CircuitSeer: Mining High-Quality Data by Probing Mathematical Reasoning Circuits in LLMs

CircuitSeer introduces a novel framework for mining high-quality training data by probing internal reasoning circuits in LLMs, enabling efficient fine-tuning...

Level: advanced

By Shaobo Wang, Yongliang Miao, Yuancheng Liu, Qianli Ma, Ning Liao, Linfeng Zhang

Category: research