Structured Gradient Guidance for Few-Shot Adaptation in Large Language Models

Hongye Zheng, Yichen Wang, Ray Pan +3

This paper presents a gradient-informed fine-tuning method for large language models under few-shot conditions. The goal is to enhance task adaptability and training stability when…