, 0.05596156418323517, 0.046123113483190536, 0.11964375525712967, 0.06438083201646805, -0.07307370752096176, 0.009104976430535316, 0.054119519889354706, 0.07261466234922409, 0.24790115654468536, -0.0010754086542874575, 0.10293237864971161, -0.01600492186844349, -0.05966172367334366, 0.02353936806321144, 0.06461474299430847, 0.09859472513198853, 0.04644719138741493, 0.166822612285614, 0.04237980395555496, -0.0028502491768449545, 0.02339659258723259, 0.08219116926193237, -0.024345582351088524, -0.016835983842611313, -0.017432721331715584, -0.09567148983478546, -0.012872914783656597, 0.02865055575966835, 0.06310815364122391, 0.040423668920993805, -0.018033085390925407, -0.03179590404033661, 0.08086822181940079, 0.06166195496916771, 0.08522059768438339, -0.28633949160575867, -0.029770344495773315, 0.013217656873166561, 0.022974267601966858, -0.04216153547167778, -0.023805318400263786, 0.0520988292992115, -0.07516434788703918, 0.1397978514432907, -0.05767662823200226, 0.06414496898651123, -0.05875209718942642, 0.007702875416725874, -0.011634527705609798, 0.11600096523761749, -0.004586794879287481, 0.03951182961463928, -0.2092442661523819, 0.13140133023262024, 0.053926724940538406, 0.004426478408277035, 0.025667039677500725, 0.0326213575899601, 0.042684946209192276, 0.12219321727752686, 0.06538981944322586, -0.0005566019681282341, 0.030892975628376007, -0.033677224069833755, -0.08493809401988983, -0.028050275519490242, 0.07915804535150528, -0.04794735461473465, 0.095168337225914, -0.023873712867498398, -0.07025890797376633, -0.00006963447958696634, 0.06178984045982361, -0.1754012107849121, -0.14728334546089172, 0.10008417814970016, 0.09237085282802582, 0.07675355672836304, -0.08425954729318619, -0.04103367403149605, -0.11312853544950485, 0.22086045145988464, -0.023273367434740067, -0.06992363184690475, -0.11180339008569717, 0.04190126061439514, 0.11931010335683823, -0.05121901258826256, 0.06248147040605545, -0.053057387471199036, 0.0855453759431839, -0.07799698412418365, -0.12021104991436005, 0.0718691423535347, -0.07441812008619308, -0.08091071993112564, -0.05016119405627251, 0.15067142248153687, -0.033087342977523804, 0.030759450048208237, 0.030954794958233833, 0.027882961556315422, 0.031278397887945175, -0.04433009400963783, 0.00393492029979825, 0.08195267617702484, 0.010526380501687527, 0.09377186745405197, -0.0937957614660263, -0.1284337192773819, -0.06929504871368408, 0.02242758870124817, 0.1735747754573822, 0.26562657952308655, -0.012801477685570717, 0.04593634977936745, 0.11991076171398163, -0.07092339545488358, -0.20711836218833923, -0.01583707705140114, 0.06768738478422165, -0.017421230673789978, 0.007297364063560963, -0.14400941133499146, 0.033252738416194916, 0.11224684864282608, 0.004419631790369749, 0.118747778236866, -0.29273223876953125, -0.1201310083270073, 0.04829155281186104, 0.08642026036977768, 0.07803235948085785, -0.15328603982925415, -0.08415159583091736, -0.07464760541915894, -0.1460631638765335, 0.12441705912351608, 0.0038030901923775673, 0.0958619937300682, -0.005783378146588802, -0.020233992487192154, 0.04383217170834541, -0.037060968577861786, 0.11687147617340088, -0.012842272408306599, 0.03154510632157326, -0.05981472134590149, -0.04907296597957611, 0.14170800149440765, -0.02931636944413185, 0.05279824137687683, -0.07453444600105286, 0.01171585638076067, -0.012744790874421597, -0.047600097954273224, -0.07635887712240219, 0.07905392348766327, -0.03516419976949692, -0.06148919463157654, -0.05160891264677048, 0.08428537100553513, 0.056991931051015854, 0.04146544262766838, 0.040790293365716934, -0.052879635244607925, 0.08597220480442047, 0.20371808111667633, 0.0964721217751503, -0.02524235099554062, -0.0786464586853981, -0.002459185430780053, -0.033667199313640594, 0.03746580332517624, 0.005818801466375589, -0.006132570561021566, 0.10156144201755524, -0.021048076450824738, 0.11846475303173065, 0.04213166981935501, -0.0850745141506195, -0.04990348219871521, 0.09286137670278549, -0.10755003988742828, -0.1963636428117752, -0.018711933866143227, 0.05114470049738884, -0.05485587567090988, 0.057312559336423874, 0.2074640542268753, -0.025644538924098015, -0.007916009984910488, 0.04669296741485596, -0.020904764533042908, -0.05505794659256935, 0.13100358843803406, 0.013404578901827335, 0.06696110963821411, -0.0859813392162323, 0.018522504717111588, 0.06744012236595154, -0.11705899983644485, -0.025805318728089333, 0.09083928912878036, -0.09618736058473587, -0.08014191687107086, -0.0621260367333889, 0.15253998339176178, -0.012147333472967148, -0.017772791907191277, -0.08489259332418442, -0.10857956856489182, 0.02266687899827957, 0.1465824544429779, 0.04791183024644852, 0.03805050998926163, 0.02890494465827942, -0.03858355060219765, -0.05171417072415352, 0.10341320931911469, -0.028960328549146652, 0.09221597760915756, -0.1141970083117485, 0.07651863992214203, -0.04460672661662102, 0.0017426374834030867, -0.04316800832748413, 0.0013132491149008274, -0.16405579447746277, -0.050875671207904816, -0.0767378881573677, -0.037090059369802475, -0.12003560364246368, -0.03643950819969177, 0.007004584651440382, 0.013207884505391121, -0.0043177856132388115, -0.016535766422748566, -0.048955038189888, -0.05351496487855911, 0.005695396102964878, 0.05518393963575363, -0.08635886758565903, -0.050219979137182236, -0.00962038990110159, -0.07089406251907349, 0.07216641306877136, 0.018496418371796608, 0.009853629395365715, -0.015003501437604427, -0.08841267973184586, -0.05556532368063927, 0.051653746515512466, 0.02609824761748314, 0.022028563544154167, -0.14020614326000214, 0.002716946881264448, -0.004103765822947025, -0.03383650630712509, 0.007870799861848354, 0.09950185567140579, -0.09012395888566971, 0.043992821127176285, -0.06767307966947556, -0.026696382090449333, -0.03949742764234543, -0.04017984867095947, -0.015643123537302017, 0.013857295736670494, 0.12520870566368103, -0.0657518059015274, 0.04564127326011658, -0.1576419174671173, -0.005490437150001526, -0.020880945026874542, -0.11552496254444122, 0.03282088041305542, -0.02697128802537918, 0.02606363222002983, -0.009525819681584835, 0.08539009839296341, -0.027349352836608887, -0.15895786881446838, 0.030275797471404076, -0.04377494752407074, -0.043956901878118515, 0.04796135053038597, 0.14603300392627716, 0.09777426719665527, -0.025820260867476463, -0.03758925199508667, 0.07309237122535706, 0.04756864905357361, 0.04681593179702759, 0.0935647264122963, 0.10103194415569305, 0.017099900171160698, 0.07922666519880295, 0.09965670853853226, -0.023225706070661545, -0.038923170417547226, 0.053855594247579575, -0.021638454869389534, 0.050280727446079254, -0.029240714386105537, 0.16342100501060486, 0.14303871989250183, -0.10975553095340729, 0.07995619624853134, 0.03416752070188522, -0.0410093329846859, -0.06437164545059204, -0.12218406051397324, -0.09923849999904633, -0.11008395254611969, -0.038706403225660324, -0.1128087192773819, -0.0404181033372879, -0.018741052597761154, 0.016505209729075432, 0.0007578119984827936, 0.16528105735778809, -0.05288790538907051, -0.022597547620534897, 0.05570581182837486, 0.0027361793909221888, -0.04623813554644585, -0.009741383604705334, -0.03913714736700058, -0.015315257012844086, 0.01404937356710434, 0.017908014357089996, 0.013930384069681168, 0.006194292102009058, 0.05458665266633034, -0.020447896793484688, -0.11413586139678955, 0.01068214699625969, 0.03341265767812729, 0.019153056666254997, 0.057737819850444794, 0.011914694681763649, -0.0787011981010437, -0.028970684856176376, 0.06703359633684158, -0.007691890932619572, -0.09596297889947891, -0.08137410879135132, 0.1608799546957016, -0.017714207991957664, 0.05758374184370041, 0.0005644559860229492, -0.053852882236242294, -0.0178707055747509, 0.19815979897975922, 0.29139935970306396, -0.06674468517303467, 0.002372228540480137, 0.03347998484969139, 0.006902879569679499, 0.045785240828990936, 0.09209001064300537, 0.0369076207280159, 0.18342743813991547, -0.018760886043310165, 0.030744139105081558, -0.009051123633980751, -0.04583146050572395, -0.06472059339284897, -0.03242636099457741, 0.03920774906873703, 0.025150153785943985, 0.02507524937391281, 0.0976836085319519, -0.09666822850704193, -0.045231204479932785, 0.016737017780542374, -0.1310393214225769, -0.10641462355852127, -0.1137981116771698, 0.01627027615904808, -0.019512254744768143, 0.089314304292202, -0.03467752784490585, -0.055912215262651443, 0.08391823619604111, -0.042914312332868576, -0.10422562807798386, -0.06901995837688446, 0.028431545943021774, -0.04317057132720947, 0.08976499736309052, -0.04311021417379379, 0.053506214171648026, 0.13002395629882812, -0.02654227800667286, -0.09946293383836746, 0.04377250745892525, 0.01985042169690132, -0.06087234243750572, 0.07183899730443954, 0.08368868380784988, -0.011543910019099712, 0.0888499915599823, 0.023255031555891037, -0.1603141725063324, 0.04049665108323097, 0.07211046665906906, -0.027030855417251587, -0.07406862825155258, 0.10363764315843582, -0.06772466748952866, 0.10751345008611679, 0.16032488644123077, -0.03335021436214447, 0.001612140447832644, -0.023769309744238853, 0.013813380151987076, 0.1130857765674591, 0.11090574413537979, -0.059630654752254486, -0.22106324136257172, -0.019132288172841072, -0.0449003241956234, 0.010657919570803642, -0.27419689297676086, -0.08453622460365295, -0.10597753524780273, -0.01932007446885109, -0.08945030719041824, 0.07035022228956223, 0.09850377589464188, 0.011860492639243603, -0.026404738426208496, -0.1355678141117096, -0.03728638216853142, 0.08841346204280853, -0.1264827996492386, -0.10313890129327774 ]

[ "transformers", "safetensors", "llama", "text-generation", "facebook", "meta", "NF4", "llama-2", "conversational", "en", "dataset:twhoool02/guanaco-llama2", "arxiv:1910.09700", "base_model:meta-llama/Llama-2-7b-chat-hf", "license:other", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "region:us" ]

[ "1910.09700" ]

[ "en" ]

[ "# Model Card for llama-2-7b-chat-finetuned-guanaco", "## Model Details", "### Model Description\n\n\n\nThis model is a quantized version of the meta-llama/Llama-2-7b-chat-hf model. The model was quantized using NF4. The model was fine-tuned using the dataset timdettmers/openassistant-guanaco\n\n- Developed by: Ted Whooley\n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: llama\n- Language(s) (NLP): en\n- License: other\n- Finetuned from model [optional]: meta-llama/Llama-2-7b-chat-hf", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ "TAGS\n#transformers #safetensors #llama #text-generation #facebook #meta #NF4 #llama-2 #conversational #en #dataset-twhoool02/guanaco-llama2 #arxiv-1910.09700 #base_model-meta-llama/Llama-2-7b-chat-hf #license-other #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n", "# Model Card for llama-2-7b-chat-finetuned-guanaco", "## Model Details", "### Model Description\n\n\n\nThis model is a quantized version of the meta-llama/Llama-2-7b-chat-hf model. The model was quantized using NF4. The model was fine-tuned using the dataset timdettmers/openassistant-guanaco\n\n- Developed by: Ted Whooley\n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: llama\n- Language(s) (NLP): en\n- License: other\n- Finetuned from model [optional]: meta-llama/Llama-2-7b-chat-hf", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ 114, 18, 3, 135, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4 ]

[ "passage: TAGS\n#transformers #safetensors #llama #text-generation #facebook #meta #NF4 #llama-2 #conversational #en #dataset-twhoool02/guanaco-llama2 #arxiv-1910.09700 #base_model-meta-llama/Llama-2-7b-chat-hf #license-other #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n# Model Card for llama-2-7b-chat-finetuned-guanaco## Model Details### Model Description\n\n\n\nThis model is a quantized version of the meta-llama/Llama-2-7b-chat-hf model. The model was quantized using NF4. The model was fine-tuned using the dataset timdettmers/openassistant-guanaco\n\n- Developed by: Ted Whooley\n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: llama\n- Language(s) (NLP): en\n- License: other\n- Finetuned from model [optional]: meta-llama/Llama-2-7b-chat-hf### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]" ]

[ -0.03693003207445145, 0.2205265462398529, -0.00575221236795187, 0.011101942509412766, 0.07533033937215805, 0.013184417970478535, 0.09293007850646973, 0.13020306825637817, -0.02561652474105358, 0.11213231831789017, 0.006911213975399733, 0.10202084481716156, 0.09890789538621902, 0.1392161250114441, 0.004028929863125086, -0.24761845171451569, 0.02668735198676586, -0.10736473649740219, -0.01070643961429596, 0.09660017490386963, 0.12893812358379364, -0.08555813133716583, 0.06490124017000198, 0.02046346105635166, 0.0205135028809309, -0.01276575867086649, -0.04891964793205261, -0.0489615760743618, 0.04439336806535721, 0.07694847136735916, 0.02236216329038143, 0.036332253366708755, 0.07533659785985947, -0.2912124693393707, 0.015536239370703697, 0.056216321885585785, -0.0029179800767451525, 0.054092563688755035, 0.0621667318046093, -0.0731503814458847, 0.1577366143465042, -0.036065686494112015, 0.11310567706823349, 0.08340805768966675, -0.1173870787024498, -0.17890042066574097, -0.07074012607336044, 0.10034600645303726, 0.12561796605587006, 0.07987546920776367, -0.045775823295116425, 0.1477549970149994, -0.07771562039852142, 0.019155537709593773, 0.10120461136102676, -0.17214404046535492, -0.06955762952566147, 0.073609858751297, 0.05648376792669296, 0.0392933115363121, -0.10750819742679596, 0.008922163397073746, 0.03113541565835476, 0.005442602559924126, 0.03227202594280243, -0.022278888151049614, 0.09623641520738602, 0.0018170715775340796, -0.15356485545635223, -0.037739261984825134, 0.14567998051643372, 0.0532834492623806, -0.01876237243413925, -0.1688370257616043, -0.001577965565957129, 0.024368133395910263, -0.03739221766591072, -0.03226013481616974, 0.02753615938127041, -0.01916377618908882, 0.07958369702100754, -0.022046921774744987, -0.08232132345438004, 0.00009929808584274724, 0.05151700600981712, 0.06477121263742447, 0.025544410571455956, -0.01429781038314104, -0.035691022872924805, 0.08292588591575623, -0.023952769115567207, -0.13583365082740784, -0.02940370701253414, -0.06459473818540573, -0.09197097271680832, -0.04388996586203575, 0.020689131692051888, -0.03923925384879112, 0.11544263362884521, 0.19637024402618408, -0.06016269698739052, 0.07467567920684814, 0.01340255606919527, -0.0058441245928406715, 0.09862684458494186, 0.08680970221757889, -0.09087587147951126, -0.095450758934021, -0.023822378367185593, 0.10331273823976517, -0.0023632682859897614, -0.0006813691579736769, -0.04621399939060211, 0.06205599755048752, 0.007141705136746168, 0.09832875430583954, 0.09919161349534988, 0.029503334313631058, -0.06307129561901093, -0.0728638768196106, 0.11953472346067429, -0.15020497143268585, -0.009810888208448887, 0.03623579442501068, -0.045358605682849884, -0.03516542166471481, 0.014688093215227127, 0.008795315399765968, -0.007948063313961029, 0.04894483461976051, -0.05847494676709175, -0.05038398876786232, -0.09182775020599365, -0.0441092774271965, 0.02274760976433754, 0.044749725610017776, -0.04260118678212166, -0.07885892689228058, -0.0791192352771759, -0.08574730157852173, 0.08125323802232742, -0.09066776931285858, -0.08099546283483505, -0.03829365223646164, -0.024483880028128624, 0.01553651224821806, -0.00031753809889778495, 0.042790599167346954, -0.03758332505822182, 0.03023991920053959, -0.021312681958079338, 0.05389311537146568, 0.08866510540246964, 0.02329232171177864, -0.04714401438832283, 0.0883934423327446, -0.18732763826847076, 0.12115681171417236, -0.1016416847705841, 0.08635420352220535, -0.15945036709308624, -0.021200373768806458, 0.01165615115314722, -0.005994913633912802, 0.0018936593551188707, 0.12527301907539368, -0.18881835043430328, -0.03087499551475048, 0.21614842116832733, -0.10088514536619186, -0.09622093290090561, 0.07771068066358566, -0.05135394632816315, 0.11723124980926514, 0.06462789326906204, 0.12527281045913696, 0.12818476557731628, -0.1620718538761139, 0.003092957427725196, -0.014308322221040726, 0.02435378171503544, 0.16594401001930237, 0.05743879824876785, -0.0798892080783844, 0.020447496324777603, 0.020225349813699722, -0.03469590097665787, -0.006020121276378632, -0.03467763215303421, -0.1060866042971611, 0.03793617710471153, -0.09263882786035538, 0.030406227335333824, 0.00913317408412695, -0.061706818640232086, -0.017957329750061035, -0.1194767877459526, 0.0007463220390491188, 0.1187165379524231, 0.013819287531077862, -0.037727780640125275, -0.10974938422441483, 0.049359019845724106, 0.06856277585029602, 0.002721460536122322, -0.15243315696716309, -0.08379029482603073, 0.016832008957862854, -0.13868989050388336, 0.06513471901416779, -0.016413431614637375, 0.04066906124353409, 0.0084398677572608, -0.035747379064559937, -0.011515354737639427, 0.034227512776851654, 0.019353343173861504, -0.015134771354496479, -0.21943560242652893, -0.006741016637533903, -0.0443744957447052, 0.21126967668533325, -0.2015417367219925, 0.0363922119140625, 0.01658487878739834, 0.13835673034191132, 0.003183951135724783, -0.02920364961028099, 0.05237077549099922, -0.047077476978302, 0.00272393343038857, -0.04379160329699516, 0.021544281393289566, -0.0035045347176492214, -0.05524331331253052, 0.021001847460865974, -0.15770505368709564, -0.0672759935259819, 0.06543634086847305, 0.06451684236526489, -0.13226769864559174, -0.05711948871612549, -0.042614877223968506, -0.031494010239839554, -0.04200446605682373, -0.03910151124000549, 0.11151215434074402, 0.030575469136238098, 0.0626356452703476, -0.0782829150557518, -0.061333052814006805, -0.0029517749790102243, -0.04804973304271698, -0.042992234230041504, 0.12835903465747833, 0.057293880730867386, -0.18294157087802887, 0.0763130635023117, 0.057702284306287766, 0.08074399828910828, 0.1708562970161438, -0.017454002052545547, -0.049596190452575684, -0.060107890516519547, 0.0442294143140316, 0.022098353132605553, 0.09050317108631134, -0.06510502845048904, 0.045542750507593155, 0.03938840329647064, -0.011066894046962261, 0.02446022816002369, -0.07145064324140549, 0.019871562719345093, 0.011865668930113316, -0.01853114739060402, 0.05167644843459129, 0.002556909341365099, 0.012537124566733837, 0.08245609700679779, 0.049534086138010025, 0.05899890884757042, -0.021975195035338402, -0.054009199142456055, -0.11005446314811707, 0.18089160323143005, -0.1318204551935196, -0.23114001750946045, -0.09224426746368408, -0.04714365303516388, -0.015454227104783058, -0.03729766979813576, 0.029586100950837135, -0.055427540093660355, -0.07736112177371979, -0.06432684510946274, 0.047069039195775986, 0.0021665063686668873, -0.0797952264547348, -0.03542065620422363, 0.05894402042031288, 0.07425089925527573, -0.116285040974617, 0.0003013566602021456, 0.029895449057221413, -0.06674250960350037, -0.008944989182054996, 0.03464903682470322, 0.06718278676271439, 0.15944990515708923, 0.0548212043941021, 0.009708122350275517, 0.011680375784635544, 0.2953135669231415, -0.12235422432422638, 0.07073340564966202, 0.12552280724048615, -0.028103375807404518, 0.07693043351173401, 0.21376626193523407, 0.03150889649987221, -0.08244162052869797, 0.023160692304372787, 0.06244495511054993, -0.022713012993335724, -0.22507278621196747, -0.09207846969366074, -0.02080230973660946, -0.04752904176712036, 0.08517798036336899, 0.06754522770643234, 0.07032202184200287, 0.03754247725009918, -0.06567172706127167, -0.07574546337127686, 0.04569053649902344, 0.07358086109161377, 0.09554074704647064, -0.00415736623108387, 0.07891162484884262, -0.012550820596516132, 0.006796479690819979, 0.08635386824607849, -0.029703110456466675, 0.1584061086177826, 0.023151153698563576, 0.11680775880813599, 0.1193198710680008, 0.10274241119623184, -0.014693409204483032, -0.03905484080314636, 0.014820906333625317, 0.01935867965221405, 0.001007215934805572, -0.09903573989868164, -0.004305903799831867, 0.08244751393795013, 0.04299553856253624, 0.0009518364677205682, -0.017065586522221565, -0.002011815318837762, 0.06976597011089325, 0.2204131782054901, 0.051043715327978134, -0.17927531898021698, -0.047333862632513046, 0.04711291939020157, -0.06985149532556534, -0.0819273442029953, 0.006212003994733095, 0.022849010303616524, -0.1809767782688141, 0.10140592604875565, -0.01998157612979412, 0.1005462184548378, -0.0860401839017868, -0.0019526886753737926, 0.023782463744282722, 0.075832299888134, -0.017980528995394707, 0.08967560529708862, -0.13790692389011383, 0.16970303654670715, 0.02456243522465229, 0.034977320581674576, -0.056678276509046555, 0.054261740297079086, 0.01741238497197628, 0.05243018642067909, 0.15392227470874786, 0.0009382106945849955, -0.04228662699460983, -0.02523764781653881, -0.0672377496957779, -0.01272444985806942, 0.07068833708763123, -0.11600036174058914, 0.10553684830665588, -0.009804938919842243, -0.03221360221505165, -0.024199701845645905, -0.015719866380095482, -0.16361519694328308, -0.1797800213098526, 0.05236254259943962, -0.06811818480491638, 0.03523455932736397, -0.09205123782157898, -0.01483616791665554, -0.07069988548755646, 0.16177262365818024, -0.07426564395427704, -0.1010756641626358, -0.12121926248073578, 0.009134437888860703, 0.12486301362514496, -0.07954651117324829, 0.02952367439866066, -0.03021635301411152, 0.13970720767974854, -0.011341757141053677, -0.07155728340148926, 0.05134188383817673, -0.10705271363258362, -0.15707366168498993, -0.05218631401658058, 0.1564466804265976, 0.1145789846777916, 0.03456544503569603, 0.019372299313545227, -0.0068573420867323875, 0.02081579715013504, -0.10933957248926163, 0.0030954096000641584, 0.15215124189853668, 0.04132373631000519, 0.0056845154613256454, -0.04484455659985542, -0.12071846425533295, -0.11639542132616043, -0.02565830387175083, 0.05843554064631462, 0.23022207617759705, -0.07914602011442184, 0.16712859272956848, 0.1368711292743683, -0.09824094921350479, -0.17837247252464294, -0.03029458224773407, 0.08112598955631256, -0.025579359382390976, 0.09556077420711517, -0.1972465068101883, 0.08101452887058258, 0.020438196137547493, -0.038451142609119415, 0.0642005205154419, -0.2523563504219055, -0.12171358615159988, 0.07649411261081696, 0.014193586073815823, -0.16061881184577942, -0.15909117460250854, -0.10715658962726593, -0.03220394626259804, -0.14454415440559387, 0.08454041182994843, -0.02986074984073639, 0.021883677691221237, 0.0245328601449728, 0.04083799198269844, 0.04881521686911583, -0.0253311637789011, 0.18092425167560577, -0.013738785870373249, 0.009872950613498688, -0.099648617208004, -0.06128647178411484, 0.055463504046201706, -0.05893217772245407, 0.044970836490392685, -0.019680093973875046, 0.028145326301455498, -0.11431387066841125, -0.05289190635085106, -0.0956970602273941, 0.03466152772307396, -0.09841055423021317, -0.07539020478725433, -0.054992370307445526, 0.12256033718585968, 0.11967654526233673, -0.007951670326292515, -0.050516527146101, -0.10066862404346466, 0.0894734188914299, 0.23009368777275085, 0.16730666160583496, 0.04392465949058533, -0.08779721707105637, -0.022386401891708374, -0.0027578978333622217, 0.0318739227950573, -0.1536477506160736, 0.03234802931547165, 0.06512603163719177, 0.022864071652293205, 0.1376984715461731, -0.034010764211416245, -0.1621769666671753, -0.029274433851242065, 0.0813620463013649, -0.08410261571407318, -0.21627606451511383, -0.0333266481757164, 0.08981479704380035, -0.16620443761348724, -0.07197500020265579, 0.09422411769628525, 0.006371856201440096, -0.02936665713787079, 0.006818571127951145, 0.06438146531581879, -0.008060119114816189, 0.09584919363260269, 0.03382401913404465, 0.08540592342615128, -0.08469364047050476, 0.0488726831972599, 0.11328013241291046, -0.02861570008099079, 0.02703041583299637, 0.11985855549573898, -0.06874922662973404, -0.04934209585189819, -0.02361481636762619, 0.08766169846057892, -0.011334186419844627, -0.04613800346851349, 0.002284857677295804, -0.09367204457521439, 0.025298334658145905, 0.10515828430652618, 0.026848703622817993, -0.04236716777086258, 0.06270276755094528, -0.0005821245140396059, -0.06005113199353218, 0.12326601147651672, 0.0446711890399456, 0.004579584114253521, -0.0689471960067749, 0.02168436348438263, 0.000024497263439116068, 0.01084762904793024, -0.0003038719587493688, -0.055571068078279495, -0.11691990494728088, 0.004191960673779249, -0.1538362354040146, 0.016615578904747963, -0.1074751764535904, 0.017277192324399948, 0.013590832240879536, -0.011121810413897038, -0.020255977287888527, -0.005911748390644789, -0.08949887007474899, -0.06318604201078415, -0.012598388828337193, 0.11610571295022964, -0.13431106507778168, -0.009067310951650143, 0.04986250400543213, -0.08110958337783813, 0.07343719154596329, -0.006689747795462608, 0.013640297576785088, 0.03711844980716705, -0.11169461905956268, 0.021959476172924042, -0.038966961205005646, 0.028384460136294365, 0.04876669496297836, -0.16319586336612701, -0.009440680965781212, -0.056614771485328674, -0.0721636638045311, 0.010697545483708382, -0.06825706362724304, -0.12526093423366547, 0.06598082184791565, 0.03706942871212959, -0.0639280378818512, -0.035804975777864456, 0.026384122669696808, 0.013248436152935028, -0.030827458947896957, 0.1218709796667099, -0.06125836446881294, 0.07483095675706863, -0.17298248410224915, -0.0452195480465889, -0.004132268019020557, 0.03932804614305496, 0.03673892468214035, -0.03033320978283882, 0.056831829249858856, -0.030920902267098427, 0.13329847157001495, 0.025067932903766632, 0.05375383421778679, 0.04823444411158562, -0.0598619319498539, 0.03622114658355713, 0.03927890211343765, 0.06369723379611969, 0.024340329691767693, 0.017930513247847557, 0.011986786499619484, -0.014339808374643326, -0.033507127314805984, -0.0867772027850151, 0.0964774563908577, 0.15760046243667603, 0.05296016484498978, -0.03020491451025009, 0.08273284137248993, -0.07558406889438629, -0.06399855017662048, 0.13434812426567078, -0.051164280623197556, 0.058497410267591476, -0.057020463049411774, 0.03563854843378067, 0.14155995845794678, -0.1723264753818512, 0.08565907180309296, -0.061319656670093536, -0.04826033115386963, -0.12850454449653625, -0.20470967888832092, -0.06255646795034409, -0.07795345038175583, -0.00010832690168172121, -0.0955592468380928, 0.05695754662156105, 0.0383988693356514, 0.011848949827253819, -0.010302274487912655, 0.07347637414932251, -0.042201507836580276, -0.05135273188352585, 0.050666917115449905, 0.04019223898649216, 0.0013667044695466757, -0.05998575687408447, 0.04839580878615379, -0.005839671473950148, 0.024559739977121353, 0.004887525457888842, 0.024478323757648468, -0.028101960197091103, 0.021202942356467247, -0.03163941577076912, -0.08498314768075943, 0.03544505313038826, -0.011560691520571709, -0.019064653664827347, 0.12359635531902313, 0.04368861764669418, -0.02579635940492153, -0.020165877416729927, 0.21711231768131256, -0.04376797750592232, -0.12360077351331711, -0.17782147228717804, 0.1635228842496872, -0.05472413823008537, 0.027960291132330894, 0.03003804013133049, -0.1051141694188118, 0.010496508330106735, 0.2323732227087021, 0.17763866484165192, -0.023943768814206123, 0.02120753563940525, -0.015725696459412575, 0.011240602470934391, -0.02264266274869442, 0.05396874621510506, 0.04892820119857788, 0.17957305908203125, -0.05840924009680748, 0.06945568323135376, -0.028355775400996208, -0.06220683455467224, -0.07892423123121262, 0.08002551645040512, 0.041299834847450256, 0.02344716154038906, -0.028232472017407417, 0.15421345829963684, -0.08201683312654495, -0.20881615579128265, 0.03488845378160477, -0.08732430636882782, -0.14443816244602203, -0.07155569642782211, -0.001019221730530262, 0.025570889934897423, 0.05895981565117836, 0.012378895655274391, -0.06990641355514526, 0.18878652155399323, 0.03197657689452171, -0.05725245177745819, -0.09728721529245377, 0.11370807141065598, -0.04792998731136322, 0.2587510049343109, -0.0022117379121482372, 0.025029078125953674, 0.11436713486909866, -0.045604996383190155, -0.10815443843603134, 0.04050517827272415, 0.10855481028556824, -0.08817480504512787, 0.04310702905058861, 0.13380533456802368, -0.0034001339226961136, 0.14562511444091797, 0.06927647441625595, -0.0747365728020668, 0.044652726501226425, -0.03247824311256409, -0.0029525260906666517, -0.1000867635011673, 0.12744179368019104, -0.09186046570539474, 0.1520022749900818, 0.17376382648944855, -0.06054146587848663, 0.0007290306384675205, -0.03191779926419258, 0.0687313973903656, 0.0038747366052120924, 0.05916455015540123, -0.049232788383960724, -0.15481328964233398, 0.014312438666820526, -0.005688081495463848, 0.08322381973266602, -0.22047577798366547, -0.06569661945104599, 0.05429758504033089, -0.0052590505219995975, -0.02523418329656124, 0.14142970740795135, 0.08116734027862549, 0.020184673368930817, -0.035074632614851, -0.062102917581796646, -0.019642865285277367, 0.13857179880142212, -0.10421639680862427, -0.016603995114564896 ]

