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"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

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