Summary of Restructuring Vector Quantization with the Rotation Trick, by Christopher Fifty et al.
Restructuring Vector Quantization with the Rotation Trickby Christopher Fifty, Ronald G. Junkins, Dennis Duan, Aniketh…
Summary of Mixture Compressor For Mixture-of-experts Llms Gains More, by Wei Huang et al.
Mixture Compressor for Mixture-of-Experts LLMs Gains Moreby Wei Huang, Yue Liao, Jianhui Liu, Ruifei He,…
Summary of Qt-dog: Quantization-aware Training For Domain Generalization, by Saqib Javed et al.
QT-DoG: Quantization-aware Training for Domain Generalizationby Saqib Javed, Hieu Le, Mathieu SalzmannFirst submitted to arxiv…
Summary of Qera: An Analytical Framework For Quantization Error Reconstruction, by Cheng Zhang et al.
QERA: an Analytical Framework for Quantization Error Reconstructionby Cheng Zhang, Jeffrey T. H. Wong, Can…
Summary of Accelerating Error Correction Code Transformers, by Matan Levy et al.
Accelerating Error Correction Code Transformersby Matan Levy, Yoni Choukroun, Lior WolfFirst submitted to arxiv on:…
Summary of Palmbench: a Comprehensive Benchmark Of Compressed Large Language Models on Mobile Platforms, by Yilong Li et al.
PalmBench: A Comprehensive Benchmark of Compressed Large Language Models on Mobile Platformsby Yilong Li, Jingyu…
Summary of Prefixquant: Eliminating Outliers by Prefixed Tokens For Large Language Models Quantization, By Mengzhao Chen et al.
PrefixQuant: Eliminating Outliers by Prefixed Tokens for Large Language Models Quantizationby Mengzhao Chen, Yi Liu,…
Summary of Resource-aware Mixed-precision Quantization For Enhancing Deployability Of Transformers For Time-series Forecasting on Embedded Fpgas, by Tianheng Ling et al.
Resource-aware Mixed-precision Quantization for Enhancing Deployability of Transformers for Time-series Forecasting on Embedded FPGAsby Tianheng…
Summary of Mitigating Adversarial Perturbations For Deep Reinforcement Learning Via Vector Quantization, by Tung M. Luu et al.
Mitigating Adversarial Perturbations for Deep Reinforcement Learning via Vector Quantizationby Tung M. Luu, Thanh Nguyen,…
Summary of Arb-llm: Alternating Refined Binarizations For Large Language Models, by Zhiteng Li et al.
ARB-LLM: Alternating Refined Binarizations for Large Language Modelsby Zhiteng Li, Xianglong Yan, Tianao Zhang, Haotong…