COMPAS jointly optimizes model, prompt, and decoding settings separately for easy, medium, and hard code tasks, lifting LiveCodeBench pass@1 from 45.9% to 52.8% at 7.4x lower cost.
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COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation
COMPAS jointly optimizes model, prompt, and decoding settings separately for easy, medium, and hard code tasks, lifting LiveCodeBench pass@1 from 45.9% to 52.8% at 7.4x lower cost.