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679506b6ac
* Add IFEVAL evaluation. * Add xstest evaluation. * Fix a bug in Xstest. We should use 0 temperature for querying GPT4 to classify. * Download punkt when buiding docker. * Bump openai library version. * Change the prompt for Xstest refusal classification. * Update scripts/submit_eval_jobs.py Co-authored-by: Hamish Ivison <[email protected]>
39 lines
1.3 KiB
Bash
Executable File
39 lines
1.3 KiB
Bash
Executable File
# Here we use 1 GPU for demonstration, but you can use multiple GPUs and larger eval_batch_size to speed up the evaluation.
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# export CUDA_VISIBLE_DEVICES=0
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# Evaluating tulu 7B model using chat format
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python -m eval.ifeval.run_eval \
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--data_dir data/eval/ifeval/ \
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--save_dir results/ifeval/tulu-7B-sft \
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--model ../checkpoints/tulu2/7B-sft \
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--tokenizer ../checkpoints/tulu2/7B-sft \
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--use_chat_format \
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--chat_formatting_function eval.templates.create_prompt_with_tulu_chat_format \
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--use_vllm
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# Evaluating tulu 70B dpo model using chat format
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python -m eval.ifeval.run_eval \
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--data_dir data/eval/ifeval/ \
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--save_dir results/ifeval/tulu-70B-dpo \
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--model allenai/tulu-2-dpo-70b \
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--tokenizer allenai/tulu-2-dpo-70b \
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--use_chat_format \
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--chat_formatting_function eval.templates.create_prompt_with_tulu_chat_format \
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--use_vllm
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# Evaluating chatgpt
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python -m eval.ifeval.run_eval \
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--data_dir data/eval/ifeval/ \
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--save_dir results/ifeval/chatgpt-no-cot \
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--openai_engine "gpt-3.5-turbo-0125" \
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--eval_batch_size 20
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# Evaluating gpt4
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python -m eval.ifeval.run_eval \
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--data_dir data/eval/ifeval/ \
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--save_dir results/ifeval/gpt4-cot \
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--openai_engine "gpt-4-0613" \
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--eval_batch_size 20 |