InternVL2_5-2B / eval_llm_benchmark.log
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Release InternVL 2.5
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/mnt/petrelfs/wangweiyun/miniconda3/envs/internvl_eval2/lib/python3.10/site-packages/bitsandbytes/cextension.py:34: UserWarning: The installed version of bitsandbytes was compiled without GPU support. 8-bit optimizers, 8-bit multiplication, and GPU quantization are unavailable.
warn("The installed version of bitsandbytes was compiled without GPU support. "
/mnt/petrelfs/wangweiyun/miniconda3/envs/internvl_eval2/lib/python3.10/site-packages/bitsandbytes/libbitsandbytes_cpu.so: undefined symbol: cadam32bit_grad_fp32
model path is /mnt/petrelfs/wangweiyun/workspace_cz/InternVL/internvl_chat_dev/share_internvl/InternVL2_5-2B
11/22 18:39:59 - OpenCompass - WARNING - No previous results to reuse!
11/22 18:39:59 - OpenCompass - INFO - Reusing experiements from 20241122_183959
11/22 18:39:59 - OpenCompass - INFO - Current exp folder: /mnt/petrelfs/wangweiyun/workspace_cz/InternVL/internvl_chat_dev/share_internvl/InternVL2_5-2B/20241122_183959
11/22 18:40:02 - OpenCompass - INFO - Partitioned into 256 tasks.
[ ] 0/256, elapsed: 0s, ETA: [ ] 1/256, 0.0 task/s, elapsed: 271s, ETA: 69201s [ ] 2/256, 0.0 task/s, elapsed: 305s, ETA: 38691s [ ] 3/256, 0.0 task/s, elapsed: 306s, ETA: 25818s [ ] 4/256, 0.0 task/s, elapsed: 308s, ETA: 19376s [ ] 5/256, 0.0 task/s, elapsed: 311s, ETA: 15632s [ ] 6/256, 0.0 task/s, elapsed: 313s, ETA: 13030s [ ] 7/256, 0.0 task/s, elapsed: 316s, ETA: 11255s [ ] 8/256, 0.0 task/s, elapsed: 316s, ETA: 9810s [> ] 9/256, 0.0 task/s, elapsed: 318s, ETA: 8716s [> ] 10/256, 0.0 task/s, elapsed: 318s, ETA: 7813s [> ] 11/256, 0.0 task/s, elapsed: 318s, ETA: 7087s [> ] 12/256, 0.0 task/s, elapsed: 321s, ETA: 6536s [> ] 13/256, 0.0 task/s, elapsed: 321s, ETA: 6009s [> ] 14/256, 0.0 task/s, elapsed: 327s, ETA: 5649s [> ] 15/256, 0.0 task/s, elapsed: 330s, ETA: 5296s [> ] 16/256, 0.0 task/s, elapsed: 331s, ETA: 4972s [> ] 17/256, 0.1 task/s, elapsed: 332s, ETA: 4668s [>> ] 18/256, 0.1 task/s, elapsed: 335s, ETA: 4424s [>> ] 19/256, 0.1 task/s, elapsed: 338s, ETA: 4214s [>> ] 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11/22 18:51:40 - OpenCompass - INFO - Partitioned into 287 tasks.