[ "transformers", "pytorch", "llama", "text-generation", "conversational", "license:cc-by-nc-2.0", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "region:us" ]

[]

[]

[ "### AGIEval\n\n\n\nAverage: 46.9%", "### GPT4All\n\n\n\nAverage: 74.99%", "### TruthfulQA\n\n\n\nAverage: 70.64%", "### Bigbench\n\n\n\nAverage: 43.74%\n\n\nAverage score: 59.07%\n\n\nElapsed time: 02:33:24" ]

[ "TAGS\n#transformers #pytorch #llama #text-generation #conversational #license-cc-by-nc-2.0 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n", "### AGIEval\n\n\n\nAverage: 46.9%", "### GPT4All\n\n\n\nAverage: 74.99%", "### TruthfulQA\n\n\n\nAverage: 70.64%", "### Bigbench\n\n\n\nAverage: 43.74%\n\n\nAverage score: 59.07%\n\n\nElapsed time: 02:33:24" ]

[ 61, 11, 12, 11, 27 ]

[ "passage: TAGS\n#transformers #pytorch #llama #text-generation #conversational #license-cc-by-nc-2.0 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n### AGIEval\n\n\n\nAverage: 46.9%### GPT4All\n\n\n\nAverage: 74.99%### TruthfulQA\n\n\n\nAverage: 70.64%### Bigbench\n\n\n\nAverage: 43.74%\n\n\nAverage score: 59.07%\n\n\nElapsed time: 02:33:24" ]

[ -0.12112534046173096, 0.027120176702737808, -0.004157789517194033, 0.03918173536658287, 0.03949553146958351, -0.026293382048606873, 0.03836117312312126, 0.07690219581127167, -0.00732609024271369, 0.058752238750457764, 0.16404695808887482, 0.08151450753211975, 0.06048041954636574, 0.09582801163196564, -0.14361009001731873, -0.0984533354640007, -0.02882496453821659, 0.0662275180220604, 0.05983753874897957, 0.1237105131149292, 0.09834612160921097, -0.06184278428554535, 0.04154377430677414, -0.024659769609570503, -0.09707760065793991, 0.014480727724730968, 0.0804375559091568, -0.13211072981357574, 0.1449100524187088, 0.10707806795835495, -0.03261486813426018, 0.046924956142902374, -0.07316440343856812, -0.05811125412583351, 0.030958477407693863, -0.03769552335143089, -0.020171234384179115, 0.053538303822278976, 0.0055020214058458805, 0.08077602088451385, 0.13214242458343506, 0.0208351481705904, -0.05531926825642586, 0.11201000958681107, -0.13404226303100586, -0.06101057305932045, -0.04411018267273903, 0.07354673743247986, 0.02598467655479908, 0.07411468029022217, -0.042316973209381104, 0.12695425748825073, -0.13412627577781677, 0.061151497066020966, 0.12249378859996796, -0.2959338128566742, -0.03223257511854172, 0.12748201191425323, -0.0310590248554945, -0.00496929045766592, -0.1321471780538559, 0.06034944951534271, 0.08673515170812607, 0.016368485987186432, 0.005320644937455654, 0.013314229436218739, 0.07522178441286087, 0.061067644506692886, -0.021257907152175903, -0.0681089386343956, 0.2718457877635956, 0.07176132500171661, -0.07486400008201599, -0.11763090640306473, -0.06164757162332535, -0.06421888619661331, -0.029977397993206978, -0.0037247100844979286, -0.010745828971266747, 0.022716933861374855, -0.09153363108634949, 0.05333997309207916, -0.14399462938308716, -0.03662456199526787, -0.17046263813972473, 0.04810464754700661, 0.006357779260724783, 0.030100610107183456, -0.02571987919509411, 0.062070004642009735, -0.06578735262155533, -0.1409829705953598, -0.11348401755094528, -0.024076977744698524, 0.06283456087112427, 0.0035478391218930483, -0.03339557722210884, 0.07988370209932327, 0.033928871154785156, 0.12800103425979614, -0.014541732147336006, -0.03623850643634796, 0.008893115445971489, 0.049935780465602875, -0.02065543830394745, 0.12975572049617767, 0.03352012857794762, -0.08266805112361908, 0.08521153032779694, -0.040810078382492065, 0.11473601311445236, 0.025362253189086914, -0.06615222990512848, -0.05794869363307953, 0.06445631384849548, 0.052754439413547516, -0.06602238118648529, -0.00505354767665267, -0.03062659688293934, 0.015567285008728504, 0.061901070177555084, -0.05015996843576431, -0.060450825840234756, 0.014370483346283436, -0.09492744505405426, 0.20159049332141876, -0.036802954971790314, -0.018393047153949738, -0.034937918186187744, -0.04283135011792183, -0.04228148236870766, -0.0689501240849495, -0.018160667270421982, -0.03156808763742447, 0.08801675587892532, -0.00846079271286726, 0.015109363943338394, -0.12472262978553772, -0.14416368305683136, -0.036552201956510544, -0.04073350131511688, -0.08978134393692017, -0.14895232021808624, -0.05240463465452194, -0.051377858966588974, 0.0743039920926094, -0.07956665754318237, 0.06284136325120926, -0.05372976139187813, 0.14607903361320496, 0.07875026017427444, 0.09710050374269485, -0.04771788790822029, 0.021275941282510757, -0.06444864720106125, -0.04427580535411835, -0.016800541430711746, 0.03264136612415314, 0.07660175859928131, 0.04536944627761841, -0.07494617253541946, -0.08462422341108322, -0.057429004460573196, 0.012708782218396664, 0.03844263032078743, 0.2086126059293747, -0.02335609309375286, -0.09787137806415558, 0.22085173428058624, 0.03889962658286095, -0.1602274775505066, 0.2196715623140335, 0.009898518212139606, 0.10566654801368713, 0.20569536089897156, 0.03482035547494888, -0.08935939520597458, -0.09952398389577866, -0.05224071815609932, 0.0471431165933609, 0.03519111126661301, -0.1569548398256302, 0.07902538776397705, 0.05184900760650635, -0.005399748217314482, 0.09384359419345856, 0.0525188185274601, 0.08670277893543243, -0.04486002400517464, -0.04027634859085083, -0.03452865034341812, -0.057516008615493774, -0.09004709869623184, 0.031037429347634315, 0.08984313905239105, -0.14166635274887085, -0.07354176044464111, -0.13907921314239502, 0.05564311146736145, -0.01350023876875639, 0.013990500010550022, -0.07877383381128311, 0.1388910412788391, -0.06490929424762726, 0.016717152670025826, -0.013018768280744553, 0.06330855190753937, -0.05564751848578453, 0.13638268411159515, 0.029373958706855774, 0.08525117486715317, 0.06432224810123444, -0.0298391692340374, -0.05998029187321663, 0.004743486177176237, 0.09423316270112991, -0.10064221918582916, -0.07334829121828079, -0.05670565366744995, 0.1323806494474411, 0.004553834442049265, 0.10173075646162033, -0.11119332909584045, 0.008509557694196701, 0.00813367124646902, 0.035883527249097824, -0.01796228252351284, 0.02950977347791195, 0.0024103682953864336, -0.04086197912693024, -0.07673795521259308, 0.03874257579445839, 0.07666602730751038, 0.03288735821843147, -0.07890723645687103, 0.20782257616519928, -0.07059824466705322, 0.1854337453842163, 0.14934107661247253, -0.13859796524047852, 0.019796626642346382, -0.027386661618947983, 0.015897613018751144, 0.028096824884414673, -0.023029960691928864, -0.05698532611131668, 0.18246296048164368, 0.02425025962293148, 0.16050080955028534, -0.12992896139621735, -0.054194334894418716, 0.02205318957567215, 0.0047708535566926, 0.01189401000738144, 0.18276776373386383, 0.06570494174957275, -0.23236466944217682, 0.11709768325090408, 0.196272611618042, 0.06024298444390297, 0.1389627605676651, -0.01840929500758648, -0.0716923400759697, -0.0010672386270016432, 0.029879357665777206, -0.0660061314702034, 0.024923069402575493, -0.15711939334869385, 0.007820666767656803, 0.053391873836517334, 0.019430000334978104, 0.002093809423968196, -0.119986392557621, -0.05765238031744957, 0.015279149636626244, -0.07253839820623398, -0.03852085769176483, 0.09662021696567535, -0.010974298231303692, 0.16785858571529388, 0.04124182462692261, -0.07586132735013962, 0.04184657335281372, -0.003388281911611557, -0.07177209109067917, 0.1483692228794098, 0.06768286228179932, -0.22516174614429474, -0.10973603278398514, -0.07530771195888519, -0.07569041848182678, 0.02534443326294422, 0.055924881249666214, -0.10814105719327927, -0.04767641797661781, -0.034783005714416504, 0.07035866379737854, -0.012809090316295624, 0.04854094982147217, 0.02954994887113571, 0.013903627172112465, -0.035350438207387924, -0.08424817770719528, -0.04965544492006302, -0.03305209428071976, -0.12686583399772644, 0.10848826915025711, -0.11823153495788574, 0.07698668539524078, 0.1252928227186203, 0.05796158313751221, 0.004948613699525595, -0.03462305665016174, 0.11558641493320465, -0.09213278442621231, -0.02663659118115902, 0.18375691771507263, 0.10098320245742798, -0.0003393188235349953, 0.0986371859908104, 0.008589166216552258, -0.07884859293699265, 0.017727898433804512, -0.004388993140310049, -0.04350288584828377, -0.22365808486938477, -0.055463310331106186, -0.07315055280923843, 0.05591384693980217, 0.02521199733018875, 0.05078703165054321, 0.027746593579649925, 0.0216642115265131, -0.08020957559347153, -0.030072184279561043, -0.006706887856125832, 0.04476821422576904, 0.24943016469478607, -0.039149753749370575, 0.14312990009784698, -0.06646635383367538, -0.06275564432144165, 0.11620932072401047, -0.04566595330834389, -0.0030450010672211647, -0.03124946355819702, 0.11623061448335648, -0.04454642906785011, 0.03550127148628235, 0.03262675553560257, 0.053029343485832214, -0.029482288286089897, -0.08880786597728729, -0.04667741805315018, -0.0032510452438145876, -0.03142938017845154, 0.068632572889328, 0.003606897545978427, -0.01425980869680643, -0.10128489136695862, -0.09327226132154465, 0.08844733983278275, 0.11197222024202347, 0.2215384840965271, -0.19086004793643951, -0.13227806985378265, 0.06080939993262291, -0.08260861784219742, -0.08036048710346222, 0.08272118121385574, -0.03729548677802086, -0.07090051472187042, 0.05836983025074005, 0.0728939026594162, 0.12347330898046494, 0.011079257354140282, 0.0011449774028733373, -0.1327281892299652, -0.025561651214957237, 0.008290620520710945, 0.08531219512224197, -0.30630403757095337, 0.17438417673110962, 0.020307930186390877, 0.04888303205370903, -0.10140950232744217, -0.07386523485183716, 0.02029665932059288, -0.029133513569831848, 0.07055272161960602, -0.027377787977457047, 0.04444500803947449, -0.08952310681343079, -0.10098446160554886, 0.07284873723983765, -0.010555156506597996, 0.022998133674263954, 0.04095222428441048, 0.009447314776480198, 0.05584244430065155, 0.036240942776203156, -0.04460052773356438, 0.016288194805383682, -0.0027403428684920073, -0.02023153193295002, 0.1130485087633133, 0.059989508241415024, -0.0010064969537779689, -0.08784764260053635, -0.23147648572921753, 0.19723616540431976, -0.09199735522270203, -0.054609984159469604, -0.042940765619277954, 0.06469964236021042, -0.03801784664392471, -0.08013781160116196, -0.013362647034227848, -0.057270605117082596, 0.023577580228447914, 0.03199046105146408, -0.0928511992096901, 0.08332516998052597, -0.00235426495783031, -0.10370475798845291, -0.0015987171791493893, 0.23061493039131165, -0.06453631073236465, 0.09440479427576065, 0.010463031940162182, 0.0361563041806221, -0.07554973661899567, -0.09411603212356567, 0.02208223193883896, -0.027480484917759895, 0.024389682337641716, 0.023585451766848564, 0.0072666676715016365, 0.015580860897898674, -0.00914626382291317, -0.13050447404384613, 0.3130572438240051, 0.2972870171070099, -0.04560229554772377, 0.08827530592679977, 0.13248564302921295, 0.0007515549659729004, -0.29227524995803833, -0.08344303071498871, -0.08641740679740906, 0.07939044386148453, -0.13585247099399567, -0.06992822140455246, 0.04986556991934776, 0.04686709865927696, -0.047546274960041046, 0.09246877580881119, -0.2255227118730545, -0.09391772001981735, 0.1281670331954956, -0.07488338649272919, 0.4016229808330536, -0.1311279833316803, -0.020942114293575287, -0.047785066068172455, -0.12330146878957748, 0.07242627441883087, -0.017458586022257805, 0.12459415197372437, -0.10051357001066208, 0.1732039600610733, 0.033368296921253204, -0.05039682984352112, 0.08051783591508865, -0.12807129323482513, -0.02992536686360836, -0.10201071947813034, 0.05903426185250282, 0.010378965176641941, 0.013170083984732628, 0.11618218570947647, -0.1733107566833496, 0.03658466413617134, -0.09548783302307129, -0.07501933723688126, -0.09856639802455902, 0.020755991339683533, 0.006664804182946682, -0.01670459471642971, -0.13585598766803741, -0.009819801896810532, -0.007443441543728113, -0.02489342726767063, 0.10400869697332382, -0.06949375569820404, 0.09267447143793106, 0.07663328945636749, 0.10257910937070847, -0.19545356929302216, -0.018421528860926628, -0.030370477586984634, -0.07607664167881012, 0.062403175979852676, -0.21649937331676483, 0.04019603505730629, 0.15891942381858826, 0.02105403132736683, 0.10119782388210297, 0.034526702016592026, -0.05882494896650314, 0.07281075417995453, 0.06573611497879028, -0.16443181037902832, -0.06977984309196472, -0.0566793829202652, -0.0010891305282711983, -0.045842792838811874, 0.008835806511342525, 0.1521211415529251, -0.028010817244648933, 0.028102559968829155, 0.01922626420855522, 0.07732190191745758, -0.007139247376471758, 0.16532310843467712, 0.03542087972164154, -0.02812332659959793, -0.10471297055482864, 0.045695431530475616, -0.01833275333046913, -0.11941047012805939, 0.00793543178588152, 0.06856691837310791, -0.050465457141399384, -0.06437520682811737, 0.05364164337515831, 0.00657254783436656, -0.15556079149246216, -0.04243388772010803, -0.1071392148733139, -0.17189888656139374, 0.12069681286811829, 0.08429653197526932, 0.0853704959154129, 0.05163203179836273, -0.020946793258190155, -0.07250836491584778, 0.026605995371937752, 0.056216564029455185, 0.014393573626875877, -0.03266344219446182, -0.0471838116645813, 0.09201949834823608, -0.02393255941569805, 0.06844885647296906, -0.05939757078886032, -0.04415259137749672, -0.08329945057630539, 0.07185757905244827, -0.1853007674217224, -0.01686790958046913, -0.004801807459443808, 0.0031542517244815826, -0.05602669343352318, -0.022549541667103767, -0.09808025509119034, -0.009318978525698185, -0.08598069101572037, 0.028621351346373558, 0.0024412176571786404, 0.05219532176852226, -0.07261951267719269, -0.01857677474617958, 0.07153838872909546, -0.04606539011001587, 0.10762941092252731, 0.04826551303267479, -0.030432939529418945, 0.05030784755945206, -0.09320704638957977, 0.0393855981528759, 0.10658665746450424, 0.021685969084501266, -0.02727496437728405, -0.06877122819423676, 0.06717877089977264, 0.10616384446620941, 0.030697498470544815, 0.07519982755184174, 0.014757701195776463, -0.037735022604465485, -0.06095525994896889, -0.058316003531217575, -0.06513826549053192, -0.06248223036527634, -0.020619111135601997, -0.011378956958651543, 0.1029004156589508, 0.15961529314517975, -0.05667746812105179, -0.031399331986904144, -0.18194207549095154, 0.049270886927843094, -0.028590910136699677, -0.13807345926761627, -0.10976885259151459, -0.04008155316114426, 0.053679537028074265, -0.007470843382179737, 0.17696410417556763, -0.07847342640161514, -0.07478328049182892, 0.06820885092020035, 0.0840621143579483, 0.034769363701343536, -0.057570528239011765, 0.2648972272872925, 0.08847034722566605, 0.0008606152259744704, -0.08941823989152908, 0.05699741095304489, 0.09164316952228546, 0.06162150576710701, 0.12631916999816895, 0.08834967017173767, 0.0637269839644432, 0.10508772730827332, -0.054033927619457245, -0.04173528775572777, 0.024469997733831406, -0.06128178909420967, -0.08657722920179367, 0.03299578279256821, -0.018846750259399414, 0.1913859099149704, 0.1807495504617691, -0.12243284285068512, -0.04592473804950714, -0.1415303498506546, -0.010832379572093487, -0.158536896109581, -0.038152065128088, -0.11930346488952637, -0.08996047079563141, 0.0503728874027729, -0.07097217440605164, 0.0675739198923111, -0.008692431263625622, 0.09300124645233154, -0.07659515738487244, 0.001934357569552958, -0.00008357097976841033, -0.12417998909950256, 0.1723918616771698, -0.03739992529153824, -0.004203886725008488, -0.07332196086645126, 0.04126235470175743, -0.02873126231133938, 0.0013046172680333257, 0.03581849858164787, 0.06875662505626678, 0.009785146452486515, -0.01871635764837265, -0.12542006373405457, -0.05294989049434662, -0.06565304100513458, 0.08556734770536423, 0.0773666724562645, 0.14984998106956482, -0.005077282432466745, 0.029982691630721092, 0.05566691234707832, 0.11415839940309525, -0.06211558356881142, -0.03883546590805054, -0.05441340059041977, 0.19387343525886536, -0.027744879946112633, -0.006469820626080036, 0.009255610406398773, -0.013930807821452618, 0.021928416565060616, 0.2569533884525299, 0.1594407558441162, -0.08375029265880585, -0.014311823062598705, -0.07948006689548492, 0.01464764028787613, 0.053514644503593445, 0.048298079520463943, 0.06497755646705627, 0.2743411064147949, -0.11418966948986053, -0.00695028156042099, 0.0003534562711138278, 0.01113226916640997, 0.0305755827575922, 0.1660337597131729, -0.04225561395287514, -0.024182893335819244, -0.09035756438970566, 0.03370775654911995, -0.08852212131023407, 0.05272199586033821, -0.04926978051662445, -0.16918298602104187, -0.09287656098604202, 0.017889976501464844, 0.03384288027882576, 0.033360712230205536, 0.03264802694320679, -0.04160517826676369, 0.03018585965037346, -0.015736345201730728, -0.0422973707318306, -0.1635516881942749, -0.08071450144052505, 0.10876641422510147, 0.1268155872821808, 0.03410709276795387, 0.032998017966747284, 0.16314315795898438, 0.11077849566936493, 0.01650376245379448, -0.07979822903871536, 0.0779995322227478, 0.031167274340987206, -0.06287962198257446, 0.06366921216249466, 0.03579540550708771, 0.014703883789479733, -0.026541534811258316, 0.12749864161014557, -0.00019193471234757453, 0.017620021477341652, -0.08788607269525528, -0.04617162421345711, -0.12927445769309998, 0.07719883322715759, -0.04427910968661308, 0.06297895312309265, 0.06439892202615738, -0.07729224115610123, -0.04056451842188835, -0.07180387526750565, 0.026163911446928978, -0.000348336820024997, -0.11974513530731201, 0.045196812599897385, -0.19295065104961395, 0.0366690531373024, 0.10900314897298813, 0.008808990009129047, -0.2913731038570404, -0.043921396136283875, -0.023319002240896225, 0.013813728466629982, -0.07622714340686798, 0.1254432499408722, 0.08130157738924026, 0.02637643925845623, 0.008529366925358772, -0.019438384100794792, -0.01839202083647251, 0.02524489350616932, -0.05444484204053879, -0.11276174336671829 ]

[ "tensorboard", "safetensors", "generated_from_trainer", "base_model:FacebookAI/xlm-roberta-base", "license:mit", "region:us" ]

[]

[]

[ "### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 1e-05\n* train\\_batch\\_size: 4\n* eval\\_batch\\_size: 4\n* seed: 42\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: linear\n* num\\_epochs: 10", "### Training results", "### Framework versions\n\n\n* Transformers 4.35.2\n* Pytorch 2.1.0+cu121\n* Datasets 2.17.0\n* Tokenizers 0.15.1" ]

[ "TAGS\n#tensorboard #safetensors #generated_from_trainer #base_model-FacebookAI/xlm-roberta-base #license-mit #region-us \n", "### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 1e-05\n* train\\_batch\\_size: 4\n* eval\\_batch\\_size: 4\n* seed: 42\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: linear\n* num\\_epochs: 10", "### Training results", "### Framework versions\n\n\n* Transformers 4.35.2\n* Pytorch 2.1.0+cu121\n* Datasets 2.17.0\n* Tokenizers 0.15.1" ]

[ 42, 98, 4, 33 ]

[ "passage: TAGS\n#tensorboard #safetensors #generated_from_trainer #base_model-FacebookAI/xlm-roberta-base #license-mit #region-us \n### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 1e-05\n* train\\_batch\\_size: 4\n* eval\\_batch\\_size: 4\n* seed: 42\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: linear\n* num\\_epochs: 10### Training results### Framework versions\n\n\n* Transformers 4.35.2\n* Pytorch 2.1.0+cu121\n* Datasets 2.17.0\n* Tokenizers 0.15.1" ]

