S3LoRA: Safe Spectral Sharpness-Guided Pruning in Adaptation of Agent Planner

Shuang Ao, Gopal Rumchurn

Adapting Large Language Models (LLMs) using parameter-efficient fine-tuning (PEFT) techniques such as LoRA has enabled powerful capabilities in LLM-based agents. However, these ada…