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open-instruct/scripts/eval/toxigen.sh

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# example scripts for toxigen
# evaluate an open-instruct model with chat format
python -m eval.toxigen.run_eval \
--data_dir data/eval/toxigen/ \
--save_dir tulu_65b \
--model_name_or_path tulu_65b/ \
--use_vllm \
--use_chat_format \
--chat_formatting_function eval.templates.create_prompt_with_tulu_chat_format
# evaluate a base model without chat format
python -m eval.toxigen.run_eval \
--data_dir data/eval/toxigen/ \
--save_dir tulu_65b \
--model_name_or_path tulu_65b/ \
--use_vllm
# evaluate chatGPT
python -m eval.toxigen.run_eval \
--data_dir data/eval/toxigen/ \
--save_dir results/toxigen/chatgpt \
--openai_engine gpt-3.5-turbo-0301 \
--max_prompts_per_group 100 \
--eval_batch_size 20
# evaluate gpt4
python -m eval.toxigen.run_eval \
--data_dir data/eval/toxigen/ \
--save_dir results/toxigen/gpt4 \
--openai_engine gpt-4-0314 \
--max_prompts_per_group 100 \
--eval_batch_size 20