Waldek Mastykarz 6/17/2025

Language model benchmarks only tell half a story

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This article argues that standard language model benchmarks are often misleading for specific applications. It details the author's experience building a custom benchmark for Dev Proxy and provides a framework for creating your own benchmarks with test cases, evaluation criteria, and scoring systems tailored to your specific use case.

Language model benchmarks only tell half a story

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