diff --git a/.gitattributes b/.gitattributes index 859b9303d3535a5d471675e37383b8c97df311b6..5824707b709aa8dfe633de48f74444cd6023d65f 100644 --- a/.gitattributes +++ b/.gitattributes @@ -24,6 +24,7 @@ *.rar filter=lfs diff=lfs merge=lfs -text *.safetensors filter=lfs diff=lfs merge=lfs -text saved_model/**/* filter=lfs diff=lfs merge=lfs -text +unsloth/**/* filter=lfs diff=lfs merge=lfs -text *.tar.* filter=lfs diff=lfs merge=lfs -text *.tar filter=lfs diff=lfs merge=lfs -text *.tflite filter=lfs diff=lfs merge=lfs -text @@ -101,3 +102,4 @@ results/mgtv-results_internlm_best.csv filter=lfs diff=lfs merge=lfs -text results/test_b-results_r4.csv filter=lfs diff=lfs merge=lfs -text results/mgtv-results_colab_p2_gemma2.csv filter=lfs diff=lfs merge=lfs -text results/test_b-results_r5.csv filter=lfs diff=lfs merge=lfs -text +results/test_b-results_r6.csv filter=lfs diff=lfs merge=lfs -text diff --git a/llm_toolkit/eval_logical_reasoning.py b/llm_toolkit/eval_logical_reasoning.py index 91b4f359bf7e09a46715e7ef4b0e6e730a14d7c7..f31b330dd7238d3a4c95ef5be248dd62b859dadc 100644 --- a/llm_toolkit/eval_logical_reasoning.py +++ b/llm_toolkit/eval_logical_reasoning.py @@ -84,6 +84,7 @@ predictions = eval_model( datasets["test"], max_new_tokens=max_new_tokens, repetition_penalty=repetition_penalty, + batch_size=2, ) gpu_stats = torch.cuda.get_device_properties(0) diff --git a/logs/gemma2_unsloth_train.txt b/logs/gemma2_unsloth_train.txt new file mode 100644 index 0000000000000000000000000000000000000000..770cb744c0d83a09e18437f24a40010d039d89b3 --- /dev/null +++ b/logs/gemma2_unsloth_train.txt @@ -0,0 +1,503 @@ +Submitting job: /common/home/users/d/dh.huang.2023/code/logical-reasoning/scripts/tune-mgtv.sh +Current Directory: +/common/home/users/d/dh.huang.2023/code/logical-reasoning +Thu Jul 25 00:23:03 2024 ++-----------------------------------------------------------------------------------------+ +| NVIDIA-SMI 550.90.07 Driver Version: 550.90.07 CUDA Version: 12.4 | +|-----------------------------------------+------------------------+----------------------+ +| GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC | +| Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. | +| | | MIG M. | +|=========================================+========================+======================| +| 0 NVIDIA L40 On | 00000000:01:00.0 Off | 0 | +| N/A 30C P8 35W / 300W | 1MiB / 46068MiB | 0% Default | +| | | N/A | ++-----------------------------------------+------------------------+----------------------+ + ++-----------------------------------------------------------------------------------------+ +| Processes: | +| GPU GI CI PID Type Process name GPU Memory | +| ID ID Usage | +|=========================================================================================| +| No running processes found | ++-----------------------------------------------------------------------------------------+ +Linux lagoon 4.18.0-553.5.1.el8_10.x86_64 #1 SMP Thu Jun 6 09:41:19 UTC 2024 x86_64 x86_64 x86_64 GNU/Linux +NAME="Rocky Linux" +VERSION="8.10 (Green Obsidian)" +ID="rocky" +ID_LIKE="rhel centos fedora" +VERSION_ID="8.10" +PLATFORM_ID="platform:el8" +PRETTY_NAME="Rocky Linux 8.10 (Green Obsidian)" +ANSI_COLOR="0;32" +LOGO="fedora-logo-icon" +CPE_NAME="cpe:/o:rocky:rocky:8:GA" +HOME_URL="https://rockylinux.org/" +BUG_REPORT_URL="https://bugs.rockylinux.org/" +SUPPORT_END="2029-05-31" +ROCKY_SUPPORT_PRODUCT="Rocky-Linux-8" +ROCKY_SUPPORT_PRODUCT_VERSION="8.10" +REDHAT_SUPPORT_PRODUCT="Rocky Linux" +REDHAT_SUPPORT_PRODUCT_VERSION="8.10" +Architecture: x86_64 +CPU op-mode(s): 32-bit, 64-bit +Byte Order: Little Endian +CPU(s): 128 +On-line CPU(s) list: 0-127 +Thread(s) per core: 2 +Core(s) per socket: 64 +Socket(s): 1 +NUMA node(s): 1 +Vendor ID: AuthenticAMD +CPU family: 25 +Model: 1 +Model name: AMD EPYC 7763 64-Core Processor +Stepping: 1 +CPU MHz: 2450.000 +CPU max MHz: 3529.0520 +CPU min MHz: 1500.0000 +BogoMIPS: 4891.15 +Virtualization: AMD-V +L1d cache: 32K +L1i cache: 32K +L2 cache: 