Path-Consistency with Prefix Enhancement for Efficient Inference in LLMs

Jiace Zhu, Yuanzhe Huang, Yingtao Shen +2

To enhance the reasoning capabilities of large language models (LLMs), self-consistency has become a popular approach, combining multiple samplings with majority voting. However, c…