An open API service indexing awesome lists of open source software.

0 "model-compression" Awesome Lists

Awesome-Pruning

A curated list of neural network pruning resources.

awesome-list model-acceleration model-compression pruning

2,493 stars
332 forks
285 projects

Last updated: 12 Apr 2026

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

2,356 stars
234 forks
735 projects

Last updated: 20 Apr 2026

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

857 stars
161 forks
150 projects

Last updated: 10 Apr 2026

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

541 stars
62 forks
116 projects

Last updated: 25 Mar 2026

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

445 stars
84 forks
31 projects

Last updated: 11 Apr 2026

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

205 stars
9 forks
266 projects

Last updated: 26 Mar 2026

awesome-model-compression

papers about model compression

model-compression

166 stars
37 forks
961 projects

Last updated: 19 Nov 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

104 stars
14 forks
289 projects

Last updated: 23 Mar 2026

Awesome-Diffusion-Quantization

A list of papers, docs, codes about diffusion quantization.This repo collects various quantization methods for the Diffusion Models. Welcome to PR the works (papers, repositories) missed by the repo.

awesome diffusion-models model-acceleration model-compression model-quantization

16 stars
1 forks
59 projects

Last updated: 26 Mar 2026

awesome-deep-model-compression

Awesome Deep Model Compression

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

3 stars
0 forks
37 projects

Last updated: 18 Mar 2026

Awesome-Activation-Sparsification

A curated list of neural network activation sparsification resources.

activation-sparsification awesome deep-learning efficient-deep-learning model-compression sparsification sparsity

1 stars
0 forks
43 projects

Last updated: 20 Nov 2025

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