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0 "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

2,314 stars
231 forks
529 projects

Last updated: 22 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

382 stars
13 forks
102 projects

Last updated: 12 Jan 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

203 stars
10 forks
266 projects

Last updated: 15 Dec 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

154 stars
10 forks
206 projects

Last updated: 05 Jan 2026

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

48 stars
2 forks
151 projects

Last updated: 12 Jan 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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chatbot 20 saas 20 raspberry-pi 19 reasoning 19 bugbounty 19 startup 19 big-data 19 youtube 19 decentralized 19 llama 19 curated 19 backend 18 finance 18 networking 18 monitoring 18 anthropic 18 transformers 18 representation-learning 18 aigc 18 agentic-ai 18 optimization 18 bash 18 graphql 18 stable-diffusion 18 code 18 analytics 17 containers 17 cheatsheet 17 open-data 17 prompt 17 image-generation 17 generative-art 17 gemini 17 seo 17 cloud-native 17 knowledge 17 beginner-friendly 17 data-engineering 16 webgl 16 devsecops 16 claude-code 16 bert 16 articles 16 text-to-image 16 algorithm 16 vscode 16 language 16 autonomous-vehicles 16 microservices 16 image-processing 16 deepseek 16 generative-model 15 terminal 15 readme 15 command-line 15 malware-analysis 15 selfhosted 15 mcp-server 15 animation 15 nerf 15 resource 15 laravel 15 dart 15 ros 15 pentest 15 android-development 15 mysql 15 plugins 15 technology 15 prompts 15 detection 15 graphics 15 p2p 15 evm 15 cms 15 oss 14 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graphics-programming 12 multimodal-learning 12 es6 12 medical-imaging 12 google 12 static-analysis 12 workflow 12 gaming 12 vision-and-language 12 static-site-generator 12 sustainability 12 authentication 12 image 12 time-series-analysis 12 langchain 12 hosting 12 rails 12 webapp 12 model-context-protocol 12 programming-languages 12 infrastructure-as-code 12 chain-of-thought 12 search-engine 12 article 12 guide 12 elasticsearch 12 datascience 12 mllm 12 model-compression 12 cvpr 11 font 11 hacktoberfest2020 11 few-shot-learning 11 ctf 11 book 11 unity3d 11 objective-c 11 design-systems 11 anime 11 3d-graphics 11 creative-coding 11 writing 11 webpack 11 rl 11 interpretability 11 course 11 point-cloud 11 ecommerce 11 threat-intelligence 11 open-science 11 front-end-development 11 planning 11 rest-api 11 ai-agent 11 utilities 11 yolo 11 unsupervised-learning 11 bookmarks 11 question-answering 11 climate-change 11 sysadmin 11 free-software 11 cuda 11 ux 11 system-design 11 golang-library 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