0 "model-acceleration" Awesome Lists
Awesome-Pruning
A curated list of neural network pruning resources.
awesome-list model-acceleration model-compression pruning
2,491 stars
332 forks
285 projects
Last updated: 04 Feb 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
2,314 stars
231 forks
530 projects
Last updated: 22 Jan 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
158 forks
150 projects
Last updated: 12 Jan 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
387 stars
13 forks
102 projects
Last updated: 02 Feb 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
284 stars
19 forks
101 projects
Last updated: 27 Jan 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
99 stars
13 forks
289 projects
Last updated: 05 Feb 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
11 stars
1 forks
59 projects
Last updated: 07 Jan 2026