ALoRA: Allocating Low-Rank Adaptation for Fine-tuning Large Language Models

Zequan Liu, Jiawen Lyn, Wei Zhu +2

Parameter-efficient fine-tuning (PEFT) is widely studied for its effectiveness and efficiency in the era of large language models. Low-rank adaptation (LoRA) has demonstrated comme…