LACE-SVD: Loss-Aware SVD with Cumulative Error Correction for LLM Compression

Zhuowen Liu, Longkun Hao, Shiyu Feng +3

The rapid growth in the parameter scale of large language models (LLMs) has created a strong demand for efficient compression techniques. As a hardware-agnostic and highly compatib…