NUPES : Non-Uniform Post-Training Quantization via Power Exponent Search

10 August 2023

Papers citing "NUPES : Non-Uniform Post-Training Quantization via Power Exponent Search"

7 / 7 papers shown

Title
SKIM: Any-bit Quantization Pushing The Limits of Post-Training Quantization Runsheng Bai Qiang Liu B. Liu MQ 59 1 0 05 Dec 2024
A Comprehensive Survey of Compression Algorithms for Language Models Seungcheol Park Jaehyeon Choi Sojin Lee U. Kang MQ 24 11 0 27 Jan 2024
Network Memory Footprint Compression Through Jointly Learnable Codebooks and Mappings Vittorio Giammarino Arnaud Dapogny Kévin Bailly MQ 22 1 0 29 Sep 2023
Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs Wenhua Cheng Weiwei Zhang Haihao Shen Yiyang Cai Xin He Kaokao Lv Yi. Liu MQ 24 21 0 11 Sep 2023
Gradient-Based Post-Training Quantization: Challenging the Status Quo Edouard Yvinec Arnaud Dapogny Kévin Bailly MQ 16 0 0 15 Aug 2023
SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation Cong Guo Yuxian Qiu Jingwen Leng Xiaotian Gao Chen Zhang Yunxin Liu Fan Yang Yuhao Zhu Minyi Guo MQ 63 70 0 14 Feb 2022
Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights Aojun Zhou Anbang Yao Yiwen Guo Lin Xu Yurong Chen MQ 311 1,047 0 10 Feb 2017