CoSA: Compressed Sensing-Based Adaptation of Large Language Models

Songtao Wei, Yi Li, Bohan Zhang +6

Parameter-Efficient Fine-Tuning (PEFT) has emerged as a practical paradigm for adapting large language models (LLMs) without updating all parameters. Most existing approaches, such…