[ -0.11259708553552628, -0.01898552104830742, -0.0006095468415878713, 0.08973914384841919, 0.18121123313903809, 0.01826511137187481, 0.14703704416751862, 0.0655873715877533, -0.06862477213144302, 0.04321526736021042, 0.09761762619018555, 0.1207261011004448, 0.007746541872620583, 0.11893454939126968, -0.06529545783996582, -0.19437764585018158, -0.011884784325957298, 0.017046121880412102, -0.07478564977645874, 0.1103050485253334, 0.07802832126617432, -0.15907421708106995, 0.07759921997785568, -0.019276883453130722, -0.2595864534378052, 0.05379501357674599, 0.05265045538544655, -0.05529586598277092, 0.14301279187202454, -0.0013900898629799485, 0.16967026889324188, 0.010853143408894539, 0.1187710240483284, -0.1587214171886444, 0.021701717749238014, 0.08245467394590378, -0.009772947058081627, 0.06633258610963821, 0.06261363625526428, -0.00676888320595026, 0.0978541150689125, -0.11147752404212952, 0.06756946444511414, 0.02225472591817379, -0.14124122262001038, -0.2477320283651352, -0.08697235584259033, 0.006069030612707138, 0.0778738409280777, 0.08631899952888489, -0.022018445655703545, 0.17192478477954865, -0.08068309724330902, 0.08631183207035065, 0.25147154927253723, -0.27053210139274597, -0.08917603641748428, 0.07269994914531708, 0.02341652475297451, 0.10566814988851547, -0.11594095826148987, 0.00347716873511672, 0.09554183483123779, 0.04735241085290909, 0.11627437174320221, -0.03126991167664528, -0.1094212755560875, 0.018866989761590958, -0.14610692858695984, 0.03251495212316513, 0.07208596169948578, 0.040710728615522385, -0.03921585902571678, 0.008610663935542107, -0.05780353397130966, -0.10457544773817062, -0.05622367188334465, -0.04961846023797989, 0.05853738635778427, -0.05853460729122162, -0.10197456926107407, -0.004676708485931158, -0.1141708642244339, -0.09247588366270065, -0.041637077927589417, 0.1954275518655777, 0.040333908051252365, 0.03190615400671959, -0.054421015083789825, 0.10207562148571014, -0.052516911178827286, -0.13687452673912048, 0.0541318878531456, 0.028939086943864822, -0.017231784760951996, -0.06613238900899887, -0.056940000504255295, -0.09524298459291458, 0.029147673398256302, 0.09723573923110962, -0.10987492650747299, 0.04745560139417648, 0.024510236456990242, 0.044933296740055084, -0.10352080315351486, 0.14452116191387177, -0.04270549491047859, -0.006698004901409149, 0.013570011593401432, 0.07283800840377808, 0.007195394020527601, 0.00020743506320286542, -0.07561106234788895, 0.03882402926683426, 0.08814246207475662, 0.004229961894452572, -0.08548735082149506, 0.033311329782009125, -0.03608394414186478, 0.01954082027077675, -0.020028915256261826, -0.0965811237692833, 0.05021188035607338, 0.013055264949798584, -0.07506871968507767, -0.03609649837017059, 0.009522381238639355, 0.024268200621008873, 0.037947576493024826, 0.12325393408536911, -0.08944130688905716, 0.05279291048645973, -0.11179008334875107, -0.11220265924930573, -0.007446708157658577, -0.027134232223033905, 0.0176521148532629, -0.10111977159976959, -0.14802172780036926, -0.024397917091846466, 0.0531545989215374, -0.02601715177297592, 0.021882222965359688, -0.033421773463487625, -0.09373100101947784, -0.006937108002603054, -0.01707184500992298, 0.14101789891719818, -0.05933159589767456, 0.09843748807907104, 0.06301753968000412, 0.0625171884894371, -0.0800403505563736, 0.023699136450886726, -0.09546037018299103, 0.00564234796911478, -0.2675277292728424, -0.003921442665159702, -0.08001302182674408, 0.07334313541650772, -0.04930417984724045, -0.08092443645000458, -0.00253263465128839, 0.015743987634778023, 0.10399757325649261, 0.08167079091072083, -0.2173401117324829, -0.07955918461084366, 0.14323574304580688, -0.10637515783309937, -0.11785901337862015, 0.10249387472867966, -0.057065680623054504, 0.06547077745199203, 0.08771023899316788, 0.19057990610599518, 0.004590985830873251, -0.14815561473369598, -0.0034172022715210915, -0.04319017007946968, 0.036731746047735214, -0.05781440809369087, 0.021994948387145996, 0.0070839873515069485, -0.0071762967854738235, 0.018757207319140434, -0.04081796854734421, 0.04206398129463196, -0.12606780230998993, -0.07466991990804672, -0.055314525961875916, -0.10716156661510468, 0.020079856738448143, 0.07361621409654617, 0.0602550245821476, -0.13140183687210083, -0.05916454270482063, 0.10877898335456848, 0.063811294734478, -0.05158628523349762, 0.005173268262296915, -0.044653210788965225, 0.0751977190375328, -0.05760454013943672, -0.04620179161429405, -0.15932133793830872, -0.0777272954583168, 0.00048116419930011034, 0.012391224503517151, 0.03065900132060051, 0.0071476539596915245, 0.08700090646743774, 0.08815715461969376, -0.06292685121297836, -0.015658119693398476, -0.06646809726953506, 0.007372676860541105, -0.12377765774726868, -0.23003536462783813, -0.005519989877939224, -0.02265693061053753, 0.08014734834432602, -0.23450618982315063, 0.03492140769958496, -0.029865747317671776, 0.09497097879648209, 0.022916356101632118, -0.010740217752754688, -0.06825301796197891, 0.08995585888624191, 0.015217190608382225, -0.05631572753190994, 0.03640100359916687, -0.020215336233377457, -0.056842900812625885, -0.07526245713233948, -0.10565155744552612, 0.20330950617790222, 0.14937619864940643, -0.1252031773328781, -0.09752558916807175, 0.02867153286933899, -0.06502433121204376, -0.013447141274809837, -0.07476804405450821, 0.04042760655283928, 0.1664106696844101, -0.010773894377052784, 0.11340725421905518, -0.08277744799852371, -0.028769828379154205, 0.01362289022654295, -0.0501248836517334, 0.060826223343610764, 0.08891592919826508, 0.1497212052345276, -0.07756804674863815, 0.11415332555770874, 0.1591331660747528, -0.09610307216644287, 0.12295497953891754, -0.0512724407017231, -0.06517964601516724, -0.019214261323213577, -0.0036068852059543133, -0.012874865904450417, 0.19277361035346985, -0.05693834275007248, 0.0137912817299366, -0.024424688890576363, 0.0058316332288086414, 0.035746019333601, -0.24625001847743988, -0.06383910775184631, -0.0019067339599132538, -0.03350671008229256, -0.017236297950148582, -0.02700827457010746, 0.028700202703475952, 0.11819137632846832, -0.04150046780705452, -0.06779056787490845, 0.0015584705397486687, 0.0015731377061456442, -0.0805528536438942, 0.22075901925563812, -0.061817802488803864, -0.05843346193432808, -0.0675593689084053, -0.006263634189963341, -0.03201282396912575, -0.013714069500565529, 0.04770912230014801, -0.13391439616680145, -0.029110396280884743, -0.06595412641763687, 0.03455550596117973, 0.07138748466968536, 0.04266606643795967, 0.019072866067290306, 0.002180233597755432, 0.09142028540372849, -0.12544704973697662, -0.0010586389107629657, -0.09368918836116791, -0.07865267992019653, 0.03883929178118706, 0.0960184782743454, 0.11477083712816238, 0.13790959119796753, -0.038629528135061264, -0.0034003860782831907, -0.026059819385409355, 0.2559417486190796, -0.07757104933261871, -0.03504205122590065, 0.10362061113119125, -0.004064979963004589, 0.044138919562101364, 0.11023224890232086, 0.09827668219804764, -0.12477217614650726, 0.008523768745362759, 0.054342854768037796, -0.031061934307217598, -0.21342210471630096, -0.024831054732203484, -0.010548646561801434, -0.06181243807077408, 0.04657492786645889, 0.030853457748889923, 0.00896749272942543, 0.05788971483707428, 0.05172353237867355, 0.05605548620223999, -0.048467934131622314, 0.03570626303553581, 0.011418386362493038, 0.044888682663440704, 0.11146248877048492, -0.04995620995759964, -0.06651140749454498, 0.0254535935819149, -0.05134742707014084, 0.23725765943527222, 0.004082872997969389, 0.009102603420615196, 0.09140536934137344, 0.17763403058052063, -0.015035870485007763, 0.06819267570972443, -0.0059375641867518425, -0.09118713438510895, 0.013630458153784275, -0.058339767158031464, 0.029569469392299652, 0.018622146919369698, -0.11910732835531235, 0.071775421500206, -0.11263446509838104, -0.0008179496508091688, 0.0799490362405777, 0.19002705812454224, 0.02368396334350109, -0.30589959025382996, -0.05009648948907852, -0.0054870229214429855, -0.004729122389107943, -0.0030404352582991123, 0.008443356491625309, 0.15883596241474152, -0.027447814121842384, 0.03578702360391617, -0.05812937021255493, 0.07087596505880356, 0.04276576638221741, 0.04284730926156044, 0.06193455681204796, 0.14671163260936737, -0.02609104849398136, 0.033180512487888336, -0.2738705277442932, 0.2927302420139313, 0.026685820892453194, 0.1357060968875885, -0.035283394157886505, -0.024142112582921982, 0.028749383985996246, 0.03852713480591774, 0.030653513967990875, -0.027949977666139603, -0.07178311794996262, -0.20853310823440552, -0.034670427441596985, 0.06697677075862885, 0.12987852096557617, 0.01320461556315422, 0.09435943514108658, 0.007772244047373533, 0.012894473038613796, 0.09534815698862076, -0.05649521201848984, -0.16657109558582306, -0.028663257136940956, -0.07125210762023926, 0.019425133243203163, -0.0870569571852684, -0.08492253720760345, -0.10628212243318558, -0.13651922345161438, 0.09837925434112549, 0.03435442969202995, -0.0044050393626093864, -0.11100754141807556, 0.1119624525308609, 0.07193076610565186, -0.05700342729687691, 0.03759061545133591, 0.04798801243305206, 0.04202874377369881, 0.021882152184844017, -0.06265740096569061, 0.11175715923309326, -0.06994225084781647, -0.15569235384464264, -0.0592876560986042, 0.09161030501127243, 0.07346261292695999, 0.03898950666189194, -0.00041648762999102473, 0.0134887071326375, 0.007261927705258131, -0.10115345567464828, 0.04917548596858978, -0.060149747878313065, 0.03868844360113144, 0.016551483422517776, -0.03781665861606598, -0.047388024628162384, -0.059794217348098755, -0.01824387162923813, 0.10014964640140533, 0.31273049116134644, -0.07098260521888733, -0.03128301724791527, 0.05525844171643257, -0.05502600595355034, -0.17262522876262665, 0.1336735188961029, 0.051643211394548416, -0.004307994619011879, 0.0898536667227745, -0.11778665333986282, 0.16659346222877502, 0.12107083201408386, -0.015689034014940262, 0.1298876255750656, -0.29567477107048035, -0.14436331391334534, 0.09964939951896667, 0.20426979660987854, 0.1425812840461731, -0.15810737013816833, -0.01827959157526493, -0.01837071217596531, -0.08132258802652359, 0.0983629897236824, -0.2119189202785492, 0.07874977588653564, -0.0026895536575466394, 0.06974288821220398, -0.0041599455289542675, -0.06033315509557724, 0.12470012158155441, -0.0024309514556080103, 0.16352570056915283, -0.0421915277838707, -0.020991474390029907, 0.07744414359331131, -0.015272539108991623, 0.0022500972263514996, -0.051252514123916626, 0.02342427894473076, -0.00517216557636857, -0.00608617439866066, -0.08984042704105377, 0.059322793036699295, -0.048266828060150146, -0.05977236479520798, -0.04197603836655617, 0.023691276088356972, -0.01466312911361456, -0.030509470030665398, 0.07188079506158829, 0.01986001990735531, 0.2033795863389969, 0.06480590999126434, 0.03853267431259155, -0.07950703054666519, -0.020371446385979652, 0.03181298077106476, -0.026973087340593338, 0.06322256475687027, -0.1486922949552536, 0.012921018525958061, 0.11887671798467636, 0.02366783283650875, 0.10663943737745285, 0.07771383970975876, -0.06238632649183273, 0.03253288194537163, 0.09053119271993637, -0.163516566157341, -0.09801360964775085, 0.015879813581705093, -0.058716971427202225, -0.07106849551200867, 0.0926893949508667, 0.08570577204227448, -0.0801452025771141, 0.00001986994902836159, -0.03195064142346382, -0.010881430469453335, -0.0792168527841568, 0.2182675004005432, 0.10128364711999893, 0.03888246417045593, -0.09429541975259781, 0.0742814838886261, 0.022904234007000923, -0.045826591551303864, 0.002498724963515997, 0.06668751686811447, -0.050288036465644836, -0.009086973033845425, 0.13884785771369934, 0.2715395987033844, -0.0350179448723793, -0.05238974094390869, -0.1772642880678177, -0.11712987720966339, 0.02678264118731022, 0.236821711063385, 0.09234297275543213, -0.026995563879609108, 0.008509968407452106, 0.03585660830140114, -0.13492338359355927, 0.07974492013454437, 0.03663519769906998, 0.07619623839855194, -0.14014233648777008, 0.17201204597949982, 0.026664599776268005, 0.004842099267989397, -0.03551628813147545, 0.06399314850568771, -0.13557866215705872, 0.020749589428305626, -0.13606803119182587, -0.05609562247991562, 0.015234001912176609, -0.015725024044513702, 0.011120842769742012, -0.08048860728740692, -0.08826015144586563, 0.018034087494015694, -0.11990264803171158, -0.00020607165060937405, 0.06662203371524811, 0.026240114122629166, -0.16371889412403107, -0.03170885518193245, 0.01938643865287304, -0.044032298028469086, 0.02373410575091839, 0.04320282116532326, 0.03697014972567558, 0.09916926920413971, -0.23806118965148926, -0.002417871030047536, 0.08122244477272034, -0.012699523940682411, 0.08587467670440674, -0.03584567829966545, -0.020836608484387398, -0.010394567623734474, 0.11197897791862488, 0.019662298262119293, 0.07080834358930588, -0.11799554526805878, 0.007979835383594036, -0.043753355741500854, -0.07994852215051651, -0.041408102959394455, 0.0015463231829926372, 0.08833283185958862, 0.0033345073461532593, 0.16974350810050964, -0.10555481165647507, 0.024180620908737183, -0.24405020475387573, -0.016065146774053574, -0.011754011735320091, -0.07949227094650269, -0.0904289036989212, -0.03112037666141987, 0.07791075110435486, -0.06039715185761452, 0.1401432752609253, 0.037945643067359924, 0.04634646698832512, 0.03656049445271492, -0.04687237739562988, 0.004792192950844765, 0.042165834456682205, 0.199715256690979, 0.02501843310892582, -0.012011525221168995, 0.025344982743263245, 0.07081907987594604, 0.11463221907615662, 0.027561521157622337, 0.24032539129257202, 0.18174958229064941, -0.05339265987277031, 0.08887019008398056, 0.07239304482936859, -0.07834064960479736, -0.08863532543182373, 0.0428445003926754, -0.0724678784608841, 0.043068207800388336, -0.03165913373231888, 0.18220292031764984, 0.10274733603000641, -0.16387273371219635, 0.029384670779109, -0.05538610741496086, -0.08325454592704773, -0.10308879613876343, 0.03732416033744812, -0.08110474050045013, -0.17826785147190094, 0.03197471424937248, -0.10612713545560837, -0.003078978043049574, 0.11269421130418777, 0.0041750152595341206, -0.007337258663028479, 0.22987133264541626, 0.06871558725833893, 0.06322816014289856, 0.04338357225060463, 0.0068259346298873425, -0.04268398508429527, -0.08173317462205887, -0.07139917463064194, -0.006155404262244701, -0.03129582479596138, 0.01310650072991848, -0.06449741125106812, -0.1064821183681488, 0.05310722813010216, 0.007429665885865688, -0.10381953418254852, 0.024231068789958954, 0.014068946242332458, 0.05547834187746048, 0.00013587711146101356, 0.01692158728837967, 0.025019384920597076, -0.020422792062163353, 0.2138383388519287, -0.062135472893714905, -0.08318312466144562, -0.07949817925691605, 0.22637805342674255, 0.020390233024954796, 0.006427512504160404, 0.003366088727489114, -0.10324215888977051, 0.02000461332499981, 0.18766725063323975, 0.17472213506698608, -0.11189562827348709, 0.005943966098129749, -0.045593224465847015, -0.020013581961393356, -0.08572197705507278, 0.1322527676820755, 0.1144939437508583, 0.043658547103405, -0.10522686690092087, -0.03990999981760979, -0.05979340896010399, -0.011301334016025066, -0.0360342301428318, 0.03454400226473808, 0.05983783304691315, 0.0304714348167181, -0.06146977096796036, 0.08806221932172775, -0.015495778061449528, -0.14559997618198395, 0.08216776698827744, -0.18631616234779358, -0.15439572930335999, -0.01875315047800541, 0.1406373679637909, -0.023943400010466576, 0.06746869534254074, -0.04985027387738228, -0.0013037653407081962, 0.02891392447054386, -0.03494633361697197, -0.05184021592140198, -0.13173280656337738, 0.07564545422792435, -0.14518560469150543, 0.22765420377254486, -0.04394608736038208, 0.0962744876742363, 0.11273012310266495, 0.028086833655834198, -0.05470777675509453, 0.08565803617238998, 0.035549815744161606, -0.12233734130859375, -0.011544812470674515, 0.09857670962810516, -0.040342558175325394, 0.07055164128541946, 0.04927295818924904, -0.12628474831581116, 0.03027002513408661, -0.061824217438697815, -0.07243571430444717, -0.056539811193943024, -0.049186479300260544, -0.07101906836032867, 0.0997430831193924, 0.17427431046962738, -0.01351198647171259, 0.06698530912399292, -0.07196912914514542, 0.055534087121486664, 0.07083822041749954, 0.06057080253958702, -0.047398146241903305, -0.26658445596694946, 0.052204009145498276, 0.13457508385181427, -0.05536678805947304, -0.241482675075531, -0.07934688776731491, 0.013370736502110958, -0.06996050477027893, -0.08081717789173126, 0.06410491466522217, 0.12285071611404419, 0.06878500431776047, -0.051865104585886, -0.15448221564292908, -0.08286185562610626, 0.16637782752513885, -0.1289830505847931, -0.0946018174290657 ]

[ "mlx", "safetensors", "mistral", "finetuned", "text-generation", "conversational", "license:apache-2.0", "region:us" ]

[]

[]

[ "# mistral-7b-instruct-v0.1-4bit-ngs\nThis model was converted to MLX format from ['mistralai/mistral-7b-instruct-v0.1']().\nRefer to the original model card for more details on the model.", "## Use with mlx" ]

[ "TAGS\n#mlx #safetensors #mistral #finetuned #text-generation #conversational #license-apache-2.0 #region-us \n", "# mistral-7b-instruct-v0.1-4bit-ngs\nThis model was converted to MLX format from ['mistralai/mistral-7b-instruct-v0.1']().\nRefer to the original model card for more details on the model.", "## Use with mlx" ]

[ 38, 59, 5 ]

[ "passage: TAGS\n#mlx #safetensors #mistral #finetuned #text-generation #conversational #license-apache-2.0 #region-us \n# mistral-7b-instruct-v0.1-4bit-ngs\nThis model was converted to MLX format from ['mistralai/mistral-7b-instruct-v0.1']().\nRefer to the original model card for more details on the model.## Use with mlx" ]

[ -0.06704617291688919, -0.06439749896526337, -0.0019893876742571592, 0.05469638481736183, 0.08385993540287018, 0.04754515364766121, 0.16592010855674744, 0.05992268770933151, 0.012143414467573166, -0.054447438567876816, 0.15240706503391266, 0.18714399635791779, -0.02162829600274563, 0.12378102540969849, -0.017337409779429436, -0.10460168868303299, 0.04939155653119087, -0.044341448694467545, 0.0942993313074112, 0.0643875002861023, 0.10190169513225555, -0.06918472796678543, 0.1406688094139099, -0.0677635595202446, -0.032404497265815735, 0.004039872903376818, 0.03498125821352005, 0.007037542760372162, 0.035467904061079025, 0.05740665644407272, -0.02100246399641037, 0.04098406434059143, 0.0785842314362526, -0.15873080492019653, 0.038402702659368515, -0.008256981149315834, -0.04072747379541397, 0.035083137452602386, -0.01846931502223015, -0.014779233373701572, 0.14583933353424072, -0.021992431953549385, -0.02653522603213787, 0.026914166286587715, -0.04522964358329773, -0.13996952772140503, -0.13869541883468628, 0.02812366373836994, 0.07211007177829742, 0.01895041950047016, 0.03899824246764183, 0.18458114564418793, 0.06630665063858032, 0.08518313616514206, 0.17858687043190002, -0.21558256447315216, -0.009381499141454697, 0.27169865369796753, 0.11268370598554611, 0.08443588763475418, 0.0420401468873024, 0.1686852127313614, 0.0755544975399971, -0.014544635079801083, 0.053285516798496246, -0.06102856993675232, 0.19965088367462158, 0.04720525071024895, -0.11107601970434189, -0.0353228896856308, 0.2259564995765686, -0.017088688910007477, -0.035770613700151443, -0.07704927027225494, -0.007127502467483282, 0.07087194174528122, -0.08221167325973511, 0.01028315257281065, 0.03885028511285782, 0.02357228845357895, 0.1478714495897293, -0.1475587636232376, -0.040108129382133484, -0.09649249166250229, -0.09506556391716003, 0.14663183689117432, 0.019768839702010155, 0.08688180148601532, -0.09966323524713516, -0.01904338411986828, -0.08052465319633484, -0.0543372705578804, -0.05559980124235153, -0.0766906812787056, 0.15244390070438385, 0.04312107339501381, -0.03244926407933235, 0.0015642414800822735, 0.11518724262714386, -0.012779940851032734, -0.0065639386884868145, 0.02895234525203705, 0.08832455426454544, 0.06889260560274124, -0.011856994591653347, -0.028050532564520836, -0.04824366047978401, 0.018436603248119354, 0.09110016375780106, 0.042481679469347, 0.08717386424541473, -0.04129873216152191, -0.17622995376586914, 0.05263988673686981, -0.07828862220048904, 0.15110254287719727, 0.005452301818877459, 0.07998786121606827, 0.031623926013708115, -0.009245729073882103, 0.12905798852443695, -0.1111353412270546, 0.03201204910874367, 0.0020135289523750544, -0.018326250836253166, 0.03237707167863846, 0.044618379324674606, -0.029063250869512558, -0.00388887245208025, -0.036391887813806534, -0.045332927256822586, 0.006901484914124012, -0.12696963548660278, -0.11368082463741302, 0.016196655109524727, 0.028130685910582542, 0.022951094433665276, -0.12602709233760834, -0.25516438484191895, 0.03249427303671837, 0.0721985325217247, 0.012243019416928291, 0.06918509304523468, -0.01161138340830803, -0.03634784743189812, 0.020931506529450417, 0.018215350806713104, 0.10653941333293915, -0.05128109082579613, 0.020515233278274536, -0.04219618812203407, 0.05472460761666298, -0.2082194983959198, 0.019938120618462563, 0.007810613606125116, 0.048118606209754944, 0.027190273627638817, -0.005952462553977966, -0.08728093653917313, 0.038193996995687485, -0.03664270415902138, -0.04752976819872856, 0.05944934859871864, 0.05123840272426605, 0.015855418518185616, 0.0639900490641594, -0.21593917906284332, 0.011589664034545422, 0.09006904065608978, -0.14350351691246033, -0.16710874438285828, 0.044012609869241714, 0.008822498843073845, -0.00024440549896098673, 0.057033441960811615, 0.13331271708011627, 0.0550646111369133, -0.22939392924308777, 0.08571578562259674, 0.08186008036136627, -0.04830604046583176, -0.10543272644281387, 0.1161026656627655, 0.029221557080745697, -0.19604229927062988, 0.07544522732496262, -0.13938546180725098, -0.03841932862997055, -0.04635895416140556, -0.07575565576553345, -0.06132892519235611, -0.056365739554166794, 0.040266431868076324, -0.08393342792987823, -0.03888237476348877, -0.08223923295736313, 0.03782641515135765, 0.15410466492176056, 0.15906834602355957, -0.02175629325211048, -0.043418899178504944, -0.13213464617729187, 0.14380374550819397, -0.06727991253137589, 0.05880393832921982, -0.01193846296519041, -0.03856445476412773, -0.030862003564834595, -0.08546710014343262, 0.031931404024362564, 0.09573213756084442, 0.039692509919404984, 0.05620786175131798, -0.038846466690301895, 0.06582561880350113, 0.05971481278538704, 0.025232283398509026, -0.017912065610289574, -0.16650289297103882, 0.005190164316445589, -0.08401551842689514, -0.016486385837197304, -0.0796460509300232, 0.020072389394044876, -0.0384627990424633, -0.05258161947131157, -0.03942321613430977, 0.046626295894384384, 0.06057919189333916, 0.011253639124333858, 0.03607047721743584, -0.00773292500525713, 0.11365295946598053, 0.002620450221002102, -0.0613972432911396, 0.2119632363319397, -0.24593381583690643, 0.17333336174488068, 0.20681296288967133, 0.06802663207054138, 0.07578209787607193, -0.054651450365781784, 0.022707782685756683, 0.014456193894147873, 0.028277099132537842, -0.026895809918642044, 0.06719329953193665, -0.05107289180159569, 0.09193911403417587, -0.13397546112537384, -0.036717433482408524, 0.01320309191942215, -0.050150129944086075, -0.13350249826908112, 0.04946954548358917, 0.17432023584842682, -0.14290331304073334, 0.0317540317773819, 0.2250528484582901, -0.005085496231913567, 0.17899230122566223, -0.015632832422852516, 0.017219271510839462, -0.08170689642429352, -0.041476815938949585, -0.010201624594628811, 0.1023959368467331, -0.02573261596262455, 0.013029306195676327, 0.05963774397969246, -0.008221307769417763, 0.11092367768287659, -0.1063915342092514, -0.04576003924012184, 0.035720955580472946, -0.08228448033332825, -0.03609533607959747, 0.11301307380199432, -0.07463623583316803, 0.07786143571138382, -0.0944950059056282, -0.03188008815050125, 0.011805964633822441, 0.006757811177521944, -0.12791197001934052, 0.10613532364368439, -0.21927489340305328, -0.17047591507434845, -0.15319636464118958, -0.04088935628533363, -0.12176964432001114, -0.03362836688756943, 0.014164885506033897, -0.002076824428513646, -0.051393620669841766, -0.15294210612773895, -0.04670323431491852, -0.04116416722536087, -0.02315502241253853, 0.11880683898925781, -0.016203729435801506, -0.015434731729328632, -0.18574893474578857, -0.01355549693107605, 0.005672651343047619, -0.10078401863574982, 0.025706594809889793, -0.018314553424715996, 0.08779625594615936, 0.13257218897342682, -0.05711875110864639, 0.042391080409288406, -0.011065972037613392, 0.1903826743364334, 0.0409550815820694, -0.018775159493088722, 0.21911385655403137, 0.10193750262260437, 0.03021916002035141, 0.07275768369436264, 0.04567784070968628, -0.11245964467525482, -0.02916083112359047, -0.04954018071293831, -0.11070804297924042, -0.18975096940994263, -0.09112316370010376, -0.0068288217298686504, -0.006930412724614143, -0.042704470455646515, 0.06303250789642334, 0.011736059561371803, 0.0641411766409874, -0.019026117399334908, -0.06063457578420639, 0.04126178100705147, -0.003967490512877703, 0.02591393142938614, -0.05840706080198288, 0.036383289843797684, -0.1074596717953682, 0.08994739502668381, 0.1474081575870514, 0.01567951962351799, 0.13098682463169098, 0.08286907523870468, -0.02107159234583378, 0.1634036749601364, -0.03144196420907974, 0.06097165122628212, 0.07695793360471725, -0.09988007694482803, -0.015032576397061348, -0.07489312440156937, -0.11215811222791672, -0.01475993636995554, 0.017857469618320465, -0.03774194046854973, 0.02017904818058014, -0.013904727064073086, 0.11806171387434006, 0.09652601182460785, -0.1105746328830719, -0.03690752759575844, -0.17229369282722473, 0.0014819457428529859, 0.07456480711698532, 0.1112082302570343, 0.01993950642645359, 0.04785715416073799, 0.1534166932106018, 0.04506610706448555, 0.10574354231357574, 0.013074955902993679, 0.09286661446094513, 0.07571618258953094, -0.0010040345368906856, -0.05173628032207489, 0.15789073705673218, 0.019183916971087456, 0.08939565718173981, -0.2852023243904114, 0.2083929479122162, 0.06494671106338501, 0.08067984133958817, -0.03241858631372452, -0.014511424116790295, 0.09724535793066025, 0.21107172966003418, 0.08418133109807968, 0.04149177670478821, -0.18018847703933716, -0.020518973469734192, -0.10285716503858566, 0.03869493305683136, 0.026031503453850746, 0.10653508454561234, -0.02199627086520195, -0.03773532807826996, -0.02660064399242401, -0.02073008008301258, 0.06113135442137718, -0.17089763283729553, -0.08919144421815872, 0.044063273817300797, 0.13567061722278595, -0.16358865797519684, -0.07478519529104233, -0.014481973834335804, -0.12090153247117996, 0.012697610072791576, 0.0900186225771904, -0.04945282265543938, -0.09345780313014984, -0.12351629137992859, 0.04092029854655266, -0.041934505105018616, 0.020348481833934784, 0.001698087784461677, 0.1104004755616188, -0.09196363389492035, -0.1551036834716797, 0.0041578770615160465, -0.11571964621543884, -0.025282224640250206, 0.02674863673746586, 0.07694587856531143, -0.08734140545129776, 0.012658811174333096, 0.06579715013504028, -0.0065954746678471565, -0.014162739738821983, -0.1946113109588623, 0.05530332028865814, 0.19159215688705444, -0.0009161506895907223, -0.008953172713518143, -0.10472153127193451, -0.12079809606075287, 0.04402727633714676, -0.08109202980995178, 0.08328703045845032, 0.18580660223960876, -0.07660487294197083, 0.0984833687543869, 0.22642777860164642, -0.1332472264766693, -0.2982103228569031, -0.11095817387104034, -0.10304025560617447, -0.054697953164577484, 0.02676914632320404, -0.052930984646081924, -0.025522133335471153, 0.0676833763718605, -0.01603645645081997, 0.08907748758792877, -0.30750927329063416, -0.11497020721435547, 0.040056657046079636, 0.18614070117473602, 0.22790981829166412, -0.13786213099956512, -0.07073047012090683, -0.09697230160236359, -0.16358594596385956, 0.05941270291805267, -0.14609260857105255, 0.07371672987937927, -0.008963847532868385, 0.06478181481361389, -0.05008450895547867, -0.0441918820142746, 0.19451852142810822, -0.08592096716165543, 0.13943132758140564, -0.08851351588964462, -0.06872405111789703, 0.08533675968647003, -0.026063229888677597, 0.15796436369419098, -0.21933165192604065, 0.07149072736501694, -0.06693113595247269, -0.010266105644404888, -0.00678866496309638, 0.017513899132609367, -0.0700777918100357, -0.054504577070474625, 0.0014332407154142857, 0.001624354044906795, -0.007964761927723885, -0.04541238397359848, -0.10612685978412628, -0.06509619951248169, -0.0382990799844265, 0.0916781947016716, 0.05993478372693062, -0.18990179896354675, 0.027396012097597122, -0.006864760536700487, -0.046077925711870193, 0.07485008984804153, -0.1251368373632431, 0.006479147356003523, 0.02026555873453617, -0.015890687704086304, 0.11142021417617798, 0.005965805612504482, 0.018383990973234177, -0.0012104962952435017, 0.07727114111185074, -0.09128805994987488, -0.17453332245349884, -0.05046090856194496, 0.17819559574127197, 0.08166348934173584, 0.06334884464740753, 0.10360590368509293, -0.04260717332363129, 0.014776617288589478, -0.03550595045089722, 0.05312817543745041, -0.056116677820682526, 0.07597778737545013, 0.07198216766119003, 0.036102838814258575, -0.09656471014022827, 0.043608658015728, -0.0677175298333168, 0.03480934724211693, 0.024592293426394463, 0.04247305914759636, -0.07063166052103043, -0.1595785766839981, 0.031486157327890396, 0.20129366219043732, -0.03019697032868862, -0.0903632715344429, -0.0018267009872943163, -0.09816567599773407, 0.04999437928199768, 0.11760052293539047, 0.06362448632717133, -0.036036714911460876, 0.024364357814192772, -0.08434077352285385, 0.001463286462239921, 0.07286670804023743, -0.1207522377371788, -0.009419274516403675, -0.11402955651283264, 0.0574551485478878, -0.004577996674925089, 0.004238597117364407, -0.05833977460861206, 0.016395634040236473, -0.05224321782588959, 0.01019723154604435, -0.11272229999303818, 0.10538841784000397, -0.0795396938920021, 0.0241243839263916, 0.019556574523448944, -0.0009951231768354774, -0.04816532880067825, 0.07359319925308228, -0.10091258585453033, 0.006308743730187416, 0.01625547930598259, 0.07140354067087173, -0.037998929619789124, -0.048868853598833084, -0.015699252486228943, 0.0379195399582386, 0.0292474627494812, 0.041035089641809464, -0.05266498029232025, 0.07144957780838013, -0.2455662041902542, -0.02434557117521763, 0.03463750332593918, 0.099883072078228, -0.014147736132144928, -0.14632779359817505, 0.00921495072543621, 0.07488325238227844, -0.03174233064055443, 0.03101530857384205, 0.0674101859331131, -0.08076407760381699, -0.01827029138803482, -0.025117194280028343, 0.015329895541071892, 0.02362414449453354, -0.010978125967085361, 0.1298290640115738, 0.03195887804031372, 0.11292756348848343, -0.04060233011841774, -0.01822221279144287, -0.08800456672906876, 0.02898264303803444, -0.0033370356541126966, -0.12488727271556854, -0.15973211824893951, -0.008001908659934998, 0.0020580946002155542, -0.04675962030887604, 0.2809923589229584, 0.07137144356966019, -0.2180793434381485, 0.010729477740824223, 0.055874235928058624, 0.021606624126434326, -0.02082517370581627, 0.24036571383476257, -0.01107624638825655, 0.11761734634637833, -0.04237075522542, 0.03902721032500267, 0.04032779857516289, -0.01959165371954441, 0.09862876683473587, 0.10781744122505188, 0.14282535016536713, 0.0680670365691185, 0.10618805140256882, 0.0014880943344905972, 0.048129089176654816, -0.05164047330617905, -0.008513585664331913, 0.10302242636680603, -0.06390458345413208, -0.022642506286501884, 0.21381723880767822, -0.10087105631828308, 0.0651070848107338, -0.01781579665839672, -0.013408977538347244, -0.15355122089385986, -0.1607426106929779, -0.10539999604225159, -0.07813257724046707, -0.03193197399377823, -0.08822640031576157, 0.0028780570719391108, -0.03703957796096802, 0.036586735397577286, 0.015426702797412872, -0.0003014006360899657, -0.19017592072486877, 0.03612435236573219, -0.046755798161029816, -0.049887292087078094, -0.0739184319972992, -0.04358074069023132, -0.03620614483952522, 0.06441691517829895, -0.1080385074019432, 0.0038084702100604773, 0.02782617136836052, 0.015796730294823647, 0.05141223594546318, -0.06094378978013992, -0.02040618099272251, -0.04833304509520531, -0.023402400314807892, 0.04474828764796257, 0.10465026646852493, 0.03440431132912636, -0.0782514363527298, 0.0571414940059185, 0.05296078696846962, 0.04627617821097374, -0.21417808532714844, -0.03832097724080086, 0.004876337945461273, -0.025196809321641922, 0.07811495661735535, -0.01308100763708353, 0.04933423921465874, -0.017503758892416954, 0.24465778470039368, 0.35561758279800415, -0.031256817281246185, 0.023501746356487274, -0.05699324235320091, 0.04146366938948631, -0.0253995843231678, 0.13090938329696655, 0.037887509912252426, 0.02251284010708332, 0.0029417488258332014, -0.0219896100461483, -0.12300407886505127, 0.023931343108415604, -0.045214638113975525, -0.0005002896650694311, -0.0160415917634964, -0.09495134651660919, 0.047340501099824905, 0.017574921250343323, 0.019342422485351562, 0.019345786422491074, -0.06017082557082176, -0.010016768239438534, 0.0204917024821043, -0.03819771856069565, 0.126408189535141, 0.04567556828260422, -0.015322871506214142, -0.05670531094074249, 0.03058570995926857, 0.03550285845994949, -0.031671103090047836, -0.2425379604101181, -0.12791062891483307, 0.06388096511363983, 0.07250066846609116, 0.18452000617980957, 0.018323207274079323, 0.055038318037986755, 0.05342245474457741, -0.07830698043107986, -0.0996459499001503, 0.21779415011405945, 0.00443938747048378, -0.020889677107334137, 0.04597771540284157, -0.042966362088918686, -0.058541107922792435, 0.016116805374622345, -0.03913193568587303, 0.028960397467017174, 0.02633306197822094, 0.04731174185872078, -0.14720454812049866, 0.0674768015742302, 0.11871600896120071, -0.12314750254154205, 0.10731963813304901, 0.04221335053443909, 0.010150856338441372, -0.028849247843027115, -0.014827627688646317, 0.10697382688522339, -0.031178973615169525, -0.077854685485363, -0.010860404931008816, -0.08738061785697937, -0.037874624133110046, -0.04983994737267494, 0.044668737798929214, -0.21416443586349487, -0.03326491639018059, -0.09469256550073624, -0.03518368676304817, -0.07250169664621353, 0.0427364818751812, 0.2365729957818985, 0.020739922299981117, -0.05280645936727524, -0.16926267743110657, 0.016876880079507828, 0.027744632214307785, -0.06395675241947174, -0.07589141279459 ]

[ "transformers", "safetensors", "arxiv:1910.09700", "endpoints_compatible", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ "TAGS\n#transformers #safetensors #arxiv-1910.09700 #endpoints_compatible #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ 31, 6, 3, 82, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4 ]

[ "passage: TAGS\n#transformers #safetensors #arxiv-1910.09700 #endpoints_compatible #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact" ]