[ ] 0/287, elapsed: 0s, ETA: [ ] 1/287, 0.0 task/s, elapsed: 45s, ETA: 13007s [ ] 2/287, 0.0 task/s, elapsed: 45s, ETA: 6481s [ ] 3/287, 0.1 task/s, elapsed: 46s, ETA: 4315s [ ] 4/287, 0.1 task/s, elapsed: 46s, ETA: 3228s [ ] 5/287, 0.1 task/s, elapsed: 46s, ETA: 2574s [ ] 6/287, 0.1 task/s, elapsed: 46s, ETA: 2150s [ ] 7/287, 0.1 task/s, elapsed: 47s, ETA: 1887s [ ] 8/287, 0.2 task/s, elapsed: 47s, ETA: 1647s [> ] 9/287, 0.2 task/s, elapsed: 48s, ETA: 1494s [> ] 10/287, 0.2 task/s, elapsed: 49s, ETA: 1347s [> ] 11/287, 0.2 task/s, elapsed: 49s, ETA: 1221s [> ] 12/287, 0.2 task/s, elapsed: 49s, ETA: 1126s [> ] 13/287, 0.3 task/s, elapsed: 49s, ETA: 1040s [> ] 14/287, 0.3 task/s, elapsed: 49s, ETA: 964s [> ] 15/287, 0.3 task/s, elapsed: 49s, ETA: 896s [> ] 16/287, 0.3 task/s, elapsed: 49s, ETA: 837s [> ] 17/287, 0.3 task/s, elapsed: 49s, ETA: 786s [> ] 18/287, 0.4 task/s, elapsed: 50s, ETA: 743s [>> ] 19/287, 0.4 task/s, elapsed: 50s, ETA: 702s [>> ] 20/287, 0.4 task/s, elapsed: 50s, ETA: 664s [>> ] 21/287, 0.4 task/s, elapsed: 50s, ETA: 631s [>> ] 22/287, 0.4 task/s, elapsed: 50s, ETA: 601s [>> ] 23/287, 0.5 task/s, elapsed: 50s, ETA: 573s [>> ] 24/287, 0.4 task/s, elapsed: 62s, ETA: 680s [>> ] 25/287, 0.4 task/s, elapsed: 62s, ETA: 651s [>> ] 26/287, 0.4 task/s, elapsed: 62s, ETA: 624s [>> ] 27/287, 0.4 task/s, elapsed: 64s, ETA: 619s [>>> ] 28/287, 0.4 task/s, elapsed: 65s, ETA: 600s [>>> ] 29/287, 0.4 task/s, elapsed: 66s, ETA: 586s [>>> ] 30/287, 0.4 task/s, elapsed: 70s, ETA: 601s [>>> ] 31/287, 0.4 task/s, elapsed: 70s, ETA: 581s [>>> ] 32/287, 0.4 task/s, elapsed: 71s, ETA: 567s [>>> ] 33/287, 0.5 task/s, elapsed: 71s, ETA: 548s [>>> ] 34/287, 0.5 task/s, elapsed: 71s, ETA: 531s [>>> ] 35/287, 0.5 task/s, elapsed: 71s, ETA: 515s [>>> ] 36/287, 0.5 task/s, elapsed: 71s, ETA: 498s [>>> ] 37/287, 0.5 task/s, elapsed: 73s, ETA: 492s [>>>> ] 38/287, 0.5 task/s, elapsed: 73s, ETA: 478s [>>>> ] 39/287, 0.5 task/s, elapsed: 73s, ETA: 466s [>>>> ] 40/287, 0.5 task/s, elapsed: 73s, ETA: 453s [>>>> ] 41/287, 0.6 task/s, elapsed: 73s, ETA: 440s [>>>> ] 42/287, 0.6 task/s, elapsed: 73s, ETA: 428s [>>>> ] 43/287, 0.6 task/s, elapsed: 73s, ETA: 416s [>>>> ] 44/287, 0.6 task/s, elapsed: 73s, ETA: 405s [>>>> ] 45/287, 0.6 task/s, elapsed: 73s, ETA: 395s [>>>> ] 46/287, 0.6 task/s, elapsed: 73s, ETA: 384s [>>>>> ] 47/287, 0.6 task/s, elapsed: 73s, ETA: 375s [>>>>> ] 48/287, 0.7 task/s, elapsed: 73s, ETA: 365s [>>>>> ] 49/287, 0.7 task/s, elapsed: 73s, ETA: 357s [>>>>> ] 50/287, 0.7 