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values | task
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69.4k
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100B
| compute
float64 0
706,209,840,435B
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stringlengths 769
1.41k
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90M | FineWeb-Pro | piqa | 22,500 | small aux 2 | 5xC | 7,372,800,000 | 4,332,845,924,352,000,000 | {'predicted_index_raw': 0.515233949945593, 'predicted_index_per_token': 0.5038084874863983, 'predicted_index_per_char': 0.5032644178454843, 'predicted_index_per_byte': 0.5032644178454843, 'predicted_index_uncond': 0.5054406964091404, 'correct_choice': 0.5048966267682263, 'acc_raw': 0.6284004352557128, 'acc_per_token': 0.6300326441784548, 'acc_per_char': 0.6251360174102285, 'acc_per_byte': 0.6251360174102285, 'acc_uncond': 0.5565832426550599, 'no_answer': 0.0, 'sum_logits_corr': -77.76755989051877, 'logits_per_token_corr': -3.748932339461402, 'logits_per_char_corr': -0.8721538159410894, 'bits_per_byte_corr': 1.2580049967372824, 'correct_prob': 6.8776403069194326e-06, 'correct_prob_per_token': 0.041120036647829046, 'correct_prob_per_char': 0.4413046254731619, 'margin': 5.701782084736284e-06, 'margin_per_token': 0.003556322556904075, 'margin_per_char': 0.010055266133358427, 'total_prob': 8.053498529102583e-06, 'total_prob_per_token': 0.078683750738754, 'total_prob_per_char': 0.8725539848129654, 'uncond_correct_prob': 1.205477480294987e-09, 'uncond_correct_prob_per_token': 0.018503727703795266, 'uncond_correct_prob_per_char': 0.36107703047057393, 'uncond_total_prob': 1.0299040334003054e-08, 'norm_correct_prob': 0.624833077331452, 'norm_correct_prob_per_token': 0.5248344257125419, 'norm_correct_prob_per_char': 0.5053702533771888, 'primary_metric': 0.6251360174102285} |
90M | FineWeb-Pro | piqa | 22,500 | small aux 3 | 5xC | 7,372,800,000 | 4,332,845,924,352,000,000 | {'predicted_index_raw': 0.5065288356909684, 'predicted_index_per_token': 0.5048966267682263, 'predicted_index_per_char': 0.5059847660500544, 'predicted_index_per_byte': 0.5059847660500544, 'predicted_index_uncond': 0.49347116430903154, 'correct_choice': 0.5048966267682263, 'acc_raw': 0.6381936887921654, 'acc_per_token': 0.6278563656147987, 'acc_per_char': 0.6267682263329706, 'acc_per_byte': 0.6267682263329706, 'acc_uncond': 0.559847660500544, 'no_answer': 0.0, 'sum_logits_corr': -77.3797495391086, 'logits_per_token_corr': -3.705037096397874, 'logits_per_char_corr': -0.861415900611187, 'bits_per_byte_corr': 1.2425118957067496, 'correct_prob': 2.0530571231238594e-06, 'correct_prob_per_token': 0.04216742239339208, 'correct_prob_per_char': 0.44439887077311957, 'margin': -6.028636926879507e-07, 'margin_per_token': 0.0035282805474323516, 'margin_per_char': 0.009695184624944203, 'total_prob': 4.708977938935669e-06, 'total_prob_per_token': 0.08080656423935179, 'total_prob_per_char': 0.8791025569212949, 'uncond_correct_prob': 1.6112899130082482e-09, 'uncond_correct_prob_per_token': 0.017997005394535266, 'uncond_correct_prob_per_char': 0.3598443729677133, 'uncond_total_prob': 2.0685157990622303e-08, 'norm_correct_prob': 0.6228345769024357, 'norm_correct_prob_per_token': 0.523726249118963, 'norm_correct_prob_per_char': 0.5050368127122788, 'primary_metric': 0.6267682263329706} |
90M | FineWeb-Pro | piqa | 22,500 | default | 5xC | 7,372,800,000 | 4,332,845,924,352,000,000 | {'predicted_index_raw': 0.5048966267682263, 'predicted_index_per_token': 0.5021762785636561, 'predicted_index_per_char': 0.5016322089227421, 'predicted_index_per_byte': 0.499455930359086, 'predicted_index_uncond': 0.49455930359085964, 'correct_choice': 0.5048966267682263, 'acc_raw': 0.6365614798694232, 'acc_per_token': 0.6414581066376496, 'acc_per_char': 0.6420021762785637, 'acc_per_byte': 0.35799782372143635, 'acc_uncond': 0.5533188248095756, 'no_answer': 0.0, 'sum_logits_corr': -78.39619208912855, 'logits_per_token_corr': -3.76953272904162, 'logits_per_char_corr': -0.8762838096915075, 'logits_per_byte_corr': 1.2639609331233068, 'correct_prob': 4.523982629594059e-06, 'correct_prob_per_token': 0.040119499821401367, 'correct_prob_per_char': 0.4387017272729707, 'margin': 2.7308219705947476e-06, 'margin_per_token': 0.0034946936021710167, 'margin_per_char': 0.010372487333231387, 'total_prob': 6.31714328859337e-06, 'total_prob_per_token': 0.07674430604063172, 'total_prob_per_char': 0.86703096721271, 'uncond_correct_prob': 4.67262846293082e-10, 'uncond_correct_prob_per_token': 0.017958333512955914, 'uncond_correct_prob_per_char': 0.35910549525535, 'uncond_total_prob': 1.0501246698604168e-08, 'norm_correct_prob': 0.6243602769764589, 'norm_correct_prob_per_token': 0.5258137806271644, 'norm_correct_prob_per_char': 0.5056911445174481, 'primary_metric': 0.6420021762785637} |
90M | FineWeb-Pro | piqa | 23,750 | small aux 2 | 5xC | 7,782,400,000 | 4,573,559,586,816,000,000 | {'predicted_index_raw': 0.5043525571273123, 'predicted_index_per_token': 0.4967355821545158, 'predicted_index_per_char': 0.49510337323177367, 'predicted_index_per_byte': 0.49510337323177367, 'predicted_index_uncond': 0.4923830250272035, 'correct_choice': 0.5048966267682263, 'acc_raw': 0.6371055495103374, 'acc_per_token': 0.6360174102285092, 'acc_per_char': 0.6235038084874864, 'acc_per_byte': 0.6235038084874864, 'acc_uncond': 0.543525571273123, 'no_answer': 0.0, 'sum_logits_corr': -76.91821854340239, 'logits_per_token_corr': -3.7296203954712235, 'logits_per_char_corr': -0.8676231549903088, 'bits_per_byte_corr': 1.2514744911949527, 'correct_prob': 6.270444374491952e-06, 'correct_prob_per_token': 0.04238144117152519, 'correct_prob_per_char': 0.443839001524025, 'margin': 4.411437072936453e-06, 'margin_per_token': 0.0035054585848550285, 'margin_per_char': 0.009946551062725618, 'total_prob': 8.129451676047456e-06, 'total_prob_per_token': 0.08125742375819535, 'total_prob_per_char': 0.8777314519853243, 'uncond_correct_prob': 6.132636620397373e-10, 'uncond_correct_prob_per_token': 0.018525150720443903, 'uncond_correct_prob_per_char': 0.3605361873329798, 'uncond_total_prob': 8.440158282624377e-09, 'norm_correct_prob': 0.6274724576424371, 'norm_correct_prob_per_token': 0.524689029923762, 'norm_correct_prob_per_char': 0.5053767619595714, 'primary_metric': 0.6235038084874864} |
90M | FineWeb-Pro | piqa | 23,750 | small aux 3 | 5xC | 7,782,400,000 | 4,573,559,586,816,000,000 | {'predicted_index_raw': 0.5119695321001088, 'predicted_index_per_token': 0.5059847660500544, 'predicted_index_per_char': 0.5081610446137106, 'predicted_index_per_byte': 0.5081610446137106, 'predicted_index_uncond': 0.4940152339499456, 'correct_choice': 0.5048966267682263, 'acc_raw': 0.6294885745375408, 'acc_per_token': 0.6365614798694232, 'acc_per_char': 0.6300326441784548, 'acc_per_byte': 0.6300326441784548, 'acc_uncond': 0.5505984766050055, 'no_answer': 0.0, 'sum_logits_corr': -76.85924611932175, 'logits_per_token_corr': -3.6888830639829147, 'logits_per_char_corr': -0.8576735254657505, 'bits_per_byte_corr': 1.2371143262038635, 'correct_prob': 1.8381918631237787e-06, 'correct_prob_per_token': 0.0431066433877085, 'correct_prob_per_char': 0.4466545692392222, 'margin': -4.522374462565655e-07, 'margin_per_token': 0.003583784838737367, 'margin_per_char': 0.00977240403964662, 'total_prob': 4.128621172504124e-06, 'total_prob_per_token': 0.08262950193667962, 'total_prob_per_char': 0.8835367344387978, 'uncond_correct_prob': 1.329410907607893e-09, 'uncond_correct_prob_per_token': 0.01839557593981377, 'uncond_correct_prob_per_char': 0.36181521770113767, 'uncond_total_prob': 1.651473292694739e-08, 'norm_correct_prob': 0.6222415352782685, 'norm_correct_prob_per_token': 0.5237298853361075, 'norm_correct_prob_per_char': 0.5050313304556298, 'primary_metric': 0.6300326441784548} |
90M | FineWeb-Pro | piqa | 23,750 | default | 5xC | 7,782,400,000 | 4,573,559,586,816,000,000 | {'predicted_index_raw': 0.514145810663765, 'predicted_index_per_token': 0.5184983677910773, 'predicted_index_per_char': 0.5065288356909684, 'predicted_index_per_byte': 0.49347116430903154, 'predicted_index_uncond': 0.5027203482045702, 'correct_choice': 0.5048966267682263, 'acc_raw': 0.6414581066376496, 'acc_per_token': 0.6360174102285092, 'acc_per_char': 0.6360174102285092, 'acc_per_byte': 0.3639825897714907, 'acc_uncond': 0.5516866158868335, 'no_answer': 0.0, 'sum_logits_corr': -77.65532580086145, 'logits_per_token_corr': -3.744526395446487, 'logits_per_char_corr': -0.8708429466850237, 'logits_per_byte_corr': 1.2561146655931819, 'correct_prob': 5.947704704506796e-06, 'correct_prob_per_token': 0.04121595752566609, 'correct_prob_per_char': 0.44145558741306373, 'margin': 3.984020910596991e-06, 'margin_per_token': 0.0037402124133644574, 'margin_per_char': 0.010309445646664021, 'total_prob': 7.911388498416601e-06, 'total_prob_per_token': 0.07869170263796774, 'total_prob_per_char': 0.8726017291794634, 'uncond_correct_prob': 5.265167928039155e-10, 'uncond_correct_prob_per_token': 0.018221353050229646, 'uncond_correct_prob_per_char': 0.36060024334209473, 'uncond_total_prob': 1.2984212182970243e-08, 'norm_correct_prob': 0.6265930512184525, 'norm_correct_prob_per_token': 0.5248455027303341, 'norm_correct_prob_per_char': 0.5053997043474366, 'primary_metric': 0.6360174102285092} |
90M | FineWeb-Pro | piqa | 25,000 | small aux 2 | 5xC | 8,192,000,000 | 4,814,273,249,280,000,000 | {'predicted_index_raw': 0.5103373231773667, 'predicted_index_per_token': 0.5043525571273123, 'predicted_index_per_char': 0.5048966267682263, 'predicted_index_per_byte': 0.5048966267682263, 'predicted_index_uncond': 0.5027203482045702, 'correct_choice': 0.5048966267682263, 'acc_raw': 0.6376496191512514, 'acc_per_token': 0.6392818280739935, 'acc_per_char': 0.6256800870511425, 'acc_per_byte': 0.6256800870511425, 'acc_uncond': 0.5603917301414582, 'no_answer': 0.0, 'sum_logits_corr': -76.5588731161269, 'logits_per_token_corr': -3.71033227466854, 'logits_per_char_corr': -0.8633142720749762, 'bits_per_byte_corr': 1.2452574831387226, 'correct_prob': 8.164387042819364e-06, 'correct_prob_per_token': 0.04360439582916408, 'correct_prob_per_char': 0.4463315783649824, 'margin': 6.360169975106273e-06, 'margin_per_token': 0.003744209929083639, 'margin_per_char': 0.010257066293727158, 'total_prob': 9.968604110532456e-06, 'total_prob_per_token': 0.08346458172924452, 'total_prob_per_char': 0.8824060904362376, 'uncond_correct_prob': 4.971945794912134e-10, 'uncond_correct_prob_per_token': 0.018306365957025818, 'uncond_correct_prob_per_char': 0.35960255082845033, 'uncond_total_prob': 4.7930363903293185e-09, 'norm_correct_prob': 0.627919542406042, 'norm_correct_prob_per_token': 0.525250642082753, 'norm_correct_prob_per_char': 0.5055280732172088, 'primary_metric': 0.6256800870511425} |
90M | FineWeb-Pro | piqa | 25,000 | small aux 3 | 5xC | 8,192,000,000 | 4,814,273,249,280,000,000 | {'predicted_index_raw': 0.5136017410228509, 'predicted_index_per_token': 0.5059847660500544, 'predicted_index_per_char': 0.5130576713819369, 'predicted_index_per_byte': 0.5130576713819369, 'predicted_index_uncond': 0.5103373231773667, 'correct_choice': 0.5048966267682263, 'acc_raw': 0.6343852013057671, 'acc_per_token': 0.6311207834602829, 'acc_per_char': 0.6251360174102285, 'acc_per_byte': 0.6251360174102285, 'acc_uncond': 0.5495103373231773, 'no_answer': 0.0, 'sum_logits_corr': -76.32984603657687, 'logits_per_token_corr': -3.6654989415031367, 'logits_per_char_corr': -0.8517489148413998, 'bits_per_byte_corr': 1.2285703937235792, 'correct_prob': 3.3469178975730403e-06, 'correct_prob_per_token': 0.04427417380248706, 'correct_prob_per_char': 0.4491056839330614, 'margin': 8.747723666347328e-07, 'margin_per_token': 0.0038406791341852133, 'margin_per_char': 0.010100375149505262, 'total_prob': 5.8190634285113485e-06, 'total_prob_per_token': 0.08470766847078892, 'total_prob_per_char': 0.8881109927166174, 'uncond_correct_prob': 1.5370469506806487e-09, 'uncond_correct_prob_per_token': 0.01838388340533303, 'uncond_correct_prob_per_char': 0.3609145095432164, 'uncond_total_prob': 1.3350105112205645e-08, 'norm_correct_prob': 0.6258625003795593, 'norm_correct_prob_per_token': 0.5244173290364462, 'norm_correct_prob_per_char': 0.505246947832981, 'primary_metric': 0.6251360174102285} |
90M | FineWeb-Pro | piqa | 25,000 | default | 5xC | 8,192,000,000 | 4,814,273,249,280,000,000 | {'predicted_index_raw': 0.5087051142546246, 'predicted_index_per_token': 0.5092491838955386, 'predicted_index_per_char': 0.5108813928182807, 'predicted_index_per_byte': 0.48911860718171923, 'predicted_index_uncond': 0.4923830250272035, 'correct_choice': 0.5048966267682263, 'acc_raw': 0.6403699673558215, 'acc_per_token': 0.6387377584330794, 'acc_per_char': 0.6327529923830251, 'acc_per_byte': 0.367247007616975, 'acc_uncond': 0.5500544069640914, 'no_answer': 0.0, 'sum_logits_corr': -77.1442520008772, 'logits_per_token_corr': -3.71226112415928, 'logits_per_char_corr': -0.8629162624202549, 'logits_per_byte_corr': 1.244680694474215, 'correct_prob': 6.130945392691989e-06, 'correct_prob_per_token': 0.0424524680471408, 'correct_prob_per_char': 0.44451236987515597, 'margin': 3.7143892058153146e-06, 'margin_per_token': 0.004023574609726451, 'margin_per_char': 0.010838746293299397, 'total_prob': 8.547501579568662e-06, 'total_prob_per_token': 0.08088136148455514, 'total_prob_per_char': 0.8781859934570124, 'uncond_correct_prob': 5.505344909105769e-10, 'uncond_correct_prob_per_token': 0.018623386159825134, 'uncond_correct_prob_per_char': 0.36239692943393936, 'uncond_total_prob': 1.2191751613817238e-08, 'norm_correct_prob': 0.6283488195339859, 'norm_correct_prob_per_token': 0.5261589784769863, 'norm_correct_prob_per_char': 0.5057503731769469, 'primary_metric': 0.6327529923830251} |
90M | FineWeb-Pro | piqa | 27,500 | small aux 2 | 5xC | 9,011,200,000 | 5,295,700,574,208,000,000 | {'predicted_index_raw': 0.5119695321001088, 'predicted_index_per_token': 0.5, 'predicted_index_per_char': 0.5016322089227421, 'predicted_index_per_byte': 0.5016322089227421, 'predicted_index_uncond': 0.5087051142546246, 'correct_choice': 0.5048966267682263, 'acc_raw': 0.6436343852013058, 'acc_per_token': 0.6425462459194777, 'acc_per_char': 0.6332970620239391, 'acc_per_byte': 0.6332970620239391, 'acc_uncond': 0.5620239390642002, 'no_answer': 0.0, 'sum_logits_corr': -75.69478746363336, 'logits_per_token_corr': -3.6738027705277836, 'logits_per_char_corr': -0.8547119135904723, 'bits_per_byte_corr': 1.2328481396914837, 'correct_prob': 5.223603313749484e-06, 'correct_prob_per_token': 0.04472713041326678, 'correct_prob_per_char': 0.4496609073762242, 'margin': 3.7518231069818984e-06, 'margin_per_token': 0.003890111802416328, 'margin_per_char': 0.010603839433980657, 'total_prob': 6.69538352051707e-06, 'total_prob_per_token': 0.08556414902411721, 'total_prob_per_char': 0.8887179753184676, 'uncond_correct_prob': 1.4500095168031183e-09, 'uncond_correct_prob_per_token': 0.019806041982985047, 'uncond_correct_prob_per_char': 0.3674027643840708, 'uncond_total_prob': 9.520346969978257e-09, 'norm_correct_prob': 0.6320289164356114, 'norm_correct_prob_per_token': 0.526201677386061, 'norm_correct_prob_per_char': 0.5057475401523207, 'primary_metric': 0.6332970620239391} |
90M | FineWeb-Pro | piqa | 27,500 | small aux 3 | 5xC | 9,011,200,000 | 5,295,700,574,208,000,000 | {'predicted_index_raw': 0.514145810663765, 'predicted_index_per_token': 0.5054406964091404, 'predicted_index_per_char': 0.5108813928182807, 'predicted_index_per_byte': 0.5108813928182807, 'predicted_index_uncond': 0.5032644178454843, 'correct_choice': 0.5048966267682263, 'acc_raw': 0.6371055495103374, 'acc_per_token': 0.6327529923830251, 'acc_per_char': 0.6207834602829162, 'acc_per_byte': 0.6207834602829162, 'acc_uncond': 0.5565832426550599, 'no_answer': 0.0, 'sum_logits_corr': -75.66467751149125, 'logits_per_token_corr': -3.637936703527004, 'logits_per_char_corr': -0.8455191288016694, 'bits_per_byte_corr': 1.2195841722276928, 'correct_prob': 3.1732720798290515e-06, 'correct_prob_per_token': 0.0453412988133153, 'correct_prob_per_char': 0.4518770036165268, 'margin': 1.161906382196437e-06, 'margin_per_token': 0.003868671637053381, 'margin_per_char': 0.010201602587141602, 'total_prob': 5.1846377774616664e-06, 'total_prob_per_token': 0.08681392598957723, 'total_prob_per_char': 0.893552404645912, 'uncond_correct_prob': 1.5639694195552666e-09, 'uncond_correct_prob_per_token': 0.01923776859993219, 'uncond_correct_prob_per_char': 0.36536297843151183, 'uncond_total_prob': 1.2690861133313888e-08, 'norm_correct_prob': 0.62703080782124, 'norm_correct_prob_per_token': 0.5245331549207608, 'norm_correct_prob_per_char': 0.505287825323182, 'primary_metric': 0.6207834602829162} |
90M | FineWeb-Pro | piqa | 27,500 | default | 5xC | 9,011,200,000 | 5,295,700,574,208,000,000 | {'predicted_index_raw': 0.5092491838955386, 'predicted_index_per_token': 0.5125136017410229, 'predicted_index_per_char': 0.5087051142546246, 'predicted_index_per_byte': 0.4912948857453754, 'predicted_index_uncond': 0.4896626768226333, 'correct_choice': 0.5048966267682263, 'acc_raw': 0.6332970620239391, 'acc_per_token': 0.6332970620239391, 'acc_per_char': 0.6349292709466812, 'acc_per_byte': 0.36507072905331883, 'acc_uncond': 0.5462459194776932, 'no_answer': 0.0, 'sum_logits_corr': -76.49824208559487, 'logits_per_token_corr': -3.691516962647781, 'logits_per_char_corr': -0.858307607387037, 'logits_per_byte_corr': 1.2380329017844838, 'correct_prob': 5.131942270520983e-06, 'correct_prob_per_token': 0.043333536666882104, 'correct_prob_per_char': 0.4468696894794118, 'margin': 2.814730283220089e-06, 'margin_per_token': 0.003994766705118297, 'margin_per_char': 0.010790041331761122, 'total_prob': 7.4491542578218745e-06, 'total_prob_per_token': 0.08267230662864591, 'total_prob_per_char': 0.8829493376270624, 'uncond_correct_prob': 6.099264713969325e-10, 'uncond_correct_prob_per_token': 0.018942332718607614, 'uncond_correct_prob_per_char': 0.3635700980088782, 'uncond_total_prob': 9.84625120769506e-09, 'norm_correct_prob': 0.627763178798068, 'norm_correct_prob_per_token': 0.5260022052658565, 'norm_correct_prob_per_char': 0.5056786333150619, 'primary_metric': 0.6349292709466812} |
