LoRA-GA: Low-Rank Adaptation with Gradient Approximation

Shaowen Wang, Linxi Yu, Jian Li

Fine-tuning large-scale pretrained models is prohibitively expensive in terms of computational and memory costs. LoRA, as one of the most popular Parameter-Efficient Fine-Tuning (P…