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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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|---|---|---|
| .. | ||
| README.md | ||
| triviaqa_gen_3e39a5.py | ||
| triviaqa_gen_429db5.py | ||
| triviaqa_gen_0356ec.py | ||
| triviaqa_gen_2121ce.py | ||
| triviaqa_gen_d297bb.py | ||
| triviaqa_gen.py | ||
| triviaqa_wiki_1shot_gen_20a989.py | ||
| triviaqa_wiki_1shot_gen_bc5f21.py | ||
| triviaqa_wiki_1shot_gen_eaf81e.py | ||
| triviaqa_wiki_gen_d18bf4.py | ||
TriviaQA
python3 run.py --models hf_internlm2_7b --datasets triviaqa_wiki_1shot_gen_20a989 --debug
python3 run.py --models hf_internlm2_chat_7b --datasets triviaqa_wiki_1shot_gen_eaf81e --debug
Base Models
| model | triviaqa |
|---|---|
| llama-7b-turbomind | 40.39 |
| llama-13b-turbomind | 66.41 |
| llama-30b-turbomind | 75.90 |
| llama-65b-turbomind | 82.26 |
| llama-2-7b-turbomind | 43.21 |
| llama-2-13b-turbomind | 71.32 |
| llama-2-70b-turbomind | 67.45 |
| llama-3-8b-turbomind | 71.24 |
| llama-3-70b-turbomind | 88.16 |
| internlm2-1.8b-turbomind | 38.42 |
| internlm2-7b-turbomind | 69.15 |
| internlm2-20b-turbomind | 74.03 |
| qwen-1.8b-turbomind | 22.76 |
| qwen-7b-turbomind | 53.61 |
| qwen-14b-turbomind | 49.72 |
| qwen-72b-turbomind | 79.13 |
| qwen1.5-0.5b-hf | 21.24 |
| qwen1.5-1.8b-hf | 34.32 |
| qwen1.5-4b-hf | 44.59 |
| qwen1.5-7b-hf | 56.60 |
| qwen1.5-14b-hf | 59.96 |
| qwen1.5-32b-hf | 56.20 |
| qwen1.5-72b-hf | 77.81 |
| qwen1.5-moe-a2-7b-hf | 65.49 |
| mistral-7b-v0.1-hf | 72.93 |
| mistral-7b-v0.2-hf | 70.91 |
| mixtral-8x7b-v0.1-hf | 85.05 |
| mixtral-8x22b-v0.1-hf | 89.47 |
| yi-6b-hf | 23.76 |
| yi-34b-hf | 14.73 |
| deepseek-7b-base-hf | 59.48 |
| deepseek-67b-base-hf | 72.15 |
Chat Models
| model | triviaqa |
|---|---|
| qwen1.5-0.5b-chat-hf | 19.84 |
| qwen1.5-1.8b-chat-hf | 35.81 |
| qwen1.5-4b-chat-hf | 48.93 |
| qwen1.5-7b-chat-hf | 53.65 |
| qwen1.5-14b-chat-hf | 62.58 |
| qwen1.5-32b-chat-hf | 74.72 |
| qwen1.5-72b-chat-hf | 83.25 |
| qwen1.5-110b-chat-hf | 86.20 |
| internlm2-chat-1.8b-hf | 46.69 |
| internlm2-chat-1.8b-sft-hf | 46.50 |
| internlm2-chat-7b-hf | 69.54 |
| internlm2-chat-7b-sft-hf | 70.75 |
| internlm2-chat-20b-hf | 75.53 |
| internlm2-chat-20b-sft-hf | 75.90 |
| llama-3-8b-instruct-hf | 78.99 |
| llama-3-70b-instruct-hf | 89.79 |
| llama-3-8b-instruct-lmdeploy | 76.77 |
| llama-3-70b-instruct-lmdeploy | 89.62 |
| mistral-7b-instruct-v0.1-hf | 62.94 |
| mistral-7b-instruct-v0.2-hf | 67.72 |
| mixtral-8x7b-instruct-v0.1-hf | 79.57 |