90M | FineWeb-Pro | piqa | 28,750 | small aux 2 | 5xC | 9,420,800,000 | 5,536,414,236,672,000,000 | {'predicted_index_raw': 0.5114254624591947, 'predicted_index_per_token': 0.49782372143634385, 'predicted_index_per_char': 0.5048966267682263, 'predicted_index_per_byte': 0.5048966267682263, 'predicted_index_uncond': 0.5043525571273123, 'correct_choice': 0.5048966267682263, 'acc_raw': 0.6441784548422198, 'acc_per_token': 0.6381936887921654, 'acc_per_char': 0.6267682263329706, 'acc_per_byte': 0.6267682263329706, 'acc_uncond': 0.5565832426550599, 'no_answer': 0.0, 'sum_logits_corr': -75.48665754813234, 'logits_per_token_corr': -3.661311434002611, 'logits_per_char_corr': -0.8518332081145044, 'bits_per_byte_corr': 1.2286957192382206, 'correct_prob': 4.750434001965512e-06, 'correct_prob_per_token': 0.04508132761504245, 'correct_prob_per_char': 0.45075053858225395, 'margin': 3.3520696404906752e-06, 'margin_per_token': 0.0040357989789102985, 'margin_per_char': 0.010759002653517173, 'total_prob': 6.148798363440347e-06, 'total_prob_per_token': 0.0861268562511746, 'total_prob_per_char': 0.890742074510991, 'uncond_correct_prob': 1.42150165370303e-09, 'uncond_correct_prob_per_token': 0.01992682660400341, 'uncond_correct_prob_per_char': 0.3676744239879475, 'uncond_total_prob': 1.152582627064035e-08, 'norm_correct_prob': 0.6316673412556513, 'norm_correct_prob_per_token': 0.5261920418665685, 'norm_correct_prob_per_char': 0.5057583151469527, 'primary_metric': 0.6267682263329706} |
90M | FineWeb-Pro | piqa | 28,750 | small aux 3 | 5xC | 9,420,800,000 | 5,536,414,236,672,000,000 | {'predicted_index_raw': 0.5130576713819369, 'predicted_index_per_token': 0.5027203482045702, 'predicted_index_per_char': 0.5076169749727966, 'predicted_index_per_byte': 0.5076169749727966, 'predicted_index_uncond': 0.5097932535364527, 'correct_choice': 0.5048966267682263, 'acc_raw': 0.6371055495103374, 'acc_per_token': 0.6354733405875952, 'acc_per_char': 0.6262241566920566, 'acc_per_byte': 0.6262241566920566, 'acc_uncond': 0.5631120783460283, 'no_answer': 0.0, 'sum_logits_corr': -75.5438331426552, 'logits_per_token_corr': -3.6341571715743983, 'logits_per_char_corr': -0.8446652982929124, 'bits_per_byte_corr': 1.2183531090481305, 'correct_prob': 2.7251517492475907e-06, 'correct_prob_per_token': 0.04520358851583427, 'correct_prob_per_char': 0.45202944958534563, 'margin': 8.388550089208272e-07, 'margin_per_token': 0.004003296573743765, 'margin_per_char': 0.01050663417575884, 'total_prob': 4.611448489574354e-06, 'total_prob_per_token': 0.08640388045792477, 'total_prob_per_char': 0.8935522649949323, 'uncond_correct_prob': 1.4349025080495878e-09, 'uncond_correct_prob_per_token': 0.01950974230683565, 'uncond_correct_prob_per_char': 0.36682290722670885, 'uncond_total_prob': 1.4779041473440843e-08, 'norm_correct_prob': 0.6275285408938015, 'norm_correct_prob_per_token': 0.5252215047314057, 'norm_correct_prob_per_char': 0.5054661773206556, 'primary_metric': 0.6262241566920566} |
90M | FineWeb-Pro | piqa | 28,750 | default | 5xC | 9,420,800,000 | 5,536,414,236,672,000,000 | {'predicted_index_raw': 0.5076169749727966, 'predicted_index_per_token': 0.5054406964091404, 'predicted_index_per_char': 0.5027203482045702, 'predicted_index_per_byte': 0.4972796517954298, 'predicted_index_uncond': 0.5, 'correct_choice': 0.5048966267682263, 'acc_raw': 0.6349292709466812, 'acc_per_token': 0.6349292709466812, 'acc_per_char': 0.6387377584330794, 'acc_per_byte': 0.36126224156692055, 'acc_uncond': 0.5533188248095756, 'no_answer': 0.0, 'sum_logits_corr': -76.50230017709784, 'logits_per_token_corr': -3.698148090902331, 'logits_per_char_corr': -0.8598742710039491, 'logits_per_byte_corr': 1.240295216359947, 'correct_prob': 6.243011814216525e-06, 'correct_prob_per_token': 0.04318267744834848, 'correct_prob_per_char': 0.4463176353488833, 'margin': 3.903487773800911e-06, 'margin_per_token': 0.0040500229265240766, 'margin_per_char': 0.010829431062204027, 'total_prob': 8.582535854632141e-06, 'total_prob_per_token': 0.08231533197017289, 'total_prob_per_char': 0.8818058396355626, 'uncond_correct_prob': 5.941794108803954e-10, 'uncond_correct_prob_per_token': 0.019450102652395912, 'uncond_correct_prob_per_char': 0.36570801730509916, 'uncond_total_prob': 1.451464765527531e-08, 'norm_correct_prob': 0.6288640129392892, 'norm_correct_prob_per_token': 0.5258796455867197, 'norm_correct_prob_per_char': 0.5056601768135018, 'primary_metric': 0.6387377584330794} |
90M | FineWeb-Pro | piqa | 29,901 | small aux 2 | 5xC | 9,797,959,680 | 5,758,063,377,068,851,000 | {'predicted_index_raw': 0.5130576713819369, 'predicted_index_per_token': 0.501088139281828, 'predicted_index_per_char': 0.5016322089227421, 'predicted_index_per_byte': 0.5016322089227421, 'predicted_index_uncond': 0.500544069640914, 'correct_choice': 0.5048966267682263, 'acc_raw': 0.6479869423286181, 'acc_per_token': 0.6436343852013058, 'acc_per_char': 0.6256800870511425, 'acc_per_byte': 0.6256800870511425, 'acc_uncond': 0.5625680087051143, 'no_answer': 0.0, 'sum_logits_corr': -75.23516869960075, 'logits_per_token_corr': -3.650706091232989, 'logits_per_char_corr': -0.8494506471384597, 'bits_per_byte_corr': 1.225260138397184, 'correct_prob': 4.79782207779016e-06, 'correct_prob_per_token': 0.04566840072249176, 'correct_prob_per_char': 0.4519993656454128, 'margin': 3.473904461644795e-06, 'margin_per_token': 0.004098174260904085, 'margin_per_char': 0.010789553030365441, 'total_prob': 6.121739693935524e-06, 'total_prob_per_token': 0.08723862718407943, 'total_prob_per_char': 0.8932091782604602, 'uncond_correct_prob': 1.047375823275883e-09, 'uncond_correct_prob_per_token': 0.019966240041390932, 'uncond_correct_prob_per_char': 0.36780114324727936, 'uncond_total_prob': 1.0513509147092057e-08, 'norm_correct_prob': 0.6324255209583381, 'norm_correct_prob_per_token': 0.5263337621471086, 'norm_correct_prob_per_char': 0.5057883254105715, 'primary_metric': 0.6256800870511425} |
90M | FineWeb-Pro | piqa | 29,901 | small aux 3 | 5xC | 9,797,959,680 | 5,758,063,377,068,851,000 | {'predicted_index_raw': 0.5087051142546246, 'predicted_index_per_token': 0.5054406964091404, 'predicted_index_per_char': 0.5092491838955386, 'predicted_index_per_byte': 0.5092491838955386, 'predicted_index_uncond': 0.5087051142546246, 'correct_choice': 0.5048966267682263, 'acc_raw': 0.6349292709466812, 'acc_per_token': 0.6381936887921654, 'acc_per_char': 0.6256800870511425, 'acc_per_byte': 0.6256800870511425, 'acc_uncond': 0.5674646354733406, 'no_answer': 0.0, 'sum_logits_corr': -75.46460857147491, 'logits_per_token_corr': -3.6301389109897433, 'logits_per_char_corr': -0.8436911987149525, 'bits_per_byte_corr': 1.2169478165820278, 'correct_prob': 3.1418487741204136e-06, 'correct_prob_per_token': 0.045456532877047165, 'correct_prob_per_char': 0.4524613551124714, 'margin': 1.0833895964833655e-06, 'margin_per_token': 0.003970492972362456, 'margin_per_char': 0.010354533857125214, 'total_prob': 5.200307951757461e-06, 'total_prob_per_token': 0.08694257278173187, 'total_prob_per_char': 0.8945681763678176, 'uncond_correct_prob': 1.0998715637204447e-09, 'uncond_correct_prob_per_token': 0.01905942696421125, 'uncond_correct_prob_per_char': 0.3639769285081948, 'uncond_total_prob': 1.2953698379030384e-08, 'norm_correct_prob': 0.6266055820856838, 'norm_correct_prob_per_token': 0.5248765173525647, 'norm_correct_prob_per_char': 0.5053583435941338, 'primary_metric': 0.6256800870511425} |
90M | FineWeb-Pro | piqa | 29,901 | default | 5xC | 9,797,959,680 | 5,758,063,377,068,851,000 | {'predicted_index_raw': 0.5065288356909684, 'predicted_index_per_token': 0.5043525571273123, 'predicted_index_per_char': 0.5038084874863983, 'predicted_index_per_byte': 0.4961915125136017, 'predicted_index_uncond': 0.4885745375408052, 'correct_choice': 0.5048966267682263, 'acc_raw': 0.6371055495103374, 'acc_per_token': 0.6360174102285092, 'acc_per_char': 0.6343852013057671, 'acc_per_byte': 0.36561479869423286, 'acc_uncond': 0.5549510337323177, 'no_answer': 0.0, 'sum_logits_corr': -76.38201665307544, 'logits_per_token_corr': -3.6869929183792425, 'logits_per_char_corr': -0.8572539202779589, 'logits_per_byte_corr': 1.2365147943381471, 'correct_prob': 5.709062975407141e-06, 'correct_prob_per_token': 0.043464295583143256, 'correct_prob_per_char': 0.4472964930762006, 'margin': 3.427950940800729e-06, 'margin_per_token': 0.004066486119450158, 'margin_per_char': 0.010813587051669115, 'total_prob': 7.990175010013547e-06, 'total_prob_per_token': 0.08286210504683636, 'total_prob_per_char': 0.8837793991007322, 'uncond_correct_prob': 7.624848569614198e-10, 'uncond_correct_prob_per_token': 0.019427779599697725, 'uncond_correct_prob_per_char': 0.36583277663768177, 'uncond_total_prob': 1.2853939218828136e-08, 'norm_correct_prob': 0.6295172277680813, 'norm_correct_prob_per_token': 0.5258320499440037, 'norm_correct_prob_per_char': 0.5056379066599742, 'primary_metric': 0.6343852013057671} |
90M | FineWeb-Pro | socialiqa | 0 | small aux 2 | 5xC | 0 | 0 | {'predicted_index_raw': 0.9815762538382804, 'predicted_index_per_token': 0.9959058341862845, 'predicted_index_per_char': 1.0015353121801434, 'predicted_index_per_byte': 1.0015353121801434, 'predicted_index_uncond': 0.9989764585465711, 'correct_choice': 1.007164790174002, 'acc_raw': 0.33572159672466734, 'acc_per_token': 0.33725690890481064, 'acc_per_char': 0.3577277379733879, 'acc_per_byte': 0.3577277379733879, 'acc_uncond': 0.330603889457523, 'no_answer': 0.0, 'sum_logits_corr': -43.421063978083914, 'logits_per_token_corr': -10.906784590594006, 'logits_per_char_corr': -2.1056467450573706, 'bits_per_byte_corr': 3.0378061169604385, 'correct_prob': 2.636850483069402e-06, 'correct_prob_per_token': 1.9038831927825738e-05, 'correct_prob_per_char': 0.1384892521293313, 'margin': -2.2717532252329036e-06, 'margin_per_token': -2.6148370039567987e-06, 'margin_per_char': -0.02777944573202254, 'total_prob': 8.576340041857972e-06, 'total_prob_per_token': 5.693080738247024e-05, 'total_prob_per_char': 0.4075377109054076, 'uncond_correct_prob': 2.6304828286733137e-06, 'uncond_correct_prob_per_token': 1.853251307539468e-05, 'uncond_correct_prob_per_char': 0.1378147538362456, 'uncond_total_prob': 8.482085736351113e-06, 'norm_correct_prob': 0.3340846949525385, 'norm_correct_prob_per_token': 0.33477221676713276, 'norm_correct_prob_per_char': 0.3393685408026025, 'primary_metric': 0.3577277379733879} |
90M | FineWeb-Pro | socialiqa | 0 | small aux 3 | 5xC | 0 | 0 | {'predicted_index_raw': 1.003582395087001, 'predicted_index_per_token': 1.0133060388945752, 'predicted_index_per_char': 1.0, 'predicted_index_per_byte': 1.0, 'predicted_index_uncond': 0.9933469805527124, 'correct_choice': 1.007164790174002, 'acc_raw': 0.32906857727737976, 'acc_per_token': 0.3321392016376663, 'acc_per_char': 0.3561924257932446, 'acc_per_byte': 0.3561924257932446, 'acc_uncond': 0.34032753326509724, 'no_answer': 0.0, 'sum_logits_corr': -43.57714235624003, 'logits_per_token_corr': -10.938310348471246, 'logits_per_char_corr': -2.1106744966509643, 'bits_per_byte_corr': 3.0450596292513428, 'correct_prob': 2.5825703336346245e-06, 'correct_prob_per_token': 1.8357914097983044e-05, 'correct_prob_per_char': 0.13759315480614667, 'margin': -2.3858092338206297e-06, 'margin_per_token': -2.530605963752144e-06, 'margin_per_char': -0.02696588890475994, 'total_prob': 8.651354686775522e-06, 'total_prob_per_token': 5.483552847032365e-05, 'total_prob_per_char': 0.4047050794357239, 'uncond_correct_prob': 2.401523288806353e-06, 'uncond_correct_prob_per_token': 1.7618219522081546e-05, 'uncond_correct_prob_per_char': 0.1367111547295662, 'uncond_total_prob': 8.305507030965583e-06, 'norm_correct_prob': 0.334059770319661, 'norm_correct_prob_per_token': 0.3356053310820743, 'norm_correct_prob_per_char': 0.33958847999514113, 'primary_metric': 0.3561924257932446} |
90M | FineWeb-Pro | socialiqa | 0 | default | 5xC | 0 | 0 | {'predicted_index_raw': 0.9754350051177073, 'predicted_index_per_token': 0.9559877175025588, 'predicted_index_per_char': 0.9969293756397134, 'predicted_index_per_byte': 1.0025588536335721, 'predicted_index_uncond': 0.9616171954964176, 'correct_choice': 1.007164790174002, 'acc_raw': 0.3254861821903787, 'acc_per_token': 0.3249744114636643, 'acc_per_char': 0.3556806550665302, 'acc_per_byte': 0.3157625383828045, 'acc_uncond': 0.34237461617195497, 'no_answer': 0.0, 'sum_logits_corr': -43.458336663709815, 'logits_per_token_corr': -10.899026895964493, 'logits_per_char_corr': -2.103307197930715, 'logits_per_byte_corr': 3.0344308639228843, 'correct_prob': 2.8661204530761194e-06, 'correct_prob_per_token': 1.9166897605821863e-05, 'correct_prob_per_char': 0.13856545376885696, 'margin': -2.53535091662955e-06, 'margin_per_token': -2.8328975285412574e-06, 'margin_per_char': -0.027613616250294203, 'total_prob': 9.567144309916014e-06, 'total_prob_per_token': 5.764205321983309e-05, 'total_prob_per_char': 0.4083073210167231, 'uncond_correct_prob': 2.7490997629228164e-06, 'uncond_correct_prob_per_token': 1.8700868260393115e-05, 'uncond_correct_prob_per_char': 0.13800305237572771, 'uncond_total_prob': 9.793141846734292e-06, 'norm_correct_prob': 0.32859236676427717, 'norm_correct_prob_per_token': 0.3329811507628286, 'norm_correct_prob_per_char': 0.3390330182826169, 'primary_metric': 0.3556806550665302} |
90M | FineWeb-Pro | socialiqa | 1,250 | small aux 2 | 5xC | 409,600,000 | 240,713,662,464,000,000 | {'predicted_index_raw': 1.0061412487205732, 'predicted_index_per_token': 0.996417604912999, 'predicted_index_per_char': 1.0138178096212898, 'predicted_index_per_byte': 1.0138178096212898, 'predicted_index_uncond': 0.9948822927328557, 'correct_choice': 1.007164790174002, 'acc_raw': 0.3546571136131013, 'acc_per_token': 0.3705220061412487, 'acc_per_char': 0.39815762538382804, 'acc_per_byte': 0.39815762538382804, 'acc_uncond': 0.3607983623336745, 'no_answer': 0.0, 'sum_logits_corr': -22.961329965776894, 'logits_per_token_corr': -6.705036282956206, 'logits_per_char_corr': -1.2342439479131255, 'bits_per_byte_corr': 1.7806376229027614, 'correct_prob': 4.813776830251428e-06, 'correct_prob_per_token': 0.005255037540027669, 'correct_prob_per_char': 0.30967481917917494, 'margin': -6.465930577731142e-06, 'margin_per_token': -0.0020497013494885966, 'margin_per_char': -0.030754195282948097, 'total_prob': 1.724018630179022e-05, 'total_prob_per_token': 0.014616336002003334, 'total_prob_per_char': 0.8988213457564553, 'uncond_correct_prob': 8.729594008944464e-07, 'uncond_correct_prob_per_token': 0.0018318810680253096, 'uncond_correct_prob_per_char': 0.2451397628371758, 'uncond_total_prob': 2.653903288424743e-06, 'norm_correct_prob': 0.34886018240547656, 'norm_correct_prob_per_token': 0.3605003150605325, 'norm_correct_prob_per_char': 0.34512865186342145, 'primary_metric': 0.39815762538382804} |
90M | FineWeb-Pro | socialiqa | 1,250 | small aux 3 | 5xC | 409,600,000 | 240,713,662,464,000,000 | {'predicted_index_raw': 1.0061412487205732, 'predicted_index_per_token': 0.9959058341862845, 'predicted_index_per_char': 0.9805527123848515, 'predicted_index_per_byte': 0.9805527123848515, 'predicted_index_uncond': 0.9651995905834186, 'correct_choice': 1.007164790174002, 'acc_raw': 0.33725690890481064, 'acc_per_token': 0.3654042988741044, 'acc_per_char': 0.3971340839303992, 'acc_per_byte': 0.3971340839303992, 'acc_uncond': 0.35823950870010235, 'no_answer': 0.0, 'sum_logits_corr': -23.44270219651557, 'logits_per_token_corr': -6.897426122203689, 'logits_per_char_corr': -1.264162502049727, 'bits_per_byte_corr': 1.8238009725862354, 'correct_prob': 3.3420495090990057e-06, 'correct_prob_per_token': 0.004959243599004893, 'correct_prob_per_char': 0.3011618499369319, 'margin': -5.248612159242402e-06, 'margin_per_token': -0.001999354821611742, 'margin_per_char': -0.03013917269342837, 'total_prob': 1.2995422473730158e-05, 'total_prob_per_token': 0.013780074106265588, 'total_prob_per_char': 0.8748632614505687, 'uncond_correct_prob': 2.92549869079304e-06, 'uncond_correct_prob_per_token': 0.002157297644005641, 'uncond_correct_prob_per_char': 0.2610615904216735, 'uncond_total_prob': 1.1123075378866818e-05, 'norm_correct_prob': 0.3410585133672314, 'norm_correct_prob_per_token': 0.35952914693454047, 'norm_correct_prob_per_char': 0.34468790828722135, 'primary_metric': 0.3971340839303992} |
90M | FineWeb-Pro | socialiqa | 1,250 | default | 5xC | 409,600,000 | 240,713,662,464,000,000 | {'predicted_index_raw': 1.003582395087001, 'predicted_index_per_token': 1.0040941658137155, 'predicted_index_per_char': 0.9733879222108496, 'predicted_index_per_byte': 1.0010235414534288, 'predicted_index_uncond': 0.9959058341862845, 'correct_choice': 1.007164790174002, 'acc_raw': 0.34544524053224157, 'acc_per_token': 0.3710337768679631, 'acc_per_char': 0.3955987717502559, 'acc_per_byte': 0.28607983623336747, 'acc_uncond': 0.3735926305015353, 'no_answer': 0.0, 'sum_logits_corr': -21.80977470652718, 'logits_per_token_corr': -6.378553001650219, 'logits_per_char_corr': -1.16850407480573, 'logits_per_byte_corr': 1.6857950339819845, 'correct_prob': 7.510704328825584e-06, 'correct_prob_per_token': 0.007499943219283489, 'correct_prob_per_char': 0.3297980532582977, 'margin': -1.3224615662066311e-05, 'margin_per_token': -0.0027659705181958074, 'margin_per_char': -0.03166320682770619, 'total_prob': 3.010997683744484e-05, 'total_prob_per_token': 0.02063602620365224, 'total_prob_per_char': 0.9584089297628458, 'uncond_correct_prob': 8.14932962315832e-07, 'uncond_correct_prob_per_token': 0.0019031752166533595, 'uncond_correct_prob_per_char': 0.24669565864893267, 'uncond_total_prob': 3.300407129300688e-06, 'norm_correct_prob': 0.3472336382512594, 'norm_correct_prob_per_token': 0.3602195035296981, 'norm_correct_prob_per_char': 0.34475535546638814, 'primary_metric': 0.3955987717502559} |
