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Benchmarks 201: Why Leaderboards > Arenas >> LLM-as-Judge
https://www.latent.space/p/benchmarks-201
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Clémentine Fourier of HuggingFace on why you should stop using LLMs as Judges, what comes after MMLU, how prompts formatting sways benchmark results, and why leaderboards are GPU poor
