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70 lines
2.6 KiB
Markdown
70 lines
2.6 KiB
Markdown
# HumanEval
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```bash
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python3 run.py --models hf_internlm2_7b --datasets deprecated_humaneval_gen_d2537e --debug
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python3 run.py --models hf_internlm2_chat_7b --datasets humaneval_gen_8e312c --debug
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```
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## Base Models
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| model | pass@1 |
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|:------------------------:|---------:|
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| llama-7b-turbomind | 12.80 |
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| llama-13b-turbomind | 15.24 |
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| llama-30b-turbomind | 9.15 |
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| llama-65b-turbomind | 7.32 |
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| llama-2-7b-turbomind | 14.02 |
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| llama-2-13b-turbomind | 15.24 |
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| llama-2-70b-turbomind | 15.24 |
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| llama-3-8b-turbomind | 28.05 |
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| llama-3-70b-turbomind | 28.05 |
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| internlm2-1.8b-turbomind | 30.49 |
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| internlm2-7b-turbomind | 48.17 |
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| internlm2-20b-turbomind | 51.83 |
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| qwen-1.8b-turbomind | 16.46 |
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| qwen-7b-turbomind | 23.78 |
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| qwen-14b-turbomind | 23.78 |
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| qwen-72b-turbomind | 66.46 |
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| qwen1.5-0.5b-hf | 8.54 |
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| qwen1.5-1.8b-hf | 23.17 |
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| qwen1.5-4b-hf | 41.46 |
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| qwen1.5-7b-hf | 53.05 |
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| qwen1.5-14b-hf | 57.32 |
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| qwen1.5-32b-hf | 70.12 |
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| qwen1.5-72b-hf | 65.85 |
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| qwen1.5-moe-a2-7b-hf | 45.73 |
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| mistral-7b-v0.1-hf | 14.02 |
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| mistral-7b-v0.2-hf | 9.15 |
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| mixtral-8x7b-v0.1-hf | 24.39 |
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| mixtral-8x22b-v0.1-hf | 16.46 |
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| yi-6b-hf | 14.63 |
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| yi-34b-hf | 17.07 |
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| deepseek-7b-base-hf | 18.29 |
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| deepseek-67b-base-hf | 23.17 |
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## Chat Models
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| model | pass@1 |
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|:-----------------------------:|---------:|
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| qwen1.5-0.5b-chat-hf | 9.15 |
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| qwen1.5-1.8b-chat-hf | 15.85 |
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| qwen1.5-4b-chat-hf | 30.49 |
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| qwen1.5-7b-chat-hf | 40.85 |
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| qwen1.5-14b-chat-hf | 50.00 |
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| qwen1.5-32b-chat-hf | 57.93 |
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| qwen1.5-72b-chat-hf | 60.37 |
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| qwen1.5-110b-chat-hf | 65.24 |
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| internlm2-chat-1.8b-hf | 33.54 |
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| internlm2-chat-1.8b-sft-hf | 34.15 |
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| internlm2-chat-7b-hf | 56.71 |
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| internlm2-chat-7b-sft-hf | 61.59 |
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| internlm2-chat-20b-hf | 67.68 |
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| internlm2-chat-20b-sft-hf | 67.68 |
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| llama-3-8b-instruct-hf | 55.49 |
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| llama-3-70b-instruct-hf | 70.73 |
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| llama-3-8b-instruct-lmdeploy | 57.93 |
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| llama-3-70b-instruct-lmdeploy | 70.73 |
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| mistral-7b-instruct-v0.1-hf | 32.32 |
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| mistral-7b-instruct-v0.2-hf | 29.27 |
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| mixtral-8x7b-instruct-v0.1-hf | 34.15 |
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