tianyic / only_train_once_personal_footprint
OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, Diffusion, LLM
☆293Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for only_train_once_personal_footprint
- This is a collection of our zero-cost NAS and efficient vision applications.☆377Updated last year
- [IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer☆308Updated last year
- Pytorch implementation of BRECQ, ICLR 2021☆253Updated 3 years ago
- Awasome Papers and Resources in Deep Neural Network Pruning with Source Code.☆134Updated 2 months ago
- Model Quantization Benchmark☆765Updated 5 months ago
- Post-Training Quantization for Vision transformers.☆190Updated 2 years ago
- ☆214Updated 2 years ago
- A model compression and acceleration toolbox based on pytorch.☆327Updated 10 months ago
- ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting (ICCV 2021)☆288Updated last year
- ☆195Updated 3 years ago
- [NeurIPS 2022] A Fast Post-Training Pruning Framework for Transformers☆171Updated last year
- Offline Quantization Tools for Deploy.☆116Updated 10 months ago
- A list of papers, docs, codes about efficient AIGC. This repo is aimed to provide the info for efficient AIGC research, including languag…☆153Updated 2 weeks ago
- A simple network quantization demo using pytorch from scratch.☆511Updated last year
- Code for the NeurIPS 2022 paper "Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning".☆104Updated last year
- ☆223Updated 3 years ago
- The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…☆113Updated last year
- ☆302Updated 11 months ago
- Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. Th…☆328Updated this week
- A library for researching neural networks compression and acceleration methods.☆136Updated 2 months ago
- Official code for our CVPR'22 paper “Vision Transformer Slimming: Multi-Dimension Searching in Continuous Optimization Space”☆246Updated last year
- List of papers related to neural network quantization in recent AI conferences and journals.☆458Updated last month
- Code repo for the paper "LLM-QAT Data-Free Quantization Aware Training for Large Language Models"☆254Updated 2 months ago
- ☆169Updated 3 months ago
- Official repo of RepOptimizers and RepOpt-VGG☆254Updated last year
- This repository contains integer operators on GPUs for PyTorch.☆183Updated last year
- 针对pytorch模型的自动化模型结构分析和修改工具集,包含自动分析模型结构的模型压缩算法库☆244Updated last year
- Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.☆413Updated last year
- In progress.☆65Updated 7 months ago
- ☆122Updated last year