[ -0.06646376848220825, 0.2168014943599701, -0.00225935154594481, 0.023818302899599075, 0.1271018385887146, -0.001635765191167593, 0.04218708351254463, 0.13324736058712006, -0.020175931975245476, 0.11144465953111649, 0.046588581055402756, 0.09377603232860565, 0.09928803145885468, 0.18404334783554077, 0.04859916493296623, -0.2059975117444992, 0.007056170143187046, -0.09090408682823181, 0.014076028019189835, 0.1116579994559288, 0.13719257712364197, -0.10291384905576706, 0.08272874355316162, -0.04045208916068077, -0.02019004337489605, 0.00012576708104461432, -0.09259183704853058, -0.07032395154237747, 0.06885425746440887, 0.06264153122901917, 0.051234472543001175, 0.001456156256608665, 0.09140396863222122, -0.2864592671394348, 0.017265573143959045, 0.08406311273574829, 0.0027674848679453135, 0.06290827691555023, 0.07236549258232117, -0.07389893382787704, 0.11328595131635666, -0.08021481335163116, 0.13019037246704102, 0.08625296503305435, -0.062064990401268005, -0.23071379959583282, -0.07525765895843506, 0.0963398814201355, 0.12251301854848862, 0.06215599179267883, -0.022921854630112648, 0.15455181896686554, -0.06248689442873001, 0.012971068732440472, 0.1294165402650833, -0.11526761949062347, -0.05572471022605896, 0.061741601675748825, 0.11775490641593933, 0.10740239918231964, -0.14110268652439117, -0.0017287094378843904, 0.04900608956813812, 0.029121357947587967, 0.08589313924312592, 0.022661056369543076, 0.12003941088914871, 0.04652795568108559, -0.13695219159126282, -0.04037507623434067, 0.12011898308992386, 0.038862764835357666, -0.06446044892072678, -0.2168138176202774, -0.006778308190405369, -0.0601806715130806, -0.014732478186488152, -0.07019448280334473, 0.039128515869379044, -0.02470310963690281, 0.07317749410867691, -0.04465159401297569, -0.1063927412033081, -0.0421026237308979, 0.0892222449183464, 0.07748593389987946, 0.011527054943144321, -0.02519804798066616, 0.04627908393740654, 0.13455867767333984, 0.05402068421244621, -0.10399353504180908, -0.07017925381660461, -0.06942764669656754, -0.09420394152402878, -0.04035796597599983, 0.056760527193546295, 0.031942449510097504, 0.02665667235851288, 0.22703726589679718, 0.016653569415211678, 0.04155244305729866, 0.0224777739495039, 0.01032855175435543, 0.043662428855895996, 0.0955500528216362, -0.05303520709276199, -0.15660029649734497, -0.04072032496333122, 0.09077946096658707, -0.0027527001220732927, -0.036689214408397675, -0.03966725245118141, 0.03849169611930847, 0.06843466311693192, 0.13122352957725525, 0.07552056759595871, -0.017929591238498688, -0.04813180863857269, -0.030096933245658875, 0.23523783683776855, -0.1493375599384308, 0.04426715523004532, -0.02271856553852558, -0.01804111897945404, -0.03908449783921242, 0.03597262129187584, 0.022118929773569107, -0.000004518366949923802, 0.09706240892410278, -0.058981191366910934, -0.05378659814596176, -0.10168042778968811, -0.03272576630115509, 0.04088849574327469, -0.013975566253066063, -0.010589460842311382, -0.09025166928768158, -0.09490354359149933, -0.04766594246029854, 0.05537205561995506, -0.05123869329690933, -0.03770573064684868, 0.009465423412621021, -0.08151785284280777, -0.005444355774670839, -0.005417742300778627, 0.10699385404586792, -0.03222226724028587, 0.04445803165435791, -0.027600755915045738, 0.05225523188710213, 0.09919606149196625, 0.031576547771692276, -0.0773419588804245, 0.0561848059296608, -0.22559374570846558, 0.07503069192171097, -0.11481974273920059, 0.04335082694888115, -0.1704932004213333, -0.042439818382263184, 0.005444696638733149, 0.0139949731528759, 0.013206101022660732, 0.12720820307731628, -0.19255615770816803, -0.01654396951198578, 0.13260798156261444, -0.09212633967399597, -0.118110790848732, 0.07884611934423447, -0.029701577499508858, 0.1624738723039627, 0.04682036489248276, -0.027025915682315826, 0.09224298596382141, -0.16434773802757263, -0.07092688232660294, -0.00949116237461567, -0.01727987825870514, 0.12109188735485077, 0.07512219995260239, -0.05991523340344429, 0.046571120619773865, 0.02832140028476715, -0.038078423589468, -0.04424772411584854, -0.050857074558734894, -0.10884185880422592, -0.01070026308298111, -0.08987759798765182, 0.04065500199794769, -0.01250192429870367, -0.07916021347045898, -0.029885273426771164, -0.18612512946128845, -0.0030564051121473312, 0.10038342326879501, 0.0035033065360039473, -0.005652366206049919, -0.08666291832923889, 0.026358824223279953, -0.03112892620265484, -0.008404186926782131, -0.16764774918556213, -0.04399421438574791, 0.046902090311050415, -0.16094985604286194, 0.020117372274398804, -0.06413903087377548, 0.06334125250577927, 0.03641495108604431, -0.05590536445379257, -0.0248766727745533, -0.01730942726135254, 0.011945613659918308, -0.05083848536014557, -0.18994836509227753, -0.056277405470609665, -0.037882111966609955, 0.149809330701828, -0.25956398248672485, 0.032966937869787216, 0.051140617579221725, 0.14649195969104767, 0.00406361510977149, -0.05115427449345589, 0.01429014839231968, -0.05360214412212372, -0.054652128368616104, -0.06746816635131836, -0.006135428790003061, -0.027576493099331856, -0.05147203803062439, 0.019243421033024788, -0.1755700707435608, -0.021410830318927765, 0.09424154460430145, 0.12876708805561066, -0.1486445665359497, -0.018640631809830666, -0.048725154250860214, -0.06339836865663528, -0.0715010017156601, -0.07038594037294388, 0.10712739825248718, 0.0513901449739933, 0.04796046018600464, -0.07435787469148636, -0.07092321664094925, 0.02726263552904129, 0.006906150374561548, -0.03382374346256256, 0.08727246522903442, 0.05199531093239784, -0.09209315478801727, 0.0756213590502739, 0.1092359870672226, 0.07177663594484329, 0.09363535046577454, 0.01574566215276718, -0.11756632477045059, -0.028492970392107964, 0.036266472190618515, 0.02740776725113392, 0.1465986967086792, -0.05952361226081848, 0.04016614332795143, 0.04494241625070572, -0.04170418903231621, 0.022319864481687546, -0.08787637203931808, 0.024075502529740334, 0.025203049182891846, -0.0034381982404738665, 0.06284574419260025, -0.02525499276816845, -0.0050758360885083675, 0.07016654312610626, 0.047779910266399384, 0.04621000960469246, 0.009655474685132504, -0.01720241829752922, -0.1047825813293457, 0.16950392723083496, -0.0951867327094078, -0.269941508769989, -0.17632324993610382, 0.026197833940386772, 0.04035249724984169, -0.022378476336598396, 0.031619444489479065, -0.07056326419115067, -0.10630585998296738, -0.1060405746102333, -0.002429972169920802, 0.01714223250746727, -0.06364088505506516, -0.0741225928068161, 0.07348573952913284, 0.04382912442088127, -0.14902326464653015, 0.038552410900592804, 0.055694397538900375, -0.057955220341682434, -0.0233661737293005, 0.09118817001581192, 0.12397737801074982, 0.14583967626094818, -0.021366750821471214, -0.028626007959246635, 0.029004426673054695, 0.19620531797409058, -0.13469526171684265, 0.10371150821447372, 0.13814030587673187, -0.04545360431075096, 0.08360563963651657, 0.1560150384902954, 0.029186224564909935, -0.08317049592733383, 0.05044832453131676, 0.04082648828625679, -0.043159641325473785, -0.2666129767894745, -0.0534592866897583, 0.012832709588110447, -0.06255637854337692, 0.09786593168973923, 0.10183793306350708, 0.11542957276105881, 0.034910861402750015, -0.07166364789009094, -0.043925940990448, -0.0058974819257855415, 0.11737963557243347, -0.05490213260054588, -0.012639665976166725, 0.07686592638492584, -0.05086168646812439, 0.005355054512619972, 0.10266812145709991, 0.02973790094256401, 0.17442677915096283, 0.020399179309606552, 0.11231429129838943, 0.06195578724145889, 0.08633565157651901, 0.0007386076031252742, 0.02951662428677082, 0.05147615820169449, 0.017203815281391144, -0.002300140680745244, -0.10421168059110641, -0.006156572140753269, 0.1449710875749588, 0.028103826567530632, 0.029669636860489845, -0.0018948549404740334, -0.005003341939300299, 0.05121048167347908, 0.1746254414319992, -0.011592294089496136, -0.22072425484657288, -0.0845772922039032, 0.06936841458082199, -0.06218599155545235, -0.12968985736370087, -0.026130788028240204, 0.045467354357242584, -0.17519839107990265, 0.026703642681241035, -0.027433741837739944, 0.0919293761253357, -0.09345759451389313, -0.02221956104040146, 0.03687324374914169, 0.084866963326931, -0.014529162086546421, 0.08703910559415817, -0.14498743414878845, 0.11886418610811234, 0.02978132851421833, 0.09024628251791, -0.11081171780824661, 0.07909037172794342, -0.007550720125436783, 0.009180475026369095, 0.19379350543022156, -0.011335089802742004, -0.03514958545565605, -0.08774717897176743, -0.11210042238235474, -0.013537433929741383, 0.12687496840953827, -0.1243172138929367, 0.08773399889469147, -0.015198243781924248, -0.044079482555389404, 0.00937260314822197, -0.12100647389888763, -0.17273177206516266, -0.19628387689590454, 0.05585884302854538, -0.09575839340686798, 0.025643249973654747, -0.11914430558681488, -0.07089093327522278, -0.02952558360993862, 0.241120383143425, -0.1745356321334839, -0.06510113179683685, -0.1468164622783661, -0.046294767409563065, 0.1662203073501587, -0.04437198117375374, 0.0718095526099205, -0.0208172257989645, 0.20345525443553925, 0.005988610442727804, -0.004939318168908358, 0.06724198162555695, -0.08892562240362167, -0.16873881220817566, -0.06771010160446167, 0.1510489284992218, 0.11680185794830322, 0.04907919466495514, -0.002248800592496991, 0.0011772146681323647, -0.016943959519267082, -0.1137804463505745, -0.0033210667315870523, 0.16037839651107788, 0.03878779336810112, 0.025986969470977783, -0.05243593826889992, -0.08797456324100494, -0.06899320334196091, -0.06853509694337845, 0.06221301481127739, 0.19590823352336884, -0.10376439243555069, 0.1700313836336136, 0.147536963224411, -0.07305635511875153, -0.23175598680973053, 0.035342130810022354, 0.04983805492520332, 0.0014306638622656465, 0.04886869341135025, -0.18252557516098022, 0.10521943867206573, 0.019543392583727837, -0.05505957826972008, 0.13485197722911835, -0.1557481735944748, -0.1552847921848297, 0.0722852572798729, 0.03904085233807564, -0.22423844039440155, -0.1354004591703415, -0.09622503817081451, -0.05825018882751465, -0.14065024256706238, 0.06054598465561867, -0.002136280992999673, 0.015948504209518433, 0.03500790148973465, -0.0015643214574083686, 0.027123261243104935, -0.058935679495334625, 0.18609118461608887, -0.004065449349582195, 0.020676052197813988, -0.060264769941568375, -0.0478842556476593, 0.09839435666799545, -0.06130504235625267, 0.12208222597837448, 0.004057085141539574, 0.01594383642077446, -0.10362856835126877, -0.048314861953258514, -0.04328322783112526, 0.05154227837920189, -0.07548051327466965, -0.10070807486772537, -0.043625857681035995, 0.08841723203659058, 0.07005169242620468, -0.03383097052574158, 0.00549331633374095, -0.07189501076936722, 0.10019614547491074, 0.17795267701148987, 0.17573626339435577, 0.009926567785441875, -0.07241068035364151, 0.01677953451871872, -0.04142116755247116, 0.044231921434402466, -0.2513144314289093, 0.03756171092391014, 0.06098250672221184, 0.029438555240631104, 0.09217222779989243, -0.020435843616724014, -0.1820858269929886, -0.04050002992153168, 0.08094815909862518, -0.05452597141265869, -0.22617179155349731, -0.019085140898823738, 0.0954197570681572, -0.2020406424999237, -0.007372708059847355, 0.03995226323604584, -0.048725228756666183, -0.023169852793216705, 0.00010950004070764408, 0.06317184865474701, 0.002471912419423461, 0.09773622453212738, 0.0735151618719101, 0.09715340286493301, -0.08337292820215225, 0.10562895983457565, 0.10150538384914398, -0.09572599828243256, 0.03605884686112404, 0.06754924356937408, -0.05300498008728027, -0.043293699622154236, 0.03665391728281975, 0.033023297786712646, 0.005234600510448217, -0.060321882367134094, 0.013913018628954887, -0.036497246474027634, 0.044923391193151474, 0.08326134830713272, 0.03754979372024536, -0.013354414142668247, 0.06462216377258301, 0.03401726484298706, -0.10898099094629288, 0.10366570204496384, 0.01731540448963642, 0.04105307161808014, -0.08384523540735245, -0.019968897104263306, 0.035425446927547455, 0.030576206743717194, -0.01765924133360386, -0.02306121215224266, -0.02860277332365513, -0.01614218018949032, -0.14299540221691132, -0.023106401786208153, -0.07243485748767853, 0.006181265693157911, 0.014656842686235905, -0.031884219497442245, -0.011233693920075893, 0.02475680410861969, -0.06979699432849884, -0.07426341623067856, -0.006949664559215307, 0.09833318740129471, -0.15115703642368317, 0.008848577737808228, 0.06907843053340912, -0.11088496446609497, 0.08190931379795074, -0.008411259390413761, 0.016245156526565552, 0.022527478635311127, -0.15448406338691711, 0.05601610988378525, 0.0008648968650959432, 0.01916889287531376, 0.025886621326208115, -0.16471809148788452, 0.004104440100491047, -0.04661374166607857, -0.02149827405810356, -0.00004464812809601426, -0.02647159807384014, -0.12325995415449142, 0.06858719140291214, -0.015622655861079693, -0.035931166261434555, -0.02701525390148163, 0.0539589487016201, 0.07888586074113846, -0.027474910020828247, 0.10445091128349304, -0.008690856397151947, 0.04941811040043831, -0.16801609098911285, -0.02470702864229679, -0.04982255399227142, 0.019377702847123146, 0.009884213097393513, -0.007693959400057793, 0.04183054715394974, -0.00976533442735672, 0.21883612871170044, -0.05075952783226967, 0.1607085019350052, 0.05847611650824547, -0.017352959141135216, -0.0007513365126214921, 0.06180921941995621, 0.05997028574347496, 0.04658793285489082, 0.009480604901909828, 0.023740366101264954, -0.022450892254710197, -0.006695089396089315, -0.15932634472846985, 0.01890849508345127, 0.14999441802501678, 0.06301083415746689, 0.024745315313339233, 0.05866100639104843, -0.12775006890296936, -0.12135478109121323, 0.09311001747846603, -0.026755332946777344, 0.00928465835750103, -0.08245618641376495, 0.1358020007610321, 0.14980104565620422, -0.14000412821769714, 0.05256148427724838, -0.06134212389588356, -0.05217423290014267, -0.10388828068971634, -0.12032219022512436, -0.05887215584516525, -0.053666237741708755, 0.002330566756427288, -0.03760887682437897, 0.054546963423490524, 0.03344334661960602, -0.009351172484457493, -0.00022941511997487396, 0.13597318530082703, -0.019751882180571556, -0.0028988157864660025, 0.048313532024621964, 0.03693558648228645, 0.02373051457107067, -0.05275435373187065, 0.02940409444272518, 0.02539868652820587, 0.032232340425252914, 0.06546790152788162, 0.033412106335163116, -0.047448933124542236, 0.03804153576493263, -0.0025254099164158106, -0.11207924783229828, 0.019641218706965446, -0.00460948096588254, -0.0742158442735672, 0.1268945336341858, 0.0407399944961071, 0.010224059224128723, -0.03741471841931343, 0.24361543357372284, -0.06653323769569397, -0.06378097087144852, -0.13251738250255585, 0.10491154342889786, -0.0027236645109951496, 0.06476365029811859, 0.023412218317389488, -0.1284150779247284, 0.005243356805294752, 0.13858191668987274, 0.12181595712900162, 0.0045748427510261536, 0.009228081442415714, 0.0518609918653965, 0.0025186820421367884, -0.06998204439878464, 0.054019294679164886, 0.06992026418447495, 0.12919506430625916, -0.07847554981708527, 0.07680778950452805, 0.0006860480643808842, -0.08370215445756912, -0.02947772853076458, 0.11312682181596756, -0.0409729965031147, 0.03491825982928276, -0.047444481402635574, 0.10916327685117722, -0.05787910893559456, -0.29412412643432617, 0.02350960113108158, -0.09588567912578583, -0.15202060341835022, -0.018367812037467957, 0.05944539234042168, -0.02624768204987049, 0.018029648810625076, 0.06971040368080139, -0.06011629104614258, 0.20098382234573364, 0.0335683599114418, -0.07864278554916382, -0.0664360448718071, 0.04837050288915634, -0.06564252078533173, 0.2949807047843933, 0.008418165147304535, 0.02863333560526371, 0.10770907253026962, -0.03253700211644173, -0.18271861970424652, 0.010723991319537163, 0.1133992001414299, -0.08056149631738663, 0.08200647681951523, 0.19000613689422607, -0.012578671798110008, 0.1209007054567337, 0.05294662341475487, -0.047376248985528946, 0.04217283055186272, -0.03389401361346245, -0.051268599927425385, -0.10752558708190918, 0.058453381061553955, -0.05909625440835953, 0.15447644889354706, 0.10152646154165268, -0.05671518296003342, -0.004550917539745569, -0.05555408447980881, 0.04875178262591362, 0.01804669201374054, 0.12263146042823792, 0.02951994352042675, -0.1865430772304535, 0.032826557755470276, -0.01144319772720337, 0.10186848044395447, -0.25588861107826233, -0.08421015739440918, 0.08833149075508118, -0.011924264021217823, -0.05105875805020332, 0.10560628771781921, 0.057650718837976456, 0.04243382066488266, -0.043439045548439026, -0.10480839014053345, -0.02186836116015911, 0.14663739502429962, -0.1469624787569046, -0.025013303384184837 ]

[ "transformers", "safetensors", "llama", "text-generation", "arxiv:1910.09700", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ "TAGS\n#transformers #safetensors #llama #text-generation #arxiv-1910.09700 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ 56, 6, 3, 82, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4 ]

[ "passage: TAGS\n#transformers #safetensors #llama #text-generation #arxiv-1910.09700 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact" ]

[ -0.06061961501836777, 0.15481999516487122, -0.004844071343541145, 0.02074851468205452, 0.0983177199959755, 0.007407687604427338, 0.07119518518447876, 0.11185134947299957, -0.023851769044995308, 0.1167980208992958, 0.031993988901376724, 0.09781743586063385, 0.11217817664146423, 0.16186554729938507, 0.0015333457849919796, -0.22897611558437347, 0.049678247421979904, -0.125278040766716, -0.0294334813952446, 0.11977242678403854, 0.1422213912010193, -0.10954539477825165, 0.0752737894654274, -0.038042325526475906, -0.005828251596540213, -0.0323176346719265, -0.06205610930919647, -0.05266609415411949, 0.05311284959316254, 0.06794639676809311, 0.07308239489793777, 0.01171939354389906, 0.09106900542974472, -0.2724283039569855, 0.02348201349377632, 0.0805930644273758, -0.0006441773730330169, 0.07586129754781723, 0.04993962123990059, -0.08749990910291672, 0.07524524629116058, -0.060156844556331635, 0.1498761922121048, 0.07955671846866608, -0.09018243104219437, -0.19217631220817566, -0.07921334356069565, 0.09916994720697403, 0.1890910118818283, 0.05953684076666832, -0.026427440345287323, 0.11642678081989288, -0.08593545109033585, 0.013638701289892197, 0.06446459144353867, -0.06054406240582466, -0.055855002254247665, 0.06904532760381699, 0.08335285633802414, 0.08567540347576141, -0.12976622581481934, -0.010767064057290554, 0.015032444149255753, 0.008952446281909943, 0.08948688954114914, 0.017146794125437737, 0.1335189938545227, 0.040557652711868286, -0.13501930236816406, -0.043155476450920105, 0.09761431813240051, 0.03665134683251381, -0.04888195917010307, -0.2485782504081726, -0.023432478308677673, -0.04339504987001419, -0.03198111802339554, -0.03649339824914932, 0.043764639645814896, -0.014506848528981209, 0.07738617807626724, -0.004502781666815281, -0.0837155357003212, -0.04301247000694275, 0.07241875678300858, 0.06128999963402748, 0.02571401372551918, -0.015821760520339012, 0.0059297760017216206, 0.12327717989683151, 0.11431120336055756, -0.126715749502182, -0.052547648549079895, -0.06306339055299759, -0.08449548482894897, -0.044861067086458206, 0.030838407576084137, 0.037995077669620514, 0.045936476439237595, 0.23867325484752655, 0.007765117567032576, 0.053257301449775696, 0.04455438256263733, 0.014407169073820114, 0.06501194834709167, 0.11008983850479126, -0.05894824117422104, -0.09719445556402206, -0.028582042083144188, 0.10156717151403427, 0.007986726239323616, -0.04139331728219986, -0.05712985619902611, 0.07059531658887863, 0.018587570637464523, 0.12360043078660965, 0.08000938594341278, 0.003056557849049568, -0.0755772516131401, -0.062465377151966095, 0.17764076590538025, -0.15825673937797546, 0.04532013460993767, 0.03055616281926632, -0.0341108962893486, -0.009745313785970211, 0.012105142697691917, 0.025474950671195984, -0.021481726318597794, 0.09522198140621185, -0.05601342022418976, -0.034448131918907166, -0.11389608681201935, -0.03694311901926994, 0.030394554138183594, 0.011153047904372215, -0.02865210548043251, -0.03502652049064636, -0.08865131437778473, -0.06405586749315262, 0.09101516753435135, -0.07148737460374832, -0.04784895107150078, -0.016645915806293488, -0.07833752781152725, 0.021804187446832657, 0.01691517047584057, 0.09064167737960815, -0.0222476739436388, 0.03985358029603958, -0.0550384595990181, 0.061440225690603256, 0.11723454296588898, 0.027987057343125343, -0.05787884071469307, 0.061519939452409744, -0.2424532175064087, 0.10252492874860764, -0.07715212553739548, 0.04971238598227501, -0.15203025937080383, -0.02478341944515705, 0.03986154496669769, 0.01284773275256157, -0.008251311257481575, 0.14196595549583435, -0.21994100511074066, -0.030957341194152832, 0.16964265704154968, -0.10025953501462936, -0.08109250664710999, 0.060782887041568756, -0.05354252830147743, 0.11210215091705322, 0.04557164013385773, -0.02375967986881733, 0.05775221437215805, -0.14725260436534882, -0.011030761525034904, -0.041942402720451355, -0.0180682260543108, 0.16207332909107208, 0.0703711211681366, -0.06047816202044487, 0.07456906884908676, 0.01960151270031929, -0.014246034435927868, -0.04887177795171738, -0.02822130173444748, -0.1047162413597107, 0.01184528972953558, -0.06102835759520531, 0.018109694123268127, -0.021768750622868538, -0.09445013850927353, -0.029118487611413002, -0.17402999103069305, -0.0031633328180760145, 0.08821269869804382, -0.011630427092313766, -0.021509924903512, -0.11245372891426086, 0.009332616813480854, 0.030967719852924347, 0.0002618339203763753, -0.13677829504013062, -0.06033218279480934, 0.026970699429512024, -0.16097871959209442, 0.029791243374347687, -0.05741601809859276, 0.04530094936490059, 0.04005871340632439, -0.03433511033654213, -0.03489551320672035, 0.010874404571950436, 0.010431389324367046, -0.01894843392074108, -0.25422003865242004, -0.01882786676287651, -0.0234990194439888, 0.1751047968864441, -0.22956320643424988, 0.042598169296979904, 0.07489731162786484, 0.1460893303155899, 0.007349682506173849, -0.03550100699067116, 0.015185600146651268, -0.07262228429317474, -0.03268764168024063, -0.06316669285297394, -0.01207790058106184, -0.038400664925575256, -0.05820201337337494, 0.04906858503818512, -0.1686294972896576, -0.030321966856718063, 0.10717973858118057, 0.06342670321464539, -0.1473218947649002, -0.02780107781291008, -0.04056945815682411, -0.04624456167221069, -0.06676914542913437, -0.05461418256163597, 0.11812574416399002, 0.056411582976579666, 0.04860803112387657, -0.07140495628118515, -0.07455260306596756, 0.008036690764129162, -0.01956399530172348, -0.014917809516191483, 0.09334591031074524, 0.07554110884666443, -0.12264352291822433, 0.09177418053150177, 0.09668384492397308, 0.08576478064060211, 0.10314212739467621, -0.014663571491837502, -0.08914592862129211, -0.040637146681547165, 0.02245822176337242, 0.016187267377972603, 0.15129362046718597, -0.012961224652826786, 0.055492039769887924, 0.0358695350587368, -0.014034898020327091, 0.011105312965810299, -0.09736533463001251, 0.02655916102230549, 0.030835967510938644, -0.016302183270454407, 0.03745110332965851, -0.0447014644742012, 0.019208140671253204, 0.09039704501628876, 0.040895868092775345, 0.040978945791721344, 0.010155045427381992, -0.04354988783597946, -0.11037563532590866, 0.1787576973438263, -0.12389461696147919, -0.24818050861358643, -0.13812170922756195, 0.010281167924404144, 0.04737642779946327, -0.010411068797111511, 0.006690691225230694, -0.06616118550300598, -0.1175973042845726, -0.09878289699554443, 0.018617089837789536, 0.045352302491664886, -0.07590975612401962, -0.06842505931854248, 0.06414616107940674, 0.03875524550676346, -0.13939815759658813, 0.024007495492696762, 0.04662325978279114, -0.08205481618642807, -0.0029386086389422417, 0.0791812464594841, 0.06965780258178711, 0.17661017179489136, 0.013885351829230785, -0.023669935762882233, 0.026634456589818, 0.20819635689258575, -0.1436755359172821, 0.10975687950849533, 0.13545554876327515, -0.08767466992139816, 0.08120133727788925, 0.1998777538537979, 0.03777998685836792, -0.10680917650461197, 0.03608465939760208, 0.028374753892421722, -0.028325283899903297, -0.2502254545688629, -0.06958996504545212, 0.0019060121849179268, -0.05172049254179001, 0.07064855098724365, 0.08791537582874298, 0.09593888372182846, 0.016860228031873703, -0.09976044297218323, -0.07697858661413193, 0.046900223940610886, 0.10824491083621979, -0.00015424020239152014, -0.015208319760859013, 0.0904119610786438, -0.03033481352031231, 0.01743943803012371, 0.09215071052312851, 0.0030607767403125763, 0.17535938322544098, 0.051709048449993134, 0.17189906537532806, 0.07866133749485016, 0.06444311141967773, 0.02004685252904892, 0.007725914940237999, 0.021817529574036598, 0.017227526754140854, -0.0030957073904573917, -0.08709781616926193, -0.0034981227945536375, 0.1202581599354744, 0.049845851957798004, 0.029173865914344788, 0.012042860500514507, -0.030704669654369354, 0.08337877690792084, 0.1770893782377243, 0.0029054484330117702, -0.1893385946750641, -0.07169844210147858, 0.07795937359333038, -0.08648337423801422, -0.10729733109474182, -0.029470939189195633, 0.041069481521844864, -0.1729043871164322, 0.016882894560694695, -0.019335895776748657, 0.10788324475288391, -0.13190391659736633, -0.01772487722337246, 0.05657728388905525, 0.06932812184095383, -0.009677323512732983, 0.06694949418306351, -0.16090403497219086, 0.11770165711641312, 0.01751571334898472, 0.06636732816696167, -0.09608277678489685, 0.09618937969207764, -0.007830657996237278, 0.0041499207727611065, 0.1410749852657318, 0.010120149701833725, -0.05952107161283493, -0.09608154743909836, -0.10546442121267319, -0.009841260500252247, 0.1306990385055542, -0.14852415025234222, 0.08813067525625229, -0.02661319263279438, -0.044553373008966446, 0.003614129964262247, -0.12497276812791824, -0.13103094696998596, -0.18366187810897827, 0.05707118660211563, -0.12947207689285278, 0.04045100137591362, -0.10902881622314453, -0.045833900570869446, -0.02098964899778366, 0.20040063560009003, -0.23137451708316803, -0.06714103370904922, -0.1551055610179901, -0.08061286807060242, 0.14446212351322174, -0.046455029398202896, 0.08550118654966354, 0.0008278203313238919, 0.19068008661270142, 0.021319707855582237, -0.017237508669495583, 0.1072206199169159, -0.10052918642759323, -0.2010865956544876, -0.09273224323987961, 0.15895552933216095, 0.13766798377037048, 0.03809428587555885, -0.004381525795906782, 0.03171157464385033, -0.02098114788532257, -0.12076930701732635, 0.020226983353495598, 0.17317426204681396, 0.08982043713331223, 0.025265544652938843, -0.02972041629254818, -0.11267432570457458, -0.07061342149972916, -0.03774050623178482, 0.024755435064435005, 0.18072067201137543, -0.07222156971693039, 0.18405316770076752, 0.13775517046451569, -0.05534014105796814, -0.19904261827468872, 0.021996473893523216, 0.04293542355298996, 0.0070380112156271935, 0.0323902890086174, -0.20307663083076477, 0.09384101629257202, 0.0008334947633557022, -0.05131231248378754, 0.1379684954881668, -0.1823476254940033, -0.151598259806633, 0.06042521819472313, 0.043563615530729294, -0.19374065101146698, -0.12374074012041092, -0.08848230540752411, -0.04693066328763962, -0.15487661957740784, 0.10312657803297043, 0.0020827590487897396, 0.008401188999414444, 0.03778626397252083, 0.02252252586185932, 0.012139533646404743, -0.04198719933629036, 0.1914343535900116, -0.025891713798046112, 0.03347287327051163, -0.0790715217590332, -0.060851071029901505, 0.062408581376075745, -0.058187782764434814, 0.0755455270409584, -0.025226406753063202, 0.015947066247463226, -0.10598332434892654, -0.048235729336738586, -0.02852320298552513, 0.019321219995617867, -0.09431382268667221, -0.09348297864198685, -0.04829427972435951, 0.09367614984512329, 0.09042316675186157, -0.03652578964829445, -0.03649144619703293, -0.078715980052948, 0.038977332413196564, 0.17627815902233124, 0.18159319460391998, 0.04659178853034973, -0.07959239184856415, -0.001915142871439457, -0.014336181804537773, 0.04684065282344818, -0.22077152132987976, 0.060553863644599915, 0.04557652771472931, 0.016117896884679794, 0.11537692695856094, -0.0208132341504097, -0.16198977828025818, -0.06710557639598846, 0.061360616236925125, -0.06944561004638672, -0.17825035750865936, 0.0039279889315366745, 0.07344977557659149, -0.16578389704227448, -0.037031736224889755, 0.04200848564505577, -0.01189455483108759, -0.0403641052544117, 0.012352054007351398, 0.08063354343175888, 0.007078902795910835, 0.07699975371360779, 0.055281639099121094, 0.09124495089054108, -0.10227900743484497, 0.07410510629415512, 0.08149529248476028, -0.08644098788499832, 0.030720343813300133, 0.09573426842689514, -0.06469762325286865, -0.0346054881811142, 0.04237886518239975, 0.08354541659355164, 0.024281201884150505, -0.04682289808988571, 0.0023111123591661453, -0.09734189510345459, 0.05927345156669617, 0.11483542621135712, 0.03496333956718445, 0.011234734207391739, 0.03813567012548447, 0.04486291855573654, -0.08093374222517014, 0.11926916986703873, 0.023795632645487785, 0.020354853942990303, -0.04112942889332771, -0.040553025901317596, 0.035851649940013885, -0.026020776480436325, -0.011440055444836617, -0.035174157470464706, -0.0722682997584343, -0.014069457538425922, -0.16000694036483765, -0.0076758842915296555, -0.03660871088504791, 0.005114538595080376, 0.022510098293423653, -0.03652830421924591, 0.00792311318218708, 0.012217256240546703, -0.06868947297334671, -0.05553458258509636, -0.023233558982610703, 0.09422210603952408, -0.16494666039943695, 0.0220257006585598, 0.0823851153254509, -0.12121747434139252, 0.09289738535881042, 0.016782134771347046, 0.00412249518558383, 0.026962365955114365, -0.1545863002538681, 0.04763968288898468, -0.020152103155851364, 0.013473534025251865, 0.04222847521305084, -0.21637047827243805, -0.004404853098094463, -0.04015503451228142, -0.05566934496164322, -0.008993052877485752, -0.0319182425737381, -0.11338426172733307, 0.09645436704158783, 0.011025024577975273, -0.08443772792816162, -0.02965564839541912, 0.03353232145309448, 0.07690354436635971, -0.027447547763586044, 0.1498211771249771, -0.004663881380110979, 0.07559948414564133, -0.17581342160701752, -0.02282017655670643, -0.011197620071470737, 0.022367527708411217, -0.021871577948331833, -0.01622559316456318, 0.04623444378376007, -0.02704801969230175, 0.19120801985263824, -0.024701936170458794, 0.049393873661756516, 0.06364397704601288, 0.009232889860868454, -0.013832193799316883, 0.11151392012834549, 0.05708572641015053, 0.024334950372576714, 0.022262847051024437, 0.003451440716162324, -0.04008655622601509, -0.009981024079024792, -0.18596695363521576, 0.06803664565086365, 0.14585918188095093, 0.09060460329055786, -0.012669353745877743, 0.0707244873046875, -0.10161512345075607, -0.12005364894866943, 0.10127941519021988, -0.06415384262800217, -0.010188822634518147, -0.06542414426803589, 0.14027701318264008, 0.14953285455703735, -0.1886233240365982, 0.06583356112241745, -0.06602055579423904, -0.0566304549574852, -0.11457879096269608, -0.1930263340473175, -0.057075321674346924, -0.050602465867996216, -0.018466074019670486, -0.05384097993373871, 0.06939727067947388, 0.05750798434019089, 0.01126816775649786, 0.00868057832121849, 0.08568526059389114, -0.009656033478677273, 0.00248199631460011, 0.030120067298412323, 0.06713981181383133, 0.016768986359238625, -0.0321255661547184, 0.0179112758487463, -0.00597198773175478, 0.034156378358602524, 0.059282708913087845, 0.03608176112174988, -0.028436895459890366, 0.015559280291199684, -0.034912437200546265, -0.11309733241796494, 0.042801856994628906, -0.029640642926096916, -0.0749855786561966, 0.1347348988056183, 0.026981467381119728, 0.005015076603740454, -0.023140020668506622, 0.2503887414932251, -0.07436972856521606, -0.09334370493888855, -0.14373961091041565, 0.11701542884111404, -0.04212593287229538, 0.0635172426700592, 0.03596310690045357, -0.10810714215040207, 0.017985546961426735, 0.1320217251777649, 0.15442703664302826, -0.04732590913772583, 0.019251897931098938, 0.028577854856848717, 0.00439635943621397, -0.04075566306710243, 0.05177190154790878, 0.07100846618413925, 0.14500564336776733, -0.05157303810119629, 0.08530787378549576, 0.002609728369861841, -0.1021018698811531, -0.041973695158958435, 0.11415864527225494, -0.014296893030405045, 0.017620453611016273, -0.057136841118335724, 0.124222531914711, -0.05874236673116684, -0.23697422444820404, 0.06316976249217987, -0.0765061303973198, -0.1432730257511139, -0.024886758998036385, 0.071670763194561, -0.016632623970508575, 0.02605951391160488, 0.07167234271764755, -0.0754380151629448, 0.18880942463874817, 0.03957989811897278, -0.05233397334814072, -0.05954399332404137, 0.0744764655828476, -0.11850855499505997, 0.27879106998443604, 0.010482731275260448, 0.051307905465364456, 0.1042102724313736, -0.02021743729710579, -0.13270841538906097, 0.023401619866490364, 0.09579801559448242, -0.08917027711868286, 0.04087764397263527, 0.21448291838169098, -0.00629545608535409, 0.11935057491064072, 0.07611140608787537, -0.07468950748443604, 0.047562725841999054, -0.11468592286109924, -0.07639975845813751, -0.08699081838130951, 0.09244474768638611, -0.06785612553358078, 0.14258281886577606, 0.12599852681159973, -0.05530165135860443, 0.011584274470806122, -0.028389399871230125, 0.045467376708984375, 0.005578654818236828, 0.100032277405262, 0.011115525849163532, -0.18496567010879517, 0.024811718612909317, 0.016259413212537766, 0.10884406417608261, -0.18112654983997345, -0.09105053544044495, 0.046958595514297485, 0.0005061255069449544, -0.06443515419960022, 0.12483241409063339, 0.057313691824674606, 0.04654949903488159, -0.0451689288020134, -0.026830285787582397, -0.006042256020009518, 0.14264579117298126, -0.10707559436559677, -0.005129707511514425 ]

