VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks

Yang Li, Shaobo Han, Shihao Ji

As the adoption of large language models increases and the need for per-user or per-task model customization grows, the parameter-efficient fine-tuning (PEFT) methods, such as low-…