90M | FineWeb-Pro | socialiqa | 2,500 | small aux 2 | 5xC | 819,200,000 | 481,427,324,928,000,000 | {'predicted_index_raw': 1.0087001023541453, 'predicted_index_per_token': 0.9815762538382804, 'predicted_index_per_char': 0.9912998976458547, 'predicted_index_per_byte': 0.9912998976458547, 'predicted_index_uncond': 0.9943705220061413, 'correct_choice': 1.007164790174002, 'acc_raw': 0.3607983623336745, 'acc_per_token': 0.3766632548618219, 'acc_per_char': 0.394575230296827, 'acc_per_byte': 0.394575230296827, 'acc_uncond': 0.3735926305015353, 'no_answer': 0.0, 'sum_logits_corr': -22.32681425957499, 'logits_per_token_corr': -6.7345720873929515, 'logits_per_char_corr': -1.231266371185084, 'bits_per_byte_corr': 1.7763418877233466, 'correct_prob': 2.0090454064340776e-06, 'correct_prob_per_token': 0.006812282233236942, 'correct_prob_per_char': 0.31593838363991594, 'margin': -2.7069530618813106e-06, 'margin_per_token': -0.0024470706354631183, 'margin_per_char': -0.03224020764259116, 'total_prob': 7.091581968421921e-06, 'total_prob_per_token': 0.018759587640311173, 'total_prob_per_char': 0.913275957583498, 'uncond_correct_prob': 2.7909088800119502e-06, 'uncond_correct_prob_per_token': 0.0030924727995211127, 'uncond_correct_prob_per_char': 0.276176491560964, 'uncond_total_prob': 9.813619549547469e-06, 'norm_correct_prob': 0.3588207186138779, 'norm_correct_prob_per_token': 0.3633394502479752, 'norm_correct_prob_per_char': 0.3472075080418348, 'primary_metric': 0.394575230296827} |
90M | FineWeb-Pro | socialiqa | 2,500 | small aux 3 | 5xC | 819,200,000 | 481,427,324,928,000,000 | {'predicted_index_raw': 1.0122824974411464, 'predicted_index_per_token': 0.9912998976458547, 'predicted_index_per_char': 0.9820880245649949, 'predicted_index_per_byte': 0.9820880245649949, 'predicted_index_uncond': 1.0030706243602865, 'correct_choice': 1.007164790174002, 'acc_raw': 0.35209825997952915, 'acc_per_token': 0.37768679631525076, 'acc_per_char': 0.406345957011259, 'acc_per_byte': 0.406345957011259, 'acc_uncond': 0.3705220061412487, 'no_answer': 0.0, 'sum_logits_corr': -22.378476539678193, 'logits_per_token_corr': -6.675175022380839, 'logits_per_char_corr': -1.2223701812628986, 'bits_per_byte_corr': 1.7635073986397944, 'correct_prob': 2.649811394709419e-06, 'correct_prob_per_token': 0.0064319219741292765, 'correct_prob_per_char': 0.3160690810339966, 'margin': -4.696356270727986e-06, 'margin_per_token': -0.0023656556075357794, 'margin_per_char': -0.03126854581141189, 'total_prob': 1.0750735392823712e-05, 'total_prob_per_token': 0.017733630622782583, 'total_prob_per_char': 0.9160201381774161, 'uncond_correct_prob': 2.633976331344444e-06, 'uncond_correct_prob_per_token': 0.0024275339321123738, 'uncond_correct_prob_per_char': 0.26631569435535934, 'uncond_total_prob': 9.936347410973757e-06, 'norm_correct_prob': 0.35128792126258984, 'norm_correct_prob_per_token': 0.3615709961758345, 'norm_correct_prob_per_char': 0.3457335553872008, 'primary_metric': 0.406345957011259} |
90M | FineWeb-Pro | socialiqa | 2,500 | default | 5xC | 819,200,000 | 481,427,324,928,000,000 | {'predicted_index_raw': 1.0097236438075743, 'predicted_index_per_token': 1.0025588536335721, 'predicted_index_per_char': 1.008188331627431, 'predicted_index_per_byte': 0.9785056294779939, 'predicted_index_uncond': 0.9872057318321392, 'correct_choice': 1.007164790174002, 'acc_raw': 0.34851586489252817, 'acc_per_token': 0.37154554759467756, 'acc_per_char': 0.3940634595701126, 'acc_per_byte': 0.2978505629477994, 'acc_uncond': 0.34800409416581374, 'no_answer': 0.0, 'sum_logits_corr': -20.090610054156674, 'logits_per_token_corr': -5.860254280073473, 'logits_per_char_corr': -1.0708062052593426, 'logits_per_byte_corr': 1.5448468020818928, 'correct_prob': 5.5332315346877054e-05, 'correct_prob_per_token': 0.011887336251921312, 'correct_prob_per_char': 0.3624183800042221, 'margin': -3.083433594932413e-05, 'margin_per_token': -0.004436413715709685, 'margin_per_char': -0.033024755634601714, 'total_prob': 0.0001463851043857821, 'total_prob_per_token': 0.03296153728833218, 'total_prob_per_char': 1.0539873559048296, 'uncond_correct_prob': 1.8107443425198303e-06, 'uncond_correct_prob_per_token': 0.002677755575948374, 'uncond_correct_prob_per_char': 0.2684241006372558, 'uncond_total_prob': 7.851784929030537e-06, 'norm_correct_prob': 0.3520658036609506, 'norm_correct_prob_per_token': 0.36185915257031265, 'norm_correct_prob_per_char': 0.344706359146524, 'primary_metric': 0.3940634595701126} |
90M | FineWeb-Pro | socialiqa | 3,750 | small aux 2 | 5xC | 1,228,800,000 | 722,140,987,392,000,000 | {'predicted_index_raw': 0.9994882292732856, 'predicted_index_per_token': 0.9989764585465711, 'predicted_index_per_char': 0.9800409416581372, 'predicted_index_per_byte': 0.9800409416581372, 'predicted_index_uncond': 0.9861821903787104, 'correct_choice': 1.007164790174002, 'acc_raw': 0.36489252814739, 'acc_per_token': 0.38536335721596726, 'acc_per_char': 0.4068577277379734, 'acc_per_byte': 0.4068577277379734, 'acc_uncond': 0.36745138178096215, 'no_answer': 0.0, 'sum_logits_corr': -20.01374809305158, 'logits_per_token_corr': -5.85470540686814, 'logits_per_char_corr': -1.0752513774312278, 'bits_per_byte_corr': 1.5512598299301734, 'correct_prob': 2.0301200994767753e-05, 'correct_prob_per_token': 0.010700528442983982, 'correct_prob_per_char': 0.3605427831955051, 'margin': -2.112250202957522e-05, 'margin_per_token': -0.0035490412436994623, 'margin_per_char': -0.03039308034562414, 'total_prob': 6.486023866154136e-05, 'total_prob_per_token': 0.02929653815776054, 'total_prob_per_char': 1.0426334191688702, 'uncond_correct_prob': 7.686377203770013e-07, 'uncond_correct_prob_per_token': 0.0021036967405053154, 'uncond_correct_prob_per_char': 0.2491334918213859, 'uncond_total_prob': 2.47229954729346e-06, 'norm_correct_prob': 0.3623483451310676, 'norm_correct_prob_per_token': 0.36788536554948037, 'norm_correct_prob_per_char': 0.34675666258768456, 'primary_metric': 0.4068577277379734} |
90M | FineWeb-Pro | socialiqa | 3,750 | small aux 3 | 5xC | 1,228,800,000 | 722,140,987,392,000,000 | {'predicted_index_raw': 0.9974411463664279, 'predicted_index_per_token': 0.9969293756397134, 'predicted_index_per_char': 0.989252814738997, 'predicted_index_per_byte': 0.989252814738997, 'predicted_index_uncond': 0.9769703172978506, 'correct_choice': 1.007164790174002, 'acc_raw': 0.3618219037871034, 'acc_per_token': 0.3797338792221085, 'acc_per_char': 0.4165813715455476, 'acc_per_byte': 0.4165813715455476, 'acc_uncond': 0.37308085977482086, 'no_answer': 0.0, 'sum_logits_corr': -21.13625644636984, 'logits_per_token_corr': -6.3159566913289025, 'logits_per_char_corr': -1.153865389551134, 'bits_per_byte_corr': 1.6646758753600288, 'correct_prob': 7.518462476261808e-06, 'correct_prob_per_token': 0.008993673925772175, 'correct_prob_per_char': 0.33814808162919374, 'margin': -1.202875755474055e-05, 'margin_per_token': -0.003080955717147911, 'margin_per_char': -0.029572377413507187, 'total_prob': 2.7922323958563132e-05, 'total_prob_per_token': 0.02458282726181632, 'total_prob_per_char': 0.9751319312950195, 'uncond_correct_prob': 1.6206658479258507e-06, 'uncond_correct_prob_per_token': 0.0025277696985373994, 'uncond_correct_prob_per_char': 0.2641630954355866, 'uncond_total_prob': 6.490014057431738e-06, 'norm_correct_prob': 0.3588104558978555, 'norm_correct_prob_per_token': 0.3679419367071132, 'norm_correct_prob_per_char': 0.3479349097119803, 'primary_metric': 0.4165813715455476} |
90M | FineWeb-Pro | socialiqa | 3,750 | default | 5xC | 1,228,800,000 | 722,140,987,392,000,000 | {'predicted_index_raw': 0.9943705220061413, 'predicted_index_per_token': 1.0076765609007166, 'predicted_index_per_char': 1.0097236438075743, 'predicted_index_per_byte': 0.962128966223132, 'predicted_index_uncond': 0.9825997952917093, 'correct_choice': 1.007164790174002, 'acc_raw': 0.3572159672466735, 'acc_per_token': 0.3664278403275333, 'acc_per_char': 0.4002047082906858, 'acc_per_byte': 0.2881269191402252, 'acc_uncond': 0.36591606960081885, 'no_answer': 0.0, 'sum_logits_corr': -19.429360962450932, 'logits_per_token_corr': -5.574412109467069, 'logits_per_char_corr': -1.0276416167326399, 'logits_per_byte_corr': 1.4825734642723614, 'correct_prob': 6.302826426430061e-05, 'correct_prob_per_token': 0.012447226623228325, 'correct_prob_per_char': 0.37579739782886074, 'margin': -4.3009852920499244e-05, 'margin_per_token': -0.004695427935230713, 'margin_per_char': -0.031640705888438286, 'total_prob': 0.0001783447616760394, 'total_prob_per_token': 0.034570301610325954, 'total_prob_per_char': 1.089125961276866, 'uncond_correct_prob': 9.289166068844073e-07, 'uncond_correct_prob_per_token': 0.002461255480089617, 'uncond_correct_prob_per_char': 0.25961589942134233, 'uncond_total_prob': 3.1425528898182566e-06, 'norm_correct_prob': 0.3567990594509033, 'norm_correct_prob_per_token': 0.36445812450789905, 'norm_correct_prob_per_char': 0.34587837833499346, 'primary_metric': 0.4002047082906858} |
90M | FineWeb-Pro | socialiqa | 6,250 | small aux 2 | 5xC | 2,048,000,000 | 1,203,568,312,320,000,000 | {'predicted_index_raw': 0.9979529170931423, 'predicted_index_per_token': 1.0020470829068577, 'predicted_index_per_char': 0.9969293756397134, 'predicted_index_per_byte': 0.9969293756397134, 'predicted_index_uncond': 0.9631525076765609, 'correct_choice': 1.007164790174002, 'acc_raw': 0.37154554759467756, 'acc_per_token': 0.3858751279426817, 'acc_per_char': 0.40276356192425794, 'acc_per_byte': 0.40276356192425794, 'acc_uncond': 0.36591606960081885, 'no_answer': 0.0, 'sum_logits_corr': -19.48956556915627, 'logits_per_token_corr': -5.657376393853428, 'logits_per_char_corr': -1.0386681316277144, 'bits_per_byte_corr': 1.4984813626297853, 'correct_prob': 6.742810769481828e-05, 'correct_prob_per_token': 0.012563598235321254, 'correct_prob_per_char': 0.37242892244954445, 'margin': -2.2820302567234933e-05, 'margin_per_token': -0.004425243521563696, 'margin_per_char': -0.03209650813469507, 'total_prob': 0.00016506137337179692, 'total_prob_per_token': 0.03439923168562725, 'total_prob_per_char': 1.0773431410983898, 'uncond_correct_prob': 1.3351932435760047e-06, 'uncond_correct_prob_per_token': 0.0024329590742639073, 'uncond_correct_prob_per_char': 0.25798358998832194, 'uncond_total_prob': 5.7276376526485035e-06, 'norm_correct_prob': 0.3651092927482604, 'norm_correct_prob_per_token': 0.36655564448433203, 'norm_correct_prob_per_char': 0.34669655974990354, 'primary_metric': 0.40276356192425794} |
90M | FineWeb-Pro | socialiqa | 6,250 | small aux 3 | 5xC | 2,048,000,000 | 1,203,568,312,320,000,000 | {'predicted_index_raw': 0.9938587512794268, 'predicted_index_per_token': 0.9790174002047083, 'predicted_index_per_char': 0.9851586489252815, 'predicted_index_per_byte': 0.9851586489252815, 'predicted_index_uncond': 0.9805527123848515, 'correct_choice': 1.007164790174002, 'acc_raw': 0.3572159672466735, 'acc_per_token': 0.3664278403275333, 'acc_per_char': 0.3925281473899693, 'acc_per_byte': 0.3925281473899693, 'acc_uncond': 0.35977482088024565, 'no_answer': 0.0, 'sum_logits_corr': -19.53927411222897, 'logits_per_token_corr': -5.714564915558864, 'logits_per_char_corr': -1.0456259419554503, 'bits_per_byte_corr': 1.5085193610850631, 'correct_prob': 4.540019727184223e-05, 'correct_prob_per_token': 0.012269754534745641, 'correct_prob_per_char': 0.370161950891099, 'margin': -3.6237074242555495e-05, 'margin_per_token': -0.004683591786059203, 'margin_per_char': -0.032697484064252644, 'total_prob': 0.0001335549972003983, 'total_prob_per_token': 0.03426325310454524, 'total_prob_per_char': 1.0741167820882027, 'uncond_correct_prob': 9.59203915244928e-07, 'uncond_correct_prob_per_token': 0.0024425739308098302, 'uncond_correct_prob_per_char': 0.25912499448507137, 'uncond_total_prob': 3.5040398777643807e-06, 'norm_correct_prob': 0.3548807621362991, 'norm_correct_prob_per_token': 0.36101542644143386, 'norm_correct_prob_per_char': 0.34565581079635105, 'primary_metric': 0.3925281473899693} |
90M | FineWeb-Pro | socialiqa | 6,250 | default | 5xC | 2,048,000,000 | 1,203,568,312,320,000,000 | {'predicted_index_raw': 1.010747185261003, 'predicted_index_per_token': 1.0112589559877174, 'predicted_index_per_char': 0.9928352098259979, 'predicted_index_per_byte': 0.9928352098259979, 'predicted_index_uncond': 0.9749232343909928, 'correct_choice': 1.007164790174002, 'acc_raw': 0.3705220061412487, 'acc_per_token': 0.38075742067553736, 'acc_per_char': 0.3955987717502559, 'acc_per_byte': 0.28454452405322417, 'acc_uncond': 0.37461617195496416, 'no_answer': 0.0, 'sum_logits_corr': -19.365957030254354, 'logits_per_token_corr': -5.656349149300975, 'logits_per_char_corr': -1.0358826223693012, 'logits_per_byte_corr': 1.4944627222363192, 'correct_prob': 4.959934917757446e-05, 'correct_prob_per_token': 0.012618626349553214, 'correct_prob_per_char': 0.3731924337761425, 'margin': -3.644289822122038e-05, 'margin_per_token': -0.00412733397227914, 'margin_per_char': -0.030323672007270583, 'total_prob': 0.00014235830415056957, 'total_prob_per_token': 0.03437392198608524, 'total_prob_per_char': 1.0781404260856449, 'uncond_correct_prob': 1.010537535337435e-06, 'uncond_correct_prob_per_token': 0.002487140363975014, 'uncond_correct_prob_per_char': 0.26054111220283294, 'uncond_total_prob': 4.015850621690523e-06, 'norm_correct_prob': 0.3620714047843335, 'norm_correct_prob_per_token': 0.36842113640692103, 'norm_correct_prob_per_char': 0.3472023473460802, 'primary_metric': 0.3955987717502559} |
90M | FineWeb-Pro | socialiqa | 7,500 | small aux 2 | 5xC | 2,457,600,000 | 1,444,281,974,784,000,000 | {'predicted_index_raw': 0.9959058341862845, 'predicted_index_per_token': 1.0025588536335721, 'predicted_index_per_char': 0.9790174002047083, 'predicted_index_per_byte': 0.9790174002047083, 'predicted_index_uncond': 0.9728761514841351, 'correct_choice': 1.007164790174002, 'acc_raw': 0.37001023541453426, 'acc_per_token': 0.38792221084953943, 'acc_per_char': 0.40890481064483114, 'acc_per_byte': 0.40890481064483114, 'acc_uncond': 0.3705220061412487, 'no_answer': 0.0, 'sum_logits_corr': -18.7960132185976, 'logits_per_token_corr': -5.4385986899124035, 'logits_per_char_corr': -0.9997743135313426, 'bits_per_byte_corr': 1.4423694441408719, 'correct_prob': 8.940142696541175e-05, 'correct_prob_per_token': 0.014761691905281748, 'correct_prob_per_char': 0.38615014207541426, 'margin': -4.9269441194784095e-05, 'margin_per_token': -0.00425676426554519, 'margin_per_char': -0.03114374309817495, 'total_prob': 0.0002419591754806668, 'total_prob_per_token': 0.03956687408350593, 'total_prob_per_char': 1.1174134033361123, 'uncond_correct_prob': 9.044925399501532e-07, 'uncond_correct_prob_per_token': 0.0021608853614739193, 'uncond_correct_prob_per_char': 0.24590334262907693, 'uncond_total_prob': 4.308423436956304e-06, 'norm_correct_prob': 0.36469983377350235, 'norm_correct_prob_per_token': 0.3687956868238533, 'norm_correct_prob_per_char': 0.3463382496431415, 'primary_metric': 0.40890481064483114} |
90M | FineWeb-Pro | socialiqa | 7,500 | small aux 3 | 5xC | 2,457,600,000 | 1,444,281,974,784,000,000 | {'predicted_index_raw': 1.008188331627431, 'predicted_index_per_token': 0.9897645854657113, 'predicted_index_per_char': 0.9815762538382804, 'predicted_index_per_byte': 0.9815762538382804, 'predicted_index_uncond': 0.9959058341862845, 'correct_choice': 1.007164790174002, 'acc_raw': 0.36745138178096215, 'acc_per_token': 0.387410440122825, 'acc_per_char': 0.4104401228249744, 'acc_per_byte': 0.4104401228249744, 'acc_uncond': 0.37563971340839303, 'no_answer': 0.0, 'sum_logits_corr': -19.209402763977753, 'logits_per_token_corr': -5.639853425813831, 'logits_per_char_corr': -1.0325764904835841, 'bits_per_byte_corr': 1.4896929821602671, 'correct_prob': 4.7640004941061806e-05, 'correct_prob_per_token': 0.013680680880056759, 'correct_prob_per_char': 0.3761147392903622, 'margin': -3.651485970175582e-05, 'margin_per_token': -0.005090699685419942, 'margin_per_char': -0.031850483761039314, 'total_prob': 0.00013747325178509355, 'total_prob_per_token': 0.03786099928671724, 'total_prob_per_char': 1.0861065543807935, 'uncond_correct_prob': 1.890903417088637e-06, 'uncond_correct_prob_per_token': 0.002639547933876178, 'uncond_correct_prob_per_char': 0.26306634604767326, 'uncond_total_prob': 5.150720926947407e-06, 'norm_correct_prob': 0.36558305249428125, 'norm_correct_prob_per_token': 0.3683345356162509, 'norm_correct_prob_per_char': 0.3477377960589681, 'primary_metric': 0.4104401228249744} |
90M | FineWeb-Pro | socialiqa | 7,500 | default | 5xC | 2,457,600,000 | 1,444,281,974,784,000,000 | {'predicted_index_raw': 0.9979529170931423, 'predicted_index_per_token': 1.0066530194472876, 'predicted_index_per_char': 0.9979529170931423, 'predicted_index_per_byte': 0.9636642784032753, 'predicted_index_uncond': 0.973899692937564, 'correct_choice': 1.007164790174002, 'acc_raw': 0.36284544524053225, 'acc_per_token': 0.3812691914022518, 'acc_per_char': 0.3991811668372569, 'acc_per_byte': 0.28863868986693964, 'acc_uncond': 0.37768679631525076, 'no_answer': 0.0, 'sum_logits_corr': -18.82234308883136, 'logits_per_token_corr': -5.439577370743635, 'logits_per_char_corr': -0.9994096229470483, 'logits_per_byte_corr': 1.441843306843451, 'correct_prob': 8.414754297273262e-05, 'correct_prob_per_token': 0.01429243551872575, 'correct_prob_per_char': 0.3860406549609869, 'margin': -7.023857869220192e-05, 'margin_per_token': -0.005043494340453687, 'margin_per_char': -0.03180655660065877, 'total_prob': 0.00025264408366023537, 'total_prob_per_token': 0.039390888135982266, 'total_prob_per_char': 1.118415252128853, 'uncond_correct_prob': 6.357458447039811e-07, 'uncond_correct_prob_per_token': 0.0023958905218399193, 'uncond_correct_prob_per_char': 0.25414340668506114, 'uncond_total_prob': 2.656758715507897e-06, 'norm_correct_prob': 0.3594140892900677, 'norm_correct_prob_per_token': 0.36644247953633363, 'norm_correct_prob_per_char': 0.3460097515022993, 'primary_metric': 0.3991811668372569} |
