GlowQ: Group-Shared LOw-Rank Approximation for Quantized LLMs
arXiv:2603.25385v2 Announce Type: replace
Abstract: 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 representations, e.g…