Statistically-Lossless Quantization of Large Language Models
arXiv:2605.02404v1 Announce Type: new
Abstract: Model quantization has become essential for efficient large language model deployment, yet existing approaches involve clear trade-offs: methods such as GPTQ and AWQ achieve practical compression but are…