90M | FineWeb-Pro | socialiqa | 8,750 | small aux 2 | 5xC | 2,867,200,000 | 1,684,995,637,248,000,000 | {'predicted_index_raw': 1.0056294779938588, 'predicted_index_per_token': 0.9825997952917093, 'predicted_index_per_char': 0.9769703172978506, 'predicted_index_per_byte': 0.9769703172978506, 'predicted_index_uncond': 0.9872057318321392, 'correct_choice': 1.007164790174002, 'acc_raw': 0.37461617195496416, 'acc_per_token': 0.3915046059365404, 'acc_per_char': 0.4124872057318321, 'acc_per_byte': 0.4124872057318321, 'acc_uncond': 0.3633572159672467, 'no_answer': 0.0, 'sum_logits_corr': -18.27184705773298, 'logits_per_token_corr': -5.257441917865182, 'logits_per_char_corr': -0.9659746986572639, 'bits_per_byte_corr': 1.3936069073780466, 'correct_prob': 0.0001359475771977378, 'correct_prob_per_token': 0.01673231549688109, 'correct_prob_per_char': 0.39818743183636557, 'margin': -0.00010989223610137445, 'margin_per_token': -0.005141909299839877, 'margin_per_char': -0.03086994750301341, 'total_prob': 0.00040348742171424226, 'total_prob_per_token': 0.04510019802935884, 'total_prob_per_char': 1.1511958234136843, 'uncond_correct_prob': 8.54945966792116e-07, 'uncond_correct_prob_per_token': 0.002504074990574484, 'uncond_correct_prob_per_char': 0.25744791220999713, 'uncond_total_prob': 2.9864293156565027e-06, 'norm_correct_prob': 0.3689008893116549, 'norm_correct_prob_per_token': 0.36775656299175824, 'norm_correct_prob_per_char': 0.34678843832020073, 'primary_metric': 0.4124872057318321} |
90M | FineWeb-Pro | socialiqa | 8,750 | small aux 3 | 5xC | 2,867,200,000 | 1,684,995,637,248,000,000 | {'predicted_index_raw': 0.9897645854657113, 'predicted_index_per_token': 0.9948822927328557, 'predicted_index_per_char': 0.9953940634595702, 'predicted_index_per_byte': 0.9953940634595702, 'predicted_index_uncond': 0.9795291709314228, 'correct_choice': 1.007164790174002, 'acc_raw': 0.36489252814739, 'acc_per_token': 0.38485158648925283, 'acc_per_char': 0.40583418628454454, 'acc_per_byte': 0.40583418628454454, 'acc_uncond': 0.387410440122825, 'no_answer': 0.0, 'sum_logits_corr': -18.9963342479698, 'logits_per_token_corr': -5.5608773610275035, 'logits_per_char_corr': -1.0204703299161333, 'bits_per_byte_corr': 1.4722274843453875, 'correct_prob': 6.30225328263195e-05, 'correct_prob_per_token': 0.01425174198969631, 'correct_prob_per_char': 0.3806694445773002, 'margin': -3.619141564084685e-05, 'margin_per_token': -0.004849928908807095, 'margin_per_char': -0.03176856203319497, 'total_prob': 0.00017128416051479835, 'total_prob_per_token': 0.03891751322871908, 'total_prob_per_char': 1.0988503600741957, 'uncond_correct_prob': 8.833641639363938e-07, 'uncond_correct_prob_per_token': 0.0022811582492132288, 'uncond_correct_prob_per_char': 0.25210814322351, 'uncond_total_prob': 2.7046364736865545e-06, 'norm_correct_prob': 0.3629619900457867, 'norm_correct_prob_per_token': 0.3692797293516976, 'norm_correct_prob_per_char': 0.3477760634744475, 'primary_metric': 0.40583418628454454} |
90M | FineWeb-Pro | socialiqa | 8,750 | default | 5xC | 2,867,200,000 | 1,684,995,637,248,000,000 | {'predicted_index_raw': 1.0010235414534288, 'predicted_index_per_token': 1.0020470829068577, 'predicted_index_per_char': 0.9994882292732856, 'predicted_index_per_byte': 0.9708290685772774, 'predicted_index_uncond': 0.981064483111566, 'correct_choice': 1.007164790174002, 'acc_raw': 0.368474923234391, 'acc_per_token': 0.38229273285568066, 'acc_per_char': 0.4165813715455476, 'acc_per_byte': 0.2804503582395087, 'acc_uncond': 0.39201637666325484, 'no_answer': 0.0, 'sum_logits_corr': -19.133176362014233, 'logits_per_token_corr': -5.589911607397365, 'logits_per_char_corr': -1.026307777966124, 'logits_per_byte_corr': 1.4806491416985623, 'correct_prob': 7.235300250629979e-05, 'correct_prob_per_token': 0.013771171489042522, 'correct_prob_per_char': 0.37842105891579925, 'margin': -4.954764672746054e-05, 'margin_per_token': -0.005019835596132877, 'margin_per_char': -0.03208565752364522, 'total_prob': 0.00020436271042291248, 'total_prob_per_token': 0.03786076643506274, 'total_prob_per_char': 1.0923586074378964, 'uncond_correct_prob': 6.81633589762801e-07, 'uncond_correct_prob_per_token': 0.00233569650959249, 'uncond_correct_prob_per_char': 0.25397286707978506, 'uncond_total_prob': 2.7502777347725674e-06, 'norm_correct_prob': 0.3647624988040818, 'norm_correct_prob_per_token': 0.36967372399156073, 'norm_correct_prob_per_char': 0.34743595450662634, 'primary_metric': 0.4165813715455476} |
90M | FineWeb-Pro | socialiqa | 10,000 | small aux 2 | 5xC | 3,276,800,000 | 1,925,709,299,712,000,000 | {'predicted_index_raw': 1.0005117707267144, 'predicted_index_per_token': 0.9851586489252815, 'predicted_index_per_char': 0.9861821903787104, 'predicted_index_per_byte': 0.9861821903787104, 'predicted_index_uncond': 0.9718526100307062, 'correct_choice': 1.007164790174002, 'acc_raw': 0.3664278403275333, 'acc_per_token': 0.3828045035823951, 'acc_per_char': 0.4037871033776868, 'acc_per_byte': 0.4037871033776868, 'acc_uncond': 0.3654042988741044, 'no_answer': 0.0, 'sum_logits_corr': -18.667068914112807, 'logits_per_token_corr': -5.462898019662148, 'logits_per_char_corr': -0.9996463121110882, 'bits_per_byte_corr': 1.4421847771266438, 'correct_prob': 7.877287119239742e-05, 'correct_prob_per_token': 0.015511171916244236, 'correct_prob_per_char': 0.3875021742972693, 'margin': -8.711468686599834e-05, 'margin_per_token': -0.004592341961357601, 'margin_per_char': -0.03150012154515725, 'total_prob': 0.0002602176756951328, 'total_prob_per_token': 0.04161539179058489, 'total_prob_per_char': 1.118900572158757, 'uncond_correct_prob': 1.1892533478048198e-06, 'uncond_correct_prob_per_token': 0.00259056973233862, 'uncond_correct_prob_per_char': 0.2621846370056629, 'uncond_total_prob': 4.408288698677788e-06, 'norm_correct_prob': 0.3649545451730449, 'norm_correct_prob_per_token': 0.3670830067441061, 'norm_correct_prob_per_char': 0.34701065664984304, 'primary_metric': 0.4037871033776868} |
90M | FineWeb-Pro | socialiqa | 10,000 | small aux 3 | 5xC | 3,276,800,000 | 1,925,709,299,712,000,000 | {'predicted_index_raw': 0.9861821903787104, 'predicted_index_per_token': 1.0040941658137155, 'predicted_index_per_char': 0.9877175025588536, 'predicted_index_per_byte': 0.9877175025588536, 'predicted_index_uncond': 1.0010235414534288, 'correct_choice': 1.007164790174002, 'acc_raw': 0.3725690890481064, 'acc_per_token': 0.39048106448311154, 'acc_per_char': 0.41760491299897645, 'acc_per_byte': 0.41760491299897645, 'acc_uncond': 0.37768679631525076, 'no_answer': 0.0, 'sum_logits_corr': -18.554000710513723, 'logits_per_token_corr': -5.398270274315058, 'logits_per_char_corr': -0.9927338741427376, 'bits_per_byte_corr': 1.4322122371492452, 'correct_prob': 0.00010637529180800874, 'correct_prob_per_token': 0.01590570204246218, 'correct_prob_per_char': 0.3909659567562874, 'margin': -7.716781426830334e-05, 'margin_per_token': -0.005000308429634915, 'margin_per_char': -0.03002848072463238, 'total_prob': 0.00030588097773158116, 'total_prob_per_token': 0.04283286847220019, 'total_prob_per_char': 1.1235156397566797, 'uncond_correct_prob': 1.0826018489903047e-06, 'uncond_correct_prob_per_token': 0.0026952096634819188, 'uncond_correct_prob_per_char': 0.2631360464042066, 'uncond_total_prob': 3.4604113080268703e-06, 'norm_correct_prob': 0.36759176330918764, 'norm_correct_prob_per_token': 0.37450871769748645, 'norm_correct_prob_per_char': 0.34944854988188656, 'primary_metric': 0.41760491299897645} |
90M | FineWeb-Pro | socialiqa | 10,000 | default | 5xC | 3,276,800,000 | 1,925,709,299,712,000,000 | {'predicted_index_raw': 0.9974411463664279, 'predicted_index_per_token': 1.0030706243602865, 'predicted_index_per_char': 0.9994882292732856, 'predicted_index_per_byte': 0.981064483111566, 'predicted_index_uncond': 0.9994882292732856, 'correct_choice': 1.007164790174002, 'acc_raw': 0.3694984646878199, 'acc_per_token': 0.38996929375639716, 'acc_per_char': 0.4119754350051177, 'acc_per_byte': 0.27635619242579323, 'acc_uncond': 0.3812691914022518, 'no_answer': 0.0, 'sum_logits_corr': -19.109050811252185, 'logits_per_token_corr': -5.5353817808670085, 'logits_per_char_corr': -1.0185914212941334, 'logits_per_byte_corr': 1.469516792194143, 'correct_prob': 7.848644942098645e-05, 'correct_prob_per_token': 0.013538691169848764, 'correct_prob_per_char': 0.380279912992277, 'margin': -4.737041511320276e-05, 'margin_per_token': -0.003866315424657431, 'margin_per_char': -0.02826792150755489, 'total_prob': 0.00021833070460215156, 'total_prob_per_token': 0.0361114119655758, 'total_prob_per_char': 1.0941020425552466, 'uncond_correct_prob': 8.337233459145501e-07, 'uncond_correct_prob_per_token': 0.0025807769721636945, 'uncond_correct_prob_per_char': 0.2592803351845914, 'uncond_total_prob': 3.2580278005491256e-06, 'norm_correct_prob': 0.3682573846441306, 'norm_correct_prob_per_token': 0.375598866719259, 'norm_correct_prob_per_char': 0.34852546388447514, 'primary_metric': 0.4119754350051177} |
90M | FineWeb-Pro | socialiqa | 11,250 | small aux 2 | 5xC | 3,686,400,000 | 2,166,422,962,176,000,000 | {'predicted_index_raw': 0.9974411463664279, 'predicted_index_per_token': 0.9805527123848515, 'predicted_index_per_char': 0.9744114636642784, 'predicted_index_per_byte': 0.9744114636642784, 'predicted_index_uncond': 0.9585465711361311, 'correct_choice': 1.007164790174002, 'acc_raw': 0.37871033776867963, 'acc_per_token': 0.3961105424769703, 'acc_per_char': 0.4078812691914023, 'acc_per_byte': 0.4078812691914023, 'acc_uncond': 0.3797338792221085, 'no_answer': 0.0, 'sum_logits_corr': -19.184590567341846, 'logits_per_token_corr': -5.609338614978531, 'logits_per_char_corr': -1.0292735008042457, 'bits_per_byte_corr': 1.4849277753297745, 'correct_prob': 5.596378383384425e-05, 'correct_prob_per_token': 0.013868980411866662, 'correct_prob_per_char': 0.377418268077742, 'margin': -6.32639034169073e-05, 'margin_per_token': -0.0036587540137049566, 'margin_per_char': -0.029903757530495862, 'total_prob': 0.00018660687752828972, 'total_prob_per_token': 0.036608501949900105, 'total_prob_per_char': 1.0861150297220148, 'uncond_correct_prob': 4.689735732308657e-07, 'uncond_correct_prob_per_token': 0.002369750616793144, 'uncond_correct_prob_per_char': 0.25061300969936173, 'uncond_total_prob': 2.1960594601037e-06, 'norm_correct_prob': 0.3689259428948382, 'norm_correct_prob_per_token': 0.3717048879490064, 'norm_correct_prob_per_char': 0.3485362782616434, 'primary_metric': 0.4078812691914023} |
90M | FineWeb-Pro | socialiqa | 11,250 | small aux 3 | 5xC | 3,686,400,000 | 2,166,422,962,176,000,000 | {'predicted_index_raw': 1.0046059365404298, 'predicted_index_per_token': 0.9989764585465711, 'predicted_index_per_char': 0.9912998976458547, 'predicted_index_per_byte': 0.9912998976458547, 'predicted_index_uncond': 0.9815762538382804, 'correct_choice': 1.007164790174002, 'acc_raw': 0.3751279426816786, 'acc_per_token': 0.3889457523029683, 'acc_per_char': 0.40736949846468784, 'acc_per_byte': 0.40736949846468784, 'acc_uncond': 0.37615148413510746, 'no_answer': 0.0, 'sum_logits_corr': -19.385514390139154, 'logits_per_token_corr': -5.764048200727503, 'logits_per_char_corr': -1.0526071726491535, 'bits_per_byte_corr': 1.5185911479861778, 'correct_prob': 3.135887786845365e-05, 'correct_prob_per_token': 0.013308328625702427, 'correct_prob_per_char': 0.37047252472596887, 'margin': -2.0549738694751204e-05, 'margin_per_token': -0.004085814704187275, 'margin_per_char': -0.030055243920694228, 'total_prob': 8.653580550155533e-05, 'total_prob_per_token': 0.03582571101997201, 'total_prob_per_char': 1.0644322200495655, 'uncond_correct_prob': 9.341049424818801e-07, 'uncond_correct_prob_per_token': 0.002671201951903817, 'uncond_correct_prob_per_char': 0.25939118234630426, 'uncond_total_prob': 3.390894703191473e-06, 'norm_correct_prob': 0.3691920747321222, 'norm_correct_prob_per_token': 0.3722278746029655, 'norm_correct_prob_per_char': 0.3496493881711175, 'primary_metric': 0.40736949846468784} |
90M | FineWeb-Pro | socialiqa | 11,250 | default | 5xC | 3,686,400,000 | 2,166,422,962,176,000,000 | {'predicted_index_raw': 1.0174002047082906, 'predicted_index_per_token': 0.9979529170931423, 'predicted_index_per_char': 0.9815762538382804, 'predicted_index_per_byte': 0.9815762538382804, 'predicted_index_uncond': 0.9866939611054247, 'correct_choice': 1.007164790174002, 'acc_raw': 0.36438075742067555, 'acc_per_token': 0.38485158648925283, 'acc_per_char': 0.4109518935516888, 'acc_per_byte': 0.281985670419652, 'acc_uncond': 0.37768679631525076, 'no_answer': 0.0, 'sum_logits_corr': -18.511418360404615, 'logits_per_token_corr': -5.316011096847174, 'logits_per_char_corr': -0.9763936668032278, 'logits_per_byte_corr': 1.4086383010534198, 'correct_prob': 0.00012167983214094115, 'correct_prob_per_token': 0.015546380325310446, 'correct_prob_per_char': 0.39395073863715535, 'margin': -0.00012769429523965437, 'margin_per_token': -0.004767004659885507, 'margin_per_char': -0.030931664465071652, 'total_prob': 0.00039639261579288865, 'total_prob_per_token': 0.04198625453257181, 'total_prob_per_char': 1.1398255252384544, 'uncond_correct_prob': 4.041006651465021e-07, 'uncond_correct_prob_per_token': 0.001973353178637696, 'uncond_correct_prob_per_char': 0.23825172582406232, 'uncond_total_prob': 2.6871956188444998e-06, 'norm_correct_prob': 0.3627329128168122, 'norm_correct_prob_per_token': 0.3674509384112472, 'norm_correct_prob_per_char': 0.3463230857136518, 'primary_metric': 0.4109518935516888} |
90M | FineWeb-Pro | socialiqa | 12,500 | small aux 2 | 5xC | 4,096,000,000 | 2,407,136,624,640,000,000 | {'predicted_index_raw': 1.0056294779938588, 'predicted_index_per_token': 1.0066530194472876, 'predicted_index_per_char': 0.9785056294779939, 'predicted_index_per_byte': 0.9785056294779939, 'predicted_index_uncond': 0.996417604912999, 'correct_choice': 1.007164790174002, 'acc_raw': 0.3751279426816786, 'acc_per_token': 0.3843398157625384, 'acc_per_char': 0.4150460593654043, 'acc_per_byte': 0.4150460593654043, 'acc_uncond': 0.37922210849539406, 'no_answer': 0.0, 'sum_logits_corr': -18.439218453277462, 'logits_per_token_corr': -5.360861672556684, 'logits_per_char_corr': -0.9837289454191429, 'bits_per_byte_corr': 1.419220871136147, 'correct_prob': 9.92334826317023e-05, 'correct_prob_per_token': 0.016403856757241007, 'correct_prob_per_char': 0.3932541669241737, 'margin': -0.00010682948577092609, 'margin_per_token': -0.004784060118963724, 'margin_per_char': -0.0308292301805665, 'total_prob': 0.00032537117934708837, 'total_prob_per_token': 0.04378516066040927, 'total_prob_per_char': 1.1339658231148255, 'uncond_correct_prob': 8.015090944969573e-07, 'uncond_correct_prob_per_token': 0.002477467681869408, 'uncond_correct_prob_per_char': 0.2526371792611378, 'uncond_total_prob': 4.406223431582543e-06, 'norm_correct_prob': 0.3675063104644111, 'norm_correct_prob_per_token': 0.3694282866733376, 'norm_correct_prob_per_char': 0.3476100190163917, 'primary_metric': 0.4150460593654043} |
90M | FineWeb-Pro | socialiqa | 12,500 | small aux 3 | 5xC | 4,096,000,000 | 2,407,136,624,640,000,000 | {'predicted_index_raw': 1.0122824974411464, 'predicted_index_per_token': 1.0046059365404298, 'predicted_index_per_char': 0.9938587512794268, 'predicted_index_per_byte': 0.9938587512794268, 'predicted_index_uncond': 0.9800409416581372, 'correct_choice': 1.007164790174002, 'acc_raw': 0.3633572159672467, 'acc_per_token': 0.38536335721596726, 'acc_per_char': 0.4140225179119754, 'acc_per_byte': 0.4140225179119754, 'acc_uncond': 0.372057318321392, 'no_answer': 0.0, 'sum_logits_corr': -18.626176128733977, 'logits_per_token_corr': -5.395540459630476, 'logits_per_char_corr': -0.9924194803309981, 'bits_per_byte_corr': 1.4317586627561616, 'correct_prob': 0.00013754031983450156, 'correct_prob_per_token': 0.015168884741301123, 'correct_prob_per_char': 0.38963897247105345, 'margin': -9.304726653430791e-05, 'margin_per_token': -0.0046381879869651305, 'margin_per_char': -0.03118382667049267, 'total_prob': 0.0003823435994570822, 'total_prob_per_token': 0.04073238213418177, 'total_prob_per_char': 1.1237518593167302, 'uncond_correct_prob': 1.0401144693462333e-06, 'uncond_correct_prob_per_token': 0.0027228042939061816, 'uncond_correct_prob_per_char': 0.259664936514085, 'uncond_total_prob': 3.2643223414943414e-06, 'norm_correct_prob': 0.36170790065887093, 'norm_correct_prob_per_token': 0.36935496949443064, 'norm_correct_prob_per_char': 0.3478178112902287, 'primary_metric': 0.4140225179119754} |
90M | FineWeb-Pro | socialiqa | 12,500 | default | 5xC | 4,096,000,000 | 2,407,136,624,640,000,000 | {'predicted_index_raw': 1.0168884339815762, 'predicted_index_per_token': 0.9866939611054247, 'predicted_index_per_char': 0.984646878198567, 'predicted_index_per_byte': 0.981064483111566, 'predicted_index_uncond': 0.9667349027635619, 'correct_choice': 1.007164790174002, 'acc_raw': 0.368474923234391, 'acc_per_token': 0.38075742067553736, 'acc_per_char': 0.4037871033776868, 'acc_per_byte': 0.2712384851586489, 'acc_uncond': 0.38178096212896623, 'no_answer': 0.0, 'sum_logits_corr': -18.845059680353046, 'logits_per_token_corr': -5.4896472440051465, 'logits_per_char_corr': -1.0059378333295892, 'logits_per_byte_corr': 1.4512615235882291, 'correct_prob': 8.039002118129404e-05, 'correct_prob_per_token': 0.014344788843887285, 'correct_prob_per_char': 0.38450776054714714, 'margin': -7.984920422312535e-05, 'margin_per_token': -0.004382293808936537, 'margin_per_char': -0.03013265738343206, 'total_prob': 0.0002557637836673329, 'total_prob_per_token': 0.038808418289963356, 'total_prob_per_char': 1.109624819810787, 'uncond_correct_prob': 5.668139405625187e-07, 'uncond_correct_prob_per_token': 0.0025753755173736075, 'uncond_correct_prob_per_char': 0.2577752121825576, 'uncond_total_prob': 2.1182412127354714e-06, 'norm_correct_prob': 0.36458810758626237, 'norm_correct_prob_per_token': 0.36993436243328187, 'norm_correct_prob_per_char': 0.3473314163723832, 'primary_metric': 0.4037871033776868} |
90M | FineWeb-Pro | socialiqa | 13,750 | small aux 2 | 5xC | 4,505,600,000 | 2,647,850,287,104,000,000 | {'predicted_index_raw': 1.0030706243602865, 'predicted_index_per_token': 0.9989764585465711, 'predicted_index_per_char': 0.9897645854657113, 'predicted_index_per_byte': 0.9897645854657113, 'predicted_index_uncond': 0.977482088024565, 'correct_choice': 1.007164790174002, 'acc_raw': 0.3797338792221085, 'acc_per_token': 0.390992835209826, 'acc_per_char': 0.4227226202661208, 'acc_per_byte': 0.4227226202661208, 'acc_uncond': 0.37001023541453426, 'no_answer': 0.0, 'sum_logits_corr': -18.117719896130087, 'logits_per_token_corr': -5.2484979566259256, 'logits_per_char_corr': -0.9664029490382742, 'bits_per_byte_corr': 1.3942247420789895, 'correct_prob': 0.00015111018489319012, 'correct_prob_per_token': 0.016919892004434674, 'correct_prob_per_char': 0.39955361283018437, 'margin': -0.00015503492023934807, 'margin_per_token': -0.004774850931571366, 'margin_per_char': -0.03039400053110461, 'total_prob': 0.00047976731847464637, 'total_prob_per_token': 0.04509202627261944, 'total_prob_per_char': 1.1510021724005992, 'uncond_correct_prob': 7.503229168751977e-07, 'uncond_correct_prob_per_token': 0.0023400133368766687, 'uncond_correct_prob_per_char': 0.25180678106520904, 'uncond_total_prob': 2.6062490497797507e-06, 'norm_correct_prob': 0.37424078649998754, 'norm_correct_prob_per_token': 0.3723129422544414, 'norm_correct_prob_per_char': 0.34813277315376717, 'primary_metric': 0.4227226202661208} |