[ "denoising", "speech enhancement", "speech separation", "noise suppression", "realtime", "audio-to-audio", "arxiv:2212.09019", "license:mit", "region:us" ]

[ "2212.09019" ]

[]

[]

[ "TAGS\n#denoising #speech enhancement #speech separation #noise suppression #realtime #audio-to-audio #arxiv-2212.09019 #license-mit #region-us \n" ]

[ 50 ]

[ "passage: TAGS\n#denoising #speech enhancement #speech separation #noise suppression #realtime #audio-to-audio #arxiv-2212.09019 #license-mit #region-us \n" ]

[ -0.09386157244443893, 0.08140388131141663, -0.005990553647279739, -0.04573208838701248, 0.00628346111625433, -0.08418966829776764, 0.17462746798992157, 0.06305486708879471, -0.03609583526849747, 0.05213366076350212, 0.07423191517591476, 0.13744381070137024, -0.027021825313568115, 0.03438480570912361, -0.060109637677669525, -0.22221997380256653, 0.07736293226480484, 0.004832371603697538, 0.16162075102329254, 0.06303120404481888, 0.06940969824790955, -0.05403910577297211, -0.0419304184615612, 0.007700539659708738, -0.0869336798787117, -0.02515176497399807, 0.06154826655983925, -0.10593371838331223, 0.10560852289199829, 0.04052632302045822, 0.05048736557364464, 0.08750235289335251, 0.03195174038410187, -0.2093151956796646, 0.023639928549528122, -0.021609114482998848, -0.004006172064691782, 0.04034312069416046, 0.04983822628855705, 0.047774482518434525, 0.04299677163362503, 0.10230137407779694, -0.03604263812303543, 0.11512698233127594, -0.11919990926980972, -0.18471843004226685, -0.0657263770699501, -0.01086301077157259, 0.07821574062108994, 0.07476876676082611, -0.08616262674331665, 0.09599748253822327, -0.07461664080619812, 0.02556755766272545, 0.04281638562679291, -0.23770637810230255, 0.046461980789899826, 0.01039984729140997, 0.12910014390945435, 0.02410958707332611, -0.027156349271535873, 0.11163485795259476, 0.057847484946250916, -0.00550992414355278, -0.06249723583459854, -0.08833441138267517, -0.07337914407253265, -0.04649074375629425, -0.0792756900191307, 0.0020496128126978874, 0.20910806953907013, 0.06356478482484818, -0.04229597747325897, -0.07169852405786514, 0.019455743953585625, -0.11171597987413406, -0.05462103709578514, 0.00256280112080276, 0.02251785807311535, 0.07651305943727493, -0.0790025144815445, -0.0321849025785923, -0.11420252919197083, -0.00997304916381836, -0.09722305089235306, 0.09678798913955688, 0.0019683141727000475, 0.017453232780098915, -0.07969794422388077, -0.025279631838202477, -0.050450582057237625, -0.07447805255651474, 0.03706398233771324, -0.030075738206505775, 0.008689315058290958, -0.007734569720923901, 0.002261405112221837, -0.11618170887231827, 0.08251158148050308, 0.017278360202908516, -0.10013049095869064, 0.027698025107383728, -0.08768878877162933, 0.124610036611557, 0.057518478482961655, -0.04971783980727196, 0.06337303668260574, -0.05894432216882706, 0.015351996757090092, 0.025041624903678894, 0.08489309251308441, -0.03425472602248192, -0.13045808672904968, 0.09114114195108414, -0.14304731786251068, 0.10629052668809891, 0.012216801755130291, -0.06070176139473915, -0.1510254293680191, 0.046944115310907364, -0.02136775478720665, -0.03754624351859093, -0.029311498627066612, -0.03270314261317253, 0.13238626718521118, -0.0481276772916317, -0.06818594038486481, 0.11201862245798111, -0.011340606026351452, 0.09737657755613327, -0.039501920342445374, 0.00036946573527529836, 0.015318402089178562, 0.00039004452992230654, 0.06019128859043121, -0.018752172589302063, 0.036593206226825714, -0.09409110993146896, 0.014891831204295158, -0.009183417074382305, -0.012320242822170258, 0.010961444117128849, -0.09292855113744736, -0.049840137362480164, 0.010007244534790516, -0.009301344864070415, -0.13008712232112885, -0.07320249825716019, -0.10580011457204819, 0.07080981880426407, 0.017502686008810997, 0.07004864513874054, -0.17147615551948547, 0.0854308158159256, -0.050409652292728424, 0.04569273442029953, 0.03006158024072647, 0.08578518033027649, -0.08964158594608307, 0.02453533373773098, -0.03352496027946472, -0.057699933648109436, -0.1964448094367981, 0.11090339720249176, -0.016442835330963135, 0.11168256402015686, -0.280378133058548, -0.10283692926168442, 0.08317989856004715, -0.09593424946069717, -0.03543975576758385, 0.1393083781003952, 0.0007328098290599883, 0.032137785106897354, 0.14117203652858734, 0.32210472226142883, -0.05172615498304367, -0.16560977697372437, -0.015103485435247421, 0.07290782034397125, -0.08861914277076721, -0.025663865730166435, 0.09628798067569733, -0.1479177474975586, -0.03254730999469757, -0.02015679143369198, 0.18054360151290894, 0.08669167757034302, -0.033378005027770996, -0.08940938860177994, 0.03286516293883324, -0.028628133237361908, 0.05314333364367485, -0.034213464707136154, 0.005846320651471615, -0.05814329907298088, -0.03505599498748779, 0.03426365554332733, 0.08767089992761612, 0.06403899937868118, 0.06498166918754578, -0.16077886521816254, 0.09569364786148071, -0.05953642353415489, -0.03913949057459831, -0.1614082157611847, 0.16720160841941833, -0.03341866284608841, -0.01905152015388012, 0.24710139632225037, 0.11940154433250427, 0.0030658135656267405, -0.0523952879011631, -0.04926621541380882, -0.027188165113329887, 0.012135611847043037, 0.04166250675916672, -0.014154517091810703, -0.10583461821079254, 0.10342401266098022, -0.0860927477478981, -0.060930535197257996, 0.006749630440026522, -0.08143534511327744, 0.15232183039188385, -0.017734616994857788, 0.03811747208237648, -0.015749050304293633, 0.03373604640364647, 0.05061855539679527, -0.00439418526366353, 0.007813839241862297, 0.07967577874660492, 0.00995999202132225, -0.052319273352622986, 0.2142712026834488, -0.14821259677410126, 0.1828257292509079, 0.1792244017124176, -0.10066784173250198, 0.05071170628070831, 0.056496091187000275, -0.02994992583990097, 0.02954486943781376, 0.040163151919841766, -0.0027849155012518167, 0.18639253079891205, -0.005661520641297102, 0.07736502587795258, -0.04667817801237106, 0.02051808126270771, 0.004948082845658064, -0.03500603139400482, -0.06242818012833595, 0.012901939451694489, 0.06992501020431519, -0.13606750965118408, 0.09429287165403366, 0.24461139738559723, 0.04942934215068817, 0.28498005867004395, -0.052844952791929245, -0.04258842393755913, -0.037025123834609985, -0.003543818136677146, -0.059845998883247375, 0.1655636876821518, -0.09036830812692642, -0.010929779149591923, 0.04634251818060875, 0.026350224390625954, 0.07809461653232574, -0.13938044011592865, -0.04387214407324791, -0.03291802108287811, -0.026331253349781036, -0.18290293216705322, 0.040161993354558945, -0.09623533487319946, 0.0362272746860981, -0.06461899727582932, -0.13167230784893036, 0.12766748666763306, -0.043485142290592194, -0.039864566177129745, -0.03041868284344673, -0.16968438029289246, -0.3016144931316376, -0.17354460060596466, -0.10136622190475464, 0.01846499741077423, 0.0878615528345108, 0.13423874974250793, -0.11567724496126175, -0.04698024317622185, 0.03478837013244629, 0.06549186259508133, -0.10176815092563629, -0.05440466105937958, -0.017300626263022423, 0.07142394781112671, 0.01816451922059059, -0.12244974821805954, -0.0022860367316752672, -0.03385778144001961, 0.10269096493721008, 0.00254527828656137, 0.032437749207019806, 0.017674218863248825, 0.18930712342262268, 0.10370057076215744, -0.03481079638004303, -0.06015010178089142, 0.1276017278432846, -0.15113021433353424, -0.05774971842765808, 0.10087280720472336, -0.09559807926416397, -0.006373705342411995, 0.20188432931900024, 0.07957693189382553, -0.07687217742204666, -0.0034056841395795345, 0.02650374360382557, -0.07068593055009842, -0.23555606603622437, -0.1440608948469162, -0.11008036881685257, 0.03366933763027191, -0.07651561498641968, 0.061220619827508926, 0.20248807966709137, -0.019845644012093544, 0.0008880817331373692, -0.09973329305648804, 0.0692768469452858, -0.004512710962444544, 0.2193039059638977, -0.1616561859846115, 0.07905829697847366, -0.07200277596712112, -0.10437869280576706, 0.10394399613142014, 0.05078504607081413, 0.17765118181705475, 0.2639886438846588, 0.09780488908290863, 0.07851100713014603, 0.030814530327916145, 0.1454646736383438, -0.0007936369511298835, 0.09603136032819748, -0.016819406300783157, -0.060147885233163834, -0.05727337300777435, 0.040739014744758606, 0.037964075803756714, 0.2756163775920868, -0.12941262125968933, 0.03528385981917381, -0.0986538901925087, 0.006962680723518133, 0.06056387349963188, 0.14181047677993774, -0.09134585410356522, 0.08618297427892685, 0.08795641362667084, -0.022048382088541985, -0.04101187363266945, 0.15463921427726746, 0.13298438489437103, 0.023871490731835365, 0.01699223741889, 0.0485663004219532, 0.07062254101037979, -0.06269819289445877, 0.06827595829963684, -0.14180542528629303, -0.058974362909793854, -0.03497264161705971, 0.005097198765724897, -0.1298428177833557, 0.23969967663288116, 0.06354668736457825, 0.08859775960445404, 0.05329903960227966, 0.01733916625380516, 0.03766096383333206, 0.023610763251781464, 0.16818998754024506, 0.017081627622246742, -0.22087737917900085, -0.09625844657421112, -0.06419214606285095, -0.03044901043176651, 0.14093036949634552, 0.1439785361289978, -0.12167000770568848, -0.024974718689918518, 0.011848277412354946, 0.045478492975234985, -0.09780534356832504, -0.16093803942203522, -0.10542704164981842, 0.05957881733775139, 0.2788917124271393, 0.1063353568315506, -0.03968273848295212, -0.027777226641774178, -0.07249604165554047, 0.04655926302075386, -0.023438461124897003, 0.011567890644073486, -0.046464379876852036, -0.2278217375278473, 0.1516280174255371, 0.050399381667375565, 0.0742134377360344, 0.030600683763623238, -0.033923059701919556, -0.11985678225755692, -0.05457892641425133, 0.14930234849452972, -0.04270060360431671, 0.011575230397284031, -0.07846199721097946, 0.3158355951309204, 0.014450936578214169, 0.08392009139060974, 0.00598085206001997, 0.017051801085472107, 0.04023827612400055, -0.05249499902129173, 0.09074857831001282, -0.15985648334026337, -0.07023226469755173, -0.019937148317694664, -0.05813487991690636, -0.19000577926635742, -0.04950055107474327, -0.07417237013578415, 0.19005146622657776, 0.31974220275878906, 0.008561540395021439, 0.21564382314682007, 0.29518699645996094, -0.024100160226225853, -0.23351304233074188, -0.07940714806318283, -0.08551228791475296, -0.02409905381500721, 0.09552477300167084, -0.1948111206293106, -0.05567364767193794, 0.01980709657073021, -0.07671575993299484, 0.19271385669708252, -0.21002629399299622, -0.09226273745298386, 0.2026306539773941, -0.1291581094264984, 0.323837012052536, -0.029410529881715775, -0.10163272172212601, -0.058706313371658325, -0.02429386042058468, 0.0746830478310585, -0.04341057315468788, 0.13053148984909058, 0.1457359492778778, 0.03125893324613571, 0.040444713085889816, 0.009252808056771755, 0.13323010504245758, 0.05097441375255585, 0.026141837239265442, -0.03604204207658768, -0.12048768252134323, 0.10977236181497574, 0.024309441447257996, -0.023883529007434845, -0.0986892357468605, -0.028680475428700447, -0.0799890011548996, -0.07134824246168137, 0.01413421519100666, 0.06804786622524261, 0.04907689243555069, -0.09312514215707779, -0.055557731539011, -0.006120291072875261, -0.04558858647942543, 0.011610053479671478, 0.3093782961368561, -0.12422632426023483, -0.028059648349881172, 0.05439577251672745, 0.12102478742599487, -0.1282164305448532, -0.10007859766483307, -0.02619500644505024, -0.14370866119861603, 0.09876816719770432, -0.06097140908241272, 0.04784601181745529, 0.03534848242998123, 0.012022681534290314, 0.08610367029905319, 0.028477055951952934, -0.06891238689422607, 0.10881386697292328, 0.11322926729917526, -0.013845331966876984, -0.08209112286567688, -0.03109816275537014, 0.08963189274072647, 0.1499779373407364, 0.03806421533226967, 0.11165060847997665, 0.051327820867300034, 0.005076446570456028, 0.034208789467811584, -0.01572366990149021, -0.18643774092197418, 0.14877088367938995, -0.012902837246656418, -0.015736358240246773, -0.13262508809566498, 0.12602116167545319, -0.013514761812984943, -0.11868526041507721, -0.007771828677505255, -0.04042019695043564, -0.04607019200921059, -0.08267773687839508, -0.14893615245819092, -0.08886198699474335, 0.05642904341220856, -0.07695265859365463, 0.05655423924326897, -0.12323098629713058, -0.0043756794184446335, 0.07120167464017868, 0.0006007496849633753, 0.10462982207536697, -0.08287563174962997, -0.002550233621150255, 0.004208266269415617, -0.004134863615036011, -0.06696823984384537, 0.025258038192987442, -0.11320985108613968, 0.04302264750003815, -0.00454790098592639, -0.003682655282318592, -0.10357493907213211, -0.0793304592370987, -0.07574690878391266, 0.06123795360326767, -0.07342765480279922, -0.057964056730270386, -0.05648381635546684, -0.01773342676460743, 0.021839486435055733, -0.010308505035936832, -0.022449402138590813, 0.007910840213298798, -0.1020895466208458, 0.02993195503950119, 0.04513171315193176, 0.0314539410173893, -0.037594057619571686, 0.005494659300893545, 0.01731709949672222, -0.007899588905274868, 0.1077190414071083, 0.08750291168689728, -0.060216691344976425, 0.061588410288095474, -0.2196808159351349, -0.11209119111299515, 0.17737632989883423, -0.007406738121062517, -0.06761125475168228, -0.00658965902402997, -0.02684367634356022, 0.08695575594902039, 0.044148996472358704, -0.018455607816576958, -0.0636003315448761, -0.06751681119203568, -0.020863832905888557, -0.10241171717643738, -0.10831555724143982, 0.037166494876146317, -0.10011893510818481, 0.12077559530735016, 0.04071228578686714, 0.1887829452753067, 0.007314924616366625, -0.040218014270067215, 0.013929171487689018, 0.057778529822826385, -0.05313488468527794, -0.11155766248703003, -0.11204371601343155, -0.09618588536977768, -0.038716986775398254, -0.07371802628040314, 0.18992866575717926, 0.005845169071108103, -0.197344109416008, 0.06401015818119049, 0.06597542017698288, -0.15054625272750854, 0.005726586561650038, 0.31864073872566223, 0.08742788434028625, -0.048478636890649796, -0.19189617037773132, -0.03999859839677811, 0.0006675127078779042, -0.06972958892583847, -0.10232376307249069, 0.14484192430973053, 0.07337280362844467, 0.03400760516524315, 0.12603583931922913, -0.015852712094783783, -0.12936608493328094, 0.11843270063400269, 0.0074960654601454735, -0.004817081615328789, -0.030180837959051132, 0.16577742993831635, 0.11607690900564194, 0.0382438488304615, 0.09455008804798126, 0.016223371028900146, 0.0014068740420043468, -0.14899465441703796, -0.06275337934494019, -0.03522493690252304, -0.06094394624233246, 0.04125271365046501, -0.010876107960939407, 0.09738580137491226, 0.04372038319706917, 0.04031820967793465, -0.0351448692381382, 0.13581259548664093, -0.18017588555812836, -0.11713704466819763, 0.10928450524806976, -0.041638389229774475, -0.046110041439533234, -0.10896975547075272, -0.043236032128334045, 0.1173400804400444, -0.03733491897583008, -0.0052431547082960606, -0.033784374594688416, -0.07817982137203217, -0.008832682855427265, -0.097987599670887, -0.02846277505159378, -0.01885005459189415, 0.049209851771593094, 0.070980966091156, 0.20965206623077393, 0.05635499209165573, -0.0768166035413742, 0.07456091791391373, 0.08176089823246002, -0.03521069511771202, -0.12388674169778824, -0.0005836724303662777, 0.0742155909538269, -0.015449597500264645, 0.14979985356330872, -0.05483627691864967, -0.010031753219664097, 0.027279162779450417, 0.07079488039016724, 0.2501946985721588, -0.0846368670463562, -0.0032372656278312206, -0.04174470528960228, 0.014529062435030937, -0.12350448220968246, 0.014352260157465935, 0.05759894475340843, 0.2580376863479614, 0.01877199299633503, -0.03403216227889061, -0.042471423745155334, 0.020375654101371765, -0.0238600242882967, 0.009998290799558163, 0.005266636144369841, -0.10171321034431458, 0.009591146372258663, 0.11895942687988281, -0.16562975943088531, -0.012838240712881088, -0.05674328655004501, -0.08268550038337708, -0.026207707822322845, 0.05121316388249397, 0.12297631800174713, 0.10373280942440033, 0.017590301111340523, -0.07037568837404251, -0.10863251239061356, -0.04464767873287201, -0.027157507836818695, -0.18645009398460388, -0.0331953801214695, -0.00253420346416533, 0.005370939150452614, 0.06828366219997406, 0.0013815565034747124, 0.07582103461027145, -0.04851217567920685, 0.05545248091220856, 0.03512342646718025, 0.2449706643819809, -0.004184969700872898, -0.18283866345882416, -0.04978194087743759, 0.10655876249074936, -0.031172404065728188, 0.18587316572666168, 0.08619552105665207, 0.03775126859545708, 0.07877131551504135, -0.03552962839603424, -0.1337050199508667, -0.057031746953725815, 0.018062137067317963, -0.10585114359855652, 0.04098832979798317, -0.11834344267845154, 0.02774174138903618, -0.028939273208379745, -0.029584236443042755, 0.033692941069602966, 0.12404385954141617, -0.0632091760635376, -0.06186714395880699, -0.040056243538856506, 0.004455834627151489, -0.03795192763209343, -0.054239243268966675, -0.2370215207338333, -0.020033227279782295, -0.10405445843935013, 0.07950447499752045, -0.08993455767631531, 0.006862519308924675, 0.11910372972488403, -0.046683166176080704, 0.037292223423719406, -0.17087343335151672, 0.0911412164568901, 0.012009765021502972, -0.0695909932255745, -0.009244497865438461 ]

[ "diffusers", "text-to-image", "stable-diffusion", "lora", "template:sd-lora", "base_model:stablediffusionapi/epicdream", "region:us" ]

[]

[]

[ "# Ava\n\n<Gallery />", "## Trigger words\n\nYou should use 'Ava' to trigger the image generation.", "## Download model\n\nWeights for this model are available in Safetensors format.\n\nDownload them in the Files & versions tab." ]

[ "TAGS\n#diffusers #text-to-image #stable-diffusion #lora #template-sd-lora #base_model-stablediffusionapi/epicdream #region-us \n", "# Ava\n\n<Gallery />", "## Trigger words\n\nYou should use 'Ava' to trigger the image generation.", "## Download model\n\nWeights for this model are available in Safetensors format.\n\nDownload them in the Files & versions tab." ]

[ 50, 7, 17, 28 ]

[ "passage: TAGS\n#diffusers #text-to-image #stable-diffusion #lora #template-sd-lora #base_model-stablediffusionapi/epicdream #region-us \n# Ava\n\n<Gallery />## Trigger words\n\nYou should use 'Ava' to trigger the image generation.## Download model\n\nWeights for this model are available in Safetensors format.\n\nDownload them in the Files & versions tab." ]