512K +L3 cache: 32768K +NUMA node0 CPU(s): 0-127 +Flags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb rdtscp lm constant_tsc rep_good nopl nonstop_tsc cpuid extd_apicid aperfmperf pni pclmulqdq monitor ssse3 fma cx16 pcid sse4_1 sse4_2 movbe popcnt aes xsave avx f16c rdrand lahf_lm cmp_legacy svm extapic cr8_legacy abm sse4a misalignsse 3dnowprefetch osvw ibs skinit wdt tce topoext perfctr_core perfctr_nb bpext perfctr_llc mwaitx cpb cat_l3 cdp_l3 invpcid_single hw_pstate ssbd mba ibrs ibpb stibp vmmcall fsgsbase bmi1 avx2 smep bmi2 erms invpcid cqm rdt_a rdseed adx smap clflushopt clwb sha_ni xsaveopt xsavec xgetbv1 xsaves cqm_llc cqm_occup_llc cqm_mbm_total cqm_mbm_local clzero irperf xsaveerptr wbnoinvd amd_ppin brs arat npt lbrv svm_lock nrip_save tsc_scale vmcb_clean flushbyasid decodeassists pausefilter pfthreshold v_vmsave_vmload vgif v_spec_ctrl umip pku ospke vaes vpclmulqdq rdpid overflow_recov succor smca fsrm +MemTotal: 527669148 kB +Processing /common2/dh.huang.2023/code/unsloth + Installing build dependencies: started + Installing build dependencies: finished with status 'done' + Getting requirements to build wheel: started + Getting requirements to build wheel: finished with status 'done' + Preparing metadata (pyproject.toml): started + Preparing metadata (pyproject.toml): finished with status 'done' +Requirement already satisfied: packaging in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from unsloth==2024.7) (23.2) +Requirement already satisfied: tyro in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from unsloth==2024.7) (0.8.4) +Requirement already satisfied: transformers>=4.43.1 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from unsloth==2024.7) (4.43.2) +Requirement already satisfied: datasets>=2.16.0 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from unsloth==2024.7) 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markdown-it-py>=2.2.0->rich>=11.1.0->tyro->unsloth==2024.7) (0.1.2) +Requirement already satisfied: six>=1.5 