"efficient-deep-learning" Awesome Lists
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-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
333 stars
9 forks
102 projects
Last updated: 11 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-Resource-Efficient-LLM-Papers
a curated list of high-quality papers on resource-efficient LLMs 🌱
efficient-deep-learning generative-ai large-language-models machine-learning machine-learning-systems resource-efficient survey
140 stars
8 forks
206 projects
Last updated: 28 Sep 2025
Awesome-Efficient-Video-Generation
A curated list of recent efficient video generation methods.
awesome diffusion diffusion-models efficiency efficient-deep-learning generative-ai text-to-video-generation video-generation
31 stars
0 forks
151 projects
Last updated: 28 Sep 2025