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Adding Arena Hard Auto #65

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asuvarna31
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@asuvarna31 asuvarna31 commented Jan 28, 2025 •
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Sample command :

python -m eval.eval\
    --model hf\
    --tasks arena_hard_auto\
    --model_args "pretrained=Qwen/Qwen1.5-1.8B-Chat" \
    --batch_size 2 \
    --output_path logs \
    --annotator_model gpt-4o-mini-2024-07-18 \

Sample Output :

"results": {
        "score": 5.56,
        "avg_tokens": 635.0
      }

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@neginraoof @RyanMarten feel free to review and test this.

neginraoof
neginraoof reviewed Jan 29, 2025
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Thanks a lot! Can you also update the reproduced_benchmarks.md with results?

eval/chat_benchmarks/arena_hard_auto/eval_instruct.py Outdated

## save a leaderboard in leaderboard dir
subprocess.run(['python', '-m', 'eval.chat_benchmarks.arena_hard_auto.show_result', '--judge-name', f'{self.annotator_model}', '--output'])
df = pd.read_csv(f'eval/chat_benchmarks/arena_hard_auto/leaderboard/arena_hard_leaderboard_{self.annotator_model}.csv')
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Thanks a lot @asuvarna31 !
Can we just avoid read/write to file? seems like we can just use the input model_results here?

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Addressed your comments @neginraoof

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@asuvarna31 @neginraoof