90M | FineWeb-Pro | socialiqa | 13,750 | small aux 3 | 5xC | 4,505,600,000 | 2,647,850,287,104,000,000 | {'predicted_index_raw': 1.0020470829068577, 'predicted_index_per_token': 0.9948822927328557, 'predicted_index_per_char': 0.9943705220061413, 'predicted_index_per_byte': 0.9943705220061413, 'predicted_index_uncond': 0.9959058341862845, 'correct_choice': 1.007164790174002, 'acc_raw': 0.37461617195496416, 'acc_per_token': 0.3797338792221085, 'acc_per_char': 0.39815762538382804, 'acc_per_byte': 0.39815762538382804, 'acc_uncond': 0.36591606960081885, 'no_answer': 0.0, 'sum_logits_corr': -18.881162232117862, 'logits_per_token_corr': -5.532374464133062, 'logits_per_char_corr': -1.013598156877852, 'bits_per_byte_corr': 1.462313034382921, 'correct_prob': 7.625181227030837e-05, 'correct_prob_per_token': 0.014675231773757477, 'correct_prob_per_char': 0.38296718952695413, 'margin': -6.463790689203036e-05, 'margin_per_token': -0.004219887601572861, 'margin_per_char': -0.0300585681905045, 'total_prob': 0.000225876021904611, 'total_prob_per_token': 0.039184510469252115, 'total_prob_per_char': 1.1023521417587177, 'uncond_correct_prob': 5.278850186803431e-07, 'uncond_correct_prob_per_token': 0.0021440643936041772, 'uncond_correct_prob_per_char': 0.24607360906518067, 'uncond_total_prob': 2.0585705437225518e-06, 'norm_correct_prob': 0.36767607872006614, 'norm_correct_prob_per_token': 0.3709595833241952, 'norm_correct_prob_per_char': 0.3484653638604856, 'primary_metric': 0.39815762538382804} |
90M | FineWeb-Pro | socialiqa | 13,750 | default | 5xC | 4,505,600,000 | 2,647,850,287,104,000,000 | {'predicted_index_raw': 1.0066530194472876, 'predicted_index_per_token': 0.9856704196519959, 'predicted_index_per_char': 0.9902763561924258, 'predicted_index_per_byte': 1.0015353121801434, 'predicted_index_uncond': 0.9974411463664279, 'correct_choice': 1.007164790174002, 'acc_raw': 0.3623336745138178, 'acc_per_token': 0.38843398157625386, 'acc_per_char': 0.4104401228249744, 'acc_per_byte': 0.27686796315250767, 'acc_uncond': 0.39662231320368474, 'no_answer': 0.0, 'sum_logits_corr': -18.206192350924443, 'logits_per_token_corr': -5.270599885593513, 'logits_per_char_corr': -0.965244047203595, 'logits_per_byte_corr': 1.3925528001492193, 'correct_prob': 0.00012311008092258136, 'correct_prob_per_token': 0.016949122641038414, 'correct_prob_per_char': 0.3992283431377369, 'margin': -0.00012505026373333238, 'margin_per_token': -0.005623546669195443, 'margin_per_char': -0.030616515455186503, 'total_prob': 0.00039514542429537223, 'total_prob_per_token': 0.046278970464245076, 'total_prob_per_char': 1.1522047073105777, 'uncond_correct_prob': 8.92090752905369e-07, 'uncond_correct_prob_per_token': 0.0024591508750016465, 'uncond_correct_prob_per_char': 0.2562505712575504, 'uncond_total_prob': 3.3601039659437447e-06, 'norm_correct_prob': 0.36176306025461136, 'norm_correct_prob_per_token': 0.37058863982166096, 'norm_correct_prob_per_char': 0.34748725483339593, 'primary_metric': 0.4104401228249744} |
90M | FineWeb-Pro | socialiqa | 15,000 | small aux 2 | 5xC | 4,915,200,000 | 2,888,563,949,568,000,000 | {'predicted_index_raw': 1.0015353121801434, 'predicted_index_per_token': 0.9918116683725691, 'predicted_index_per_char': 0.9795291709314228, 'predicted_index_per_byte': 0.9795291709314228, 'predicted_index_uncond': 0.9723643807574207, 'correct_choice': 1.007164790174002, 'acc_raw': 0.387410440122825, 'acc_per_token': 0.39508700102354144, 'acc_per_char': 0.417093142272262, 'acc_per_byte': 0.417093142272262, 'acc_uncond': 0.37308085977482086, 'no_answer': 0.0, 'sum_logits_corr': -18.290233391700284, 'logits_per_token_corr': -5.319485418361793, 'logits_per_char_corr': -0.9801483317707521, 'bits_per_byte_corr': 1.4140551375822703, 'correct_prob': 0.00011782415811202307, 'correct_prob_per_token': 0.016011479802270634, 'correct_prob_per_char': 0.3948085509466442, 'margin': -0.00011330788256571348, 'margin_per_token': -0.004156132747656026, 'margin_per_char': -0.030204136783480915, 'total_prob': 0.0003748245210635574, 'total_prob_per_token': 0.04229372185245529, 'total_prob_per_char': 1.1359781209708981, 'uncond_correct_prob': 6.050133216868726e-07, 'uncond_correct_prob_per_token': 0.002089044857923183, 'uncond_correct_prob_per_char': 0.24107802454499086, 'uncond_total_prob': 2.653512494066352e-06, 'norm_correct_prob': 0.3763314372586186, 'norm_correct_prob_per_token': 0.3734952072089263, 'norm_correct_prob_per_char': 0.348396645955641, 'primary_metric': 0.417093142272262} |
90M | FineWeb-Pro | socialiqa | 15,000 | small aux 3 | 5xC | 4,915,200,000 | 2,888,563,949,568,000,000 | {'predicted_index_raw': 0.9928352098259979, 'predicted_index_per_token': 0.9928352098259979, 'predicted_index_per_char': 0.9984646878198568, 'predicted_index_per_byte': 0.9984646878198568, 'predicted_index_uncond': 0.9698055271238485, 'correct_choice': 1.007164790174002, 'acc_raw': 0.3725690890481064, 'acc_per_token': 0.39355168884339814, 'acc_per_char': 0.4232343909928352, 'acc_per_byte': 0.4232343909928352, 'acc_uncond': 0.37871033776867963, 'no_answer': 0.0, 'sum_logits_corr': -18.314100463656345, 'logits_per_token_corr': -5.285136951026052, 'logits_per_char_corr': -0.97346534187285, 'bits_per_byte_corr': 1.404413621198249, 'correct_prob': 0.0001142763722616289, 'correct_prob_per_token': 0.016157217127704373, 'correct_prob_per_char': 0.39643309040040914, 'margin': -5.765590856741517e-05, 'margin_per_token': -0.004194633248800368, 'margin_per_char': -0.027925059954973318, 'total_prob': 0.0003037749044778489, 'total_prob_per_token': 0.04250769404346997, 'total_prob_per_char': 1.139201521872331, 'uncond_correct_prob': 6.697950453725589e-07, 'uncond_correct_prob_per_token': 0.0022662948989581096, 'uncond_correct_prob_per_char': 0.250235474293478, 'uncond_total_prob': 2.4312073346999197e-06, 'norm_correct_prob': 0.3702771679416982, 'norm_correct_prob_per_token': 0.3746349035674436, 'norm_correct_prob_per_char': 0.34874120098597017, 'primary_metric': 0.4232343909928352} |
90M | FineWeb-Pro | socialiqa | 15,000 | default | 5xC | 4,915,200,000 | 2,888,563,949,568,000,000 | {'predicted_index_raw': 1.0051177072671442, 'predicted_index_per_token': 0.9897645854657113, 'predicted_index_per_char': 0.9841351074718526, 'predicted_index_per_byte': 0.9795291709314228, 'predicted_index_uncond': 0.9825997952917093, 'correct_choice': 1.007164790174002, 'acc_raw': 0.3705220061412487, 'acc_per_token': 0.3828045035823951, 'acc_per_char': 0.413510747185261, 'acc_per_byte': 0.26970317297850566, 'acc_uncond': 0.394575230296827, 'no_answer': 0.0, 'sum_logits_corr': -18.62382625020514, 'logits_per_token_corr': -5.382154335489136, 'logits_per_char_corr': -0.9876347935989004, 'logits_per_byte_corr': 1.4248558189355522, 'correct_prob': 0.00010452541518485409, 'correct_prob_per_token': 0.014673592715951119, 'correct_prob_per_char': 0.3896355619852559, 'margin': -0.00011410829195092798, 'margin_per_token': -0.0044025286683536165, 'margin_per_char': -0.030171137878219713, 'total_prob': 0.0003413840941557171, 'total_prob_per_token': 0.03941154518439285, 'total_prob_per_char': 1.1243906711080185, 'uncond_correct_prob': 8.85929910813531e-07, 'uncond_correct_prob_per_token': 0.0025372977897288175, 'uncond_correct_prob_per_char': 0.2571880052798863, 'uncond_total_prob': 2.759219983426517e-06, 'norm_correct_prob': 0.3669132568231874, 'norm_correct_prob_per_token': 0.36986781661726664, 'norm_correct_prob_per_char': 0.347290483675427, 'primary_metric': 0.413510747185261} |
90M | FineWeb-Pro | socialiqa | 17,500 | small aux 2 | 5xC | 5,734,400,000 | 3,369,991,274,496,000,000 | {'predicted_index_raw': 1.0056294779938588, 'predicted_index_per_token': 0.9979529170931423, 'predicted_index_per_char': 0.9856704196519959, 'predicted_index_per_byte': 0.9856704196519959, 'predicted_index_uncond': 0.9861821903787104, 'correct_choice': 1.007164790174002, 'acc_raw': 0.38689866939611056, 'acc_per_token': 0.4002047082906858, 'acc_per_char': 0.4181166837256909, 'acc_per_byte': 0.4181166837256909, 'acc_uncond': 0.37461617195496416, 'no_answer': 0.0, 'sum_logits_corr': -17.82731219665543, 'logits_per_token_corr': -5.1832493049134225, 'logits_per_char_corr': -0.9505311842841077, 'bits_per_byte_corr': 1.3713266257779808, 'correct_prob': 0.0001532326826342784, 'correct_prob_per_token': 0.01837913903089697, 'correct_prob_per_char': 0.40520160627041496, 'margin': -9.484313899576055e-05, 'margin_per_token': -0.0050000459246078224, 'margin_per_char': -0.028248608046486493, 'total_prob': 0.00042666158061136937, 'total_prob_per_token': 0.04870737343576971, 'total_prob_per_char': 1.163736409434722, 'uncond_correct_prob': 9.939782057264887e-07, 'uncond_correct_prob_per_token': 0.0023117539304427057, 'uncond_correct_prob_per_char': 0.25007352841399355, 'uncond_total_prob': 4.814587596610714e-06, 'norm_correct_prob': 0.3747386261902538, 'norm_correct_prob_per_token': 0.3770588693539952, 'norm_correct_prob_per_char': 0.3492272305872641, 'primary_metric': 0.4181166837256909} |
90M | FineWeb-Pro | socialiqa | 17,500 | small aux 3 | 5xC | 5,734,400,000 | 3,369,991,274,496,000,000 | {'predicted_index_raw': 1.0010235414534288, 'predicted_index_per_token': 0.9989764585465711, 'predicted_index_per_char': 0.9979529170931423, 'predicted_index_per_byte': 0.9979529170931423, 'predicted_index_uncond': 0.9733879222108496, 'correct_choice': 1.007164790174002, 'acc_raw': 0.37922210849539406, 'acc_per_token': 0.38536335721596726, 'acc_per_char': 0.4068577277379734, 'acc_per_byte': 0.4068577277379734, 'acc_uncond': 0.38382804503582396, 'no_answer': 0.0, 'sum_logits_corr': -18.04258082759783, 'logits_per_token_corr': -5.27735068063089, 'logits_per_char_corr': -0.9676878879930102, 'bits_per_byte_corr': 1.3960785171368335, 'correct_prob': 0.00010787112879128045, 'correct_prob_per_token': 0.017694708511462584, 'correct_prob_per_char': 0.39986008616275875, 'margin': -6.685280163039182e-05, 'margin_per_token': -0.005085666964007684, 'margin_per_char': -0.029927356236361138, 'total_prob': 0.0002969377205271059, 'total_prob_per_token': 0.04746268009032822, 'total_prob_per_char': 1.1503133641062393, 'uncond_correct_prob': 7.557290694526268e-07, 'uncond_correct_prob_per_token': 0.0023852302384120994, 'uncond_correct_prob_per_char': 0.2501507748786977, 'uncond_total_prob': 2.2926922892352773e-06, 'norm_correct_prob': 0.36900653033149183, 'norm_correct_prob_per_token': 0.37264232632831296, 'norm_correct_prob_per_char': 0.34875918870560657, 'primary_metric': 0.4068577277379734} |
90M | FineWeb-Pro | socialiqa | 17,500 | default | 5xC | 5,734,400,000 | 3,369,991,274,496,000,000 | {'predicted_index_raw': 1.0076765609007166, 'predicted_index_per_token': 0.9938587512794268, 'predicted_index_per_char': 0.9933469805527124, 'predicted_index_per_byte': 0.9882292732855681, 'predicted_index_uncond': 0.989252814738997, 'correct_choice': 1.007164790174002, 'acc_raw': 0.3654042988741044, 'acc_per_token': 0.3797338792221085, 'acc_per_char': 0.3976458546571136, 'acc_per_byte': 0.2758444216990788, 'acc_uncond': 0.38792221084953943, 'no_answer': 0.0, 'sum_logits_corr': -17.811930386046427, 'logits_per_token_corr': -5.089548728666968, 'logits_per_char_corr': -0.9368286149566588, 'logits_per_byte_corr': 1.351557996961819, 'correct_prob': 0.00037781966807186134, 'correct_prob_per_token': 0.019062566716378817, 'correct_prob_per_char': 0.41019650529679647, 'margin': -0.00015331188106775843, 'margin_per_token': -0.005657529666549628, 'margin_per_char': -0.03063786728510376, 'total_prob': 0.0009645733237786423, 'total_prob_per_token': 0.05121568078709258, 'total_prob_per_char': 1.181999558769128, 'uncond_correct_prob': 4.103202107273551e-07, 'uncond_correct_prob_per_token': 0.0023003408786059216, 'uncond_correct_prob_per_char': 0.24883334235235732, 'uncond_total_prob': 1.6206693181883203e-06, 'norm_correct_prob': 0.36332977866995625, 'norm_correct_prob_per_token': 0.37087593097732263, 'norm_correct_prob_per_char': 0.3480993561824407, 'primary_metric': 0.3976458546571136} |
90M | FineWeb-Pro | socialiqa | 18,750 | small aux 2 | 5xC | 6,144,000,000 | 3,610,704,936,960,000,000 | {'predicted_index_raw': 0.9969293756397134, 'predicted_index_per_token': 0.984646878198567, 'predicted_index_per_char': 0.9877175025588536, 'predicted_index_per_byte': 0.9877175025588536, 'predicted_index_uncond': 0.9918116683725691, 'correct_choice': 1.007164790174002, 'acc_raw': 0.38536335721596726, 'acc_per_token': 0.39969293756397134, 'acc_per_char': 0.4181166837256909, 'acc_per_byte': 0.4181166837256909, 'acc_uncond': 0.39201637666325484, 'no_answer': 0.0, 'sum_logits_corr': -18.03523773449104, 'logits_per_token_corr': -5.237938997640473, 'logits_per_char_corr': -0.961986525046012, 'bits_per_byte_corr': 1.387853189086885, 'correct_prob': 0.00012841652742479786, 'correct_prob_per_token': 0.017043335768080314, 'correct_prob_per_char': 0.4005419850660995, 'margin': -8.306961374103477e-05, 'margin_per_token': -0.004326917464116531, 'margin_per_char': -0.02758012596856853, 'total_prob': 0.0003638620374596118, 'total_prob_per_token': 0.04475081471673068, 'total_prob_per_char': 1.1490153083704653, 'uncond_correct_prob': 1.2407751875637709e-06, 'uncond_correct_prob_per_token': 0.002721011200557421, 'uncond_correct_prob_per_char': 0.26121888045934566, 'uncond_total_prob': 4.128887765112576e-06, 'norm_correct_prob': 0.3799199472740112, 'norm_correct_prob_per_token': 0.3772112668578139, 'norm_correct_prob_per_char': 0.349562662148791, 'primary_metric': 0.4181166837256909} |
90M | FineWeb-Pro | socialiqa | 18,750 | small aux 3 | 5xC | 6,144,000,000 | 3,610,704,936,960,000,000 | {'predicted_index_raw': 1.0020470829068577, 'predicted_index_per_token': 0.984646878198567, 'predicted_index_per_char': 0.9790174002047083, 'predicted_index_per_byte': 0.9790174002047083, 'predicted_index_uncond': 0.9667349027635619, 'correct_choice': 1.007164790174002, 'acc_raw': 0.372057318321392, 'acc_per_token': 0.38996929375639716, 'acc_per_char': 0.4017400204708291, 'acc_per_byte': 0.4017400204708291, 'acc_uncond': 0.3843398157625384, 'no_answer': 0.0, 'sum_logits_corr': -17.842597372944304, 'logits_per_token_corr': -5.022730578715778, 'logits_per_char_corr': -0.9300688985103689, 'bits_per_byte_corr': 1.3418057875669338, 'correct_prob': 0.0004070489778121113, 'correct_prob_per_token': 0.017727029717046535, 'correct_prob_per_char': 0.4115344822211884, 'margin': -0.00024931100934314247, 'margin_per_token': -0.004755110688696085, 'margin_per_char': -0.0300158504996475, 'total_prob': 0.0011396265805323122, 'total_prob_per_token': 0.04718153530683544, 'total_prob_per_char': 1.1852014764881396, 'uncond_correct_prob': 8.75109228284983e-07, 'uncond_correct_prob_per_token': 0.0026335755020406833, 'uncond_correct_prob_per_char': 0.2585111606958488, 'uncond_total_prob': 3.7222483683163785e-06, 'norm_correct_prob': 0.36861242499933916, 'norm_correct_prob_per_token': 0.3740274455010876, 'norm_correct_prob_per_char': 0.3483967291220817, 'primary_metric': 0.4017400204708291} |
90M | FineWeb-Pro | socialiqa | 18,750 | default | 5xC | 6,144,000,000 | 3,610,704,936,960,000,000 | {'predicted_index_raw': 0.9959058341862845, 'predicted_index_per_token': 0.9912998976458547, 'predicted_index_per_char': 0.9785056294779939, 'predicted_index_per_byte': 0.973899692937564, 'predicted_index_uncond': 0.9928352098259979, 'correct_choice': 1.007164790174002, 'acc_raw': 0.38178096212896623, 'acc_per_token': 0.39048106448311154, 'acc_per_char': 0.41146366427840325, 'acc_per_byte': 0.2835209825997953, 'acc_uncond': 0.38945752302968273, 'no_answer': 0.0, 'sum_logits_corr': -18.161605552616724, 'logits_per_token_corr': -5.265705710817994, 'logits_per_char_corr': -0.9662191957523412, 'logits_per_byte_corr': 1.3939596421246265, 'correct_prob': 0.00013194750416217006, 'correct_prob_per_token': 0.016707875420429192, 'correct_prob_per_char': 0.3986612410768001, 'margin': -0.0001272668435948281, 'margin_per_token': -0.0047791088911808, 'margin_per_char': -0.028462740916532184, 'total_prob': 0.00041941789216831893, 'total_prob_per_token': 0.04465399477239951, 'total_prob_per_char': 1.1468764913298415, 'uncond_correct_prob': 4.712043987768801e-07, 'uncond_correct_prob_per_token': 0.0021292497675292027, 'uncond_correct_prob_per_char': 0.24246693500558852, 'uncond_total_prob': 1.7589403229942246e-06, 'norm_correct_prob': 0.3754753841572722, 'norm_correct_prob_per_token': 0.3739535023026377, 'norm_correct_prob_per_char': 0.3486692863437216, 'primary_metric': 0.41146366427840325} |
90M | FineWeb-Pro | socialiqa | 20,000 | small aux 2 | 5xC | 6,553,600,000 | 3,851,418,599,424,000,000 | {'predicted_index_raw': 0.9938587512794268, 'predicted_index_per_token': 0.9953940634595702, 'predicted_index_per_char': 0.9948822927328557, 'predicted_index_per_byte': 0.9948822927328557, 'predicted_index_uncond': 0.9836233367451381, 'correct_choice': 1.007164790174002, 'acc_raw': 0.38075742067553736, 'acc_per_token': 0.4022517911975435, 'acc_per_char': 0.4211873080859775, 'acc_per_byte': 0.4211873080859775, 'acc_uncond': 0.3955987717502559, 'no_answer': 0.0, 'sum_logits_corr': -17.395009513887192, 'logits_per_token_corr': -5.02671714865329, 'logits_per_char_corr': -0.9223860742969662, 'bits_per_byte_corr': 1.330721815174228, 'correct_prob': 0.00022140315891957553, 'correct_prob_per_token': 0.020140950370193318, 'correct_prob_per_char': 0.41546373089884775, 'margin': -0.00021872450842389362, 'margin_per_token': -0.00494997112898166, 'margin_per_char': -0.02808666863705865, 'total_prob': 0.000712507537970771, 'total_prob_per_token': 0.05280292694082384, 'total_prob_per_char': 1.192775996385826, 'uncond_correct_prob': 8.533903327400145e-07, 'uncond_correct_prob_per_token': 0.002606740385331354, 'uncond_correct_prob_per_char': 0.25655081178476996, 'uncond_total_prob': 3.902391688166689e-06, 'norm_correct_prob': 0.37352988089327643, 'norm_correct_prob_per_token': 0.3777879630898325, 'norm_correct_prob_per_char': 0.34947139467876576, 'primary_metric': 0.4211873080859775} |
