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Duplicated from  open-llm-leaderboard/open_llm_leaderboard

HuggingFaceH4

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human_eval_llm_leaderboard

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Hi H4 team,

Thanks for the great leaderboard. I'd like to suggest using a Bayesian approach to estimate the strengths of the models rather than the Elo update formula. This is really easy, and I have a notebook here implementing it: https://github.com/yuzu-ai/japanese-llm-ranking/blob/main/jrank/bradley-terry.ipynb . It lets you get optimal estimates of the model strengths + bayesian confidence regions. I'm happy to help with implementation.

Cheers,
Sam