Training Small Language Models for Transferable Tool Selection

Zhaoyi Zhou, Akshayaa Magesh, Jeongyeol Kwon +4

As LLM agents operate over corpora of more than ten thousand tools, selecting the right tool for a complex multi-step user instruction becomes a central bottleneck. Tool descriptio…