90M | FineWeb-Pro | socialiqa | 20,000 | small aux 3 | 5xC | 6,553,600,000 | 3,851,418,599,424,000,000 | {'predicted_index_raw': 1.007164790174002, 'predicted_index_per_token': 1.0051177072671442, 'predicted_index_per_char': 0.9948822927328557, 'predicted_index_per_byte': 0.9948822927328557, 'predicted_index_uncond': 0.9785056294779939, 'correct_choice': 1.007164790174002, 'acc_raw': 0.3725690890481064, 'acc_per_token': 0.3925281473899693, 'acc_per_char': 0.42374616171954965, 'acc_per_byte': 0.42374616171954965, 'acc_uncond': 0.3766632548618219, 'no_answer': 0.0, 'sum_logits_corr': -17.709558778677895, 'logits_per_token_corr': -5.038296131887654, 'logits_per_char_corr': -0.9312246652603898, 'bits_per_byte_corr': 1.3434732065256145, 'correct_prob': 0.00040490667163187513, 'correct_prob_per_token': 0.01855867555687054, 'correct_prob_per_char': 0.41199665442918343, 'margin': -0.00022668132740324908, 'margin_per_token': -0.004634715713126068, 'margin_per_char': -0.027422737803229093, 'total_prob': 0.001097445733084592, 'total_prob_per_token': 0.04873036773627289, 'total_prob_per_char': 1.1813216081134883, 'uncond_correct_prob': 1.2915284968122456e-06, 'uncond_correct_prob_per_token': 0.002748331535853813, 'uncond_correct_prob_per_char': 0.26376568029369774, 'uncond_total_prob': 4.93174895379148e-06, 'norm_correct_prob': 0.3718053039546897, 'norm_correct_prob_per_token': 0.3790501070382454, 'norm_correct_prob_per_char': 0.3499596613379517, 'primary_metric': 0.42374616171954965} |
90M | FineWeb-Pro | socialiqa | 20,000 | default | 5xC | 6,553,600,000 | 3,851,418,599,424,000,000 | {'predicted_index_raw': 1.0174002047082906, 'predicted_index_per_token': 0.9959058341862845, 'predicted_index_per_char': 1.0025588536335721, 'predicted_index_per_byte': 0.9662231320368475, 'predicted_index_uncond': 1.0020470829068577, 'correct_choice': 1.007164790174002, 'acc_raw': 0.36489252814739, 'acc_per_token': 0.38843398157625386, 'acc_per_char': 0.40429887410440124, 'acc_per_byte': 0.27993858751279427, 'acc_uncond': 0.3930399181166837, 'no_answer': 0.0, 'sum_logits_corr': -18.142327138809, 'logits_per_token_corr': -5.215942524613638, 'logits_per_char_corr': -0.9579681198991007, 'logits_per_byte_corr': 1.3820558559091496, 'correct_prob': 0.00017200451707701712, 'correct_prob_per_token': 0.016542958920685105, 'correct_prob_per_char': 0.4006755865516525, 'margin': -0.00011910369912146611, 'margin_per_token': -0.005202868862715147, 'margin_per_char': -0.029064990790010112, 'total_prob': 0.000491827808290917, 'total_prob_per_token': 0.04484024700170677, 'total_prob_per_char': 1.1552138395762783, 'uncond_correct_prob': 5.505443401944608e-07, 'uncond_correct_prob_per_token': 0.002213871692522155, 'uncond_correct_prob_per_char': 0.2478727846233667, 'uncond_total_prob': 1.9683626547160274e-06, 'norm_correct_prob': 0.36622990060512023, 'norm_correct_prob_per_token': 0.3728575901517663, 'norm_correct_prob_per_char': 0.34792938890963315, 'primary_metric': 0.40429887410440124} |
90M | FineWeb-Pro | socialiqa | 21,250 | small aux 2 | 5xC | 6,963,200,000 | 4,092,132,261,888,000,000 | {'predicted_index_raw': 1.0056294779938588, 'predicted_index_per_token': 0.9861821903787104, 'predicted_index_per_char': 0.9912998976458547, 'predicted_index_per_byte': 0.9912998976458547, 'predicted_index_uncond': 0.9662231320368475, 'correct_choice': 1.007164790174002, 'acc_raw': 0.3858751279426817, 'acc_per_token': 0.39048106448311154, 'acc_per_char': 0.428863868986694, 'acc_per_byte': 0.428863868986694, 'acc_uncond': 0.3930399181166837, 'no_answer': 0.0, 'sum_logits_corr': -17.608541370780344, 'logits_per_token_corr': -5.087160091443021, 'logits_per_char_corr': -0.9351604714974993, 'bits_per_byte_corr': 1.3491513746657962, 'correct_prob': 0.00019057655461588422, 'correct_prob_per_token': 0.01945281468199391, 'correct_prob_per_char': 0.41118017552919595, 'margin': -0.00018174892275465274, 'margin_per_token': -0.004995994894162634, 'margin_per_char': -0.028071494256404574, 'total_prob': 0.0005954628945819829, 'total_prob_per_token': 0.051290455121070694, 'total_prob_per_char': 1.1799233460432847, 'uncond_correct_prob': 5.880807021230539e-07, 'uncond_correct_prob_per_token': 0.0023671579426513775, 'uncond_correct_prob_per_char': 0.24809892545208587, 'uncond_total_prob': 2.4232643329009753e-06, 'norm_correct_prob': 0.3787607490097215, 'norm_correct_prob_per_token': 0.3781504293769191, 'norm_correct_prob_per_char': 0.3497537363994174, 'primary_metric': 0.428863868986694} |
90M | FineWeb-Pro | socialiqa | 21,250 | small aux 3 | 5xC | 6,963,200,000 | 4,092,132,261,888,000,000 | {'predicted_index_raw': 0.9907881269191402, 'predicted_index_per_token': 1.007164790174002, 'predicted_index_per_char': 0.9887410440122825, 'predicted_index_per_byte': 0.9887410440122825, 'predicted_index_uncond': 0.9749232343909928, 'correct_choice': 1.007164790174002, 'acc_raw': 0.38843398157625386, 'acc_per_token': 0.40583418628454454, 'acc_per_char': 0.4216990788126919, 'acc_per_byte': 0.4216990788126919, 'acc_uncond': 0.38382804503582396, 'no_answer': 0.0, 'sum_logits_corr': -17.45373940534943, 'logits_per_token_corr': -4.9556707873589945, 'logits_per_char_corr': -0.9164620891213041, 'bits_per_byte_corr': 1.3221753111389944, 'correct_prob': 0.00048281829866694955, 'correct_prob_per_token': 0.019429957566766028, 'correct_prob_per_char': 0.41771561277754504, 'margin': -0.0001557533891115357, 'margin_per_token': -0.004886894298660835, 'margin_per_char': -0.027682490694159515, 'total_prob': 0.0011775843957558155, 'total_prob_per_token': 0.05132578831249455, 'total_prob_per_char': 1.1987320361719458, 'uncond_correct_prob': 1.04384938602353e-06, 'uncond_correct_prob_per_token': 0.002453317135055117, 'uncond_correct_prob_per_char': 0.25314159489346155, 'uncond_total_prob': 3.081751357836398e-06, 'norm_correct_prob': 0.37700675395116756, 'norm_correct_prob_per_token': 0.37859294860166604, 'norm_correct_prob_per_char': 0.3494467222434945, 'primary_metric': 0.4216990788126919} |
90M | FineWeb-Pro | socialiqa | 21,250 | default | 5xC | 6,963,200,000 | 4,092,132,261,888,000,000 | {'predicted_index_raw': 0.9984646878198568, 'predicted_index_per_token': 0.9836233367451381, 'predicted_index_per_char': 0.977482088024565, 'predicted_index_per_byte': 0.9877175025588536, 'predicted_index_uncond': 0.9969293756397134, 'correct_choice': 1.007164790174002, 'acc_raw': 0.3654042988741044, 'acc_per_token': 0.387410440122825, 'acc_per_char': 0.40583418628454454, 'acc_per_byte': 0.27635619242579323, 'acc_uncond': 0.3843398157625384, 'no_answer': 0.0, 'sum_logits_corr': -17.620994027463784, 'logits_per_token_corr': -4.995718093839432, 'logits_per_char_corr': -0.9214219313911967, 'logits_per_byte_corr': 1.3293308509853652, 'correct_prob': 0.0004798095737979983, 'correct_prob_per_token': 0.019024898811812768, 'correct_prob_per_char': 0.41483716609742166, 'margin': -0.0003939774932887083, 'margin_per_token': -0.005338212926369786, 'margin_per_char': -0.030866738785876983, 'total_prob': 0.0014371905267025766, 'total_prob_per_token': 0.050761462859368146, 'total_prob_per_char': 1.1982126952063656, 'uncond_correct_prob': 3.8417059822878776e-07, 'uncond_correct_prob_per_token': 0.002005130030557228, 'uncond_correct_prob_per_char': 0.23749701200346085, 'uncond_total_prob': 1.554550389733709e-06, 'norm_correct_prob': 0.3607853717971581, 'norm_correct_prob_per_token': 0.3702403403503733, 'norm_correct_prob_per_char': 0.34690527246212133, 'primary_metric': 0.40583418628454454} |
90M | FineWeb-Pro | socialiqa | 22,500 | small aux 2 | 5xC | 7,372,800,000 | 4,332,845,924,352,000,000 | {'predicted_index_raw': 1.0020470829068577, 'predicted_index_per_token': 0.9948822927328557, 'predicted_index_per_char': 0.9943705220061413, 'predicted_index_per_byte': 0.9943705220061413, 'predicted_index_uncond': 0.9841351074718526, 'correct_choice': 1.007164790174002, 'acc_raw': 0.38638689866939613, 'acc_per_token': 0.4078812691914023, 'acc_per_char': 0.42681678607983625, 'acc_per_byte': 0.42681678607983625, 'acc_uncond': 0.3925281473899693, 'no_answer': 0.0, 'sum_logits_corr': -17.29679777092675, 'logits_per_token_corr': -4.959422073167427, 'logits_per_char_corr': -0.9124015294901785, 'bits_per_byte_corr': 1.3163171618959315, 'correct_prob': 0.00041759002633289866, 'correct_prob_per_token': 0.021213535288407297, 'correct_prob_per_char': 0.41992770518030464, 'margin': -0.0003524702662112295, 'margin_per_token': -0.004992181605103593, 'margin_per_char': -0.02777067567304282, 'total_prob': 0.0012627560269746923, 'total_prob_per_token': 0.05529526195311608, 'total_prob_per_char': 1.2039133302690874, 'uncond_correct_prob': 7.402497529221678e-07, 'uncond_correct_prob_per_token': 0.0026308526919033223, 'uncond_correct_prob_per_char': 0.25545568075817576, 'uncond_total_prob': 3.5533514010032436e-06, 'norm_correct_prob': 0.3785660153253313, 'norm_correct_prob_per_token': 0.38023748212380337, 'norm_correct_prob_per_char': 0.35008681583210716, 'primary_metric': 0.42681678607983625} |
90M | FineWeb-Pro | socialiqa | 22,500 | small aux 3 | 5xC | 7,372,800,000 | 4,332,845,924,352,000,000 | {'predicted_index_raw': 1.0061412487205732, 'predicted_index_per_token': 1.0179119754350052, 'predicted_index_per_char': 0.9994882292732856, 'predicted_index_per_byte': 0.9994882292732856, 'predicted_index_uncond': 0.9836233367451381, 'correct_choice': 1.007164790174002, 'acc_raw': 0.38331627430910953, 'acc_per_token': 0.4007164790174002, 'acc_per_char': 0.42067553735926305, 'acc_per_byte': 0.42067553735926305, 'acc_uncond': 0.38485158648925283, 'no_answer': 0.0, 'sum_logits_corr': -17.544186823077677, 'logits_per_token_corr': -4.977996863266109, 'logits_per_char_corr': -0.9206785789308373, 'bits_per_byte_corr': 1.3282584200771714, 'correct_prob': 0.00042797389116840914, 'correct_prob_per_token': 0.019018914942497012, 'correct_prob_per_char': 0.4160720142129625, 'margin': -0.00022546497116450483, 'margin_per_token': -0.004556964726727067, 'margin_per_char': -0.027175124576862494, 'total_prob': 0.00114595720388352, 'total_prob_per_token': 0.049974339743644236, 'total_prob_per_char': 1.1928555153989033, 'uncond_correct_prob': 9.759643791939328e-07, 'uncond_correct_prob_per_token': 0.0027097788669599976, 'uncond_correct_prob_per_char': 0.2605622844839989, 'uncond_total_prob': 3.4308901233049733e-06, 'norm_correct_prob': 0.3714332498715487, 'norm_correct_prob_per_token': 0.37990938297709037, 'norm_correct_prob_per_char': 0.3498596648820071, 'primary_metric': 0.42067553735926305} |
90M | FineWeb-Pro | socialiqa | 22,500 | default | 5xC | 7,372,800,000 | 4,332,845,924,352,000,000 | {'predicted_index_raw': 0.9872057318321392, 'predicted_index_per_token': 0.9733879222108496, 'predicted_index_per_char': 0.9836233367451381, 'predicted_index_per_byte': 0.9861821903787104, 'predicted_index_uncond': 0.9815762538382804, 'correct_choice': 1.007164790174002, 'acc_raw': 0.36898669396110545, 'acc_per_token': 0.39201637666325484, 'acc_per_char': 0.417093142272262, 'acc_per_byte': 0.2712384851586489, 'acc_uncond': 0.3955987717502559, 'no_answer': 0.0, 'sum_logits_corr': -17.580178420399694, 'logits_per_token_corr': -5.017520967078323, 'logits_per_char_corr': -0.9235703553983271, 'logits_per_byte_corr': 1.3324303716461812, 'correct_prob': 0.00029221629976335393, 'correct_prob_per_token': 0.018974488319220974, 'correct_prob_per_char': 0.41416166276871524, 'margin': -0.0002186694126372017, 'margin_per_token': -0.005056313080826896, 'margin_per_char': -0.02830862651418389, 'total_prob': 0.0008575364659023517, 'total_prob_per_token': 0.05034185561244651, 'total_prob_per_char': 1.1913970580455429, 'uncond_correct_prob': 4.923928996998402e-07, 'uncond_correct_prob_per_token': 0.0021766720427101992, 'uncond_correct_prob_per_char': 0.24234733756009685, 'uncond_total_prob': 2.1548602678701077e-06, 'norm_correct_prob': 0.36911719583206104, 'norm_correct_prob_per_token': 0.37576536943362343, 'norm_correct_prob_per_char': 0.3484999440423338, 'primary_metric': 0.417093142272262} |
90M | FineWeb-Pro | socialiqa | 23,750 | small aux 2 | 5xC | 7,782,400,000 | 4,573,559,586,816,000,000 | {'predicted_index_raw': 1.0, 'predicted_index_per_token': 0.9856704196519959, 'predicted_index_per_char': 0.9943705220061413, 'predicted_index_per_byte': 0.9943705220061413, 'predicted_index_uncond': 0.9692937563971341, 'correct_choice': 1.007164790174002, 'acc_raw': 0.38382804503582396, 'acc_per_token': 0.39815762538382804, 'acc_per_char': 0.4211873080859775, 'acc_per_byte': 0.4211873080859775, 'acc_uncond': 0.37871033776867963, 'no_answer': 0.0, 'sum_logits_corr': -17.294281137880308, 'logits_per_token_corr': -4.953747417757214, 'logits_per_char_corr': -0.9132634365187501, 'bits_per_byte_corr': 1.3175606308917598, 'correct_prob': 0.00032593552103541166, 'correct_prob_per_token': 0.020517225697103018, 'correct_prob_per_char': 0.41918873904845866, 'margin': -0.0003284216666759281, 'margin_per_token': -0.004928850152193666, 'margin_per_char': -0.028752435805367127, 'total_prob': 0.0010469914644750584, 'total_prob_per_token': 0.053737771127864854, 'total_prob_per_char': 1.203457595672031, 'uncond_correct_prob': 7.693163421835216e-07, 'uncond_correct_prob_per_token': 0.00250228455736597, 'uncond_correct_prob_per_char': 0.25154043539287757, 'uncond_total_prob': 3.6544753335674393e-06, 'norm_correct_prob': 0.37750634320969906, 'norm_correct_prob_per_token': 0.3774329930453977, 'norm_correct_prob_per_char': 0.3492786084539532, 'primary_metric': 0.4211873080859775} |
90M | FineWeb-Pro | socialiqa | 23,750 | small aux 3 | 5xC | 7,782,400,000 | 4,573,559,586,816,000,000 | {'predicted_index_raw': 1.0163766632548619, 'predicted_index_per_token': 0.9974411463664279, 'predicted_index_per_char': 0.9831115660184238, 'predicted_index_per_byte': 0.9831115660184238, 'predicted_index_uncond': 0.9616171954964176, 'correct_choice': 1.007164790174002, 'acc_raw': 0.38075742067553736, 'acc_per_token': 0.39662231320368474, 'acc_per_char': 0.4211873080859775, 'acc_per_byte': 0.4211873080859775, 'acc_uncond': 0.38689866939611056, 'no_answer': 0.0, 'sum_logits_corr': -17.577512531954046, 'logits_per_token_corr': -5.005545843651147, 'logits_per_char_corr': -0.9255652131798683, 'bits_per_byte_corr': 1.3353083430748915, 'correct_prob': 0.00030250319814226553, 'correct_prob_per_token': 0.0183496331823438, 'correct_prob_per_char': 0.4136994036282327, 'margin': -0.00023262927377500596, 'margin_per_token': -0.004630133769349892, 'margin_per_char': -0.027863117779409027, 'total_prob': 0.0008964214975642136, 'total_prob_per_token': 0.04845813168450659, 'total_prob_per_char': 1.1883460550072866, 'uncond_correct_prob': 1.1983732058520295e-06, 'uncond_correct_prob_per_token': 0.0029300649393247395, 'uncond_correct_prob_per_char': 0.2659221052366566, 'uncond_total_prob': 4.6251767455426525e-06, 'norm_correct_prob': 0.37338417530620616, 'norm_correct_prob_per_token': 0.37677036213375126, 'norm_correct_prob_per_char': 0.34918062228691604, 'primary_metric': 0.4211873080859775} |
90M | FineWeb-Pro | socialiqa | 23,750 | default | 5xC | 7,782,400,000 | 4,573,559,586,816,000,000 | {'predicted_index_raw': 0.9938587512794268, 'predicted_index_per_token': 0.9902763561924258, 'predicted_index_per_char': 0.9841351074718526, 'predicted_index_per_byte': 0.9856704196519959, 'predicted_index_uncond': 0.9897645854657113, 'correct_choice': 1.007164790174002, 'acc_raw': 0.3618219037871034, 'acc_per_token': 0.38792221084953943, 'acc_per_char': 0.41606960081883315, 'acc_per_byte': 0.2758444216990788, 'acc_uncond': 0.39048106448311154, 'no_answer': 0.0, 'sum_logits_corr': -17.635584586840448, 'logits_per_token_corr': -5.00274062867317, 'logits_per_char_corr': -0.923219646623713, 'logits_per_byte_corr': 1.331924405836249, 'correct_prob': 0.0003252714342397384, 'correct_prob_per_token': 0.018527887042798147, 'correct_prob_per_char': 0.4139375726876765, 'margin': -0.0002420139042224687, 'margin_per_token': -0.005153733739659885, 'margin_per_char': -0.02950243232436117, 'total_prob': 0.0009551370436736683, 'total_prob_per_token': 0.04950126639817491, 'total_prob_per_char': 1.1932813859881852, 'uncond_correct_prob': 6.654395467243381e-07, 'uncond_correct_prob_per_token': 0.0021814017848393224, 'uncond_correct_prob_per_char': 0.24423886074641032, 'uncond_total_prob': 2.0268376375508025e-06, 'norm_correct_prob': 0.36342405023344954, 'norm_correct_prob_per_token': 0.37322802403038385, 'norm_correct_prob_per_char': 0.34776608582105967, 'primary_metric': 0.41606960081883315} |
90M | FineWeb-Pro | socialiqa | 25,000 | small aux 2 | 5xC | 8,192,000,000 | 4,814,273,249,280,000,000 | {'predicted_index_raw': 0.9795291709314228, 'predicted_index_per_token': 1.003582395087001, 'predicted_index_per_char': 0.9902763561924258, 'predicted_index_per_byte': 0.9902763561924258, 'predicted_index_uncond': 0.9677584442169908, 'correct_choice': 1.007164790174002, 'acc_raw': 0.3889457523029683, 'acc_per_token': 0.4037871033776868, 'acc_per_char': 0.41760491299897645, 'acc_per_byte': 0.41760491299897645, 'acc_uncond': 0.39355168884339814, 'no_answer': 0.0, 'sum_logits_corr': -17.151920854862293, 'logits_per_token_corr': -4.925785048590023, 'logits_per_char_corr': -0.9069927394308764, 'bits_per_byte_corr': 1.3085139273001614, 'correct_prob': 0.00034492065424928823, 'correct_prob_per_token': 0.021289608066047825, 'correct_prob_per_char': 0.42197880228723245, 'margin': -0.00030790186002625466, 'margin_per_token': -0.004724933752598193, 'margin_per_char': -0.027487389688247113, 'total_prob': 0.0010658671653481573, 'total_prob_per_token': 0.055076707688589535, 'total_prob_per_char': 1.2076077798189984, 'uncond_correct_prob': 8.180405348599183e-07, 'uncond_correct_prob_per_token': 0.0025462520259592163, 'uncond_correct_prob_per_char': 0.2544078578015324, 'uncond_total_prob': 3.9909374920707715e-06, 'norm_correct_prob': 0.3800197664010345, 'norm_correct_prob_per_token': 0.37995091267303954, 'norm_correct_prob_per_char': 0.35049817133642286, 'primary_metric': 0.41760491299897645} |
