Echo-LoRA: Parameter-Efficient Fine-Tuning via Cross-Layer Representation Injection

Yihang Peng, Peng Jin, Jie Gong +4

Parameter-efficient fine-tuning (PEFT) has become a practical route for adapting large language models to downstream tasks, with LoRA-style methods being particularly attractive be…