[ -0.11248399317264557, -0.0017978971591219306, -0.0013179914094507694, 0.03645854815840721, 0.18538087606430054, 0.0652683898806572, 0.15556059777736664, -0.01393901091068983, 0.034081049263477325, 0.045237597078084946, 0.07820562273263931, 0.0643160417675972, 0.06881503015756607, 0.23931242525577545, -0.046400286257267, -0.21289615333080292, 0.0382721945643425, -0.00343947671353817, 0.03867139294743538, 0.01977083459496498, 0.05139957368373871, -0.09487475454807281, 0.11599738150835037, -0.049972422420978546, -0.027940766885876656, 0.026826942339539528, -0.009133923798799515, -0.06742092221975327, 0.04039797559380531, 0.05601631850004196, 0.028624730184674263, 0.08525781333446503, 0.08977915346622467, -0.13006684184074402, 0.05501401051878929, -0.007144920993596315, -0.02831866592168808, 0.010565214790403843, 0.010407830588519573, 0.025499509647488594, 0.1312626451253891, -0.005190908908843994, -0.0318852998316288, -0.0002408735454082489, -0.04102981463074684, -0.1743665337562561, 0.07317093014717102, -0.0790664553642273, 0.08052067458629608, 0.009705762378871441, -0.012145556509494781, 0.021365471184253693, 0.09494398534297943, 0.04030768573284149, 0.1395992487668991, -0.19336074590682983, -0.08078056573867798, 0.26104626059532166, 0.04136667028069496, 0.23999322950839996, -0.02861894480884075, 0.1506655067205429, 0.11969324201345444, -0.015382986515760422, 0.12533216178417206, -0.014495309442281723, 0.04535160958766937, -0.08149196207523346, -0.039288632571697235, 0.033292558044195175, 0.3447873592376709, 0.02654905617237091, -0.009602900594472885, -0.1285722851753235, -0.07163070142269135, 0.10862816870212555, -0.11661196500062943, -0.007190070580691099, 0.03723277896642685, 0.008625070564448833, -0.016404693946242332, -0.09569207578897476, -0.08776659518480301, -0.04619793966412544, -0.017046596854925156, 0.061804432421922684, 0.0011776969768106937, 0.074497751891613, 0.015011109411716461, 0.06981473416090012, -0.11453304439783096, -0.19088274240493774, 0.04986286535859108, -0.1155843660235405, 0.0677947849035263, 0.06286240369081497, 0.010967881418764591, -0.17197664082050323, 0.12091588228940964, 0.0014269418315961957, 0.03174881637096405, 0.0008354421588592231, -0.07706188410520554, 0.0944356918334961, 0.02841346710920334, 0.012785091064870358, -0.055707450956106186, -0.14169429242610931, 0.07847770303487778, 0.07595198601484299, 0.09403180330991745, -0.08070115000009537, -0.14847151935100555, -0.01137507613748312, -0.08974184840917587, 0.014252306893467903, -0.023542221635580063, -0.027469992637634277, -0.07377102971076965, -0.03115665167570114, 0.13613826036453247, -0.02003740333020687, -0.07320300489664078, -0.04373350366950035, -0.009193921461701393, 0.1713193953037262, 0.06255653500556946, 0.03734951466321945, 0.09008584916591644, 0.040147565305233, -0.060154110193252563, -0.07483691722154617, -0.03568901866674423, -0.044076986610889435, -0.023574398830533028, -0.15309607982635498, 0.04267881065607071, -0.15350094437599182, -0.23302064836025238, -0.017115244641900063, 0.10333079099655151, -0.03326116129755974, 0.014715610072016716, -0.05606551468372345, 0.009284728206694126, -0.01697015017271042, 0.0058772689662873745, -0.061860617250204086, -0.06611927598714828, 0.06528667360544205, 0.022773079574108124, 0.20412367582321167, -0.0772164836525917, -0.004834647756069899, -0.08732406049966812, 0.01733700931072235, -0.263665109872818, 0.0791638046503067, -0.04417981952428818, 0.15578092634677887, -0.035361796617507935, -0.02560177631676197, -0.11806317418813705, 0.022738216444849968, 0.023108525201678276, 0.1725464165210724, -0.19344167411327362, -0.04446614533662796, 0.10232942551374435, -0.22324079275131226, -0.18732301890850067, 0.08693324774503708, 0.006140491459518671, 0.10812430828809738, 0.09245408326387405, 0.14361439645290375, -0.020886698737740517, -0.1603882908821106, 0.029435977339744568, 0.020880119875073433, -0.05332561209797859, -0.0880444347858429, 0.0838344395160675, 0.10747294872999191, -0.03809105604887009, 0.06031091511249542, -0.08309943228960037, 0.13444149494171143, -0.06395610421895981, -0.04846545681357384, -0.008535129018127918, -0.13110695779323578, -0.03473636135458946, 0.0498419851064682, 0.02502341754734516, -0.009352289140224457, 0.002032339805737138, -0.0748952105641365, 0.061986133456230164, -0.07784263044595718, -0.02090061642229557, 0.011007118970155716, 0.12366299331188202, -0.17530463635921478, 0.024574143812060356, -0.031019048765301704, -0.08201111853122711, -0.007169737946242094, 0.19707567989826202, -0.012631755322217941, -0.005138467997312546, 0.05793781951069832, 0.049456264823675156, -0.09180045872926712, -0.001270371489226818, 0.0868651494383812, -0.037876199930906296, 0.020549383014440536, -0.12362710386514664, 0.03910238295793533, -0.06203404441475868, 0.04787113517522812, -0.20741690695285797, 0.028434550389647484, -0.044873397797346115, 0.06261895596981049, 0.07734474539756775, -0.00835163053125143, 0.024435577914118767, -0.06652123481035233, -0.08467402309179306, -0.01280085276812315, 0.032262176275253296, -0.02199098840355873, -0.09809109568595886, 0.11371727287769318, -0.05222032219171524, 0.22298990190029144, 0.1813506782054901, -0.04795170575380325, 0.012133401818573475, -0.1377929151058197, 0.058150552213191986, 0.01063885260373354, -0.06059389188885689, -0.011571227572858334, -0.10324449092149734, 0.000689169333782047, 0.0921485498547554, -0.06439577788114548, 0.1379944533109665, 0.0817570611834526, -0.018141068518161774, -0.06329468637704849, 0.03469505161046982, 0.15083204209804535, 0.024712268263101578, 0.03345309570431709, 0.18828676640987396, -0.03546842932701111, 0.17211100459098816, 0.0032190587371587753, -0.09307026863098145, 0.06449019908905029, -0.007598209194839001, 0.044057078659534454, 0.13359777629375458, -0.03067397139966488, -0.018283171579241753, 0.050507910549640656, -0.10544294863939285, -0.026901409029960632, -0.07933498173952103, -0.07338901609182358, 0.03271570801734924, -0.009668754413723946, 0.16284094750881195, 0.07212258875370026, -0.09637408703565598, 0.05800842493772507, -0.0822005644440651, -0.07735324651002884, -0.016476647928357124, -0.031728919595479965, -0.03202337399125099, 0.10430052876472473, 0.030338026583194733, -0.1888400763273239, -0.0979212298989296, 0.008682438172399998, -0.06338013708591461, 0.05769665911793709, 0.054481182247400284, -0.0775889903306961, -0.07586029917001724, -0.10001324117183685, -0.035194557160139084, 0.0881841629743576, -0.02229067124426365, 0.05721234530210495, -0.016592243686318398, -0.04731157049536705, -0.06373807042837143, -0.006959986872971058, -0.058345820754766464, 0.025723405182361603, 0.10353407263755798, -0.10252812504768372, 0.17439734935760498, 0.09887667745351791, 0.009225500747561455, 0.03998827561736107, 0.001394084538333118, 0.14056791365146637, -0.09716790914535522, 0.055105119943618774, 0.23760972917079926, 0.0751829519867897, 0.04802647605538368, 0.16841258108615875, 0.04672449082136154, -0.11257825791835785, 0.0701814591884613, -0.05733403563499451, -0.15438614785671234, -0.06426629424095154, -0.09298853576183319, -0.07021306455135345, 0.01130091492086649, 0.05079560726881027, 0.0326320119202137, 0.03150922805070877, 0.219443678855896, 0.007048947270959616, -0.022918442264199257, 0.06185176596045494, 0.041704535484313965, 0.1292249709367752, -0.014680976048111916, 0.10328667610883713, -0.058005377650260925, -0.05393076688051224, 0.12612640857696533, -0.04057660698890686, 0.1897156983613968, -0.006020156666636467, -0.06154046580195427, 0.011614026501774788, 0.01023376639932394, 0.09010467678308487, 0.09821491688489914, -0.023942014202475548, -0.06497342139482498, -0.06693079322576523, -0.11425068974494934, 0.03098466247320175, 0.11612867563962936, -0.11893805861473083, -0.033053912222385406, 0.015564955770969391, 0.11802560836076736, 0.019093677401542664, -0.02019268088042736, 0.03847772255539894, -0.34545937180519104, 0.08536030352115631, 0.08526187390089035, 0.15587523579597473, -0.07706528902053833, 0.06951539218425751, 0.11574244499206543, -0.005282025784254074, 0.08147372305393219, -0.04903341084718704, 0.09348636120557785, -0.011686328798532486, -0.033212170004844666, -0.06489642709493637, 0.11960095912218094, -0.031009091064333916, -0.004376973956823349, -0.0569731704890728, 0.06259508430957794, -0.034772973507642746, 0.016278618946671486, 0.007382215932011604, -0.03214961290359497, 0.09454340487718582, 0.15734978020191193, 0.15260228514671326, -0.03242099657654762, 0.03957194462418556, -0.037704817950725555, -0.11377150565385818, 0.05669376254081726, -0.010937271639704704, -0.0529392808675766, -0.024448690935969353, 0.03728853911161423, -0.007521737366914749, 0.014423731714487076, 0.10931140184402466, -0.14754623174667358, -0.10991929471492767, -0.040087636560201645, 0.20969724655151367, 0.09071522206068039, 0.004936771467328072, -0.1178828701376915, -0.12774178385734558, 0.048898838460445404, 0.23125994205474854, -0.11774510145187378, -0.0674045979976654, -0.06176857277750969, 0.10484637320041656, 0.0024943051394075155, 0.10886837542057037, -0.05297937989234924, 0.07500019669532776, -0.10659617185592651, -0.05105249956250191, 0.07348038256168365, -0.06794395297765732, -0.03010852262377739, -0.052786685526371, 0.018219342455267906, -0.033202093094587326, -0.048427749425172806, 0.02534155733883381, 0.05820306017994881, 0.018540628254413605, -0.06912808865308762, 0.019687727093696594, 0.04930959269404411, -0.005236126948148012, 0.07628730684518814, -0.0002475641667842865, -0.21464146673679352, 0.006115600001066923, -0.05769036337733269, 0.030157579109072685, 0.26473602652549744, -0.055504269897937775, -0.026549771428108215, 0.17386500537395477, 0.010122328996658325, -0.21585820615291595, -0.020413612946867943, -0.045361630618572235, -0.022114155814051628, 0.12478464096784592, -0.09942732751369476, 0.1726158708333969, 0.05962670221924782, -0.07581431418657303, 0.2228759080171585, -0.29239895939826965, -0.12502606213092804, 0.05340902879834175, 0.18775597214698792, 0.3063228726387024, -0.23146198689937592, -0.020814843475818634, -0.1254439800977707, -0.11557888239622116, 0.007865267805755138, -0.031001677736639977, 0.05061516910791397, 0.0058684018440544605, -0.11585117131471634, 0.015834959223866463, -0.04481729492545128, 0.1397874504327774, -0.053381968289613724, 0.05897931754589081, -0.0694970190525055, 0.052408888936042786, 0.08466661721467972, -0.015531269833445549, 0.10702010989189148, -0.1826731413602829, 0.01871948130428791, -0.07121055573225021, -0.06145679950714111, 0.024305474013090134, 0.049753062427043915, 0.043306395411491394, -0.0835314393043518, -0.04246385395526886, 0.00636602146551013, 0.006415551528334618, 0.06063409149646759, 0.10336555540561676, -0.05900795757770538, 0.021344121545553207, 0.12212461978197098, -0.017307844012975693, -0.04339097440242767, 0.048146266490221024, -0.06430575251579285, -0.06968875229358673, 0.13136090338230133, -0.1970728486776352, -0.009891241788864136, 0.09553485363721848, -0.027825836092233658, 0.05987159535288811, 0.026852117851376534, 0.030539754778146744, 0.10084642469882965, 0.17570555210113525, -0.07559046149253845, -0.06039976328611374, -0.08355581015348434, -0.039987847208976746, 0.0578378289937973, 0.052111394703388214, 0.08569760620594025, -0.07756399363279343, 0.06099259480834007, -0.011082468554377556, 0.024250326678156853, 0.03852265700697899, 0.0542759969830513, 0.06545211374759674, -0.035920217633247375, -0.09028752893209457, 0.07798837870359421, 0.005523171275854111, -0.08981819450855255, -0.05360402911901474, 0.03179484233260155, -0.08415407687425613, -0.0443299375474453, -0.06325963884592056, 0.0541134849190712, -0.15360695123672485, -0.0167855117470026, -0.04972667247056961, -0.07259032875299454, -0.04649326577782631, 0.007802547886967659, 0.06910128891468048, -0.08850523829460144, 0.01747567392885685, -0.022195903584361076, -0.0027391875628381968, 0.11621710658073425, 0.09751850366592407, 0.09470149129629135, -0.21612507104873657, -0.20630644261837006, 0.03062395565211773, -0.030854759737849236, -0.12073511630296707, -0.04715868830680847, -0.02827942557632923, 0.02716425247490406, -0.12300681322813034, 0.10225262492895126, -0.09549466520547867, -0.027481772005558014, -0.06094467267394066, -0.05383966118097305, -0.051323216408491135, -0.009963973425328732, -0.033313050866127014, 0.0218343585729599, 0.009959285147488117, 0.03691732510924339, -0.05698424205183983, -0.06808973848819733, 0.00900314375758171, -0.06141246110200882, 0.07034207880496979, -0.03021419793367386, -0.07865852862596512, -0.047666434198617935, -0.21093671023845673, 0.0005821891827508807, 0.14712868630886078, 0.035977158695459366, -0.06804457306861877, 0.1349838823080063, 0.05414802208542824, 0.026784028857946396, 0.0061013842932879925, -0.03664474934339523, -0.06143927574157715, -0.10144452750682831, 0.07887658476829529, -0.054689254611730576, -0.02956404536962509, 0.020447038114070892, -0.018374484032392502, 0.14252406358718872, 0.059342775493860245, 0.09580186009407043, -0.07666514813899994, 0.012640224769711494, -0.11569062620401382, 0.041656166315078735, 0.013300811871886253, -0.11318855732679367, -0.058306217193603516, -0.05115623027086258, -0.01051980908960104, -0.045886024832725525, 0.19541902840137482, 0.08725565671920776, -0.03541585057973862, -0.017087407410144806, 0.10956043750047684, 0.1551268845796585, -0.004921337589621544, 0.2765500247478485, 0.1193121075630188, 0.07093925029039383, -0.08136795461177826, 0.09878887236118317, 0.131711944937706, -0.031177522614598274, -0.10006782412528992, 0.036901071667671204, -0.0735156238079071, 0.07769761979579926, 0.027194205671548843, 0.08140620589256287, 0.00565691664814949, 0.008463259786367416, -0.048535801470279694, 0.053162310272455215, 0.015407133847475052, 0.006094249896705151, 0.23920200765132904, -0.024620182812213898, -0.06095730885863304, 0.05630675330758095, -0.008735238574445248, -0.09600704163312912, -0.19944153726100922, -0.10245592147111893, -0.22620093822479248, 0.06744343042373657, -0.06520163267850876, -0.031761329621076584, 0.1659349501132965, 0.023602671921253204, 0.009853021241724491, 0.1292261779308319, 0.030425433069467545, -0.04252087324857712, 0.1268494874238968, -0.022907927632331848, -0.042650215327739716, 0.02884124033153057, -0.05298522114753723, 0.08279511332511902, -0.013980760239064693, -0.05389365926384926, 0.029593177139759064, -0.0011537721147760749, 0.056547943502664566, 0.021208442747592926, -0.08251244574785233, -0.07409793883562088, 0.017087383195757866, -0.025403857231140137, 0.08241038024425507, 0.019161932170391083, -0.003830202156677842, 0.007120409980416298, 0.13185091316699982, -0.031054915860295296, -0.022110136225819588, -0.06791852414608002, -0.03153130039572716, -0.08037716895341873, 0.07983040809631348, -0.07475557923316956, -0.0928422063589096, -0.012876293621957302, 0.21021901071071625, 0.18445098400115967, -0.11131700128316879, -0.025943223387002945, -0.03275895491242409, 0.0025417825672775507, -0.07527884840965271, 0.050313252955675125, 0.029651081189513206, 0.18001727759838104, -0.08215153962373734, 0.033392637968063354, -0.12644150853157043, -0.02102256938815117, -0.06392399221658707, -0.1728043258190155, 0.03775523602962494, -0.017389526590704918, -0.07526087760925293, 0.152365043759346, -0.09287282079458237, -0.003385358490049839, 0.07136116176843643, -0.058339674025774, -0.0013333632377907634, -0.13228890299797058, 0.017113342881202698, 0.09039673209190369, -0.05107186362147331, -0.11960679292678833, 0.00839780643582344, -0.09028269350528717, -0.00015423225704580545, -0.09347327798604965, -0.06019112840294838, -0.0316460058093071, -0.14809440076351166, 0.14513562619686127, -0.06247398629784584, -0.010928811505436897, -0.017941193655133247, -0.011198751628398895, -0.0010042748181149364, 0.0918804258108139, -0.033722471445798874, -0.028301918879151344, 0.002797829918563366, 0.032375141978263855, -0.05753963068127632, 0.09315891563892365, 0.024596460163593292, 0.004001182038336992, 0.01052857842296362, 0.1581210047006607, -0.04680659621953964, -0.04134991019964218, 0.05095360055565834, -0.1249883770942688, 0.0718795508146286, -0.01698177121579647, 0.018193459138274193, -0.043387189507484436, -0.014753238297998905, 0.06781160086393356, 0.07234913855791092, -0.05242857709527016, 0.07091697305440903, -0.08911847323179245, -0.07725271582603455, 0.08209575712680817, -0.02010348252952099, -0.21940220892429352, 0.014470218680799007, -0.19462472200393677, 0.021052535623311996, -0.033594075590372086, 0.02176368422806263, 0.23065198957920074, 0.00884096510708332, -0.014259103685617447, -0.1906556785106659, 0.05062439665198326, 0.07768741250038147, -0.11262741684913635, -0.0759718045592308 ]

[ "peft", "safetensors", "mistral", "trl", "sft", "generated_from_trainer", "base_model:TheBloke/zephyr-7B-beta-GPTQ", "license:mit", "4-bit", "region:us" ]

[]

[]

[ "# SumCase_3.0\n\nThis model is a fine-tuned version of TheBloke/zephyr-7B-beta-GPTQ on the None dataset.", "## Model description\n\nMore information needed", "## Intended uses & limitations\n\nMore information needed", "## Training and evaluation data\n\nMore information needed", "## Training procedure", "### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 0.0002\n- train_batch_size: 8\n- eval_batch_size: 8\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: cosine\n- training_steps: 250\n- mixed_precision_training: Native AMP", "### Training results", "### Framework versions\n\n- PEFT 0.8.2\n- Transformers 4.37.2\n- Pytorch 2.1.2\n- Datasets 2.17.0\n- Tokenizers 0.15.1" ]

[ "TAGS\n#peft #safetensors #mistral #trl #sft #generated_from_trainer #base_model-TheBloke/zephyr-7B-beta-GPTQ #license-mit #4-bit #region-us \n", "# SumCase_3.0\n\nThis model is a fine-tuned version of TheBloke/zephyr-7B-beta-GPTQ on the None dataset.", "## Model description\n\nMore information needed", "## Intended uses & limitations\n\nMore information needed", "## Training and evaluation data\n\nMore information needed", "## Training procedure", "### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 0.0002\n- train_batch_size: 8\n- eval_batch_size: 8\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: cosine\n- training_steps: 250\n- mixed_precision_training: Native AMP", "### Training results", "### Framework versions\n\n- PEFT 0.8.2\n- Transformers 4.37.2\n- Pytorch 2.1.2\n- Datasets 2.17.0\n- Tokenizers 0.15.1" ]

[ 57, 37, 6, 12, 8, 3, 102, 4, 36 ]

[ "passage: TAGS\n#peft #safetensors #mistral #trl #sft #generated_from_trainer #base_model-TheBloke/zephyr-7B-beta-GPTQ #license-mit #4-bit #region-us \n# SumCase_3.0\n\nThis model is a fine-tuned version of TheBloke/zephyr-7B-beta-GPTQ on the None dataset.## Model description\n\nMore information needed## Intended uses & limitations\n\nMore information needed## Training and evaluation data\n\nMore information needed## Training procedure### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 0.0002\n- train_batch_size: 8\n- eval_batch_size: 8\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: cosine\n- training_steps: 250\n- mixed_precision_training: Native AMP### Training results### Framework versions\n\n- PEFT 0.8.2\n- Transformers 4.37.2\n- Pytorch 2.1.2\n- Datasets 2.17.0\n- Tokenizers 0.15.1" ]

[ -0.10051421076059341, 0.023849256336688995, -0.0020008243154734373, 0.05735635757446289, 0.11579877883195877, 0.032986801117658615, 0.13029582798480988, 0.11640999466180801, -0.04639122262597084, 0.05541256442666054, 0.048380665481090546, 0.01827879622578621, 0.06839797645807266, 0.18082134425640106, -0.011299828067421913, -0.24997103214263916, 0.007863648235797882, -0.01641532965004444, -0.0744536817073822, 0.10146480798721313, 0.11048229783773422, -0.1094261035323143, 0.04075102135539055, 0.007569102104753256, -0.14742450416088104, 0.00013754797691944987, -0.009107786230742931, -0.039313919842243195, 0.11389847099781036, 0.02823520079255104, 0.1162654235959053, 0.01822294108569622, 0.14547574520111084, -0.24653761088848114, 0.01567830890417099, 0.08468636870384216, 0.04694383963942528, 0.07658221572637558, 0.05351239815354347, 0.005010462831705809, 0.11409543454647064, -0.12230447679758072, 0.10231555998325348, 0.018392296507954597, -0.09261838346719742, -0.20826666057109833, -0.11184339970350266, 0.0631604716181755, 0.09251143038272858, 0.07776618003845215, 0.004771730862557888, 0.13759735226631165, -0.10065305233001709, 0.044324569404125214, 0.20560532808303833, -0.23828904330730438, -0.08795152604579926, 0.05451498553156853, 0.06755753606557846, 0.07244385033845901, -0.12648294866085052, -0.021627454087138176, 0.04234589263796806, 0.035124339163303375, 0.0776962861418724, -0.011656711809337139, -0.048626046627759933, -0.009758975356817245, -0.14720529317855835, -0.020497824996709824, 0.1341206133365631, 0.033374059945344925, -0.04845656827092171, -0.07693720608949661, -0.02531594969332218, -0.0687011256814003, -0.04379650205373764, -0.03034532256424427, 0.01708316244184971, -0.013895640149712563, -0.04610646888613701, -0.06275580078363419, -0.10660874843597412, -0.10204312205314636, -0.0008345241076312959, 0.13208089768886566, 0.03487681224942207, 0.005123836919665337, -0.026382362470030785, 0.12708015739917755, -0.0308733731508255, -0.08383481949567795, -0.011363130994141102, -0.019466334953904152, -0.0953226089477539, -0.07174709439277649, -0.032971493899822235, -0.023488253355026245, 0.021375909447669983, 0.14797623455524445, -0.0915997326374054, 0.09092607349157333, 0.00830213911831379, 0.03687271475791931, -0.033150140196084976, 0.08974231034517288, -0.007888357155025005, -0.009331327863037586, 0.00008598676504334435, 0.08751822263002396, -0.017531881108880043, -0.008778423070907593, -0.056721389293670654, -0.01807248406112194, 0.05308057740330696, 0.059681158512830734, -0.0498875230550766, 0.023851335048675537, -0.06082259863615036, -0.015092534944415092, 0.01767038367688656, -0.09959076344966888, 0.032203953713178635, 0.0032622988801449537, -0.03862632438540459, -0.04955560341477394, 0.013702590949833393, 0.024941634386777878, 0.012438311241567135, 0.07932727783918381, -0.06309052556753159, 0.0015299299266189337, -0.0920906513929367, -0.0632319524884224, 0.022139741107821465, -0.015204784460365772, -0.014894284307956696, -0.09095466136932373, -0.1787945032119751, -0.05861041322350502, 0.028547188267111778, -0.0489790104329586, -0.01403814647346735, -0.035433895885944366, -0.032048970460891724, 0.0333009772002697, -0.020480718463659286, 0.1724986881017685, -0.05955462157726288, 0.09681989997625351, -0.05913952365517616, 0.006908975541591644, -0.014786477200686932, 0.017481420189142227, -0.07642020285129547, 0.035102762281894684, -0.10779205709695816, 0.050309453159570694, -0.11693815141916275, -0.008285599760711193, -0.1301831603050232, -0.08482514321804047, -0.04912701994180679, -0.025917263701558113, 0.07920552790164948, 0.09638410806655884, -0.20160050690174103, -0.02598334103822708, 0.17207632958889008, -0.10813339054584503, -0.04153834655880928, 0.0945153757929802, -0.05349383503198624, 0.0636162981390953, 0.055913202464580536, 0.16565680503845215, 0.13021942973136902, -0.14753378927707672, 0.04196017235517502, 0.007498203311115503, 0.08814527839422226, 0.0615994967520237, 0.058608949184417725, -0.04067304730415344, -0.05246280878782272, 0.0048623159527778625, -0.04810506850481033, 0.04333322122693062, -0.08914782851934433, -0.0644015446305275, -0.03196188434958458, -0.0749814584851265, 0.06813347339630127, 0.02917269989848137, 0.01952180452644825, -0.0818011537194252, -0.08717194944620132, 0.08984985202550888, 0.14067146182060242, -0.05153276026248932, 0.0049526868388056755, -0.060430627316236496, 0.03339988738298416, 0.0004925943212583661, -0.025336269289255142, -0.17267337441444397, -0.12133199721574783, 0.03075319156050682, -0.041494518518447876, 0.028490116819739342, 0.031000830233097076, 0.0723264068365097, 0.06715545058250427, -0.07422111928462982, -0.01321779191493988, -0.10105030983686447, 0.010183276608586311, -0.11451926082372665, -0.2052733451128006, -0.03792298585176468, -0.040878333151340485, 0.18459224700927734, -0.23322877287864685, 0.010397170670330524, 0.012919374741613865, 0.12512777745723724, 0.034728940576314926, -0.050479792058467865, -0.01700497977435589, 0.08274543285369873, 0.020687906071543694, -0.0871409997344017, 0.04663999378681183, 0.01199390646070242, -0.08915390074253082, -0.021626397967338562, -0.1488494724035263, 0.01139834150671959, 0.0698653981089592, 0.05903103947639465, -0.12152843922376633, -0.12008794397115707, -0.059418968856334686, -0.042702894657850266, -0.08680935204029083, 0.005865170154720545, 0.1724727600812912, 0.0044254218228161335, 0.09763576835393906, -0.06735391914844513, -0.06089496612548828, -0.004124573897570372, -0.012667148374021053, 0.0338352769613266, 0.08181345462799072, 0.08243546634912491, -0.14248327910900116, 0.08921299129724503, 0.12095469981431961, -0.040237270295619965, 0.17095425724983215, -0.061928149312734604, -0.08972883969545364, -0.013962361961603165, 0.03302604332566261, -0.0042823925614356995, 0.13806912302970886, -0.045132432132959366, 0.03784433752298355, 0.018653729930520058, 0.0456206314265728, 0.03312232345342636, -0.2048463076353073, -0.019297761842608452, 0.005332124885171652, -0.040386710315942764, -0.02099671959877014, -0.01904195360839367, 0.02575228549540043, 0.09246394783258438, 0.018456635996699333, 0.012017771601676941, 0.012282159179449081, -0.004902578424662352, -0.09679757058620453, 0.19806231558322906, -0.1434135138988495, -0.11951985955238342, -0.08648420870304108, 0.06801654398441315, 0.02189039997756481, -0.022854972630739212, 0.023450078442692757, -0.08583534508943558, -0.02381790243089199, -0.06795313209295273, 0.019778743386268616, -0.03415417671203613, -0.01281690876930952, -0.007955562323331833, 0.014730666764080524, 0.06698166579008102, -0.11567769199609756, 0.005147288553416729, -0.025229254737496376, -0.0893213078379631, 0.028663307428359985, 0.020018335431814194, 0.07103874534368515, 0.14490261673927307, -0.006145336199551821, -0.016136886551976204, -0.0712587907910347, 0.19230301678180695, -0.09028953313827515, -0.002860960317775607, 0.1069510206580162, 0.01022137887775898, 0.04385821893811226, 0.08587842434644699, 0.04178981855511665, -0.09866506606340408, 0.03796331211924553, 0.06324795633554459, -0.035290781408548355, -0.24217775464057922, -0.05364399775862694, -0.05071863532066345, -0.08248011022806168, 0.08805783092975616, 0.05386512354016304, -0.020568953827023506, 0.05777765065431595, -0.03682101517915726, 0.018918577581644058, 0.027624672278761864, 0.07815509289503098, 0.06919973343610764, 0.028225881978869438, 0.09476392716169357, -0.02822120673954487, -0.002261736895889044, 0.07287643104791641, 0.038739144802093506, 0.26683861017227173, -0.0026233866810798645, 0.05587884411215782, 0.0728086531162262, 0.150039941072464, 0.0018293809844180942, 0.023143338039517403, 0.040518682450056076, -0.01425805501639843, -0.013266939669847488, -0.057815905660390854, -0.041824501007795334, 0.04818335548043251, -0.002919618971645832, 0.018168607726693153, -0.08791086077690125, -0.020298201590776443, 0.01822393201291561, 0.2723376750946045, 0.02208753488957882, -0.2244347631931305, -0.08846057206392288, 0.01720256917178631, -0.035245176404714584, -0.06601721793413162, 0.007298027630895376, 0.14882546663284302, -0.1538623720407486, 0.048588160425424576, -0.05886045843362808, 0.08347242325544357, -0.03684074804186821, -0.018641190603375435, 0.0370296835899353, 0.10620183497667313, -0.016775095835328102, 0.08044573664665222, -0.2251134067773819, 0.24051222205162048, 0.009136554785072803, 0.10177130997180939, -0.048905156552791595, 0.023628387600183487, 0.03054451011121273, 0.04889925569295883, 0.07780308276414871, 0.0018695787293836474, -0.1238475814461708, -0.21398060023784637, -0.049856968224048615, 0.046072106808423996, 0.12773393094539642, -0.03835837543010712, 0.0641172006726265, -0.04771670699119568, 0.028232663869857788, 0.04860933870077133, -0.08953402936458588, -0.20099791884422302, -0.1210448369383812, 0.0037871396634727716, 0.0018082624301314354, -0.02002630941569805, -0.12746402621269226, -0.08982111513614655, -0.008934932760894299, 0.13900113105773926, -0.03594287857413292, -0.03306511417031288, -0.14017783105373383, 0.09000758081674576, 0.1153162270784378, -0.04574451968073845, 0.03128131106495857, 0.04139191284775734, 0.11610398441553116, 0.0034898456651717424, -0.05281474441289902, 0.0652877613902092, -0.07914824783802032, -0.2034425288438797, -0.0830153077840805, 0.1398654729127884, 0.10153798758983612, 0.059072647243738174, 0.00860024057328701, 0.025567876175045967, 0.0315038226544857, -0.10935090482234955, 0.021841958165168762, 0.13986217975616455, 0.055717550218105316, 0.04944330081343651, -0.08130859583616257, 0.0414893701672554, -0.02670178934931755, -0.050875574350357056, 0.12686583399772644, 0.2577919065952301, -0.0858289897441864, 0.09317426383495331, 0.054422784596681595, -0.09746658802032471, -0.17517825961112976, 0.08307585120201111, 0.13118550181388855, 0.026492049917578697, 0.03970061615109444, -0.20265421271324158, 0.05040085315704346, 0.14199677109718323, -0.024095330387353897, 0.04476192593574524, -0.3263445496559143, -0.12413208931684494, 0.07104697078466415, 0.09776893258094788, -0.01415874995291233, -0.1155557930469513, -0.035100821405649185, -0.02126753330230713, -0.09072142839431763, 0.0940246433019638, -0.1285243183374405, 0.10433916002511978, -0.005471567623317242, 0.05280603468418121, 0.02813507616519928, -0.02926553040742874, 0.16530448198318481, -0.03328786417841911, 0.09311400353908539, -0.03952857106924057, 0.06257794797420502, 0.044336285442113876, -0.04758278280496597, -0.005439906381070614, -0.02045740932226181, 0.04965584725141525, -0.09287672489881516, -0.029361283406615257, -0.07402202486991882, 0.06677450984716415, -0.038493990898132324, -0.07020469009876251, -0.057038430124521255, 0.07688446342945099, 0.020637091249227524, -0.03802129626274109, 0.028977496549487114, -0.03578442335128784, 0.15728163719177246, 0.0474802665412426, 0.11833688616752625, 0.014954079873859882, -0.07334396988153458, -0.002055584453046322, -0.03969109058380127, 0.06833954900503159, -0.12521661818027496, 0.015623615123331547, 0.11319854855537415, 0.04527736082673073, 0.13408571481704712, 0.041346367448568344, -0.08254333585500717, 0.033332470804452896, 0.05346812307834625, -0.0779256671667099, -0.14319318532943726, 0.007721170783042908, 0.08338841050863266, -0.12025082856416702, -0.007974205538630486, 0.11927161365747452, -0.056537091732025146, -0.03061697632074356, -0.01558015588670969, 0.012715945020318031, -0.0534539557993412, 0.20561906695365906, 0.031001146882772446, 0.058897752314805984, -0.06968637555837631, 0.09950938075780869, 0.06561694294214249, -0.051021575927734375, 0.04031692072749138, 0.06123174726963043, -0.08894305676221848, -0.027410954236984253, 0.08708658069372177, 0.12171352654695511, -0.00826138723641634, -0.04881130903959274, -0.042589254677295685, -0.11076048761606216, 0.02372809313237667, 0.13434043526649475, 0.023401714861392975, -0.0032784263603389263, -0.011573859490454197, 0.045852575451135635, -0.10515501350164413, 0.055220816284418106, 0.026888407766819, 0.07543765753507614, -0.09830961376428604, 0.1371210366487503, 0.010476325638592243, 0.012427063658833504, -0.015102197416126728, 0.01520255021750927, -0.10959292948246002, 0.0007271412177942693, -0.1366444081068039, 0.000629868998657912, -0.02879745326936245, 0.010891878977417946, 0.0017277280567213893, -0.04792991653084755, -0.012872518040239811, 0.04016781225800514, -0.08962379395961761, -0.04001053050160408, -0.0049876063130795956, 0.07416178286075592, -0.10800755023956299, -0.013714738190174103, 0.054727453738451004, -0.07438948005437851, 0.06560879200696945, 0.039968933910131454, 0.0544893816113472, 0.06531501561403275, -0.17679400742053986, 0.012290497310459614, 0.036642927676439285, 0.021366486325860023, 0.024092048406600952, -0.09340514242649078, -0.011495846323668957, -0.04109009727835655, 0.035956475883722305, 0.03314344584941864, 0.03479414060711861, -0.11509370803833008, -0.05027209222316742, -0.04171637073159218, -0.0731176882982254, -0.05347169190645218, 0.03158259019255638, 0.06524547934532166, 0.05587725341320038, 0.11190037429332733, -0.0984315350651741, 0.04651511088013649, -0.19503697752952576, -0.0374772883951664, -0.020209940150380135, -0.012516058050096035, -0.06525828689336777, -0.05184344947338104, 0.09002324938774109, -0.028320852667093277, 0.10371889919042587, -0.02295420877635479, 0.08774241805076599, 0.025121433660387993, -0.10114727169275284, 0.03398372232913971, 0.021152406930923462, 0.2088829129934311, 0.06519027054309845, -0.010691101662814617, 0.056927941739559174, 0.010806934908032417, 0.029493160545825958, 0.0648622065782547, 0.18133918941020966, 0.1615351289510727, 0.0033676375169306993, 0.03256746754050255, 0.04031292721629143, -0.11773999780416489, -0.090364970266819, 0.10669658333063126, -0.012385927140712738, 0.061705898493528366, -0.07702680677175522, 0.18766702711582184, 0.08932020515203476, -0.20313258469104767, 0.02822018787264824, -0.07058153301477432, -0.09437138587236404, -0.10952665656805038, -0.042774852365255356, -0.07410526275634766, -0.1413983553647995, 0.011048033833503723, -0.10988284647464752, 0.01409889105707407, 0.09782225638628006, 0.013230676762759686, 0.03721990808844566, 0.12982620298862457, -0.011297869496047497, -0.0022496161982417107, 0.049436818808317184, 0.018246879801154137, 0.014931186102330685, -0.12156890332698822, -0.09704923629760742, 0.06873315572738647, -0.03642209619283676, 0.05151509866118431, -0.05144841969013214, -0.00677490932866931, 0.031911786645650864, 0.0035999512765556574, -0.05618831515312195, 0.03157755360007286, 0.015696793794631958, 0.04099541902542114, 0.055951595306396484, 0.06336479634046555, -0.0010231253691017628, -0.028385939076542854, 0.2848852276802063, -0.05731094628572464, -0.10455837845802307, -0.1368437260389328, 0.2596628963947296, -0.008151018992066383, 0.004265662282705307, 0.04573214799165726, -0.09563411772251129, 0.031213244423270226, 0.12485992908477783, 0.13152144849300385, -0.045488446950912476, 0.012882772833108902, -0.004258427303284407, -0.02638024091720581, -0.0856248289346695, 0.15280988812446594, 0.09225130081176758, 0.005049339961260557, -0.08148584514856339, -0.0038489201106131077, 0.00041219350532628596, -0.007290501147508621, -0.05306750908493996, 0.06066517159342766, 0.009507345966994762, -0.0004029426199849695, -0.047122079879045486, 0.10442890226840973, 0.024958273395895958, -0.1492973119020462, 0.05200948566198349, -0.11779887974262238, -0.16303187608718872, -0.013706108555197716, 0.021626196801662445, -0.01615394465625286, 0.031855251640081406, -0.043987903743982315, 0.008143574930727482, 0.10962125658988953, -0.019580965861678123, -0.020608367398381233, -0.14270427823066711, 0.10028214007616043, -0.028453879058361053, 0.2138092964887619, -0.024777283892035484, 0.07322429120540619, 0.10169050097465515, 0.03923187777400017, -0.09689604490995407, 0.05094849690794945, 0.06616462767124176, -0.07560315728187561, 0.01808716356754303, 0.1280640959739685, -0.04945927858352661, 0.1395714432001114, 0.06617075949907303, -0.1356925070285797, 0.034032925963401794, -0.07037127017974854, -0.025999486446380615, -0.0753243938088417, 0.03359166532754898, -0.07879973202943802, 0.16217541694641113, 0.1699928641319275, -0.033661987632513046, 0.0005543789593502879, -0.06479930132627487, 0.051525332033634186, 0.044394925236701965, 0.11447018384933472, -0.031127342954277992, -0.2004377245903015, 0.01023074146360159, 0.06284993141889572, 0.023338986560702324, -0.19999004900455475, -0.10682054609060287, 0.03165453299880028, -0.04784753546118736, -0.03534935042262077, 0.12545140087604523, 0.040205471217632294, 0.026425611227750778, -0.04495624452829361, -0.2307705134153366, -0.0251445472240448, 0.13680054247379303, -0.11996997147798538, -0.03242754563689232 ]

