GlowQ: Group-Shared LOw-Rank Approximation for Quantized LLMs

Selim An, Il hong Suh, Yeseong Kim

Quantization techniques such as BitsAndBytes, AWQ, and GPTQ are widely used as a standard method in deploying large language models but often degrades accuracy when using low-bit r…