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Achieving a 9.92 percentage point boost in functional correctness for code generation without changing the backbone model architecture is a game-changer for LLM applications.
LLMs can be surprisingly brittle: simply rephrasing a prompt, even while preserving its meaning, can cause them to completely abandon the requested output format.