[ "transformers", "safetensors", "phi", "text-generation", "custom_code", "arxiv:1910.09700", "autotrain_compatible", "endpoints_compatible", "region:us" ]

[ "1910.09700" ]

[]

[ "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ "TAGS\n#transformers #safetensors #phi #text-generation #custom_code #arxiv-1910.09700 #autotrain_compatible #endpoints_compatible #region-us \n", "# Model Card for Model ID", "## Model Details", "### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:", "### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:", "## Uses", "### Direct Use", "### Downstream Use [optional]", "### Out-of-Scope Use", "## Bias, Risks, and Limitations", "### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.", "## How to Get Started with the Model\n\nUse the code below to get started with the model.", "## Training Details", "### Training Data", "### Training Procedure", "#### Preprocessing [optional]", "#### Training Hyperparameters\n\n- Training regime:", "#### Speeds, Sizes, Times [optional]", "## Evaluation", "### Testing Data, Factors & Metrics", "#### Testing Data", "#### Factors", "#### Metrics", "### Results", "#### Summary", "## Model Examination [optional]", "## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:", "## Technical Specifications [optional]", "### Model Architecture and Objective", "### Compute Infrastructure", "#### Hardware", "#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:", "## Glossary [optional]", "## More Information [optional]", "## Model Card Authors [optional]", "## Model Card Contact" ]

[ 51, 6, 3, 82, 28, 3, 4, 9, 9, 10, 42, 20, 3, 4, 5, 9, 11, 13, 3, 12, 5, 4, 5, 3, 4, 9, 53, 9, 8, 6, 3, 14, 8, 7, 9, 4 ]

[ "passage: TAGS\n#transformers #safetensors #phi #text-generation #custom_code #arxiv-1910.09700 #autotrain_compatible #endpoints_compatible #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\nThis is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact" ]

[ -0.07441530376672745, 0.13596796989440918, -0.0039025098085403442, 0.027505790814757347, 0.12266930937767029, 0.005486504640430212, 0.0640522912144661, 0.10635033994913101, -0.02424517273902893, 0.12324316799640656, 0.022558843716979027, 0.10996841639280319, 0.10686804354190826, 0.18769802153110504, -0.005247652996331453, -0.20407868921756744, 0.052618369460105896, -0.1339786946773529, -0.005346748046576977, 0.12320936471223831, 0.12734514474868774, -0.11981219798326492, 0.07206547260284424, -0.04122542217373848, -0.006963358726352453, -0.03489234298467636, -0.05797455459833145, -0.048964742571115494, 0.06430605798959732, 0.06026479974389076, 0.0595458559691906, 0.01642736792564392, 0.09416768699884415, -0.2770709991455078, 0.02226952090859413, 0.08239509910345078, 0.005618265364319086, 0.06627916544675827, 0.07169265300035477, -0.07693344354629517, 0.08495151996612549, -0.0664825439453125, 0.14687298238277435, 0.07982858270406723, -0.09438081085681915, -0.1880333423614502, -0.09057903289794922, 0.09343822300434113, 0.18868158757686615, 0.059760916978120804, -0.030585795640945435, 0.13118816912174225, -0.06512762606143951, 0.01845625787973404, 0.06895748525857925, -0.07347869127988815, -0.05359777435660362, 0.06372594088315964, 0.0695996955037117, 0.09846188873052597, -0.12773703038692474, -0.009679428301751614, 0.0320039726793766, 0.013185882940888405, 0.10711356997489929, 0.015842726454138756, 0.12049184739589691, 0.03668152913451195, -0.14256839454174042, -0.048429738730192184, 0.08701564371585846, 0.036932192742824554, -0.0556931346654892, -0.24876362085342407, -0.020193742588162422, -0.038236599415540695, -0.035524725914001465, -0.04393884912133217, 0.045244693756103516, -0.02178187482059002, 0.08087658137083054, -0.0036660772748291492, -0.06963636726140976, -0.05113578215241432, 0.08353596180677414, 0.07143381237983704, 0.028143590316176414, -0.026850108057260513, 0.01174293551594019, 0.11898057907819748, 0.11549804359674454, -0.11481842398643494, -0.051060616970062256, -0.06272978335618973, -0.08522246032953262, -0.04741254821419716, 0.03236919641494751, 0.04775122553110123, 0.05512697622179985, 0.21314972639083862, -0.0013204539427533746, 0.04992509260773659, 0.03274988383054733, 0.01066634152084589, 0.06731437146663666, 0.08677016198635101, -0.06419411301612854, -0.13046035170555115, -0.02145533822476864, 0.11218346655368805, 0.01231331005692482, -0.0314481221139431, -0.038787633180618286, 0.06697112321853638, 0.030200589448213577, 0.12535712122917175, 0.07337819784879684, 0.02016271837055683, -0.07914318144321442, -0.06071794033050537, 0.17465178668498993, -0.16488726437091827, 0.031738489866256714, 0.025622278451919556, -0.050521157681941986, -0.018783841282129288, 0.01899137534201145, 0.016399497166275978, -0.02034466527402401, 0.0874326080083847, -0.057896632701158524, -0.03757679834961891, -0.11592794209718704, -0.05162535607814789, 0.026356054469943047, 0.005852686706930399, -0.030844759196043015, -0.04131776839494705, -0.11982329934835434, -0.07797703891992569, 0.07937561720609665, -0.06747156381607056, -0.04716470465064049, -0.03360702842473984, -0.07821470499038696, 0.012420105747878551, 0.0004091960145160556, 0.11594925820827484, -0.030400289222598076, 0.05072459205985069, -0.05188135802745819, 0.07153815776109695, 0.14497826993465424, 0.027334017679095268, -0.06379645317792892, 0.056507088243961334, -0.23278117179870605, 0.10387995839118958, -0.07912862300872803, 0.04115021973848343, -0.16289231181144714, -0.01469900831580162, 0.03982052579522133, 0.02627355046570301, -0.006934128236025572, 0.1390630006790161, -0.19293013215065002, -0.03536631911993027, 0.18081475794315338, -0.11522960662841797, -0.08808764070272446, 0.052698906511068344, -0.054467298090457916, 0.12280778586864471, 0.050916753709316254, -0.02316596917808056, 0.030826477333903313, -0.1417923867702484, -0.01687287911772728, -0.06468956172466278, -0.025315633043646812, 0.15359161794185638, 0.05711430311203003, -0.051229238510131836, 0.052433162927627563, 0.020726939663290977, -0.021120568737387657, -0.04788779839873314, -0.03371148556470871, -0.09498532861471176, 0.009590674191713333, -0.0753822848200798, 0.01856466382741928, -0.029109936207532883, -0.09291869401931763, -0.035687901079654694, -0.15461255609989166, 0.005384957883507013, 0.09633282572031021, -0.0055311573669314384, -0.025023676455020905, -0.10565053671598434, -0.004781804513186216, 0.016855718567967415, -0.00016373902326449752, -0.15187151730060577, -0.05655598267912865, 0.019132478162646294, -0.16505438089370728, 0.02767706662416458, -0.047599732875823975, 0.045580726116895676, 0.04182368889451027, -0.03936924785375595, -0.03521854057908058, 0.018329832702875137, 0.020268244668841362, -0.01465248316526413, -0.2745935916900635, -0.018261034041643143, -0.04086336866021156, 0.17035499215126038, -0.2475264072418213, 0.04439546912908554, 0.059322256594896317, 0.1307375431060791, 0.01173730194568634, -0.03705551475286484, 0.03161298856139183, -0.06255152821540833, -0.033266592770814896, -0.0667189359664917, -0.009362515062093735, -0.03631554916501045, -0.03938153013586998, 0.03835300728678703, -0.17000539600849152, -0.03406575322151184, 0.11603987962007523, 0.04540814831852913, -0.15477602183818817, -0.05056281015276909, -0.04004296287894249, -0.05738358572125435, -0.07204438000917435, -0.05216284841299057, 0.09743187576532364, 0.05571887642145157, 0.05545826256275177, -0.05951985344290733, -0.061445724219083786, 0.009554018266499043, -0.02068808674812317, -0.01867086999118328, 0.08103828877210617, 0.07077015191316605, -0.11522045731544495, 0.09927672892808914, 0.08799781650304794, 0.08139653503894806, 0.10005104541778564, 0.0010666352463886142, -0.09291157126426697, -0.02339044213294983, 0.027750657871365547, 0.014336124062538147, 0.14687193930149078, -0.04000900313258171, 0.0429966077208519, 0.04120675474405289, -0.01584675721824169, 0.008143718354403973, -0.09446796029806137, 0.02997143194079399, 0.02818182110786438, -0.010246568359434605, 0.037614114582538605, -0.056816551834344864, 0.019303709268569946, 0.10318583995103836, 0.03345242142677307, 0.04412994161248207, 0.009559271857142448, -0.04857930168509483, -0.11974377185106277, 0.1767151653766632, -0.11110951006412506, -0.23173309862613678, -0.12149907648563385, -0.01399032212793827, 0.02910485304892063, -0.011633564718067646, 0.02006695233285427, -0.06405475735664368, -0.1171390563249588, -0.09921693801879883, 0.045627593994140625, 0.07059439271688461, -0.08641253411769867, -0.06378761678934097, 0.06134819984436035, 0.04600827768445015, -0.13516096770763397, 0.02277415804564953, 0.03902184218168259, -0.08909334987401962, 0.007867258042097092, 0.07907920330762863, 0.07120607048273087, 0.17945720255374908, 0.012182043865323067, -0.024257373064756393, 0.019671371206641197, 0.20478034019470215, -0.13766378164291382, 0.10145840793848038, 0.14393620193004608, -0.06286554783582687, 0.08066798746585846, 0.20545852184295654, 0.036268092691898346, -0.1057758554816246, 0.044006094336509705, 0.03648979216814041, -0.02651887945830822, -0.24340394139289856, -0.08019697666168213, 0.004161624237895012, -0.06197261065244675, 0.08161719888448715, 0.08306818455457687, 0.09198566526174545, 0.02785661816596985, -0.1081320270895958, -0.06691340357065201, 0.05036139488220215, 0.11249116063117981, -0.008557078428566456, -0.007815919816493988, 0.09523359686136246, -0.02225065603852272, 0.029176659882068634, 0.09147068858146667, 0.01374965999275446, 0.18282483518123627, 0.045852772891521454, 0.14848409593105316, 0.09157159924507141, 0.059395745396614075, 0.01233623269945383, 0.01314469799399376, 0.019094863906502724, 0.026712998747825623, -0.015145753510296345, -0.08685000985860825, -0.012303872965276241, 0.1268911212682724, 0.010885220021009445, 0.04597875103354454, 0.0076150596141815186, -0.04230163246393204, 0.08450151234865189, 0.17545753717422485, 0.01328173466026783, -0.21406996250152588, -0.06688741594552994, 0.06981010735034943, -0.08051439374685287, -0.10911136865615845, -0.024429909884929657, 0.03406251221895218, -0.18049609661102295, 0.02387341856956482, -0.025180401280522346, 0.10069414228200912, -0.12370731681585312, -0.018827902153134346, 0.052628833800554276, 0.07052139192819595, -0.018700284883379936, 0.06386490911245346, -0.17778280377388, 0.13549263775348663, 0.013200430199503899, 0.07557245343923569, -0.09068016707897186, 0.08482389152050018, 0.0111467270180583, -0.002043683547526598, 0.1468254029750824, -0.0010637122904881835, -0.05408002436161041, -0.11050406098365784, -0.0906725600361824, -0.011339336633682251, 0.11465787142515182, -0.12593887746334076, 0.10165182501077652, -0.016582757234573364, -0.044178079813718796, -0.0030248011462390423, -0.12813955545425415, -0.14044401049613953, -0.17314541339874268, 0.04187968373298645, -0.13014033436775208, 0.0451013408601284, -0.10672678053379059, -0.05035872012376785, -0.05017208307981491, 0.19719818234443665, -0.21763156354427338, -0.07621806859970093, -0.15351133048534393, -0.06420157849788666, 0.11623851954936981, -0.04613782465457916, 0.08647869527339935, 0.012962628155946732, 0.18781377375125885, 0.014061033725738525, -0.015962716192007065, 0.10993410646915436, -0.10395599156618118, -0.21440888941287994, -0.10220180451869965, 0.13403694331645966, 0.13545545935630798, 0.03708728775382042, 0.00035940390080213547, 0.03232092037796974, -0.007850716821849346, -0.11358384788036346, 0.023570599034428596, 0.18197759985923767, 0.11685380339622498, 0.037179335951805115, -0.034665536135435104, -0.13531899452209473, -0.0839521661400795, -0.042324043810367584, 0.008525622077286243, 0.18976294994354248, -0.06857912987470627, 0.1652597337961197, 0.15934355556964874, -0.055173277854919434, -0.21036414802074432, 0.0313970185816288, 0.033629804849624634, 0.0021239151246845722, 0.05604655668139458, -0.20132838189601898, 0.0957157164812088, 0.00788893923163414, -0.057729288935661316, 0.12271249294281006, -0.18383583426475525, -0.14666838943958282, 0.0679788589477539, 0.07568002492189407, -0.18666845560073853, -0.12836617231369019, -0.09530680626630783, -0.04426150023937225, -0.1240062341094017, 0.0767902210354805, -0.019116053357720375, 0.009703016839921474, 0.03049294650554657, 0.017553992569446564, 0.010632803663611412, -0.04766656085848808, 0.18440434336662292, -0.005318623501807451, 0.050052255392074585, -0.07833196222782135, -0.05977580323815346, 0.04439995810389519, -0.06766178458929062, 0.07768969982862473, -0.011583259329199791, 0.012072126381099224, -0.10826653987169266, -0.05835650488734245, -0.03404201939702034, 0.024099772796034813, -0.08059826493263245, -0.09612218290567398, -0.037487708032131195, 0.09951330721378326, 0.09140417724847794, -0.03928857669234276, -0.06511175632476807, -0.08731205761432648, 0.032564677298069, 0.21537625789642334, 0.17581914365291595, 0.05872897058725357, -0.06627403944730759, -0.004332480486482382, -0.013938636519014835, 0.0518467053771019, -0.20769350230693817, 0.054770588874816895, 0.037577200680971146, 0.03502080589532852, 0.11540760844945908, -0.02692747861146927, -0.15991008281707764, -0.04947725683450699, 0.054892536252737045, -0.07749488949775696, -0.16381342709064484, 0.014566776342689991, 0.0698530450463295, -0.15249542891979218, -0.023638471961021423, 0.04465564340353012, -0.019799569621682167, -0.033337272703647614, 0.003100043162703514, 0.08220522850751877, 0.016223285347223282, 0.09557998180389404, 0.05498101934790611, 0.09563100337982178, -0.10772447288036346, 0.06952618062496185, 0.07929857820272446, -0.10225345939397812, 0.03691693767905235, 0.06498466432094574, -0.07187005877494812, -0.035860974341630936, 0.04298849776387215, 0.09064827114343643, 0.03834117203950882, -0.05791795626282692, 0.006768029183149338, -0.1019822508096695, 0.058791015297174454, 0.11939579248428345, 0.043310075998306274, 0.008954020217061043, 0.03660706803202629, 0.039979103952646255, -0.09563424438238144, 0.12395429611206055, 0.04702746868133545, 0.03306521847844124, -0.05115185305476189, -0.030670443549752235, 0.033765602856874466, -0.03013032302260399, -0.016100779175758362, -0.04014170542359352, -0.06690575927495956, -0.012527769431471825, -0.17551913857460022, 0.004580955021083355, -0.05460330843925476, 0.004814730025827885, 0.01808975264430046, -0.030708830803632736, 0.006335208658128977, 0.01802607998251915, -0.07054036855697632, -0.05601222440600395, -0.007826367393136024, 0.10339196026325226, -0.17446856200695038, 0.014777671545743942, 0.07612703740596771, -0.12507562339305878, 0.0856013149023056, 0.019583139568567276, 0.0037027799990028143, 0.030126722529530525, -0.12974882125854492, 0.04562569037079811, -0.008532330393791199, 0.0110886599868536, 0.04916682839393616, -0.2144635170698166, -0.00006298656080616638, -0.048669952899217606, -0.06047982722520828, -0.008075869642198086, -0.022350680083036423, -0.11814062297344208, 0.10634202510118484, 0.011746841482818127, -0.07358573377132416, -0.025499174371361732, 0.039712198078632355, 0.09615115076303482, -0.03705960139632225, 0.15897074341773987, -0.017435546964406967, 0.06202258542180061, -0.18289825320243835, -0.022887926548719406, -0.01893971487879753, 0.02133350446820259, -0.041365109384059906, -0.009923189878463745, 0.053397808223962784, -0.0207329411059618, 0.20566853880882263, -0.017383437603712082, 0.03804474696516991, 0.06314582377672195, -0.013027135282754898, -0.014618457295000553, 0.10731750726699829, 0.048464275896549225, 0.011181623674929142, 0.02981831505894661, 0.010703807696700096, -0.03417062386870384, -0.005388245452195406, -0.1523161679506302, 0.077239029109478, 0.16865576803684235, 0.08118049800395966, -0.008775852620601654, 0.054247766733169556, -0.11114349961280823, -0.11427582800388336, 0.0913289338350296, -0.056236591190099716, -0.013130106031894684, -0.05957726389169693, 0.14178913831710815, 0.15433260798454285, -0.1893889456987381, 0.06022936478257179, -0.06838760524988174, -0.04934924468398094, -0.10593041032552719, -0.172664612531662, -0.05883026123046875, -0.05516333505511284, -0.0200477484613657, -0.055225640535354614, 0.065329410135746, 0.09025082737207413, 0.016052771359682083, 0.013859162107110023, 0.08703679591417313, -0.017933277413249016, 0.0062139625661075115, 0.030186165124177933, 0.06423898041248322, 0.011570695787668228, -0.04630725830793381, 0.008485673926770687, -0.0025986286345869303, 0.032309141010046005, 0.051715679466724396, 0.03794151917099953, -0.025615144520998, 0.009215989150106907, -0.028480391949415207, -0.11046841740608215, 0.039721209555864334, -0.025451408699154854, -0.0637175589799881, 0.14837713539600372, 0.02840440161526203, -0.0067321667447686195, -0.023941997438669205, 0.2540489137172699, -0.07580790668725967, -0.08472823351621628, -0.1372121125459671, 0.14538848400115967, -0.03086796961724758, 0.06126725301146507, 0.039360348135232925, -0.11396372318267822, 0.03298129141330719, 0.1398884356021881, 0.14529621601104736, -0.051987502723932266, 0.017118316143751144, 0.014656228013336658, 0.0029644023161381483, -0.038789160549640656, 0.05346855893731117, 0.06594305485486984, 0.1253807246685028, -0.05399900674819946, 0.08479224145412445, -0.004516707267612219, -0.10068650543689728, -0.03351442143321037, 0.1215558722615242, -0.0051100910641252995, 0.021343640983104706, -0.07243939489126205, 0.12681175768375397, -0.04128829762339592, -0.26241305470466614, 0.06438590586185455, -0.06042512133717537, -0.14796359837055206, -0.0250939279794693, 0.042521025985479355, -0.005583211313933134, 0.02851193957030773, 0.06835387647151947, -0.06482896208763123, 0.1890970915555954, 0.037300046533346176, -0.05160627141594887, -0.06661834567785263, 0.07295969873666763, -0.10394251346588135, 0.2989484369754791, 0.006831952836364508, 0.056051596999168396, 0.10134656727313995, -0.031050942838191986, -0.14268989861011505, 0.031161298975348473, 0.08590974658727646, -0.06741449981927872, 0.055566806346178055, 0.2119295448064804, -0.00888585951179266, 0.10927559435367584, 0.07252391427755356, -0.08921248465776443, 0.04874938353896141, -0.10592100024223328, -0.09221301972866058, -0.08717742562294006, 0.09235067665576935, -0.0555795282125473, 0.14914315938949585, 0.12058565765619278, -0.04728509485721588, 0.021935351192951202, -0.021421335637569427, 0.050473760813474655, 0.004591043572872877, 0.12314941734075546, 0.022128529846668243, -0.19706779718399048, 0.026956038549542427, -0.0006028058123774827, 0.10154236108064651, -0.21685825288295746, -0.09420528262853622, 0.04897189885377884, 0.00334720266982913, -0.06139703094959259, 0.1250954121351242, 0.05242267996072769, 0.041330695152282715, -0.046910692006349564, -0.030460618436336517, -0.00651969201862812, 0.1657109558582306, -0.10882015526294708, -0.004513995256274939 ]

[ "safetensors", "image-to-3d", "text-to-3d", "arxiv:2402.05054", "license:mit", "region:us" ]

[ "2402.05054" ]

[]

[ "# LGM\n\nThis model contains the pretrained weights for *LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation*.\n\n- URL", "### Project Page | Arxiv | Weights", "## Introduction\nLGM can generate 3D objects from image or text within 5 seconds at high-resolution based on Gaussian Splatting.\n\n<video controls autoplay src=\"URL\n\n<video controls autoplay src=\"URL", "## Model Details\nThe model is trained on a ~80K subset of Objaverse.\nFor more details, please refer to our paper.", "## Usage\n\nTo download the model:\n\nPlease refer to our repo for more details on loading and inference." ]

[ "TAGS\n#safetensors #image-to-3d #text-to-3d #arxiv-2402.05054 #license-mit #region-us \n", "# LGM\n\nThis model contains the pretrained weights for *LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation*.\n\n- URL", "### Project Page | Arxiv | Weights", "## Introduction\nLGM can generate 3D objects from image or text within 5 seconds at high-resolution based on Gaussian Splatting.\n\n<video controls autoplay src=\"URL\n\n<video controls autoplay src=\"URL", "## Model Details\nThe model is trained on a ~80K subset of Objaverse.\nFor more details, please refer to our paper.", "## Usage\n\nTo download the model:\n\nPlease refer to our repo for more details on loading and inference." ]

[ 36, 40, 13, 52, 30, 23 ]

[ "passage: TAGS\n#safetensors #image-to-3d #text-to-3d #arxiv-2402.05054 #license-mit #region-us \n# LGM\n\nThis model contains the pretrained weights for *LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation*.\n\n- URL### Project Page | Arxiv | Weights## Introduction\nLGM can generate 3D objects from image or text within 5 seconds at high-resolution based on Gaussian Splatting.\n\n<video controls autoplay src=\"URL\n\n<video controls autoplay src=\"URL## Model Details\nThe model is trained on a ~80K subset of Objaverse.\nFor more details, please refer to our paper.## Usage\n\nTo download the model:\n\nPlease refer to our repo for more details on loading and inference." ]

