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AIBullisharXiv โ€“ CS AI ยท 14h ago7/10
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ExecTune: Effective Steering of Black-Box LLMs with Guide Models

Researchers introduce ExecTune, a training methodology for optimizing black-box LLM systems where a guide model generates strategies executed by a core model. The approach improves accuracy by up to 9.2% while reducing inference costs by 22.4%, enabling smaller models like Claude Haiku to match larger competitors at significantly lower computational expense.

๐Ÿง  Claude๐Ÿง  Haiku๐Ÿง  Sonnet