90M | FineWeb-Pro | socialiqa | 25,000 | small aux 3 | 5xC | 8,192,000,000 | 4,814,273,249,280,000,000 | {'predicted_index_raw': 1.0133060388945752, 'predicted_index_per_token': 0.9974411463664279, 'predicted_index_per_char': 0.9994882292732856, 'predicted_index_per_byte': 0.9994882292732856, 'predicted_index_uncond': 0.9795291709314228, 'correct_choice': 1.007164790174002, 'acc_raw': 0.3797338792221085, 'acc_per_token': 0.39201637666325484, 'acc_per_char': 0.41606960081883315, 'acc_per_byte': 0.41606960081883315, 'acc_uncond': 0.3930399181166837, 'no_answer': 0.0, 'sum_logits_corr': -17.568364839592878, 'logits_per_token_corr': -5.002852451012853, 'logits_per_char_corr': -0.9245621073371872, 'bits_per_byte_corr': 1.333861167250168, 'correct_prob': 0.0002819562167709629, 'correct_prob_per_token': 0.018150904589505863, 'correct_prob_per_char': 0.4134617636540829, 'margin': -0.0001768274210151608, 'margin_per_token': -0.004631230320278908, 'margin_per_char': -0.027313074134168242, 'total_prob': 0.0007913883700569051, 'total_prob_per_token': 0.04814913820808858, 'total_prob_per_char': 1.1890250780567504, 'uncond_correct_prob': 1.173698934171208e-06, 'uncond_correct_prob_per_token': 0.0027901026613110958, 'uncond_correct_prob_per_char': 0.2622999337730945, 'uncond_total_prob': 5.121050124323232e-06, 'norm_correct_prob': 0.37437856925482205, 'norm_correct_prob_per_token': 0.37705790898202346, 'norm_correct_prob_per_char': 0.3488121580578112, 'primary_metric': 0.41606960081883315} |
90M | FineWeb-Pro | socialiqa | 25,000 | default | 5xC | 8,192,000,000 | 4,814,273,249,280,000,000 | {'predicted_index_raw': 0.9902763561924258, 'predicted_index_per_token': 0.9948822927328557, 'predicted_index_per_char': 0.9759467758444217, 'predicted_index_per_byte': 0.984646878198567, 'predicted_index_uncond': 0.9974411463664279, 'correct_choice': 1.007164790174002, 'acc_raw': 0.3618219037871034, 'acc_per_token': 0.38536335721596726, 'acc_per_char': 0.4053224155578301, 'acc_per_byte': 0.27635619242579323, 'acc_uncond': 0.37871033776867963, 'no_answer': 0.0, 'sum_logits_corr': -17.684843279688238, 'logits_per_token_corr': -5.013953334617274, 'logits_per_char_corr': -0.9250679209893986, 'logits_per_byte_corr': 1.3345909020978275, 'correct_prob': 0.00028918480359635895, 'correct_prob_per_token': 0.01828017491050889, 'correct_prob_per_char': 0.4129946690287772, 'margin': -0.00022947698308460715, 'margin_per_token': -0.005437524171454586, 'margin_per_char': -0.02995029653494571, 'total_prob': 0.000861137062639994, 'total_prob_per_token': 0.049283137936560424, 'total_prob_per_char': 1.1922118362047918, 'uncond_correct_prob': 5.74908902035992e-07, 'uncond_correct_prob_per_token': 0.0023706947361197377, 'uncond_correct_prob_per_char': 0.25000147169550513, 'uncond_total_prob': 2.431770094978114e-06, 'norm_correct_prob': 0.3628860366868683, 'norm_correct_prob_per_token': 0.3713225257812296, 'norm_correct_prob_per_char': 0.347267899446258, 'primary_metric': 0.4053224155578301} |
90M | FineWeb-Pro | socialiqa | 27,500 | small aux 2 | 5xC | 9,011,200,000 | 5,295,700,574,208,000,000 | {'predicted_index_raw': 0.9918116683725691, 'predicted_index_per_token': 1.0020470829068577, 'predicted_index_per_char': 0.9918116683725691, 'predicted_index_per_byte': 0.9918116683725691, 'predicted_index_uncond': 0.9723643807574207, 'correct_choice': 1.007164790174002, 'acc_raw': 0.3843398157625384, 'acc_per_token': 0.40276356192425794, 'acc_per_char': 0.4201637666325486, 'acc_per_byte': 0.4201637666325486, 'acc_uncond': 0.38792221084953943, 'no_answer': 0.0, 'sum_logits_corr': -17.11662297775948, 'logits_per_token_corr': -4.902686708327394, 'logits_per_char_corr': -0.9037269006310282, 'bits_per_byte_corr': 1.3038023178592741, 'correct_prob': 0.0003754456723317094, 'correct_prob_per_token': 0.021531444809198205, 'correct_prob_per_char': 0.4233297485138888, 'margin': -0.00037877968005452456, 'margin_per_token': -0.004766490389814189, 'margin_per_char': -0.027617200658372556, 'total_prob': 0.0012034084887596235, 'total_prob_per_token': 0.0557905733236678, 'total_prob_per_char': 1.212222077014716, 'uncond_correct_prob': 1.2013572703528926e-06, 'uncond_correct_prob_per_token': 0.0029642903451831217, 'uncond_correct_prob_per_char': 0.2649112043657689, 'uncond_total_prob': 4.838421756308873e-06, 'norm_correct_prob': 0.3791101938866567, 'norm_correct_prob_per_token': 0.38005260937407753, 'norm_correct_prob_per_char': 0.35024881371296934, 'primary_metric': 0.4201637666325486} |
90M | FineWeb-Pro | socialiqa | 27,500 | small aux 3 | 5xC | 9,011,200,000 | 5,295,700,574,208,000,000 | {'predicted_index_raw': 0.9979529170931423, 'predicted_index_per_token': 0.9938587512794268, 'predicted_index_per_char': 0.9887410440122825, 'predicted_index_per_byte': 0.9887410440122825, 'predicted_index_uncond': 0.9718526100307062, 'correct_choice': 1.007164790174002, 'acc_raw': 0.37154554759467756, 'acc_per_token': 0.3889457523029683, 'acc_per_char': 0.4150460593654043, 'acc_per_byte': 0.4150460593654043, 'acc_uncond': 0.3915046059365404, 'no_answer': 0.0, 'sum_logits_corr': -17.188318585727206, 'logits_per_token_corr': -4.89029909717379, 'logits_per_char_corr': -0.9041385877306058, 'bits_per_byte_corr': 1.304396256796233, 'correct_prob': 0.0005612324463732573, 'correct_prob_per_token': 0.020571999583128213, 'correct_prob_per_char': 0.4227784675528678, 'margin': -0.00029662581816129285, 'margin_per_token': -0.00513420848917465, 'margin_per_char': -0.0283938113601401, 'total_prob': 0.0014960439245510688, 'total_prob_per_token': 0.054301664052103966, 'total_prob_per_char': 1.213322382291066, 'uncond_correct_prob': 1.152273920513824e-06, 'uncond_correct_prob_per_token': 0.0029598823091075283, 'uncond_correct_prob_per_char': 0.26714081609869494, 'uncond_total_prob': 4.594050160004486e-06, 'norm_correct_prob': 0.3723496924702302, 'norm_correct_prob_per_token': 0.37843163983857936, 'norm_correct_prob_per_char': 0.34964955120990066, 'primary_metric': 0.4150460593654043} |
90M | FineWeb-Pro | socialiqa | 27,500 | default | 5xC | 9,011,200,000 | 5,295,700,574,208,000,000 | {'predicted_index_raw': 0.9969293756397134, 'predicted_index_per_token': 0.9866939611054247, 'predicted_index_per_char': 0.9698055271238485, 'predicted_index_per_byte': 0.9877175025588536, 'predicted_index_uncond': 0.9887410440122825, 'correct_choice': 1.007164790174002, 'acc_raw': 0.36898669396110545, 'acc_per_token': 0.3889457523029683, 'acc_per_char': 0.4094165813715456, 'acc_per_byte': 0.2610030706243603, 'acc_uncond': 0.38792221084953943, 'no_answer': 0.0, 'sum_logits_corr': -17.352253551614933, 'logits_per_token_corr': -4.903938212072031, 'logits_per_char_corr': -0.9058828378689763, 'logits_per_byte_corr': 1.3069126778209321, 'correct_prob': 0.0005013582781229132, 'correct_prob_per_token': 0.019968126060528286, 'correct_prob_per_char': 0.42112110336140035, 'margin': -0.0003663216152687233, 'margin_per_token': -0.0054322634014265635, 'margin_per_char': -0.03009892142725026, 'total_prob': 0.0014570254951168631, 'total_prob_per_token': 0.05317290472456424, 'total_prob_per_char': 1.2137047654802287, 'uncond_correct_prob': 5.652286480876291e-07, 'uncond_correct_prob_per_token': 0.0024006006015373704, 'uncond_correct_prob_per_char': 0.2498106075633395, 'uncond_total_prob': 2.2792844567953257e-06, 'norm_correct_prob': 0.36881063429853317, 'norm_correct_prob_per_token': 0.3739727066701004, 'norm_correct_prob_per_char': 0.3478832558573769, 'primary_metric': 0.4094165813715456} |
90M | FineWeb-Pro | socialiqa | 28,750 | small aux 2 | 5xC | 9,420,800,000 | 5,536,414,236,672,000,000 | {'predicted_index_raw': 0.9820880245649949, 'predicted_index_per_token': 0.9959058341862845, 'predicted_index_per_char': 0.9754350051177073, 'predicted_index_per_byte': 0.9754350051177073, 'predicted_index_uncond': 0.973899692937564, 'correct_choice': 1.007164790174002, 'acc_raw': 0.39048106448311154, 'acc_per_token': 0.4068577277379734, 'acc_per_char': 0.4201637666325486, 'acc_per_byte': 0.4201637666325486, 'acc_uncond': 0.3915046059365404, 'no_answer': 0.0, 'sum_logits_corr': -17.00202273614819, 'logits_per_token_corr': -4.859833185037348, 'logits_per_char_corr': -0.8965054103542723, 'bits_per_byte_corr': 1.293383909649163, 'correct_prob': 0.0004151781676521866, 'correct_prob_per_token': 0.021982422172184463, 'correct_prob_per_char': 0.4261071226596142, 'margin': -0.00035237808316928643, 'margin_per_token': -0.004752980740732755, 'margin_per_char': -0.027042903915114404, 'total_prob': 0.0012670689951804058, 'total_prob_per_token': 0.05684680675750345, 'total_prob_per_char': 1.2193280366179746, 'uncond_correct_prob': 1.0407591011950196e-06, 'uncond_correct_prob_per_token': 0.002868616227612112, 'uncond_correct_prob_per_char': 0.26196835573267757, 'uncond_total_prob': 4.453668638792932e-06, 'norm_correct_prob': 0.38192889210275727, 'norm_correct_prob_per_token': 0.38148433090905254, 'norm_correct_prob_per_char': 0.3504734088405639, 'primary_metric': 0.4201637666325486} |
90M | FineWeb-Pro | socialiqa | 28,750 | small aux 3 | 5xC | 9,420,800,000 | 5,536,414,236,672,000,000 | {'predicted_index_raw': 0.9974411463664279, 'predicted_index_per_token': 0.9918116683725691, 'predicted_index_per_char': 0.9841351074718526, 'predicted_index_per_byte': 0.9841351074718526, 'predicted_index_uncond': 0.9769703172978506, 'correct_choice': 1.007164790174002, 'acc_raw': 0.37615148413510746, 'acc_per_token': 0.39201637666325484, 'acc_per_char': 0.4181166837256909, 'acc_per_byte': 0.4181166837256909, 'acc_uncond': 0.3971340839303992, 'no_answer': 0.0, 'sum_logits_corr': -17.11896882300001, 'logits_per_token_corr': -4.865089572951111, 'logits_per_char_corr': -0.8997421226353125, 'bits_per_byte_corr': 1.2980534984058076, 'correct_prob': 0.000571858045403012, 'correct_prob_per_token': 0.020852466282748415, 'correct_prob_per_char': 0.42454633338512054, 'margin': -0.0002898441064031059, 'margin_per_token': -0.005065962318133453, 'margin_per_char': -0.027983512523318745, 'total_prob': 0.001524400781044949, 'total_prob_per_token': 0.05482702096759921, 'total_prob_per_char': 1.2177725826248038, 'uncond_correct_prob': 1.1977738114942882e-06, 'uncond_correct_prob_per_token': 0.0031369312444583207, 'uncond_correct_prob_per_char': 0.270602502688002, 'uncond_total_prob': 4.8178556162560555e-06, 'norm_correct_prob': 0.37449766681005336, 'norm_correct_prob_per_token': 0.3788437395534516, 'norm_correct_prob_per_char': 0.3497418143781972, 'primary_metric': 0.4181166837256909} |
90M | FineWeb-Pro | socialiqa | 28,750 | default | 5xC | 9,420,800,000 | 5,536,414,236,672,000,000 | {'predicted_index_raw': 0.9943705220061413, 'predicted_index_per_token': 0.9928352098259979, 'predicted_index_per_char': 0.9754350051177073, 'predicted_index_per_byte': 0.9825997952917093, 'predicted_index_uncond': 0.9907881269191402, 'correct_choice': 1.007164790174002, 'acc_raw': 0.368474923234391, 'acc_per_token': 0.38485158648925283, 'acc_per_char': 0.4048106448311157, 'acc_per_byte': 0.26509723643807576, 'acc_uncond': 0.38689866939611056, 'no_answer': 0.0, 'sum_logits_corr': -17.268058276225258, 'logits_per_token_corr': -4.886107893478099, 'logits_per_char_corr': -0.9018109819134524, 'logits_per_byte_corr': 1.301038231426679, 'correct_prob': 0.000465855394449258, 'correct_prob_per_token': 0.020605674633516095, 'correct_prob_per_char': 0.42285578808255797, 'margin': -0.0004152654393164086, 'margin_per_token': -0.005731924343540729, 'margin_per_char': -0.030380983273327146, 'total_prob': 0.0014291935460368386, 'total_prob_per_token': 0.05497126289061481, 'total_prob_per_char': 1.2186596536243526, 'uncond_correct_prob': 5.369722119061071e-07, 'uncond_correct_prob_per_token': 0.002336313539204719, 'uncond_correct_prob_per_char': 0.2476893049421232, 'uncond_total_prob': 2.1912340983866626e-06, 'norm_correct_prob': 0.36831056242381666, 'norm_correct_prob_per_token': 0.3734087372183963, 'norm_correct_prob_per_char': 0.3479303564457758, 'primary_metric': 0.4048106448311157} |
90M | FineWeb-Pro | socialiqa | 29,901 | small aux 2 | 5xC | 9,797,959,680 | 5,758,063,377,068,851,000 | {'predicted_index_raw': 0.9831115660184238, 'predicted_index_per_token': 1.0010235414534288, 'predicted_index_per_char': 0.9907881269191402, 'predicted_index_per_byte': 0.9907881269191402, 'predicted_index_uncond': 0.9713408393039918, 'correct_choice': 1.007164790174002, 'acc_raw': 0.38996929375639716, 'acc_per_token': 0.4083930399181167, 'acc_per_char': 0.4186284544524053, 'acc_per_byte': 0.4186284544524053, 'acc_uncond': 0.38792221084953943, 'no_answer': 0.0, 'sum_logits_corr': -17.050719978011376, 'logits_per_token_corr': -4.880266446157666, 'logits_per_char_corr': -0.9000285585648378, 'bits_per_byte_corr': 1.2984667381008665, 'correct_prob': 0.00037676074240747026, 'correct_prob_per_token': 0.02171111608777288, 'correct_prob_per_char': 0.4247496700010725, 'margin': -0.0003204078580253483, 'margin_per_token': -0.004750882805854445, 'margin_per_char': -0.02730060650744236, 'total_prob': 0.0011510460217120184, 'total_prob_per_token': 0.056254273370290986, 'total_prob_per_char': 1.2159422994542535, 'uncond_correct_prob': 1.0352649500747752e-06, 'uncond_correct_prob_per_token': 0.002859200567421394, 'uncond_correct_prob_per_char': 0.2613339444440915, 'uncond_total_prob': 4.189734780823481e-06, 'norm_correct_prob': 0.38095609577075035, 'norm_correct_prob_per_token': 0.3809666956663369, 'norm_correct_prob_per_char': 0.3503937568082399, 'primary_metric': 0.4186284544524053} |
90M | FineWeb-Pro | socialiqa | 29,901 | small aux 3 | 5xC | 9,797,959,680 | 5,758,063,377,068,851,000 | {'predicted_index_raw': 0.9953940634595702, 'predicted_index_per_token': 0.9923234390992836, 'predicted_index_per_char': 0.9897645854657113, 'predicted_index_per_byte': 0.9897645854657113, 'predicted_index_uncond': 0.9795291709314228, 'correct_choice': 1.007164790174002, 'acc_raw': 0.37615148413510746, 'acc_per_token': 0.394575230296827, 'acc_per_char': 0.4186284544524053, 'acc_per_byte': 0.4186284544524053, 'acc_uncond': 0.39508700102354144, 'no_answer': 0.0, 'sum_logits_corr': -17.109426558444785, 'logits_per_token_corr': -4.864053159632762, 'logits_per_char_corr': -0.8991843875119827, 'bits_per_byte_corr': 1.2972488567092493, 'correct_prob': 0.0005287964150858329, 'correct_prob_per_token': 0.02096209582234093, 'correct_prob_per_char': 0.4247279352250152, 'margin': -0.00026260905488571226, 'margin_per_token': -0.005092691605406213, 'margin_per_char': -0.028037478770350358, 'total_prob': 0.001402127248181211, 'total_prob_per_token': 0.05515485966480806, 'total_prob_per_char': 1.2184420871243193, 'uncond_correct_prob': 9.668328196011528e-07, 'uncond_correct_prob_per_token': 0.00288391291789363, 'uncond_correct_prob_per_char': 0.26480673975157654, 'uncond_total_prob': 3.953038526506189e-06, 'norm_correct_prob': 0.37309872872095245, 'norm_correct_prob_per_token': 0.37892420620811607, 'norm_correct_prob_per_char': 0.3497229474446091, 'primary_metric': 0.4186284544524053} |
90M | FineWeb-Pro | socialiqa | 29,901 | default | 5xC | 9,797,959,680 | 5,758,063,377,068,851,000 | {'predicted_index_raw': 0.9989764585465711, 'predicted_index_per_token': 0.9979529170931423, 'predicted_index_per_char': 0.9713408393039918, 'predicted_index_per_byte': 0.9820880245649949, 'predicted_index_uncond': 0.9887410440122825, 'correct_choice': 1.007164790174002, 'acc_raw': 0.36898669396110545, 'acc_per_token': 0.38331627430910953, 'acc_per_char': 0.4104401228249744, 'acc_per_byte': 0.26663254861821906, 'acc_uncond': 0.38229273285568066, 'no_answer': 0.0, 'sum_logits_corr': -17.210183758696612, 'logits_per_token_corr': -4.865295671494461, 'logits_per_char_corr': -0.8982029788523801, 'logits_per_byte_corr': 1.2958329833029543, 'correct_prob': 0.0005328328858883911, 'correct_prob_per_token': 0.020745191140974176, 'correct_prob_per_char': 0.42423203387576086, 'margin': -0.00047599745117859826, 'margin_per_token': -0.005728642122957677, 'margin_per_char': -0.030017520123663967, 'total_prob': 0.0016337993371678698, 'total_prob_per_token': 0.05530740962137887, 'total_prob_per_char': 1.221896851900035, 'uncond_correct_prob': 5.51480028970224e-07, 'uncond_correct_prob_per_token': 0.0023711094328246513, 'uncond_correct_prob_per_char': 0.24889579608397336, 'uncond_total_prob': 2.273046031106548e-06, 'norm_correct_prob': 0.36914296133686786, 'norm_correct_prob_per_token': 0.374257473918465, 'norm_correct_prob_per_char': 0.34815630247287727, 'primary_metric': 0.4104401228249744} |
90M | FineWeb-Pro | winogrande | 0 | small aux 2 | 5xC | 0 | 0 | {'predicted_index_raw': 0.4925019731649566, 'predicted_index_per_token': 0.4925019731649566, 'predicted_index_per_char': 0.4925019731649566, 'predicted_index_per_byte': 0.4925019731649566, 'correct_choice': 0.5043409629044988, 'acc_raw': 0.5019731649565904, 'acc_per_token': 0.5019731649565904, 'acc_per_char': 0.5019731649565904, 'acc_per_byte': 0.5019731649565904, 'no_answer': 0.0, 'sum_logits_corr': -62.70598707221678, 'logits_per_token_corr': -11.103055808105603, 'logits_per_char_corr': -2.745962637935683, 'bits_per_byte_corr': 3.9615866802190323, 'correct_prob': 2.9393424731131615e-07, 'correct_prob_per_token': 1.538104030600044e-05, 'correct_prob_per_char': 0.07670966998368194, 'margin': -4.419415837886e-09, 'margin_per_token': -1.0316235782808545e-08, 'margin_per_char': -5.357372509796158e-06, 'total_prob': 5.922879104605182e-07, 'total_prob_per_token': 3.077239684778369e-05, 'total_prob_per_char': 0.15342469733987366, 'norm_correct_prob': 0.49956121949110455, 'norm_correct_prob_per_token': 0.4997862635062419, 'norm_correct_prob_per_char': 0.4999167368239744, 'primary_metric': 0.5019731649565904} |
