@article{optimizeweightroundingviasignedgradient, title = {Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs}, author = {Wenhua Cheng and Weiwei Zhang and Haihao Shen and Yiyang Cai and Xin He and Kaokao Lv and Yi Liu}, year = {2023}, eprint = {2309.05516}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2309.05516v5}, }