task/s, elapsed: 73s, ETA: 348s [>>>>> ] 51/287, 0.7 task/s, elapsed: 73s, ETA: 340s [>>>>> ] 52/287, 0.7 task/s, elapsed: 73s, ETA: 332s [>>>>> ] 53/287, 0.7 task/s, elapsed: 73s, ETA: 324s [>>>>> ] 54/287, 0.7 task/s, elapsed: 74s, ETA: 317s [>>>>> ] 55/287, 0.7 task/s, elapsed: 74s, ETA: 310s [>>>>>> ] 56/287, 0.8 task/s, elapsed: 74s, ETA: 303s [>>>>>> ] 57/287, 0.8 task/s, elapsed: 74s, ETA: 297s [>>>>>> ] 58/287, 0.8 task/s, elapsed: 74s, ETA: 290s [>>>>>> ] 59/287, 0.8 task/s, elapsed: 74s, ETA: 284s [>>>>>> ] 60/287, 0.8 task/s, elapsed: 74s, ETA: 278s [>>>>>> ] 61/287, 0.8 task/s, elapsed: 74s, ETA: 273s [>>>>>> ] 62/287, 0.8 task/s, elapsed: 74s, ETA: 267s [>>>>>> ] 63/287, 0.9 task/s, elapsed: 74s, ETA: 262s [>>>>>> ] 64/287, 0.9 task/s, elapsed: 74s, ETA: 257s [>>>>>>> ] 65/287, 0.9 task/s, elapsed: 74s, ETA: 252s [>>>>>>> ] 66/287, 0.9 task/s, elapsed: 74s, ETA: 247s [>>>>>>> ] 67/287, 0.9 task/s, elapsed: 75s, ETA: 248s [>>>>>>> ] 68/287, 0.9 task/s, elapsed: 75s, ETA: 243s [>>>>>>> ] 69/287, 0.9 task/s, elapsed: 75s, ETA: 238s [>>>>>>> ] 70/287, 0.9 task/s, elapsed: 76s, ETA: 236s [>>>>>>> ] 71/287, 0.9 task/s, elapsed: 78s, ETA: 238s [>>>>>>> ] 72/287, 0.9 task/s, elapsed: 78s, ETA: 234s [>>>>>>> ] 73/287, 0.9 task/s, elapsed: 78s, ETA: 229s [>>>>>>> ] 74/287, 0.9 task/s, elapsed: 78s, ETA: 225s [>>>>>>>> ] 75/287, 1.0 task/s, elapsed: 78s, ETA: 221s [>>>>>>>> ] 76/287, 1.0 task/s, elapsed: 78s, ETA: 218s [>>>>>>>> ] 77/287, 1.0 task/s, elapsed: 79s, ETA: 214s [>>>>>>>> ] 78/287, 1.0 task/s, elapsed: 79s, ETA: 211s [>>>>>>>> ] 79/287, 1.0 task/s, elapsed: 81s, ETA: 214s [>>>>>>>> ] 80/287, 1.0 task/s, elapsed: 81s, ETA: 211s [>>>>>>>> ] 81/287, 1.0 task/s, elapsed: 81s, ETA: 207s [>>>>>>>> ] 82/287, 1.0 task/s, elapsed: 82s, ETA: 204s [>>>>>>>> ] 83/287, 1.0 task/s, elapsed: 82s, ETA: 200s [>>>>>>>>> ] 84/287, 1.0 task/s, elapsed: 82s, ETA: 197s [>>>>>>>>> ] 85/287, 1.0 task/s, elapsed: 82s, ETA: 194s [>>>>>>>>> ] 86/287, 1.1 task/s, elapsed: 82s, ETA: 191s [>>>>>>>>> ] 87/287, 1.1 task/s, elapsed: 82s, ETA: 188s [>>>>>>>>> ] 88/287, 1.1 task/s, elapsed: 82s, ETA: 185s [>>>>>>>>> ] 89/287, 1.1 task/s, elapsed: 82s, ETA: 182s [>>>>>>>>> ] 90/287, 1.1 task/s, elapsed: 82s, ETA: 179s [>>>>>>>>> ] 91/287, 1.1 task/s, elapsed: 82s, ETA: 176s [>>>>>>>>> ] 92/287, 1.1 task/s, elapsed: 82s, ETA: 173s [>>>>>>>>>> ] 93/287, 1.1 task/s, elapsed: 82s, ETA: 170s [>>>>>>>>>> ] 94/287, 1.2 task/s, elapsed: 82s, ETA: 168s [>>>>>>>>>> ] 95/287, 1.2 task/s, elapsed: 82s, ETA: 165s [>>>>>>>>>> ] 96/287, 1.2 task/s, elapsed: 82s, ETA: 163s [>>>>>>>>>> ] 97/287, 1.2 task/s, elapsed: 82s, ETA: 160s [>>>>>>>>>> ] 98/287, 1.2 task/s, elapsed: 82s, ETA: 158s [>>>>>>>>>> ] 99/287, 1.2 task/s, elapsed: 82s, ETA: 155s [>>>>>>>>>> ] 100/287, 1.2 task/s, elapsed: 82s, ETA: 153s [>>>>>>>>>> ] 101/287, 1.2 task/s, elapsed: 82s, ETA: 151s [>>>>>>>>>> ] 102/287, 1.2 task/s, elapsed: 82s, ETA: 148s [>>>>>>>>>> ] 103/287, 1.3 task/s, elapsed: 82s, ETA: 146s [>>>>>>>>>> ] 104/287, 1.2 task/s, elapsed: 84s, ETA: 147s [>>>>>>>>>> ] 105/287, 1.2 task/s, elapsed: 85s, ETA: 147s [>>>>>>>>>>> ] 106/287, 1.3 task/s, elapsed: 85s, ETA: 145s [>>>>>>>>>>> ] 107/287, 1.3 task/s, elapsed: 85s, ETA: 143s [>>>>>>>>>>> ] 108/287, 1.3 task/s, elapsed: 85s, ETA: 141s [>>>>>>>>>>> ] 109/287, 1.3 task/s, elapsed: 85s, ETA: 139s [>>>>>>>>>>> ] 110/287, 1.3 task/s, elapsed: 85s, ETA: 137s [>>>>>>>>>>> ] 111/287, 1.3 task/s, elapsed: 85s, ETA: 135s [>>>>>>>>>>> ] 112/287, 1.3 task/s, elapsed: 85s, ETA: 133s [>>>>>>>>>>> ] 113/287, 1.3 task/s, elapsed: 85s, ETA: 131s [>>>>>>>>>>> ] 114/287, 1.3 task/s, elapsed: 85s, ETA: 130s [>>>>>>>>>>>> ] 115/287, 1.3 task/s, elapsed: 85s, ETA: 128s [>>>>>>>>>>>> ] 116/287, 1.4 task/s, elapsed: 85s, ETA: 126s [>>>>>>>>>>>> ] 117/287, 1.4 task/s, elapsed: 85s, ETA: 124s [>>>>>>>>>>>> ] 118/287, 1.4 task/s, elapsed: 85s, ETA: 122s [>>>>>>>>>>>> ] 119/287, 1.4 task/s, elapsed: 86s, ETA: 121s [>>>>>>>>>>>> ] 120/287, 1.4 task/s, elapsed: 86s, ETA: 119s [>>>>>>>>>>>> ] 121/287, 1.4 task/s, elapsed: 86s, ETA: 117s [>>>>>>>>>>>> ] 122/287, 1.4 task/s, elapsed: 86s, ETA: 116s [>>>>>>>>>>>> ] 123/287, 1.4 task/s, elapsed: 86s, ETA: 114s [>>>>>>>>>>>> ] 124/287, 1.4 task/s, elapsed: 86s, ETA: 113s [>>>>>>>>>>>>> ] 125/287, 1.5 task/s, elapsed: 86s, ETA: 111s [>>>>>>>>>>>>> ] 126/287, 1.5 task/s, elapsed: 86s, ETA: 110s [>>>>>>>>>>>>> ] 127/287, 1.5 task/s, elapsed: 86s, ETA: 108s [>>>>>>>>>>>>> ] 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[>>>>>>>>>>>>>>>> ] 160/287, 1.9 task/s, elapsed: 86s, ETA: 68s [>>>>>>>>>>>>>>>> ] 161/287, 1.9 task/s, elapsed: 86s, ETA: 67s [>>>>>>>>>>>>>>>> ] 162/287, 1.9 task/s, elapsed: 86s, ETA: 67s [>>>>>>>>>>>>>>>>> ] 163/287, 1.9 task/s, elapsed: 86s, ETA: 66s [>>>>>>>>>>>>>>>>> ] 164/287, 1.9 task/s, elapsed: 86s, ETA: 65s [>>>>>>>>>>>>>>>>> ] 165/287, 1.9 task/s, elapsed: 86s, ETA: 64s [>>>>>>>>>>>>>>>>> ] 166/287, 1.9 task/s, elapsed: 86s, ETA: 63s [>>>>>>>>>>>>>>>>> ] 167/287, 1.9 task/s, elapsed: 86s, ETA: 62s [>>>>>>>>>>>>>>>>> ] 168/287, 1.9 task/s, elapsed: 86s, ETA: 61s [>>>>>>>>>>>>>>>>> ] 169/287, 2.0 task/s, elapsed: 86s, ETA: 60s [>>>>>>>>>>>>>>>>> ] 170/287, 2.0 task/s, elapsed: 86s, ETA: 59s [>>>>>>>>>>>>>>>>> ] 171/287, 2.0 task/s, elapsed: 86s, ETA: 59s [>>>>>>>>>>>>>>>>> ] 172/287, 2.0 task/s, elapsed: 87s, ETA: 58s [>>>>>>>>>>>>>>>>>> ] 173/287, 2.0 task/s, elapsed: 87s, ETA: 57s [>>>>>>>>>>>>>>>>>> ] 174/287, 2.0 task/s, elapsed: 87s, ETA: 56s [>>>>>>>>>>>>>>>>>> ] 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ETA: 1s [>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 287/287, 1.1 task/s, elapsed: 258s, ETA: 0s
dataset version metric mode internvl-chat-20b
---------------------------- --------- ---------------------------- ------ -------------------
mmlu - naive_average gen 52.60
mmlu_pro - - - -
cmmlu - naive_average gen 57.00
ceval - naive_average gen 56.16
agieval - - - -
GaokaoBench - weighted_average gen 52.58
GPQA_extended - - - -
GPQA_main - - - -
GPQA_diamond - - - -
ARC-c - - - -
truthfulqa - - - -
triviaqa 2121ce score gen 31.23
triviaqa_wiki_1shot - - - -
nq 3dcea1 score gen 11.75
C3 8c358f accuracy gen 78.03
race-high 9a54b6 accuracy gen 77.39
flores_100 - - - -
winogrande b36770 accuracy gen 59.12
hellaswag e42710 accuracy gen 68.19
bbh - naive_average gen 40.85
gsm8k 1d7fe4 accuracy gen 55.12
math 393424 accuracy gen 33.54
TheoremQA 6f0af8 score gen 12.00
MathBench - - - -
openai_humaneval 8e312c humaneval_pass@1 gen 52.44
humaneval_plus - - - -
humanevalx - - - -
sanitized_mbpp a447ff score gen 50.58
mbpp_plus - - - -
mbpp_cn 6fb572 score gen 34.20
leval - - - -
leval_closed - - - -
leval_open - - - -
longbench - - - -
longbench_single-document-qa - - - -
longbench_multi-document-qa - - - -
longbench_summarization - - - -
longbench_few-shot-learning - - - -
longbench_synthetic-tasks - - - -
longbench_code-completion - - - -
teval - - - -
teval_zh - - - -
IFEval 3321a3 Prompt-level-strict-accuracy gen 31.05
IFEval 3321a3 Inst-level-strict-accuracy gen 43.17
IFEval 3321a3 Prompt-level-loose-accuracy gen 32.72
IFEval 3321a3 Inst-level-loose-accuracy gen 45.44
11/22 18:56:09 - OpenCompass - INFO - write summary to /mnt/petrelfs/wangweiyun/workspace_cz/InternVL/internvl_chat_dev/share_internvl/InternVL2_5-2B/20241122_183959/summary/summary_20241122_183959.txt
11/22 18:56:09 - OpenCompass - INFO - write csv to /mnt/petrelfs/wangweiyun/workspace_cz/InternVL/internvl_chat_dev/share_internvl/InternVL2_5-2B/20241122_183959/summary/summary_20241122_183959.csv