How Much Parameter Redundancy Exists in LoRA? New Research: Cutting 95% Can Maintain High Performance

How Much Parameter Redundancy Exists in LoRA? New Research: Cutting 95% Can Maintain High Performance

Reported by Machine Heart Editor: Zhang Qian How much parameter redundancy exists in LoRA? This innovative research introduces the LoRI technology, which demonstrates that even significantly reducing the trainable parameters of LoRA can still maintain strong model performance. The research team tested LoRI on mathematical reasoning, code generation, safety alignment, and eight natural language understanding … Read more