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45 lines
1.4 KiB
Markdown
45 lines
1.4 KiB
Markdown
1 year ago
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## 评测复现
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- CEVAL
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```Shell
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wget https://huggingface.co/datasets/ceval/ceval-exam/resolve/main/ceval-exam.zip
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mkdir data/ceval
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mv ceval-exam.zip data/ceval
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cd data/ceval; unzip ceval-exam.zip
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cd ../../
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python evaluate_ceval.py -d data/ceval/
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```
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- MMLU
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```Shell
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wget https://people.eecs.berkeley.edu/~hendrycks/data.tar
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mkdir data/mmlu
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mv data.tar data/mmlu
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cd data/mmlu; tar xf data.tar
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cd ../../
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python evaluate_mmlu.py -d data/mmlu/data/
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```
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- HumanEval
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Get the HumanEval.jsonl file from [here](https://github.com/openai/human-eval/tree/master/data)
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```Shell
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python evaluate_humaneval.py -f HumanEval.jsonl -o HumanEval_res.jsonl
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git clone https://github.com/openai/human-eval
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pip install -e human-eval
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evaluate_functional_correctness HumanEval_res.jsonl
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```
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When installing package human-eval, please note its following disclaimer:
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This program exists to run untrusted model-generated code. Users are strongly encouraged not to do so outside of a robust security sandbox. The execution call in execution.py is deliberately commented out to ensure users read this disclaimer before running code in a potentially unsafe manner. See the comment in execution.py for more information and instructions.
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- GSM8K
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```Shell
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python evaluate_gsm8k.py
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```
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