Jiachen Pu

STAR: Similarity-guided Teacher-Assisted Refinement for Super-Tiny Function Calling Models

The proliferation of Large Language Models (LLMs) in function calling is pivotal for creating advanced AI agents, yet their large scale hinders widespread adoption, necessitating transferring their capabilities into smaller ones. However, existing paradigms are often plagued by overfitting, training…