一作ACL 2026Findings· Findings of ACL
S mart AD : Capacity-Aligned Agent Distillation for Small Language Models
Guokai Tang · Feng Zhao
摘要
Large language models (LLMs) show strong reasoning and decision-making ability, but their high inference cost motivates transferring agentic skills to small language models (SLMs). Agent distillation trains SLMs on full reason–act–observe trajectories from a tool-using teacher, enabling SLMs to a...