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) (2.19.1) Requirement already satisfied: sentencepiece>=0.2.0 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from unsloth==2024.7) (0.2.0) Requirement already satisfied: tqdm in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from unsloth==2024.7) (4.66.2) Requirement already satisfied: psutil in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from unsloth==2024.7) (5.9.8) Requirement already satisfied: wheel>=0.42.0 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from unsloth==2024.7) (0.43.0) Requirement already satisfied: numpy in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from unsloth==2024.7) (1.26.4) Requirement already satisfied: protobuf<4.0.0 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from unsloth==2024.7) (3.20.3) Requirement already satisfied: huggingface-hub[hf_transfer] in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from unsloth==2024.7) (0.23.2) Requirement already satisfied: filelock in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from datasets>=2.16.0->unsloth==2024.7) (3.13.1) Requirement already satisfied: pyarrow>=12.0.0 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from datasets>=2.16.0->unsloth==2024.7) (16.0.0) Requirement already satisfied: pyarrow-hotfix in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from datasets>=2.16.0->unsloth==2024.7) (0.6) Requirement already satisfied: dill<0.3.9,>=0.3.0 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from datasets>=2.16.0->unsloth==2024.7) (0.3.8) Requirement already satisfied: pandas in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from datasets>=2.16.0->unsloth==2024.7) (2.2.2) Requirement already satisfied: requests>=2.19.0 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from datasets>=2.16.0->unsloth==2024.7) (2.31.0) Requirement already satisfied: xxhash in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from datasets>=2.16.0->unsloth==2024.7) (3.4.1) Requirement already satisfied: multiprocess in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from datasets>=2.16.0->unsloth==2024.7) (0.70.16) Requirement already satisfied: fsspec<=2024.3.1,>=2023.1.0 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from fsspec[http]<=2024.3.1,>=2023.1.0->datasets>=2.16.0->unsloth==2024.7) (2024.3.1) Requirement already satisfied: aiohttp in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from datasets>=2.16.0->unsloth==2024.7) (3.9.5) Requirement already satisfied: pyyaml>=5.1 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from datasets>=2.16.0->unsloth==2024.7) (6.0.1) Requirement already satisfied: regex!=2019.12.17 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from transformers>=4.43.1->unsloth==2024.7) (2024.4.16) Requirement already satisfied: tokenizers<0.20,>=0.19 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from transformers>=4.43.1->unsloth==2024.7) (0.19.1) Requirement already satisfied: safetensors>=0.4.1 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from transformers>=4.43.1->unsloth==2024.7) (0.4.3) Requirement already satisfied: typing-extensions>=3.7.4.3 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from huggingface-hub[hf_transfer]; extra == "colab-new"->unsloth==2024.7) (4.9.0) Requirement already satisfied: hf-transfer>=0.1.4 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from huggingface-hub[hf_transfer]; extra == "colab-new"->unsloth==2024.7) (0.1.8) Requirement already satisfied: docstring-parser>=0.14.1 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from tyro->unsloth==2024.7) (0.16) Requirement already satisfied: rich>=11.1.0 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from tyro->unsloth==2024.7) (13.7.1) Requirement already satisfied: shtab>=1.5.6 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from tyro->unsloth==2024.7) (1.7.1) Requirement already satisfied: aiosignal>=1.1.2 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from aiohttp->datasets>=2.16.0->unsloth==2024.7) (1.3.1) Requirement already satisfied: attrs>=17.3.0 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from aiohttp->datasets>=2.16.0->unsloth==2024.7) (23.2.0) Requirement already satisfied: frozenlist>=1.1.1 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from aiohttp->datasets>=2.16.0->unsloth==2024.7) (1.4.1) Requirement already satisfied: multidict<7.0,>=4.5 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from aiohttp->datasets>=2.16.0->unsloth==2024.7) (6.0.5) Requirement already satisfied: yarl<2.0,>=1.0 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from aiohttp->datasets>=2.16.0->unsloth==2024.7) (1.9.4) Requirement already satisfied: charset-normalizer<4,>=2 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from requests>=2.19.0->datasets>=2.16.0->unsloth==2024.7) (2.0.4) Requirement already satisfied: idna<4,>=2.5 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from requests>=2.19.0->datasets>=2.16.0->unsloth==2024.7) (3.4) Requirement already satisfied: urllib3<3,>=1.21.1 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from requests>=2.19.0->datasets>=2.16.0->unsloth==2024.7) (2.1.0) Requirement already satisfied: certifi>=2017.4.17 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from requests>=2.19.0->datasets>=2.16.0->unsloth==2024.7) (2024.2.2) Requirement already satisfied: markdown-it-py>=2.2.0 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from rich>=11.1.0->tyro->unsloth==2024.7) (3.0.0) Requirement already satisfied: pygments<3.0.0,>=2.13.0 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from rich>=11.1.0->tyro->unsloth==2024.7) (2.17.2) Requirement already satisfied: python-dateutil>=2.8.2 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from pandas->datasets>=2.16.0->unsloth==2024.7) (2.9.0.post0) Requirement already satisfied: pytz>=2020.1 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from pandas->datasets>=2.16.0->unsloth==2024.7) (2024.1) Requirement already satisfied: tzdata>=2022.7 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from pandas->datasets>=2.16.0->unsloth==2024.7) (2024.1) Requirement already satisfied: mdurl~=0.1 in /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages (from 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