[ -0.11068785935640335, 0.05705857649445534, 0.002444654004648328, 0.07826504856348038, 0.14510078728199005, -0.014867089688777924, 0.1284107267856598, 0.018248414620757103, 0.09432060271501541, 0.0413961187005043, 0.11539532989263535, -0.008237077854573727, -0.020346302539110184, 0.2337973415851593, 0.0516081377863884, -0.23240911960601807, 0.013260867446660995, -0.08776567131280899, 0.0480320006608963, 0.04464888945221901, 0.05163208395242691, -0.08900852501392365, 0.11569562554359436, -0.03896412253379822, -0.0969926193356514, -0.006071494426578283, 0.03519924730062485, -0.027381017804145813, 0.06985338032245636, 0.01945015788078308, -0.06281900405883789, 0.039722416549921036, 0.1571783870458603, -0.10095200687646866, 0.044287119060754776, -0.00669080251827836, 0.023252075538039207, 0.028857147321105003, 0.05781479924917221, 0.027861448004841805, 0.16670109331607819, -0.047600094228982925, -0.02767076902091503, 0.014917267486453056, -0.03736415505409241, -0.07679469138383865, 0.021215226501226425, -0.020077776163816452, 0.0424640029668808, 0.02275659888982773, -0.008983842097222805, -0.03091663122177124, -0.007937178947031498, 0.06999440491199493, 0.1720464676618576, -0.2171657532453537, -0.045245613902807236, 0.29866212606430054, 0.06933915615081787, 0.13182669878005981, -0.09714195132255554, 0.1572994738817215, 0.09721533954143524, -0.03985945135354996, 0.08264736831188202, -0.019664742052555084, 0.05612124875187874, -0.018295999616384506, -0.1250036507844925, -0.03168265148997307, 0.17801432311534882, 0.04218462109565735, -0.06113377586007118, -0.12764915823936462, -0.018067115917801857, 0.08190133422613144, -0.1057179868221283, 0.05552972853183746, 0.021428996697068214, -0.0010426375083625317, -0.09196747839450836, -0.11573828756809235, -0.0911170020699501, -0.13597406446933746, 0.04667327553033829, 0.10707055777311325, 0.02387678436934948, 0.07866355031728745, -0.06529538333415985, 0.14723601937294006, -0.18870490789413452, -0.07347127795219421, -0.017313765361905098, -0.09409746527671814, 0.019352460280060768, 0.04603617638349533, 0.0006657891208305955, -0.06745633482933044, 0.038634106516838074, 0.037000712007284164, -0.02505568042397499, -0.0003045623889192939, 0.09104041010141373, 0.07910245656967163, 0.00989490281790495, 0.06847606599330902, -0.1393950879573822, -0.06764203310012817, 0.07809961587190628, 0.08818960934877396, 0.02401280216872692, -0.020403685048222542, -0.12904693186283112, -0.05640783905982971, -0.06519823521375656, 0.009479246102273464, -0.016965242102742195, 0.08007597923278809, 0.029092323035001755, 0.023458803072571754, 0.11082247644662857, -0.004142967518419027, -0.010104355402290821, -0.052464552223682404, -0.06339182704687119, -0.008549844846129417, 0.12913399934768677, -0.0005156180122867227, 0.0486767515540123, -0.04072705656290054, -0.08852461725473404, 0.016037708148360252, -0.08695492148399353, -0.04595498740673065, -0.02016972377896309, 0.05182408168911934, 0.0030378347728401423, -0.12268123775720596, -0.1834254115819931, -0.015501072630286217, 0.030123386532068253, -0.00705430842936039, 0.09418921172618866, -0.0429050475358963, 0.029055176302790642, -0.010737436823546886, 0.012931942008435726, 0.003715521190315485, -0.036234382539987564, 0.0966315045952797, 0.018988320603966713, 0.13583971560001373, -0.028444373980164528, -0.011416345834732056, -0.07796692103147507, 0.04158733785152435, -0.1978115439414978, 0.0864507183432579, -0.044672414660453796, 0.03342745080590248, -0.03547915071249008, -0.06423506885766983, -0.06180790066719055, 0.01838517375290394, 0.044746335595846176, 0.16980735957622528, -0.13739876449108124, 0.014424371533095837, 0.11572224646806717, -0.11518263816833496, -0.06593648344278336, 0.08991492539644241, -0.019897926598787308, 0.06407294422388077, 0.10473643988370895, 0.13022087514400482, -0.009494435042142868, -0.12541241943836212, 0.02508680894970894, 0.07510288804769516, -0.06220681592822075, -0.06285510212182999, 0.07303168624639511, 0.09600744396448135, -0.1677166223526001, 0.06474483758211136, -0.22838877141475677, 0.1610959768295288, -0.06638973951339722, -0.0164952389895916, 0.005568973254412413, -0.11198970675468445, 0.050878070294857025, 0.015033219940960407, 0.02564062364399433, 0.0043127406388521194, -0.040670350193977356, -0.0697583481669426, 0.12191924452781677, -0.08340215682983398, -0.01982717029750347, -0.017247362062335014, 0.10753553360700607, -0.17363591492176056, 0.01821870170533657, -0.05342533066868782, -0.1588083654642105, -0.0183807834982872, 0.0639549121260643, 0.08867373317480087, -0.01959172450006008, 0.09237644821405411, 0.14060406386852264, -0.020649969577789307, -0.0367472879588604, 0.04173984006047249, -0.023283863440155983, -0.006758768577128649, -0.06918404996395111, 0.004690404050052166, -0.0853155106306076, 0.04285001754760742, -0.21268655359745026, 0.006691934075206518, -0.10916899889707565, -0.05256582796573639, 0.031103959307074547, -0.07219889760017395, 0.12358669936656952, -0.11300279945135117, -0.010177084244787693, -0.09085242450237274, 0.03329530358314514, -0.001854018890298903, -0.03230784460902214, 0.059929151087999344, -0.15062622725963593, 0.11213400959968567, 0.07634762674570084, -0.0004581844841595739, -0.06631346791982651, -0.0847102701663971, 0.011102432385087013, 0.02175281010568142, -0.10406483709812164, 0.02072998695075512, -0.022783204913139343, -0.02817346155643463, 0.07578428834676743, -0.057711850851774216, 0.048625968396663666, 0.027539171278476715, -0.09197156876325607, -0.031256966292858124, 0.04467865452170372, 0.12358996272087097, -0.042790986597537994, 0.0054220519959926605, 0.03627047687768936, -0.0475248321890831, 0.15718065202236176, 0.06533963233232498, -0.05705247074365616, 0.022113408893346786, 0.04352358728647232, -0.00728823896497488, 0.12257376313209534, 0.011165405623614788, -0.04181882366538048, 0.034397274255752563, -0.06220347806811333, 0.008755769580602646, -0.14386534690856934, -0.07423989474773407, -0.019603293389081955, -0.07211162894964218, -0.0072804768569767475, 0.07955678552389145, -0.16443955898284912, 0.07737850397825241, -0.02030082978308201, -0.04737647622823715, 0.011014406569302082, 0.010814172215759754, -0.06510323286056519, 0.12416351586580276, 0.01098533533513546, -0.11435825377702713, -0.09163731336593628, 0.02376936934888363, -0.11716069281101227, 0.0606875903904438, -0.0037252558395266533, -0.11242347955703735, -0.09152138978242874, -0.0541248619556427, -0.0654079020023346, 0.04297242313623428, -0.018997257575392723, -0.02345995604991913, -0.029907846823334694, -0.007467976305633783, -0.08153700083494186, -0.014259086921811104, -0.056094374507665634, -0.07788202166557312, 0.03312961757183075, -0.027968186885118484, 0.14884355664253235, 0.16586138308048248, -0.018562076613307, 0.047036148607730865, 0.02153106965124607, 0.17900903522968292, -0.04447653144598007, 0.02989421784877777, 0.2517859637737274, 0.0821910873055458, 0.01944107376039028, 0.026941655203700066, 0.041410960257053375, -0.10964305698871613, 0.0695107951760292, -0.019430099055171013, -0.14631113409996033, 0.0007495864992961287, -0.05415463447570801, -0.017667675390839577, 0.022590605542063713, 0.09414274245500565, 0.06719385832548141, -0.06344466656446457, 0.1514495611190796, -0.005384443793445826, 0.03666156157851219, 0.13155294954776764, 0.07943124324083328, -0.08973044157028198, -0.03731155022978783, 0.02958933636546135, -0.0601460225880146, -0.029464082792401314, 0.08178377896547318, 0.020245080813765526, 0.1338416337966919, -0.07125257700681686, -0.026205770671367645, 0.049339886754751205, -0.016495000571012497, 0.06964009255170822, 0.08016238361597061, -0.08247236162424088, -0.02469644509255886, -0.04071727767586708, -0.09722305089235306, -0.010147673077881336, 0.07944531738758087, -0.04059448093175888, -0.12206563353538513, -0.05345499888062477, 0.12869802117347717, 0.02748744748532772, -0.05445196479558945, 0.04719498008489609, -0.38075771927833557, -0.02609444409608841, 0.035921305418014526, 0.1306328922510147, -0.0845755860209465, 0.059518326073884964, 0.15996305644512177, -0.03554640710353851, 0.05256741866469383, -0.0307602621614933, 0.01265951618552208, -0.034046560525894165, -0.011743958108127117, -0.0334039106965065, 0.15929970145225525, -0.05074687302112579, 0.07683262974023819, -0.1241559311747551, 0.08181419223546982, -0.012553950771689415, -0.006169362459331751, -0.0034365172032266855, -0.061295367777347565, 0.11295431852340698, 0.15164567530155182, 0.20359551906585693, 0.009103464893996716, -0.009380548261106014, -0.10277128219604492, -0.03318621590733528, 0.04224557429552078, -0.0011767589021474123, -0.052556682378053665, 0.04394083470106125, -0.024122342467308044, -0.043611276894807816, 0.00006885096081532538, -0.07792384922504425, -0.15036891400814056, -0.0698552206158638, -0.02886240929365158, 0.06933344155550003, 0.03999503329396248, -0.07414676994085312, -0.039988283067941666, -0.08607576042413712, 0.14184457063674927, 0.10679535567760468, -0.05912881717085838, -0.0631738156080246, 0.05177614092826843, 0.06415136903524399, -0.036298152059316635, 0.0805203914642334, -0.01153456699103117, 0.138458713889122, -0.07412698864936829, -0.04852192848920822, 0.08552537113428116, -0.09218395501375198, -0.0629749596118927, -0.0011506106238812208, -0.003992591053247452, 0.016587942838668823, -0.06206056475639343, 0.0208672434091568, -0.02211117558181286, -0.013408605940639973, -0.12312450259923935, 0.018626950681209564, 0.17835141718387604, -0.012873191386461258, 0.04572205990552902, -0.013415681198239326, -0.058464959263801575, 0.024209637194871902, 0.047858934849500656, 0.06298329681158066, 0.13617484271526337, -0.06651901453733444, -0.02631135657429695, 0.20312480628490448, 0.005208119284361601, -0.2740192711353302, 0.02148263528943062, -0.053895801305770874, -0.021981332451105118, 0.04799696058034897, -0.07138793170452118, 0.09218133985996246, -0.02497108280658722, -0.06534712016582489, 0.12769357860088348, -0.2287401705980301, -0.12066664546728134, 0.09447923302650452, 0.16158118844032288, 0.25782501697540283, -0.09539256989955902, 0.008570995181798935, -0.0705847293138504, 0.02019933983683586, 0.031904254108667374, -0.062254730612039566, 0.11937586963176727, -0.011965656653046608, 0.050567783415317535, 0.042544130235910416, -0.0844118595123291, 0.11649911105632782, 0.025990834459662437, 0.12897929549217224, -0.08710481971502304, -0.042057495564222336, -0.018737120553851128, -0.10120774060487747, 0.24141506850719452, -0.04985734447836876, 0.06511121988296509, 0.02712336555123329, -0.09076280891895294, -0.02486390806734562, 0.021995022892951965, 0.09186729788780212, -0.08745095133781433, -0.09609958529472351, 0.07302891463041306, -0.08415437489748001, 0.07230457663536072, 0.01860024966299534, -0.05658571794629097, -0.09778428077697754, 0.06242959946393967, 0.052663858979940414, -0.016134610399603844, -0.0598619282245636, -0.017150070518255234, -0.009134872816503048, 0.11044219136238098, -0.2225264012813568, 0.004171202890574932, 0.03844756260514259, 0.025176875293254852, 0.06899669021368027, 0.04347414895892143, -0.032085973769426346, 0.09178856760263443, 0.123908132314682, -0.09298665076494217, -0.13795384764671326, -0.07265033572912216, -0.06133348122239113, 0.0212220698595047, 0.024861440062522888, 0.07913459837436676, -0.1002984493970871, 0.04489212855696678, -0.05154912918806076, 0.08677083253860474, -0.0287774745374918, 0.11230305582284927, 0.08437874913215637, -0.03483494371175766, -0.09819336235523224, 0.08485449850559235, -0.0006566873053088784, 0.09512079507112503, -0.0413212776184082, 0.05785546824336052, -0.1045382022857666, -0.06183330714702606, -0.07875281572341919, 0.11548175662755966, -0.16232550144195557, -0.025412175804376602, -0.02237841673195362, -0.011966638267040253, -0.050470661371946335, -0.09081763029098511, 0.02230203151702881, -0.03717946261167526, -0.04071583226323128, 0.03617722913622856, -0.10452576726675034, 0.07938794046640396, 0.07356668263673782, 0.09221011400222778, -0.2164720594882965, -0.007458738051354885, 0.03635145351290703, 0.06765865534543991, -0.08904951065778732, -0.031186675652861595, -0.06981094181537628, 0.034010160714387894, -0.08917859941720963, 0.04702812060713768, -0.11617216467857361, 0.03573526814579964, -0.034191787242889404, -0.036223381757736206, 0.010638173669576645, 0.05927209556102753, -0.0555730015039444, 0.026245612651109695, -0.005487480666488409, 0.034634340554475784, -0.09498818218708038, -0.03265271708369255, -0.030373677611351013, -0.028833823278546333, 0.09796271473169327, -0.020825667306780815, -0.02462003193795681, 0.019645821303129196, -0.3253544569015503, -0.022820057347416878, 0.1135098934173584, -0.03428268060088158, -0.08762859553098679, 0.05003735423088074, 0.07114652544260025, -0.05300193279981613, 0.017302127555012703, -0.054141219705343246, 0.0001799682213459164, -0.04659494012594223, 0.050942424684762955, -0.09867855906486511, 0.03879387676715851, -0.032067831605672836, 0.03941234573721886, 0.03422514349222183, 0.10209360718727112, 0.039230119436979294, -0.09240134060382843, -0.05653748661279678, -0.1265796273946762, 0.004398939665406942, -0.00907909031957388, -0.08155202120542526, -0.09719099849462509, -0.039618514478206635, 0.06177665293216705, -0.04064143821597099, 0.1424476057291031, 0.10904621332883835, -0.07292499393224716, -0.07626011222600937, 0.10970835387706757, 0.21420909464359283, -0.04528677463531494, 0.09310760349035263, -0.009080816060304642, 0.04127669334411621, -0.10475730150938034, 0.1476958841085434, 0.1651838719844818, -0.038376692682504654, 0.06040864437818527, -0.040959686040878296, -0.11633733659982681, 0.04772983491420746, 0.053546007722616196, -0.013228530064225197, -0.0979742631316185, 0.06070095673203468, -0.06295269727706909, 0.00007194191130110994, -0.11366534233093262, -0.11108417809009552, 0.26679298281669617, -0.04178409278392792, -0.030402857810258865, 0.08600739389657974, -0.032861992716789246, -0.09434041380882263, -0.26403293013572693, -0.06277377903461456, -0.17383131384849548, 0.06761173903942108, -0.03524879366159439, 0.015931261703372, 0.045412302017211914, 0.026988105848431587, -0.005878772120922804, 0.206369549036026, -0.053412433713674545, -0.032518357038497925, 0.03452938050031662, -0.02308613806962967, -0.042642444372177124, 0.07954517006874084, -0.023909935727715492, 0.10937034338712692, -0.07435949146747589, 0.03950890153646469, 0.01318238116800785, 0.015527553856372833, 0.09084142744541168, 0.06222178786993027, -0.015451634302735329, -0.0971679612994194, 0.038765229284763336, 0.028709854930639267, 0.09055069833993912, 0.06117276847362518, -0.09121329337358475, 0.034670744091272354, 0.12486603856086731, -0.027264585718512535, -0.0563778392970562, -0.04367130249738693, 0.1719764769077301, -0.11559226363897324, 0.07206671684980392, -0.07560431957244873, -0.08179916441440582, 0.04750829190015793, 0.13709689676761627, 0.16922049224376678, -0.11364869773387909, -0.02475282922387123, -0.13573242723941803, -0.0006729951710440218, -0.07127772271633148, 0.14889147877693176, -0.02251347526907921, 0.30036357045173645, -0.05076764151453972, 0.0020643810275942087, -0.028280222788453102, -0.01380736380815506, -0.009699779562652111, -0.011003723368048668, 0.031631242483854294, 0.015928512439131737, -0.10234971344470978, 0.09649212658405304, -0.10186323523521423, -0.0010815253481268883, 0.011262977495789528, 0.07947954535484314, 0.02296857163310051, -0.009870504029095173, -0.06895211338996887, 0.034132763743400574, 0.03417494520545006, -0.12021112442016602, 0.031884029507637024, -0.10905233025550842, 0.019757429137825966, -0.14538533985614777, -0.02339361608028412, -0.01130835060030222, 0.21154826879501343, 0.25730466842651367, -0.006653360091149807, 0.0185728520154953, -0.00995690282434225, -0.07065317034721375, -0.10442003607749939, 0.14857140183448792, -0.07334154844284058, -0.0008618246065452695, 0.01588619500398636, 0.06606872379779816, -0.0605846643447876, 0.07395703345537186, 0.004506437573581934, -0.001076498650945723, 0.023520324379205704, 0.07119610905647278, -0.045325957238674164, -0.13967157900333405, -0.007715081796050072, -0.06396707147359848, 0.13412818312644958, -0.030909156426787376, 0.014274834655225277, -0.003130260156467557, -0.04058154672384262, 0.13555826246738434, 0.05044171214103699, 0.03902252018451691, 0.0694587230682373, -0.0550072155892849, -0.017240621149539948, -0.015039671212434769, 0.018308712169528008, -0.18909019231796265, -0.0015564673813059926, -0.11847539991140366, 0.04143250361084938, 0.01651148870587349, 0.05622098967432976, 0.2230825275182724, 0.004414116032421589, -0.025828523561358452, -0.10435996949672699, 0.04303082078695297, 0.08609291911125183, -0.15010176599025726, -0.13154065608978271 ]

[ "transformers", "pytorch", "mistral", "text-generation", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "text-generation-inference", "region:us" ]

[]

[]

[]

[ "TAGS\n#transformers #pytorch #mistral #text-generation #license-apache-2.0 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n" ]

[ 54 ]

[ "passage: TAGS\n#transformers #pytorch #mistral #text-generation #license-apache-2.0 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n" ]

[ -0.027647268027067184, 0.08451113104820251, -0.006650483701378107, 0.012711998075246811, 0.1217840164899826, 0.009470876306295395, 0.1466265320777893, 0.1257091909646988, -0.011351904831826687, -0.05397078022360802, 0.1491018384695053, 0.2035052478313446, -0.009756306186318398, 0.015116282738745213, -0.06817219406366348, -0.22776351869106293, 0.08206319063901901, 0.03724167123436928, 0.0015691508306190372, 0.096723772585392, 0.10555402934551239, -0.027699774131178856, 0.06397804617881775, -0.008534473367035389, -0.07663010060787201, 0.01827334053814411, 0.024597642943263054, -0.11623787134885788, 0.0905490592122078, 0.033334724605083466, 0.06551076471805573, 0.026217250153422356, -0.03623024746775627, -0.17834945023059845, 0.01996082440018654, 0.005761534441262484, -0.05756639689207077, 0.06574409455060959, 0.08400467038154602, -0.05972544848918915, 0.10481390357017517, 0.05143458768725395, -0.03889339417219162, 0.05943465232849121, -0.08749880641698837, -0.09483496844768524, -0.08201710879802704, 0.043388303369283676, 0.07525820285081863, 0.11270634084939957, 0.02634345181286335, 0.11627546697854996, -0.07006262987852097, 0.06901906430721283, 0.14375843107700348, -0.31984972953796387, 0.010745376348495483, 0.055991120636463165, 0.04291652515530586, 0.033030860126018524, -0.016528693959116936, 0.04072484001517296, 0.04890982434153557, 0.031866297125816345, 0.024754419922828674, -0.06552451848983765, -0.10951047390699387, 0.04785561561584473, -0.06999340653419495, -0.07862776517868042, 0.25710269808769226, -0.04801446944475174, 0.03887457773089409, -0.0065812100656330585, -0.08277663588523865, 0.03142692148685455, -0.024283219128847122, 0.06472092866897583, -0.007266443222761154, 0.11366972327232361, 0.0825769305229187, -0.06441789120435715, -0.14107969403266907, -0.006551559083163738, -0.19080834090709686, 0.06168397143483162, 0.021446790546178818, 0.06124401465058327, -0.16626080870628357, 0.08631501346826553, 0.04235517978668213, -0.11884547770023346, 0.012972825206816196, -0.06833431124687195, 0.11337460577487946, 0.03404291719198227, -0.08700860291719437, -0.03320020064711571, 0.1328626126050949, 0.20316582918167114, -0.0007251521456055343, 0.007892068475484848, -0.05360507220029831, 0.12285509705543518, -0.015105866827070713, 0.0479670986533165, 0.010249488055706024, -0.025561252608895302, 0.09518256038427353, -0.11164674907922745, 0.0755082443356514, -0.042733367532491684, -0.15389473736286163, -0.035698384046554565, 0.004101504571735859, 0.10900478810071945, 0.056303706020116806, 0.0644683763384819, -0.020986299961805344, 0.003434670390561223, 0.12726271152496338, -0.07422502338886261, -0.019216813147068024, 0.0038821413181722164, 0.021616140380501747, 0.1273651272058487, 0.046659987419843674, 0.03858748823404312, -0.10845311731100082, 0.06241363659501076, -0.05940724164247513, -0.010402198880910873, -0.04256352037191391, -0.02258823998272419, 0.072361059486866, -0.0792737677693367, 0.026160676032304764, -0.13677650690078735, -0.21074819564819336, 0.022660203278064728, 0.04787932336330414, -0.0069387988187372684, -0.0846814289689064, 0.004306862596422434, -0.04158133640885353, 0.04199383035302162, -0.07821887731552124, 0.02571936696767807, -0.07781939953565598, 0.07614772766828537, -0.09561307728290558, 0.01721763424575329, -0.16997002065181732, 0.07850287854671478, -0.12620672583580017, -0.0034217678476125, -0.028408121317625046, 0.012479981407523155, -0.03997199237346649, 0.17425893247127533, -0.053398121148347855, -0.017202474176883698, -0.010312623344361782, 0.015006499364972115, -0.016517119482159615, 0.16012388467788696, -0.10411764681339264, -0.06727849692106247, 0.16882748901844025, -0.09774205088615417, -0.17963294684886932, 0.08320857584476471, 0.023686183616518974, 0.021791718900203705, 0.07389604300260544, 0.16792570054531097, 0.050014927983284, -0.012948339805006981, 0.10048970580101013, 0.12765581905841827, -0.05333869531750679, -0.16511335968971252, 0.04091741889715195, -0.07181742787361145, -0.10754161328077316, 0.06286145001649857, -0.007697070483118296, 0.08237019181251526, 0.0021460577845573425, -0.06980063021183014, -0.07319383323192596, -0.02946155145764351, -0.00473290728405118, -0.018173789605498314, 0.0849924385547638, -0.05149482190608978, 0.0015268285060301423, 0.00221633561886847, 0.018373316153883934, 0.009044278413057327, 0.06747604161500931, -0.00923222303390503, 0.09536771476268768, 0.020776569843292236, 0.06201004981994629, -0.1533770114183426, 0.006893590092658997, -0.009909264743328094, 0.03543130308389664, 0.001175094279460609, 0.04138211905956268, 0.03300900012254715, -0.03647151216864586, 0.0033344251569360495, 0.007445875089615583, 0.14058078825473785, 0.0036905501037836075, -0.03831839561462402, -0.1080256849527359, 0.05684812739491463, -0.04333861917257309, 0.021658753976225853, -0.02425168827176094, 0.03577493503689766, 0.00030153681291267276, 0.08654186874628067, -0.04671810567378998, 0.09181082993745804, -0.011408193968236446, -0.010590195655822754, -0.0805027037858963, 0.006889373064041138, 0.11759299039840698, 0.034947432577610016, -0.09042924642562866, 0.21910196542739868, -0.1350354105234146, 0.17200489342212677, 0.20392578840255737, -0.2152135819196701, 0.09031891077756882, -0.07852281630039215, -0.022891895845532417, -0.009895206429064274, 0.05232584848999977, -0.012306217104196548, 0.05516159161925316, 0.026813236996531487, 0.1719793826341629, -0.05889924615621567, -0.04707982763648033, -0.028371449559926987, -0.06051374971866608, -0.011364621110260487, 0.06149724870920181, 0.13218241930007935, -0.1347028762102127, 0.18360644578933716, 0.3243405222892761, -0.03691548481583595, 0.11078153550624847, -0.0827852115035057, -0.02329704724252224, 0.07184484601020813, -0.01043473556637764, -0.03365527093410492, -0.07165621966123581, -0.14395327866077423, 0.01014961488544941, 0.10441438108682632, 0.039379850029945374, 0.08263874799013138, -0.12406744062900543, -0.04392138123512268, -0.027272919192910194, -0.03050144948065281, -0.025818048045039177, 0.07525452971458435, 0.020502787083387375, 0.1036284789443016, -0.05163446068763733, -0.04717184230685234, 0.11892081052064896, 0.0072346096858382225, -0.08998528122901917, 0.16689328849315643, -0.17073485255241394, -0.2244219183921814, -0.17356477677822113, -0.13080145418643951, -0.06488680094480515, 0.01366183441132307, 0.14914117753505707, -0.045059047639369965, -0.044005636125802994, -0.03318621218204498, -0.004939279519021511, -0.024550406262278557, -0.014006247743964195, -0.031101318076252937, 0.041766323149204254, -0.03811611980199814, -0.11942537128925323, -0.04469717666506767, 0.015109104104340076, -0.04687269404530525, 0.11319978535175323, -0.08467254042625427, 0.067581906914711, 0.13874302804470062, 0.049866169691085815, 0.01762245036661625, -0.021154841408133507, 0.1635333150625229, -0.03142120689153671, 0.010894139297306538, 0.2386128306388855, -0.029466969892382622, 0.08829565346240997, 0.13601630926132202, 0.01513985451310873, -0.05410731956362724, 0.02121710032224655, -0.04194982722401619, -0.07198938727378845, -0.27939659357070923, -0.10871542990207672, -0.12037687748670578, 0.04971914365887642, 0.03303220123052597, 0.08157248049974442, 0.13858801126480103, 0.07096214592456818, -0.058591052889823914, 0.00593948969617486, 0.019931040704250336, 0.08350979536771774, 0.25703105330467224, -0.01170644722878933, 0.11679749190807343, -0.10766720026731491, -0.055901817977428436, 0.11677417904138565, 0.09612221270799637, 0.18226054310798645, 0.08775188773870468, 0.10523796081542969, 0.06843797862529755, 0.11562921106815338, 0.0866650938987732, 0.1327928602695465, 0.020406272262334824, 0.014137346297502518, -0.05962006747722626, -0.04471849277615547, -0.028865937143564224, 0.044081296771764755, -0.06792880594730377, -0.12898631393909454, -0.03048865497112274, -0.11333194375038147, 0.07740849256515503, 0.20509929955005646, 0.012580176815390587, -0.15534241497516632, 0.028231242671608925, 0.10156688094139099, -0.011678937822580338, -0.06202634796500206, 0.0957191213965416, -0.060576874762773514, -0.09921947866678238, 0.10508868843317032, -0.04123811051249504, 0.15149769186973572, -0.007762582041323185, 0.07016529887914658, -0.04297863692045212, -0.06570375710725784, 0.05849940702319145, 0.12861360609531403, -0.3059656620025635, 0.20078223943710327, -0.016961652785539627, -0.03391352668404579, -0.08699892461299896, 0.01875806599855423, 0.05563880130648613, 0.20122791826725006, 0.07476016879081726, 0.0048573212698102, -0.1078733429312706, 0.0009312344482168555, -0.039232466369867325, 0.038618918508291245, 0.03804511949419975, -0.01501205749809742, -0.03361489996314049, -0.06277565658092499, -0.008037378080189228, -0.00989917479455471, 0.043315451592206955, -0.04088108241558075, -0.18061161041259766, 0.05999089032411575, 0.08898419141769409, 0.04969194903969765, -0.0356324277818203, -0.006418269127607346, -0.1033220961689949, 0.15754316747188568, -0.10480653494596481, -0.1046440601348877, -0.10381928831338882, -0.1349751502275467, 0.06835691630840302, -0.058793142437934875, 0.05217145383358002, -0.09615350514650345, 0.0037623608950525522, -0.07474496215581894, -0.21188507974147797, 0.0828956812620163, -0.11622034013271332, -0.027505196630954742, -0.020539913326501846, 0.13376973569393158, -0.099294513463974, 0.008976747281849384, 0.023573661223053932, 0.014971025288105011, -0.13611336052417755, -0.12006910890340805, -0.027015788480639458, 0.039920873939991, 0.05130281299352646, -0.02470179833471775, -0.12855733931064606, -0.05481228977441788, -0.009695333428680897, -0.0539546012878418, 0.26610642671585083, 0.17389363050460815, -0.049256037920713425, 0.19097112119197845, 0.2104797661304474, -0.12081823498010635, -0.3064815402030945, -0.1622057557106018, -0.14277411997318268, -0.08298555016517639, -0.008080689236521721, -0.18866394460201263, 0.09847476333379745, 0.05609850585460663, -0.05836939811706543, 0.12537114322185516, -0.26072078943252563, -0.07616179436445236, 0.18089105188846588, -0.017300616949796677, 0.2924274206161499, -0.15681467950344086, -0.09962597489356995, -0.09333030134439468, -0.15693040192127228, 0.1411662995815277, -0.1046462282538414, 0.0791696086525917, -0.024360161274671555, 0.08801531791687012, -0.0006446529878303409, -0.04900709539651871, 0.11691555380821228, 0.00921513233333826, 0.03281194344162941, -0.12149681150913239, 0.056987859308719635, 0.08538360148668289, -0.013075804337859154, 0.062069185078144073, -0.19225189089775085, 0.0331696942448616, -0.0790131688117981, -0.016645802184939384, -0.06035640090703964, 0.08730704337358475, 0.012333052232861519, -0.0530281625688076, -0.01192198134958744, -0.06597971171140671, 0.020794253796339035, -0.0018401086563244462, 0.22530364990234375, 0.011509657837450504, 0.09777376055717468, 0.1291971653699875, 0.08481639623641968, -0.15297047793865204, 0.017072414979338646, -0.10549130290746689, -0.07022660225629807, 0.06840229779481888, -0.14932285249233246, 0.02835858426988125, 0.09782147407531738, -0.059697750955820084, 0.05294174328446388, 0.07191886007785797, 0.004875028505921364, -0.03096538595855236, 0.11478627473115921, -0.18546147644519806, -0.00013400305761024356, -0.02704268880188465, 0.10623487085103989, 0.052408963441848755, 0.05280640348792076, 0.15644077956676483, 0.021113155409693718, -0.029008764773607254, 0.021702690050005913, 0.03318812698125839, -0.05135330557823181, 0.05222452059388161, 0.008309357799589634, -0.005349334795027971, -0.13861621916294098, 0.12742432951927185, 0.022620227187871933, -0.12611164152622223, -0.0041002510115504265, 0.16364802420139313, -0.14808130264282227, -0.14218667149543762, -0.017454801127314568, 0.08500386774539948, -0.17155800759792328, -0.07811031490564346, -0.038606297224760056, -0.14443621039390564, 0.08141457289457321, 0.08800362050533295, 0.08680197596549988, 0.06445270776748657, -0.03394533321261406, -0.08267857134342194, 0.032304566353559494, 0.0049696569330990314, -0.04812069609761238, 0.02089575119316578, -0.055365368723869324, -0.04503483697772026, -0.0027857504319399595, 0.09460388869047165, -0.04532266780734062, -0.03296300396323204, -0.08128853142261505, 0.02865656092762947, -0.20147328078746796, -0.015187202021479607, -0.09415388107299805, -0.03187621757388115, -0.0015979615272954106, -0.04008820280432701, -0.03973127156496048, -0.010827152989804745, -0.12182443588972092, -0.02617211639881134, -0.05766256898641586, 0.07673417776823044, -0.10845611244440079, -0.028551416471600533, 0.08713752031326294, -0.025507433339953423, 0.11644946038722992, 0.10265544056892395, -0.1018715500831604, 0.09867877513170242, -0.1874764859676361, -0.09527559578418732, 0.08822784572839737, 0.042973943054676056, 0.012916147708892822, 0.01769813522696495, -0.010068153962492943, 0.11622646450996399, -0.007752845995128155, 0.02938169427216053, 0.0008335627499036491, -0.1429315060377121, -0.04038388282060623, -0.00963477324694395, -0.1279422789812088, -0.0367879755795002, -0.10016362369060516, 0.09314582496881485, 0.03409304842352867, 0.18399889767169952, -0.025380535051226616, 0.07652316242456436, -0.04019315540790558, 0.029166582971811295, -0.0016132043674588203, -0.16916808485984802, -0.16014495491981506, -0.07806266844272614, -0.02528291568160057, -0.00013238756218925118, 0.24324436485767365, -0.0037429225631058216, -0.045160260051488876, 0.054976705461740494, 0.12105543911457062, 0.020112773403525352, 0.007992844097316265, 0.269501268863678, 0.08827800303697586, -0.009569542482495308, -0.11835147440433502, 0.021875854581594467, 0.0039621032774448395, -0.03680551424622536, 0.09781698882579803, 0.100112184882164, 0.056020691990852356, 0.09890145063400269, 0.00922835897654295, 0.03075345978140831, -0.07250143587589264, -0.10553468763828278, 0.05465863645076752, 0.09732133895158768, -0.010757656767964363, 0.13332785665988922, 0.17364443838596344, -0.03213251754641533, 0.026470502838492393, -0.023487534373998642, -0.016268586739897728, -0.16168121993541718, -0.15811005234718323, -0.059976086020469666, -0.1028255745768547, -0.007268085610121489, -0.06997712701559067, 0.05824868381023407, 0.07726197689771652, 0.05128513649106026, -0.0697997659444809, 0.01124443206936121, 0.018727298825979233, -0.09290094673633575, 0.03817956894636154, -0.04044562950730324, 0.02147156000137329, -0.02155199833214283, -0.03960965946316719, -0.060375336557626724, -0.022949721664190292, -0.03747866302728653, 0.0724296122789383, 0.006965488661080599, 0.05264003202319145, -0.14689481258392334, -0.07663425803184509, -0.04212968796491623, 0.05311591923236847, -0.018871504813432693, 0.176773801445961, 0.015160951763391495, -0.005001510959118605, 0.08628835529088974, 0.18044885993003845, -0.0671721026301384, -0.15880315005779266, -0.03796863555908203, 0.1835528016090393, 0.039330318570137024, 0.05349040776491165, -0.0008495228830724955, 0.01573481783270836, -0.06638982892036438, 0.3298572897911072, 0.29724568128585815, -0.06669566035270691, 0.0033776862546801567, -0.016586091369390488, 0.028243903070688248, 0.08244466781616211, 0.12719544768333435, 0.1276976466178894, 0.19984276592731476, -0.06957032531499863, -0.0061566149815917015, -0.053352419286966324, -0.004647963680326939, -0.18770086765289307, 0.10062041133642197, -0.009771645069122314, -0.11137741804122925, 0.005358096677809954, 0.10640086978673935, -0.16066047549247742, 0.11809248477220535, -0.10325583815574646, -0.08172155916690826, -0.026359431445598602, -0.0007189589086920023, 0.18170574307441711, 0.02347898855805397, 0.03723771125078201, -0.023244237527251244, -0.0568552166223526, 0.12317250669002533, -0.022083155810832977, -0.20189252495765686, -0.028584126383066177, 0.07930551469326019, -0.05750061571598053, 0.05794338509440422, 0.011503873392939568, 0.043815311044454575, 0.07014307379722595, 0.0723450779914856, -0.09618177264928818, 0.07520414888858795, 0.018234016373753548, -0.024325445294380188, 0.040413275361061096, -0.06549432873725891, -0.013718444854021072, -0.10404457896947861, 0.045324817299842834, -0.05500193312764168, 0.05311541631817818, 0.015883121639490128, -0.0556124709546566, -0.01508706621825695, 0.024396654218435287, -0.07523267716169357, 0.048160817474126816, 0.025357596576213837, -0.01975247450172901, -0.03718627616763115, -0.07733077555894852, -0.0300162211060524, 0.0011540286941453815, -0.19298063218593597, -0.06954346597194672, -0.04385873302817345, -0.06362820416688919, 0.09209901094436646, 0.029199283570051193, -0.17206096649169922, -0.00954027846455574, -0.10737528651952744, 0.03255205973982811, -0.18326300382614136, 0.038954831659793854, 0.08996261656284332, -0.014540324918925762, 0.0064759389497339725, -0.0549422912299633, 0.030680058524012566, 0.031040078029036522, -0.07519115507602692, -0.07987186312675476 ]