90M | FineWeb-Pro | winogrande | 0 | small aux 3 | 5xC | 0 | 0 | {'predicted_index_raw': 0.516179952644041, 'predicted_index_per_token': 0.516179952644041, 'predicted_index_per_char': 0.516179952644041, 'predicted_index_per_byte': 0.516179952644041, 'correct_choice': 0.5043409629044988, 'acc_raw': 0.5098658247829518, 'acc_per_token': 0.5098658247829518, 'acc_per_char': 0.5098658247829518, 'acc_per_byte': 0.5098658247829518, 'no_answer': 0.0, 'sum_logits_corr': -61.88411086397841, 'logits_per_token_corr': -10.93046511745932, 'logits_per_char_corr': -2.700861232487894, 'bits_per_byte_corr': 3.8965191062423377, 'correct_prob': 3.74904636285185e-07, 'correct_prob_per_token': 1.8313722578162698e-05, 'correct_prob_per_char': 0.07947026902083416, 'margin': -5.74188321229778e-09, 'margin_per_token': 7.403723258679855e-09, 'margin_per_char': 4.6883814957997e-06, 'total_prob': 7.555511557826677e-07, 'total_prob_per_token': 3.662004143306672e-05, 'total_prob_per_char': 0.15893584966017255, 'norm_correct_prob': 0.5005745716840699, 'norm_correct_prob_per_token': 0.4999924518288611, 'norm_correct_prob_per_char': 0.49997737862960906, 'primary_metric': 0.5098658247829518} |
90M | FineWeb-Pro | winogrande | 0 | default | 5xC | 0 | 0 | {'predicted_index_raw': 0.5177584846093133, 'predicted_index_per_token': 0.5177584846093133, 'predicted_index_per_char': 0.5177584846093133, 'predicted_index_per_byte': 0.48224151539068666, 'correct_choice': 0.5043409629044988, 'acc_raw': 0.4972375690607735, 'acc_per_token': 0.4972375690607735, 'acc_per_char': 0.4972375690607735, 'acc_per_byte': 0.5027624309392266, 'no_answer': 0.0, 'sum_logits_corr': -61.301388407092254, 'logits_per_token_corr': -10.795158372177937, 'logits_per_char_corr': -2.6647767486285, 'logits_per_byte_corr': 3.8444602003253143, 'correct_prob': 6.26145002041474e-07, 'correct_prob_per_token': 2.0824194174096933e-05, 'correct_prob_per_char': 0.08167686739003763, 'margin': 2.568877909976158e-08, 'margin_per_token': 1.8398149831379055e-08, 'margin_per_char': 3.2992005464355534e-06, 'total_prob': 1.2266012249831865e-06, 'total_prob_per_token': 4.162999019836249e-05, 'total_prob_per_char': 0.16335043557952883, 'norm_correct_prob': 0.5004353454827285, 'norm_correct_prob_per_token': 0.5002392932959859, 'norm_correct_prob_per_char': 0.5001202437179701, 'primary_metric': 0.4972375690607735} |
90M | FineWeb-Pro | winogrande | 1,250 | small aux 2 | 5xC | 409,600,000 | 240,713,662,464,000,000 | {'predicted_index_raw': 0.5177584846093133, 'predicted_index_per_token': 0.5177584846093133, 'predicted_index_per_char': 0.5177584846093133, 'predicted_index_per_byte': 0.5177584846093133, 'correct_choice': 0.5043409629044988, 'acc_raw': 0.5098658247829518, 'acc_per_token': 0.5098658247829518, 'acc_per_char': 0.5098658247829518, 'acc_per_byte': 0.5098658247829518, 'no_answer': 0.0, 'sum_logits_corr': -22.431466880141983, 'logits_per_token_corr': -4.043833279565665, 'logits_per_char_corr': -1.0232790946278123, 'bits_per_byte_corr': 1.476279675265954, 'correct_prob': 0.00027812369489256587, 'correct_prob_per_token': 0.032635732142824656, 'correct_prob_per_char': 0.401500361342144, 'margin': 8.047626756048922e-06, 'margin_per_token': 7.613576989581045e-05, 'margin_per_char': 0.00010669776816853563, 'total_prob': 0.0005481997630290827, 'total_prob_per_token': 0.0651953285157535, 'total_prob_per_char': 0.8028940249161195, 'norm_correct_prob': 0.49964295072122794, 'norm_correct_prob_per_token': 0.5008510388700567, 'norm_correct_prob_per_char': 0.5005555017091361, 'primary_metric': 0.5098658247829518} |
90M | FineWeb-Pro | winogrande | 1,250 | small aux 3 | 5xC | 409,600,000 | 240,713,662,464,000,000 | {'predicted_index_raw': 0.516179952644041, 'predicted_index_per_token': 0.516179952644041, 'predicted_index_per_char': 0.516179952644041, 'predicted_index_per_byte': 0.516179952644041, 'correct_choice': 0.5043409629044988, 'acc_raw': 0.5193370165745856, 'acc_per_token': 0.5193370165745856, 'acc_per_char': 0.5193370165745856, 'acc_per_byte': 0.5193370165745856, 'no_answer': 0.0, 'sum_logits_corr': -22.28752830382304, 'logits_per_token_corr': -3.985440759057077, 'logits_per_char_corr': -0.9999736995290638, 'bits_per_byte_corr': 1.442657097331007, 'correct_prob': 0.00034540671788088314, 'correct_prob_per_token': 0.03168226519415752, 'correct_prob_per_char': 0.4029175075472381, 'margin': -7.1228084005652765e-06, 'margin_per_token': 0.00035356332186833016, 'margin_per_char': 0.0008963232216949045, 'total_prob': 0.0006979362441623312, 'total_prob_per_token': 0.06301096706644671, 'total_prob_per_char': 0.8049386918727812, 'norm_correct_prob': 0.5075033611677505, 'norm_correct_prob_per_token': 0.5031385283598728, 'norm_correct_prob_per_char': 0.5012671000796188, 'primary_metric': 0.5193370165745856} |
90M | FineWeb-Pro | winogrande | 1,250 | default | 5xC | 409,600,000 | 240,713,662,464,000,000 | {'predicted_index_raw': 0.5256511444356748, 'predicted_index_per_token': 0.5256511444356748, 'predicted_index_per_char': 0.5256511444356748, 'predicted_index_per_byte': 0.47434885556432516, 'correct_choice': 0.5043409629044988, 'acc_raw': 0.5114443567482242, 'acc_per_token': 0.5114443567482242, 'acc_per_char': 0.5114443567482242, 'acc_per_byte': 0.48855564325177586, 'no_answer': 0.0, 'sum_logits_corr': -22.16311768800514, 'logits_per_token_corr': -3.988528046914649, 'logits_per_char_corr': -1.0112218478984691, 'logits_per_byte_corr': 1.458884745202743, 'correct_prob': 0.0002201965145079349, 'correct_prob_per_token': 0.033448451974586395, 'correct_prob_per_char': 0.40659656165614383, 'margin': 1.0531946007014394e-05, 'margin_per_token': 0.00039749961893938254, 'margin_per_char': 0.0006727352682055224, 'total_prob': 0.00042986108300885546, 'total_prob_per_token': 0.06649940433023341, 'total_prob_per_char': 0.8125203880440821, 'norm_correct_prob': 0.5056497737751751, 'norm_correct_prob_per_token': 0.5016267877551845, 'norm_correct_prob_per_char': 0.5006622009885515, 'primary_metric': 0.5114443567482242} |
90M | FineWeb-Pro | winogrande | 2,500 | small aux 2 | 5xC | 819,200,000 | 481,427,324,928,000,000 | {'predicted_index_raw': 0.5232833464877664, 'predicted_index_per_token': 0.5232833464877664, 'predicted_index_per_char': 0.5232833464877664, 'predicted_index_per_byte': 0.5232833464877664, 'correct_choice': 0.5043409629044988, 'acc_raw': 0.49171270718232046, 'acc_per_token': 0.49171270718232046, 'acc_per_char': 0.49171270718232046, 'acc_per_byte': 0.49171270718232046, 'no_answer': 0.0, 'sum_logits_corr': -21.629403723819856, 'logits_per_token_corr': -3.920664509122485, 'logits_per_char_corr': -0.9937540774382174, 'bits_per_byte_corr': 1.4336840793843333, 'correct_prob': 0.0002883024603526289, 'correct_prob_per_token': 0.03426014399693658, 'correct_prob_per_char': 0.4113748895519637, 'margin': -5.441553613342625e-05, 'margin_per_token': 0.00012005694320037786, 'margin_per_char': 0.00020648196801522175, 'total_prob': 0.0006310204568386839, 'total_prob_per_token': 0.06840023105067279, 'total_prob_per_char': 0.8225432971359121, 'norm_correct_prob': 0.49806577694910603, 'norm_correct_prob_per_token': 0.4995476952882037, 'norm_correct_prob_per_char': 0.4998359561303426, 'primary_metric': 0.49171270718232046} |
90M | FineWeb-Pro | winogrande | 2,500 | small aux 3 | 5xC | 819,200,000 | 481,427,324,928,000,000 | {'predicted_index_raw': 0.5303867403314917, 'predicted_index_per_token': 0.5303867403314917, 'predicted_index_per_char': 0.5303867403314917, 'predicted_index_per_byte': 0.5303867403314917, 'correct_choice': 0.5043409629044988, 'acc_raw': 0.4925019731649566, 'acc_per_token': 0.4925019731649566, 'acc_per_char': 0.4925019731649566, 'acc_per_byte': 0.4925019731649566, 'no_answer': 0.0, 'sum_logits_corr': -21.535244786090143, 'logits_per_token_corr': -3.8704662055954504, 'logits_per_char_corr': -0.9726564100540924, 'bits_per_byte_corr': 1.403246579274909, 'correct_prob': 0.00045244570482838077, 'correct_prob_per_token': 0.03551368294179319, 'correct_prob_per_char': 0.4137029847997609, 'margin': -7.3365487191585334e-06, 'margin_per_token': 0.0003922641532183798, 'margin_per_char': 0.00037518055952689267, 'total_prob': 0.0009122279583759202, 'total_prob_per_token': 0.07063510173036801, 'total_prob_per_char': 0.827030789039995, 'norm_correct_prob': 0.5010079661842333, 'norm_correct_prob_per_token': 0.5009209025799177, 'norm_correct_prob_per_char': 0.500563096998109, 'primary_metric': 0.4925019731649566} |
90M | FineWeb-Pro | winogrande | 2,500 | default | 5xC | 819,200,000 | 481,427,324,928,000,000 | {'predicted_index_raw': 0.49329123914759276, 'predicted_index_per_token': 0.49329123914759276, 'predicted_index_per_char': 0.49329123914759276, 'predicted_index_per_byte': 0.5067087608524072, 'correct_choice': 0.5043409629044988, 'acc_raw': 0.5059194948697711, 'acc_per_token': 0.5059194948697711, 'acc_per_char': 0.5059194948697711, 'acc_per_byte': 0.4940805051302289, 'no_answer': 0.0, 'sum_logits_corr': -21.540936344518563, 'logits_per_token_corr': -3.8898067384559853, 'logits_per_char_corr': -0.984016967033549, 'logits_per_byte_corr': 1.4196363984909197, 'correct_prob': 0.0003855098607693748, 'correct_prob_per_token': 0.036111544852060265, 'correct_prob_per_char': 0.4144865728869906, 'margin': 2.5779695823390838e-05, 'margin_per_token': 0.0006832314706648468, 'margin_per_char': 0.0008421989139793496, 'total_prob': 0.0007452400257153585, 'total_prob_per_token': 0.07153985823345568, 'total_prob_per_char': 0.8281309468600019, 'norm_correct_prob': 0.5005699725983535, 'norm_correct_prob_per_token': 0.5017123186464619, 'norm_correct_prob_per_char': 0.5007195244920963, 'primary_metric': 0.5059194948697711} |
90M | FineWeb-Pro | winogrande | 3,750 | small aux 2 | 5xC | 1,228,800,000 | 722,140,987,392,000,000 | {'predicted_index_raw': 0.5232833464877664, 'predicted_index_per_token': 0.5232833464877664, 'predicted_index_per_char': 0.5232833464877664, 'predicted_index_per_byte': 0.5232833464877664, 'correct_choice': 0.5043409629044988, 'acc_raw': 0.4996053670086819, 'acc_per_token': 0.4996053670086819, 'acc_per_char': 0.4996053670086819, 'acc_per_byte': 0.4996053670086819, 'no_answer': 0.0, 'sum_logits_corr': -21.097676612960136, 'logits_per_token_corr': -3.8104423820304154, 'logits_per_char_corr': -0.9647074818626711, 'bits_per_byte_corr': 1.3917786999927548, 'correct_prob': 0.00044434635920490527, 'correct_prob_per_token': 0.03870993296990519, 'correct_prob_per_char': 0.42171354662083504, 'margin': 4.824199292019699e-05, 'margin_per_token': 0.0004655906584555128, 'margin_per_char': 0.0007386438779748751, 'total_prob': 0.0008404507254896136, 'total_prob_per_token': 0.07695427528135487, 'total_prob_per_char': 0.8426884493636951, 'norm_correct_prob': 0.5016347684775022, 'norm_correct_prob_per_token': 0.5010450748469361, 'norm_correct_prob_per_char': 0.5001912848314269, 'primary_metric': 0.4996053670086819} |
90M | FineWeb-Pro | winogrande | 3,750 | small aux 3 | 5xC | 1,228,800,000 | 722,140,987,392,000,000 | {'predicted_index_raw': 0.5477505919494869, 'predicted_index_per_token': 0.5477505919494869, 'predicted_index_per_char': 0.5477505919494869, 'predicted_index_per_byte': 0.5477505919494869, 'correct_choice': 0.5043409629044988, 'acc_raw': 0.4909234411996843, 'acc_per_token': 0.4909234411996843, 'acc_per_char': 0.4909234411996843, 'acc_per_byte': 0.4909234411996843, 'no_answer': 0.0, 'sum_logits_corr': -21.22164345427395, 'logits_per_token_corr': -3.829767348099842, 'logits_per_char_corr': -0.965720620468949, 'bits_per_byte_corr': 1.3932403500357664, 'correct_prob': 0.0005939574593684607, 'correct_prob_per_token': 0.03833830259659188, 'correct_prob_per_char': 0.4194281574557296, 'margin': -3.2753377214827335e-06, 'margin_per_token': 0.0004991168049782317, 'margin_per_char': 0.0003582520472197884, 'total_prob': 0.001191190256458404, 'total_prob_per_token': 0.07617748838820552, 'total_prob_per_char': 0.8384980628642393, 'norm_correct_prob': 0.49767268243536783, 'norm_correct_prob_per_token': 0.5007495896972687, 'norm_correct_prob_per_char': 0.5006560860493722, 'primary_metric': 0.4909234411996843} |
90M | FineWeb-Pro | winogrande | 3,750 | default | 5xC | 1,228,800,000 | 722,140,987,392,000,000 | {'predicted_index_raw': 0.5027624309392266, 'predicted_index_per_token': 0.5027624309392266, 'predicted_index_per_char': 0.5027624309392266, 'predicted_index_per_byte': 0.4972375690607735, 'correct_choice': 0.5043409629044988, 'acc_raw': 0.5138121546961326, 'acc_per_token': 0.5138121546961326, 'acc_per_char': 0.5138121546961326, 'acc_per_byte': 0.4861878453038674, 'no_answer': 0.0, 'sum_logits_corr': -20.95997082330904, 'logits_per_token_corr': -3.7857249066004997, 'logits_per_char_corr': -0.9589491657863378, 'logits_per_byte_corr': 1.383471205945552, 'correct_prob': 0.0003129304106049955, 'correct_prob_per_token': 0.03940571437608276, 'correct_prob_per_char': 0.42441538080986235, 'margin': 3.062999069132221e-05, 'margin_per_token': 0.0008544905492337412, 'margin_per_char': 0.001334709342574004, 'total_prob': 0.000595230830518669, 'total_prob_per_token': 0.07795693820293179, 'total_prob_per_char': 0.8474960522771505, 'norm_correct_prob': 0.5075734605066538, 'norm_correct_prob_per_token': 0.5027639145404176, 'norm_correct_prob_per_char': 0.5008937280426433, 'primary_metric': 0.5138121546961326} |
90M | FineWeb-Pro | winogrande | 6,250 | small aux 2 | 5xC | 2,048,000,000 | 1,203,568,312,320,000,000 | {'predicted_index_raw': 0.5295974743488555, 'predicted_index_per_token': 0.5295974743488555, 'predicted_index_per_char': 0.5295974743488555, 'predicted_index_per_byte': 0.5295974743488555, 'correct_choice': 0.5043409629044988, 'acc_raw': 0.5217048145224941, 'acc_per_token': 0.5217048145224941, 'acc_per_char': 0.5217048145224941, 'acc_per_byte': 0.5217048145224941, 'no_answer': 0.0, 'sum_logits_corr': -20.84038996310712, 'logits_per_token_corr': -3.7514924288715408, 'logits_per_char_corr': -0.943933441235509, 'bits_per_byte_corr': 1.3618080946007012, 'correct_prob': 0.000555376712020228, 'correct_prob_per_token': 0.040727046406561274, 'correct_prob_per_char': 0.42669854256003026, 'margin': -2.6086016857544275e-05, 'margin_per_token': 0.00048799360330057377, 'margin_per_char': 0.001046939149850563, 'total_prob': 0.001136839440898, 'total_prob_per_token': 0.08096609920982198, 'total_prob_per_char': 0.8523501459702101, 'norm_correct_prob': 0.5044541945387782, 'norm_correct_prob_per_token': 0.5021260329018914, 'norm_correct_prob_per_char': 0.5007613596037744, 'primary_metric': 0.5217048145224941} |
90M | FineWeb-Pro | winogrande | 6,250 | small aux 3 | 5xC | 2,048,000,000 | 1,203,568,312,320,000,000 | {'predicted_index_raw': 0.5398579321231255, 'predicted_index_per_token': 0.5398579321231255, 'predicted_index_per_char': 0.5398579321231255, 'predicted_index_per_byte': 0.5398579321231255, 'correct_choice': 0.5043409629044988, 'acc_raw': 0.5177584846093133, 'acc_per_token': 0.5177584846093133, 'acc_per_char': 0.5177584846093133, 'acc_per_byte': 0.5177584846093133, 'no_answer': 0.0, 'sum_logits_corr': -20.736992542068133, 'logits_per_token_corr': -3.7475513159492113, 'logits_per_char_corr': -0.9481829175451664, 'bits_per_byte_corr': 1.3679387929990232, 'correct_prob': 0.0005174358295565924, 'correct_prob_per_token': 0.041030604224901006, 'correct_prob_per_char': 0.42784531785366625, 'margin': -4.863199929274881e-05, 'margin_per_token': 0.00047420677818832245, 'margin_per_char': 0.0005103145159819282, 'total_prob': 0.0010835036584059333, 'total_prob_per_token': 0.0815870016716137, 'total_prob_per_char': 0.8551803211913506, 'norm_correct_prob': 0.5025919942790182, 'norm_correct_prob_per_token': 0.5011498090018806, 'norm_correct_prob_per_char': 0.5005445196189887, 'primary_metric': 0.5177584846093133} |
90M | FineWeb-Pro | winogrande | 6,250 | default | 5xC | 2,048,000,000 | 1,203,568,312,320,000,000 | {'predicted_index_raw': 0.48539857932123126, 'predicted_index_per_token': 0.48539857932123126, 'predicted_index_per_char': 0.48539857932123126, 'predicted_index_per_byte': 0.5146014206787688, 'correct_choice': 0.5043409629044988, 'acc_raw': 0.5153906866614049, 'acc_per_token': 0.5153906866614049, 'acc_per_char': 0.5153906866614049, 'acc_per_byte': 0.4846093133385951, 'no_answer': 0.0, 'sum_logits_corr': -20.681923633780926, 'logits_per_token_corr': -3.7457047086141153, 'logits_per_char_corr': -0.9490637523056127, 'logits_per_byte_corr': 1.3692095689397625, 'correct_prob': 0.0005320511777916004, 'correct_prob_per_token': 0.04214000342599883, 'correct_prob_per_char': 0.42956727487811236, 'margin': 2.591304782287272e-05, 'margin_per_token': 0.0008493464871701761, 'margin_per_char': 0.001322734285312169, 'total_prob': 0.001038189307760328, 'total_prob_per_token': 0.08343066036482749, 'total_prob_per_char': 0.8578118154709126, 'norm_correct_prob': 0.5076330693947463, 'norm_correct_prob_per_token': 0.5023881457146899, 'norm_correct_prob_per_char': 0.5008801583359972, 'primary_metric': 0.5153906866614049} |
90M | FineWeb-Pro | winogrande | 7,500 | small aux 2 | 5xC | 2,457,600,000 | 1,444,281,974,784,000,000 | {'predicted_index_raw': 0.516179952644041, 'predicted_index_per_token': 0.516179952644041, 'predicted_index_per_char': 0.516179952644041, 'predicted_index_per_byte': 0.516179952644041, 'correct_choice': 0.5043409629044988, 'acc_raw': 0.5114443567482242, 'acc_per_token': 0.5114443567482242, 'acc_per_char': 0.5114443567482242, 'acc_per_byte': 0.5114443567482242, 'no_answer': 0.0, 'sum_logits_corr': -20.825904284675193, 'logits_per_token_corr': -3.7627190391098506, 'logits_per_char_corr': -0.9463335823344728, 'bits_per_byte_corr': 1.3652707662616121, 'correct_prob': 0.00023534333544767978, 'correct_prob_per_token': 0.0385990520673787, 'correct_prob_per_char': 0.4239938082882458, 'margin': 3.5500655328403007e-06, 'margin_per_token': 0.0005143118613279439, 'margin_per_char': 0.0010244087203615257, 'total_prob': 0.00046713660536251933, 'total_prob_per_token': 0.07668379227342946, 'total_prob_per_char': 0.8469632078561301, 'norm_correct_prob': 0.5052997686638885, 'norm_correct_prob_per_token': 0.5022385555226387, 'norm_correct_prob_per_char': 0.5007433073643, 'primary_metric': 0.5114443567482242} |
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