@article{exploringlayerwiseinformationeffectivene, title = {Exploring Layer-wise Information Effectiveness for Post-Training Quantization in Small Language Models}, author = {He Xiao and Qingyao Yang and Dirui Xie and Wendong Xu and Zunhai Su and Runming yang and Wenyong Zhou and Haobo Liu and Zhengwu Liu and Ngai Wong}, year = {2025}, eprint = {2508.03332}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.03332}, }