@article{calibrationandtransformationfreeweighton, title = {Calibration and Transformation-Free Weight-Only LLMs Quantization via Dynamic Grouping}, author = {Xinzhe Zheng and Zhen-Qun Yang and Zishan Liu and Haoran Xie and S. Joe Qin and Arlene Chen and Fangzhen Lin}, year = {2025}, eprint = {2509.03054}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.03054}, }