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from python-dateutil>=2.8.2->pandas->datasets>=2.16.0->unsloth==2024.7) (1.16.0) +Building wheels for collected packages: unsloth + Building wheel for unsloth (pyproject.toml): started + Building wheel for unsloth (pyproject.toml): finished with status 'done' + Created wheel for unsloth: filename=unsloth-2024.7-py3-none-any.whl size=250595 sha256=c0b8c71250ab5ced01e0f8e2f9afa17debbe75e31a26639657ea742f1473000b + Stored in directory: /common/home/users/d/dh.huang.2023/tmp/pip-ephem-wheel-cache-6xj0m92v/wheels/54/5e/05/7a6dd93c0d191b8e8123cb118886c2c3b335c2bbd2093209f2 +Successfully built unsloth +Installing collected packages: unsloth + Attempting uninstall: unsloth + Found existing installation: unsloth 2024.7 + Uninstalling unsloth-2024.7: + Successfully uninstalled unsloth-2024.7 +Successfully installed unsloth-2024.7 +ERROR: Invalid requirement: 'accelerate\xa0bitsandbytes' +๐Ÿฆฅ Unsloth: Will patch your computer to enable 2x faster free finetuning. +loading env vars from: /common2/dh.huang.2023/code/logical-reasoning/.env +Adding /common2/dh.huang.2023/code/logical-reasoning to sys.path +loading /common2/dh.huang.2023/code/logical-reasoning/llm_toolkit/logical_reasoning_utils.py +google/gemma-2-9b-it False datasets/mgtv results/mgtv-results_p2_gemma2.csv +(1) GPU = NVIDIA L40. Max memory = 44.309 GB. +0.0 GB of memory reserved. +==((====))== Unsloth: Fast Gemma2 patching release 2024.7 + \\ /| GPU: NVIDIA L40. Max memory: 44.309 GB. Platform = Linux. +O^O/ \_/ \ Pytorch: 2.2.1+cu121. CUDA = 8.9. CUDA Toolkit = 12.1. +\ / Bfloat16 = TRUE. FA [Xformers = 0.0.25. FA2 = True] + "-____-" Free Apache license: http://github.com/unslothai/unsloth + Loading checkpoint shards: 0%| | 0/4 [00:00user +ไฝ ๆ˜ฏไธ€ไธชๆƒ…ๆ™ฏ็Œœ่ฐœๆธธๆˆ็š„ไธปๆŒไบบใ€‚ๆธธๆˆ่ง„ๅˆ™ๅฆ‚ไธ‹๏ผš + +1. ๅ‚ไธŽ่€…ไผšๅพ—ๅˆฐไธ€ไธช่ฐœ้ข๏ผŒ่ฐœ้ขไผšๆ่ฟฐไธ€ไธช็ฎ€ๅ•ๅˆ้šพไปฅ็†่งฃ็š„ไบ‹ไปถใ€‚ +2. ไธปๆŒไบบ็Ÿฅ้“่ฐœๅบ•๏ผŒ่ฐœๅบ•ๆ˜ฏ่ฐœ้ข็š„็ญ”ๆกˆใ€‚ +3. ๅ‚ไธŽ่€…ๅฏไปฅ่ฏข้—ฎไปปไฝ•ๅฐ้—ญๅผ้—ฎ้ข˜ๆฅๆ‰พๅฏปไบ‹ไปถ็š„็œŸ็›ธใ€‚ +4. ๅฏนไบŽๆฏไธช้—ฎ้ข˜๏ผŒไธปๆŒไบบๅฐ†ๆ นๆฎๅฎž้™…ๆƒ…ๅ†ตๅ›ž็ญ”ไปฅไธ‹ไบ”ไธช้€‰้กนไน‹ไธ€๏ผšๆ˜ฏใ€ไธๆ˜ฏใ€ไธ้‡่ฆใ€ๅ›ž็ญ”ๆญฃ็กฎใ€้—ฎๆณ•้”™่ฏฏใ€‚ๅ„ๅ›ž็ญ”็š„ๅˆคๆ–ญๆ ‡ๅ‡†ๅฆ‚ไธ‹๏ผš + - ่‹ฅ่ฐœ้ขๅ’Œ่ฐœๅบ•่ƒฝๆ‰พๅˆฐ้—ฎ้ข˜็š„็ญ”ๆกˆ๏ผŒๅ›ž็ญ”๏ผšๆ˜ฏๆˆ–่€…ไธๆ˜ฏ + - ่‹ฅ่ฐœ้ขๅ’Œ่ฐœๅบ•ไธ่ƒฝ็›ดๆŽฅๆˆ–่€…้—ดๆŽฅๆŽจๆ–ญๅ‡บ้—ฎ้ข˜็š„็ญ”ๆกˆ๏ผŒๅ›ž็ญ”๏ผšไธ้‡่ฆ + - ่‹ฅๅ‚ไธŽ่€…ๆ้—ฎไธๆ˜ฏไธ€ไธชๅฐ้—ญๅผ้—ฎ้ข˜ๆˆ–่€…้—ฎ้ข˜้šพไปฅ็†่งฃ๏ผŒๅ›ž็ญ”๏ผš้—ฎๆณ•้”™่ฏฏ + - ่‹ฅๅ‚ไธŽ่€…ๆ้—ฎๅŸบๆœฌ่ฟ˜ๅŽŸไบ†่ฐœๅบ•็œŸ็›ธ๏ผŒๅ›ž็ญ”๏ผšๅ›ž็ญ”ๆญฃ็กฎ +5. ๅ›ž็ญ”ไธญไธ่ƒฝๆทปๅŠ ไปปไฝ•ๅ…ถๅฎƒไฟกๆฏ๏ผŒไนŸไธ่ƒฝ็œ็•ฅ้€‰้กนไธญ็š„ไปปไฝ•ไธ€ไธชๅญ—ใ€‚ไพ‹ๅฆ‚๏ผŒไธๅฏไปฅๆŠŠโ€œไธๆ˜ฏโ€็œ็•ฅๆˆโ€œไธโ€ใ€‚ + +่ฏทไธฅๆ ผๆŒ‰็…ง่ฟ™ไบ›่ง„ๅˆ™ๅ›ž็ญ”ๅ‚ไธŽ่€…ๆๅ‡บ็š„้—ฎ้ข˜ใ€‚ + +**่ฐœ้ข:** ๅœจ็”„ๅฎถๆ‘้‡Œ๏ผŒๆœ‰ไธ€ไธชๅค่€็š„ไผ ่ฏด๏ผšๆฏๅนดๅ—็“œไธฐๆ”ถ็š„ๅญฃ่Š‚๏ผŒๅ—็“œ็”ฐ้‡Œๆ€ปๆœ‰ไธ€ไธชๆœ€ๅคง็š„ๅ—็“œไผšไธ็ฟผ่€Œ้ฃž๏ผŒๆ‘ๆฐ‘ไปฌๅฏนๆญค็Žฐ่ฑกๅ›ฐๆƒ‘ไธ่งฃใ€‚่ฏทๆ‰พๅ‡บๅ—็“œๅคฑ่ธช่ƒŒๅŽ็š„ๅŽŸๅ› ใ€‚ + +**่ฐœๅบ•:** ็œŸ็›ธๅŽŸๆฅไธŽไธ€ไฝๅนด่ฟˆ็š„ๅ†œๅคซๆœ‰ๅ…ณใ€‚่ฟ™ไฝๅ†œๅคซๅนด่ฝปๆ—ถ๏ผŒๆ›พไธŽไธ€ไฝ็พŽไธฝ็š„ๅง‘ๅจ˜็›ธๆ‹ใ€‚ไป–ไปฌ็บฆๅฎšๅœจๅ—็“œไธฐๆ”ถ็š„ๅญฃ่Š‚็ป“ๅฉšใ€‚็„ถ่€Œ๏ผŒๅ‘ฝ่ฟๅผ„ไบบ๏ผŒๅง‘ๅจ˜ๅœจๅฉš็คผๅ‰็š„ไธ€ๅœบๆ„ๅค–ไธญ็ฆปไธ–ใ€‚ๆ‚ฒไผค็š„ๅ†œๅคซไธบไบ†็บชๅฟตๅฟƒ็ˆฑ็š„ๅง‘ๅจ˜๏ผŒๆฏๅนด้ƒฝไผšๅฐ†ๆœ€ๅคง็š„ๅ—็“œๅท่ตฐ๏ผŒๆ”พๅˆฐๅง‘ๅจ˜็š„ๅข“ๅ‰๏ผŒไปฅๆญคๅฏ„ๆ‰˜่‡ชๅทฑ็š„ๅ“€ๆ€ใ€‚่ฟ™ไธ€่กŒไธบๅปถ็ปญไบ†ๅคšๅนด๏ผŒๆˆไธบไบ†ไนกๆ‘้‡Œไธ€ไธช็ฅž็ง˜็š„ไผ ่ฏดใ€‚ + +**ๅ‚ไธŽ่€…ๆๅ‡บ็š„้—ฎ้ข˜:** ๅท็š„ไบบไฟก็ฅžๅ— +model +ไธๆ˜ฏ +-------------------------------------------------- +prompt: user +ไฝ ๆ˜ฏไธ€ไธชๆƒ…ๆ™ฏ็Œœ่ฐœๆธธๆˆ็š„ไธปๆŒไบบใ€‚ๆธธๆˆ่ง„ๅˆ™ๅฆ‚ไธ‹๏ผš + +1. ๅ‚ไธŽ่€…ไผšๅพ—ๅˆฐไธ€ไธช่ฐœ้ข๏ผŒ่ฐœ้ขไผšๆ่ฟฐไธ€ไธช็ฎ€ๅ•ๅˆ้šพไปฅ็†่งฃ็š„ไบ‹ไปถใ€‚ +2. ไธปๆŒไบบ็Ÿฅ้“่ฐœๅบ•๏ผŒ่ฐœๅบ•ๆ˜ฏ่ฐœ้ข็š„็ญ”ๆกˆใ€‚ +3. ๅ‚ไธŽ่€…ๅฏไปฅ่ฏข้—ฎไปปไฝ•ๅฐ้—ญๅผ้—ฎ้ข˜ๆฅๆ‰พๅฏปไบ‹ไปถ็š„็œŸ็›ธใ€‚ +4. ๅฏนไบŽๆฏไธช้—ฎ้ข˜๏ผŒไธปๆŒไบบๅฐ†ๆ นๆฎๅฎž้™…ๆƒ…ๅ†ตๅ›ž็ญ”ไปฅไธ‹ไบ”ไธช้€‰้กนไน‹ไธ€๏ผšๆ˜ฏใ€ไธๆ˜ฏใ€ไธ้‡่ฆใ€ๅ›ž็ญ”ๆญฃ็กฎใ€้—ฎๆณ•้”™่ฏฏใ€‚ๅ„ๅ›ž็ญ”็š„ๅˆคๆ–ญๆ ‡ๅ‡†ๅฆ‚ไธ‹๏ผš + - ่‹ฅ่ฐœ้ขๅ’Œ่ฐœๅบ•่ƒฝๆ‰พๅˆฐ้—ฎ้ข˜็š„็ญ”ๆกˆ๏ผŒๅ›ž็ญ”๏ผšๆ˜ฏๆˆ–่€…ไธๆ˜ฏ + - ่‹ฅ่ฐœ้ขๅ’Œ่ฐœๅบ•ไธ่ƒฝ็›ดๆŽฅๆˆ–่€…้—ดๆŽฅๆŽจๆ–ญๅ‡บ้—ฎ้ข˜็š„็ญ”ๆกˆ๏ผŒๅ›ž็ญ”๏ผšไธ้‡่ฆ + - ่‹ฅๅ‚ไธŽ่€…ๆ้—ฎไธๆ˜ฏไธ€ไธชๅฐ้—ญๅผ้—ฎ้ข˜ๆˆ–่€…้—ฎ้ข˜้šพไปฅ็†่งฃ๏ผŒๅ›ž็ญ”๏ผš้—ฎๆณ•้”™่ฏฏ + - ่‹ฅๅ‚ไธŽ่€…ๆ้—ฎๅŸบๆœฌ่ฟ˜ๅŽŸไบ†่ฐœๅบ•็œŸ็›ธ๏ผŒๅ›ž็ญ”๏ผšๅ›ž็ญ”ๆญฃ็กฎ +5. ๅ›ž็ญ”ไธญไธ่ƒฝๆทปๅŠ ไปปไฝ•ๅ…ถๅฎƒไฟกๆฏ๏ผŒไนŸไธ่ƒฝ็œ็•ฅ้€‰้กนไธญ็š„ไปปไฝ•ไธ€ไธชๅญ—ใ€‚ไพ‹ๅฆ‚๏ผŒไธๅฏไปฅๆŠŠโ€œไธๆ˜ฏโ€็œ็•ฅๆˆโ€œไธโ€ใ€‚ + +่ฏทไธฅๆ ผๆŒ‰็…ง่ฟ™ไบ›่ง„ๅˆ™ๅ›ž็ญ”ๅ‚ไธŽ่€…ๆๅ‡บ็š„้—ฎ้ข˜ใ€‚ + +**่ฐœ้ข:** ๅœจ็”„ๅฎถๆ‘้‡Œ๏ผŒๆœ‰ไธ€ไธชๅค่€็š„ไผ ่ฏด๏ผšๆฏๅนดๅ—็“œไธฐๆ”ถ็š„ๅญฃ่Š‚๏ผŒๅ—็“œ็”ฐ้‡Œๆ€ปๆœ‰ไธ€ไธชๆœ€ๅคง็š„ๅ—็“œไผšไธ็ฟผ่€Œ้ฃž๏ผŒๆ‘ๆฐ‘ไปฌๅฏนๆญค็Žฐ่ฑกๅ›ฐๆƒ‘ไธ่งฃใ€‚่ฏทๆ‰พๅ‡บๅ—็“œๅคฑ่ธช่ƒŒๅŽ็š„ๅŽŸๅ› ใ€‚ + +**่ฐœๅบ•:** ็œŸ็›ธๅŽŸๆฅไธŽไธ€ไฝๅนด่ฟˆ็š„ๅ†œๅคซๆœ‰ๅ…ณใ€‚่ฟ™ไฝๅ†œๅคซๅนด่ฝปๆ—ถ๏ผŒๆ›พไธŽไธ€ไฝ็พŽไธฝ็š„ๅง‘ๅจ˜็›ธๆ‹ใ€‚ไป–ไปฌ็บฆๅฎšๅœจๅ—็“œไธฐๆ”ถ็š„ๅญฃ่Š‚็ป“ๅฉšใ€‚็„ถ่€Œ๏ผŒๅ‘ฝ่ฟๅผ„ไบบ๏ผŒๅง‘ๅจ˜ๅœจๅฉš็คผๅ‰็š„ไธ€ๅœบๆ„ๅค–ไธญ็ฆปไธ–ใ€‚ๆ‚ฒไผค็š„ๅ†œๅคซไธบไบ†็บชๅฟตๅฟƒ็ˆฑ็š„ๅง‘ๅจ˜๏ผŒๆฏๅนด้ƒฝไผšๅฐ†ๆœ€ๅคง็š„ๅ—็“œๅท่ตฐ๏ผŒๆ”พๅˆฐๅง‘ๅจ˜็š„ๅข“ๅ‰๏ผŒไปฅๆญคๅฏ„ๆ‰˜่‡ชๅทฑ็š„ๅ“€ๆ€ใ€‚่ฟ™ไธ€่กŒไธบๅปถ็ปญไบ†ๅคšๅนด๏ผŒๆˆไธบไบ†ไนกๆ‘้‡Œไธ€ไธช็ฅž็ง˜็š„ไผ ่ฏดใ€‚ + +**ๅ‚ไธŽ่€…ๆๅ‡บ็š„้—ฎ้ข˜:** ๅท็š„ไบบไฟก็ฅžๅ— +model + + Map (num_proc=2): 0%| | 0/25000 [00:00 + print(f"{start_gpu_memory} GB of memory reserved.") + ^^^^^^^^ +NameError: name 'datasets' is not defined +wandb: - 0.019 MB of 0.019 MB uploaded wandb: \ 0.019 MB of 0.019 MB uploaded wandb: | 0.019 MB of 0.019 MB uploaded wandb: / 0.055 MB of 0.113 MB uploaded wandb: - 0.066 MB of 0.113 MB uploaded wandb: \ 0.113 MB of 0.113 MB uploaded wandb: +wandb: Run history: +wandb: train/epoch โ–โ–โ–โ–โ–‚โ–‚โ–‚โ–‚โ–‚โ–ƒโ–ƒโ–ƒโ–ƒโ–ƒโ–ƒโ–„โ–„โ–„โ–„โ–„โ–…โ–…โ–…โ–…โ–…โ–…โ–†โ–†โ–†โ–†โ–†โ–‡โ–‡โ–‡โ–‡โ–‡โ–‡โ–ˆโ–ˆโ–ˆ +wandb: train/global_step โ–โ–โ–โ–โ–‚โ–‚โ–‚โ–‚โ–‚โ–ƒโ–ƒโ–ƒโ–ƒโ–ƒโ–ƒโ–„โ–„โ–„โ–„โ–„โ–…โ–…โ–…โ–…โ–…โ–…โ–†โ–†โ–†โ–†โ–†โ–‡โ–‡โ–‡โ–‡โ–‡โ–‡โ–ˆโ–ˆโ–ˆ +wandb: train/grad_norm โ–†โ–‚โ–‚โ–‚โ–†โ–„โ–‚โ–‚โ–‚โ–ˆโ–ƒโ–†โ–‚โ–‚โ–ƒโ–„โ–ƒโ–…โ–โ–„โ–„โ–…โ–‚โ–‚โ–…โ–‚โ–…โ–โ–‚โ–ƒโ–„โ–„โ–‚โ–…โ–‚โ–ƒโ–โ–‚โ–‚โ–„ +wandb: train/learning_rate