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Reading an official Hugging Face leaderboard: protocols, majority vote and reproducibility

This story is from 2026-09-28. It is preserved in the archive; the latest stories are on the live feed.

TL;DR — Hugging Face now marks selected benchmark datasets as official and builds their leaderboards from .eval_results/*.yaml files in model repositories. Scores are self-reported, so the evaluation protocol is what makes a number comparable. This post walks through the protocol behind Darwin-180B…

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  1. 2026-09-28 08:02 · DEV Community — AI
    Reading an official Hugging Face leaderboard: protocols, majority vote and reproducibility

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