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How Hugging Face Official Benchmark Leaderboards Actually Work: .eval_results YAML, the base_model Filter, and the 30% the Default View Hides

Community description: How Hugging Face benchmark leaderboards are built from .eval_results YAML, why base_model hides 30% of entries, and how to verify your rank.

Dev.to | Oct 5, 2026 | Ward Ed

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What are Hugging Face official benchmark leaderboards? How are Hugging Face leaderboard entries built from . eval_results YAML? Are Hugging Face official leaderboard scores verified?

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