Kai-Liu001 / Awesome-Model-QuantizationLinks
This repository contains low-bit quantization papers from 2020 to 2025 on top conference.
☆68Updated last month
Alternatives and similar repositories for Awesome-Model-Quantization
Users that are interested in Awesome-Model-Quantization are comparing it to the libraries listed below
Sorting:
- [CVPR 2025] APHQ-ViT: Post-Training Quantization with Average Perturbation Hessian Based Reconstruction for Vision Transformers☆31Updated 7 months ago
- The official implementation of BiViT: Extremely Compressed Binary Vision Transformers☆15Updated 2 years ago
- ☆14Updated 9 months ago
- BinaryViT: Pushing Binary Vision Transformers Towards Convolutional Models☆37Updated last year
- [ICLR'25] ARB-LLM: Alternating Refined Binarizations for Large Language Models☆27Updated 3 months ago
- List of papers related to Vision Transformers quantization and hardware acceleration in recent AI conferences and journals.☆96Updated last year
- PyTorch implementation of PTQ4DiT https://arxiv.org/abs/2405.16005☆40Updated last year
- The official implementation of the NeurIPS 2022 paper Q-ViT.☆100Updated 2 years ago
- ptq4vm official repository☆22Updated 7 months ago
- LSQ+ or LSQplus☆75Updated 9 months ago
- ☆29Updated 5 months ago
- [ECCV 2024] AdaLog: Post-Training Quantization for Vision Transformers with Adaptive Logarithm Quantizer☆36Updated 11 months ago
- The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…☆124Updated last month
- PyTorch code for our paper "Progressive Binarization with Semi-Structured Pruning for LLMs"☆12Updated last month
- [TMLR] Official PyTorch implementation of paper "Quantization Variation: A New Perspective on Training Transformers with Low-Bit Precisio…☆46Updated last year
- [ICML 2023] This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binar…☆55Updated last year
- This is a repository of Binary General Matrix Multiply (BGEMM) by customized CUDA kernel. Thank FP6-LLM for the wheels!☆17Updated last year
- Post-Training Quantization for Vision transformers.☆233Updated 3 years ago
- [CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric☆60Updated 2 years ago
- (ICCV 2023) Official implementation of Rectified Straight Through Estimator (ReSTE).☆29Updated last year
- Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.☆135Updated 3 years ago
- [ICLR2025]: OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitt…☆82Updated 7 months ago
- The official implementation of the ICML 2023 paper OFQ-ViT☆33Updated 2 years ago
- ☆78Updated 3 years ago
- ☆25Updated last year
- A list of papers, docs, codes about efficient AIGC. This repo is aimed to provide the info for efficient AIGC research, including languag…☆201Updated 9 months ago
- [CVPR 2025] Official repository for GETA☆35Updated 2 weeks ago
- The official implementation of the AAAI 2024 paper Bi-ViT.☆10Updated last year
- The code repository of "MBQ: Modality-Balanced Quantization for Large Vision-Language Models"☆66Updated 8 months ago
- DeiT implementation for Q-ViT☆25Updated 6 months ago