SpinQuant: LLM quantization with learned rotations

SpinQuant: LLM quantization with learned rotations

21 February 2025

Changsheng Zhao

Dhruv Choudhary

Raghuraman Krishnamoorthi

Tijmen Blankevoort

Papers citing "SpinQuant: LLM quantization with learned rotations"

11 / 61 papers shown

Title
Art and Science of Quantizing Large-Scale Models: A Comprehensive Overview Yanshu Wang Tong Yang Xiyan Liang Guoan Wang Hanning Lu Xu Zhe Yaoming Li Li Weitao MQ 39 3 0 18 Sep 2024
RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization Xijie Huang Zechun Liu Shih-yang Liu Kwang-Ting Cheng MQ 35 7 0 10 Jul 2024
VcLLM: Video Codecs are Secretly Tensor Codecs Ceyu Xu Yongji Wu Xinyu Yang Beidi Chen Matthew Lentz Danyang Zhuo Lisa Wu Wills 50 0 0 29 Jun 2024
BoA: Attention-aware Post-training Quantization without Backpropagation Junhan Kim Ho-Young Kim Eulrang Cho Chungman Lee Joonyoung Kim Yongkweon Jeon MQ 33 0 0 19 Jun 2024
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model Yang Sui Yanyu Li Anil Kag Yerlan Idelbayev Junli Cao Ju Hu Dhritiman Sagar Bo Yuan Sergey Tulyakov Jian Ren MQ 39 18 0 06 Jun 2024
ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation Tianchen Zhao Tongcheng Fang Haofeng Huang Enshu Liu Widyadewi Soedarmadji ... Shengen Yan Huazhong Yang Xuefei Ning Xuefei Ning Yu Wang MQ VGen 112 25 0 04 Jun 2024
A Survey on Efficient Inference for Large Language Models Zixuan Zhou Xuefei Ning Ke Hong Tianyu Fu Jiaming Xu ... Shengen Yan Guohao Dai Xiao-Ping Zhang Yuhan Dong Yu-Xiang Wang 46 83 0 22 Apr 2024
An empirical study of LLaMA3 quantization: from LLMs to MLLMs Wei Huang Xingyu Zheng Xudong Ma Haotong Qin Chengtao Lv Hong Chen Jie Luo Xiaojuan Qi Xianglong Liu Michele Magno MQ 59 38 0 22 Apr 2024
QuIP#: Even Better LLM Quantization with Hadamard Incoherence and Lattice Codebooks Albert Tseng Jerry Chee Qingyao Sun Volodymyr Kuleshov Christopher De Sa MQ 126 95 0 06 Feb 2024
SliceGPT: Compress Large Language Models by Deleting Rows and Columns Saleh Ashkboos Maximilian L. Croci Marcelo Gennari do Nascimento Torsten Hoefler James Hensman VLM 132 145 0 26 Jan 2024
Extreme Compression of Large Language Models via Additive Quantization Vage Egiazarian Andrei Panferov Denis Kuznedelev Elias Frantar Artem Babenko Dan Alistarh MQ 100 90 0 11 Jan 2024