MergeQuant: Accurate 4-bit Static Quantization of Large Language Models by Channel-wise Calibration

Jinguang Wang, Jingyu Wang, Haifeng Sun +6

Quantization has been widely used to compress and accelerate inference of large language models (LLMs). Existing methods focus on exploring the per-token dynamic calibration to ens…