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0 "model-acceleration" Awesome Lists

Awesome-Pruning

A curated list of neural network pruning resources.

awesome-list model-acceleration model-compression pruning

2,492 stars
331 forks
285 projects

Last updated: 26 May 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

2,393 stars
240 forks
737 projects

Last updated: 09 Jun 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

855 stars
161 forks
150 projects

Last updated: 26 May 2026

Awesome-Generation-Acceleration

📚 Collection of awesome generation acceleration resources.

diffusion-models efficient-deep-learning efficient-inference image-generation model-acceleration text-to-image text-to-video video-generation

399 stars
12 forks
102 projects

Last updated: 28 May 2026

awesome-multimodal-token-compression

[TMLR 2026] Survey: https://arxiv.org/pdf/2507.20198

awesome-list efficient-ai efficient-mllm long-context mllm model-acceleration token-compression

356 stars
22 forks
77 projects

Last updated: 29 May 2026

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

113 stars
18 forks
488 projects

Last updated: 09 Jun 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

18 stars
1 forks
59 projects

Last updated: 30 Apr 2026

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