โ–ˆโ–ˆโ–ˆโ–ˆโ–‡โ–‡โ–‡โ–‡โ–‡โ–†โ–†โ–†โ–†โ–†โ–†โ–…โ–…โ–…โ–…โ–…โ–„โ–„โ–„โ–„โ–„โ–„โ–ƒโ–ƒโ–ƒโ–ƒโ–ƒโ–‚โ–‚โ–‚โ–‚โ–‚โ–‚โ–โ–โ– +wandb: train/loss โ–ˆโ–…โ–†โ–†โ–†โ–†โ–„โ–…โ–…โ–…โ–…โ–…โ–…โ–ƒโ–„โ–„โ–„โ–„โ–„โ–ƒโ–ƒโ–ƒโ–ƒโ–ƒโ–ƒโ–‚โ–‚โ–‚โ–‚โ–‚โ–‚โ–โ–โ–โ–‚โ–โ–โ–โ–โ– +wandb: +wandb: Run summary: +wandb: total_flos 4.2692121498884874e+18 +wandb: train/epoch 6.4 +wandb: train/global_step 20000 +wandb: train/grad_norm 0.05735 +wandb: train/learning_rate 0.0 +wandb: train/loss 0.023 +wandb: train_loss 0.03466 +wandb: train_runtime 45312.1519 +wandb: train_samples_per_second 3.531 +wandb: train_steps_per_second 0.441 +wandb: +wandb: ๐Ÿš€ View run outputs at: https://wandb.ai/inflaton-ai/huggingface/runs/nkszj95q +wandb: โญ๏ธ View project at: https://wandb.ai/inflaton-ai/huggingface +wandb: Synced 6 W&B file(s), 0 media file(s), 3 artifact file(s) and 0 other file(s) +wandb: Find logs at: ./wandb/run-20240725_002427-nkszj95q/logs +wandb: WARNING The new W&B backend becomes opt-out in version 0.18.0; try it out with `wandb.require("core")`! See https://wandb.me/wandb-core for more information. +srun: error: lagoon: task 0: Exited with exit code 1 +srun: Terminating StepId=73157.0 +Job ID: 73157 +Cluster: crimson +User/Group: dh.huang.2023/dh.huang.2023 +State: FAILED (exit code 1) +Nodes: 1 +Cores per node: 10 +CPU Utilized: 12:41:09 +CPU Efficiency: 10.06% of 5-06:08:40 core-walltime +Job Wall-clock time: 12:36:52 +Memory Utilized: 25.58 GB +Memory Efficiency: 9.99% of 256.00 GB diff --git a/results/test_b-results_r6.csv b/results/test_b-results_r6.csv new file mode 100644 index 0000000000000000000000000000000000000000..a31034755c82fc6bccfbcfca1a5a83dca9b37c78 --- /dev/null +++ b/results/test_b-results_r6.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:72bcffd3cf7e2353980763ba5d9e4817095ccdc5bd9e01de6b4e927ae5698f21 +size 23145824 diff --git a/unsloth/gemma-2-96-it/checkpoint-1000/README.md b/unsloth/gemma-2-96-it/checkpoint-1000/README.md new file mode 100644 index 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