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"model-compression" Awesome Lists

Awesome-Pruning

A curated list of neural network pruning resources.

awesome-list model-acceleration model-compression pruning

2,476 stars
332 forks
285 projects

Last updated: 29 Sep 2025

Awesome-Model-Quantization

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

awesome binarized-neural-networks binary-network deep-learning efficient-deep-learning lightweight-neural-network model-acceleration model-compression model-quantization quantization

2,225 stars
227 forks
529 projects

Last updated: 01 Oct 2025

awesome-AutoML-and-Lightweight-Models

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

architecture-search automated-feature-engineering automl awesome-list hyperparameter-optimization meta-learning model-acceleration model-compression nas neural-architecture-search

854 stars
159 forks
150 projects

Last updated: 25 Sep 2025

awesome-ml-model-compression

Awesome machine learning model compression research papers, quantization, tools, and learning material.

awesome-list machine-learning model-compression neural-networks pruning quantization

539 stars
61 forks
116 projects

Last updated: 20 Sep 2025

awesome-ai-infrastructures

Infrastructures™ for Machine Learning Training/Inference in Production.

apache-arrow apache-mesos apache-spark artificial-intelligence awesome-list deep-learning deep-learning-framework federated-learning knowledge-distillation kubernetes

426 stars
75 forks
31 projects

Last updated: 15 Sep 2025

Awesome-Efficient-AIGC

A list of papers, docs, codes about efficient AIGC. This repo is aimed to provide the info for efficient AIGC research, including language and vision, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

aigc awesome diffusion-models distillation efficient-deep-learning generative-model large-language-models llm model-compression model-quantization

193 stars
11 forks
266 projects

Last updated: 12 Sep 2025

awesome-model-compression

papers about model compression

model-compression

166 stars
37 forks
961 projects

Last updated: 03 Jun 2025

Awesome-EdgeAI

Resources of our survey paper "Optimizing Edge AI: A Comprehensive Survey on Data, Model, and System Strategies"

awesome-list data-preprocessing deep-learning edge-ai edge-computing efficient-algorithm machine-learning model-acceleration model-compression model-deployment

92 stars
9 forks
289 projects

Last updated: 05 Sep 2025

awesome-deep-model-compression

Awesome Deep Model Compression

awesome-list deep-learning model-compression model-distillation neural-network pruning python quantization

2 stars
0 forks
37 projects

Last updated: 10 Feb 2023

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18 front-end 18 bugbounty 18 startup 18 ai-tools 18 llama 18 graphql 18 machinelearning 18 generative-art 17 cloud-native 17 algorithm 17 backend 17 software-development 17 optimization 17 knowledge 17 transformers 17 stable-diffusion 17 containers 17 language 17 aigc 17 cheatsheet 17 decentralized 17 image-processing 17 code 17 networking 16 analytics 16 microservices 16 webgl 16 articles 16 bert 16 big-data 16 cms 16 seo 16 nerf 16 data-structures 16 readme 15 autonomous-vehicles 15 monitoring 15 icons 15 pentest 15 technology 15 open-data 15 ros 15 animation 15 resource 15 dart 15 graphics 15 detection 15 art 14 mac 14 large-language-model 14 multimodal-deep-learning 14 telegram 14 oss 14 node 14 react-components 14 p2p 14 mysql 14 distributed-systems 14 finance 14 videos 14 data-engineering 14 language-model 14 vuejs 14 selfhosted 14 prompt 14 android-development 14 recommender-system 14 deepseek 14 awesome-ai 14 performance 14 terminal 14 unicorns 14 code-generation 14 webassembly 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