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edab1c07ba
* add ceval, gsm8k modelscope surpport * update race, mmlu, arc, cmmlu, commonsenseqa, humaneval and unittest * update bbh, flores, obqa, siqa, storycloze, summedits, winogrande, xsum datasets * format file * format file * update dataset format * support ms_dataset * udpate dataset for modelscope support * merge myl_dev and update test_ms_dataset * udpate dataset for modelscope support * update readme * update eval_api_zhipu_v2 * remove unused code * add get_data_path function * update readme * remove tydiqa japanese subset * add ceval, gsm8k modelscope surpport * update race, mmlu, arc, cmmlu, commonsenseqa, humaneval and unittest * update bbh, flores, obqa, siqa, storycloze, summedits, winogrande, xsum datasets * format file * format file * update dataset format * support ms_dataset * udpate dataset for modelscope support * merge myl_dev and update test_ms_dataset * update readme * udpate dataset for modelscope support * update eval_api_zhipu_v2 * remove unused code * add get_data_path function * remove tydiqa japanese subset * update util * remove .DS_Store * fix md format * move util into package * update docs/get_started.md * restore eval_api_zhipu_v2.py, add environment setting * Update dataset * Update * Update * Update * Update --------- Co-authored-by: Yun lin <yunlin@U-Q9X2K4QV-1904.local> Co-authored-by: Yunnglin <mao.looper@qq.com> Co-authored-by: Yun lin <yunlin@laptop.local> Co-authored-by: Yunnglin <maoyl@smail.nju.edu.cn> Co-authored-by: zhangsongyang <zhangsongyang@pjlab.org.cn> |
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| .. | ||
| hellaswag_10shot_gen_e42710.py | ||
| hellaswag_10shot_ppl_59c85e.py | ||
| hellaswag_clean_ppl.py | ||
| hellaswag_gen_6faab5.py | ||
| hellaswag_gen.py | ||
| hellaswag_ppl_7d7f2d.py | ||
| hellaswag_ppl_9dbb12.py | ||
| hellaswag_ppl_47bff9.py | ||
| hellaswag_ppl_a6e128.py | ||
| hellaswag_ppl.py | ||
| README.md | ||
HellaSwag
python3 run.py --models hf_internlm2_7b --datasets hellaswag_10shot_ppl_59c85e --debug
python3 run.py --models hf_internlm2_chat_7b --datasets hellaswag_10shot_gen_e42710 --debug
Base Models
| model | hellaswag |
|---|---|
| llama-7b-turbomind | 26.99 |
| llama-13b-turbomind | 34.21 |
| llama-30b-turbomind | 35.65 |
| llama-65b-turbomind | 44.63 |
| llama-2-7b-turbomind | 29.29 |
| llama-2-13b-turbomind | 45.06 |
| llama-2-70b-turbomind | 55.91 |
| llama-3-8b-turbomind | 50.86 |
| llama-3-70b-turbomind | 80.60 |
| internlm2-1.8b-turbomind | 44.86 |
| internlm2-7b-turbomind | 89.52 |
| internlm2-20b-turbomind | 91.41 |
| qwen-1.8b-turbomind | 38.04 |
| qwen-7b-turbomind | 64.62 |
| qwen-14b-turbomind | 85.88 |
| qwen-72b-turbomind | 90.40 |
| qwen1.5-0.5b-hf | 29.19 |
| qwen1.5-1.8b-hf | 42.32 |
| qwen1.5-4b-hf | 55.89 |
| qwen1.5-7b-hf | 68.51 |
| qwen1.5-14b-hf | 83.86 |
| qwen1.5-32b-hf | 87.28 |
| qwen1.5-72b-hf | 90.41 |
| qwen1.5-moe-a2-7b-hf | 72.42 |
| mistral-7b-v0.1-hf | 42.04 |
| mistral-7b-v0.2-hf | 46.24 |
| mixtral-8x7b-v0.1-hf | 66.22 |
| mixtral-8x22b-v0.1-hf | 79.66 |
| yi-6b-hf | 66.83 |
| yi-34b-hf | 83.83 |
| deepseek-7b-base-hf | 30.42 |
| deepseek-67b-base-hf | 70.75 |
Chat Models
| model | hellaswag |
|---|---|
| qwen1.5-0.5b-chat-hf | 29.60 |
| qwen1.5-1.8b-chat-hf | 41.71 |
| qwen1.5-4b-chat-hf | 60.45 |
| qwen1.5-7b-chat-hf | 71.58 |
| qwen1.5-14b-chat-hf | 79.70 |
| qwen1.5-32b-chat-hf | 88.56 |
| qwen1.5-72b-chat-hf | 89.37 |
| qwen1.5-110b-chat-hf | 91.11 |
| internlm2-chat-1.8b-hf | 60.47 |
| internlm2-chat-1.8b-sft-hf | 61.58 |
| internlm2-chat-7b-hf | 84.80 |
| internlm2-chat-7b-sft-hf | 85.21 |
| internlm2-chat-20b-hf | 88.48 |
| internlm2-chat-20b-sft-hf | 88.95 |
| llama-3-8b-instruct-hf | 74.39 |
| llama-3-70b-instruct-hf | 89.07 |
| llama-3-8b-instruct-lmdeploy | 73.31 |
| llama-3-70b-instruct-lmdeploy | 87.28 |
| mistral-7b-instruct-v0.1-hf | 53.00 |
| mistral-7b-instruct-v0.2-hf | 65.72 |
| mixtral-8x7b-instruct-v0.1-hf | 76.16 |