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AI-Infra-from-Zero-to-Hero

🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys, etc. 🗃️ Llama3, Mistral, etc. 🧑‍💻 Video Tutorials.

ai-infra genai large-language-models llmsys mlsys model-serving model-training

3,676 stars
361 forks
81 projects

Last updated: 11 Feb 2026

FLsystem-paper

Federated Learning Systems Paper List

awesome-list federated-learning machine-learning mlsys papers systems

75 stars
7 forks
83 projects

Last updated: 28 Aug 2025

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awesome-list 4,001 awesome 3,631 awesome-lists 566 machine-learning 451 list 421 deep-learning 376 resources 329 ai 270 hacktoberfest 236 python 222 llm 211 lists 205 javascript 194 security 173 programming 166 artificial-intelligence 156 blockchain 140 computer-vision 139 open-source 125 nlp 123 tools 119 large-language-models 118 data-science 110 react 108 chatgpt 101 android 95 curated-list 91 natural-language-processing 90 linux 85 learning 85 devops 82 awesome-readme 81 css 78 ios 78 awesome-resources 78 papers 77 cybersecurity 75 reinforcement-learning 73 ethereum 73 computer-science 65 kubernetes 65 nodejs 65 rust 64 robotics 63 collection 61 playground 60 game-development 59 design 59 free-resources 59 macos 58 free 57 getvm 57 openai 57 golang 57 survey 56 java 56 tutorials 55 frontend 54 privacy 53 developer-tools 53 bitcoin 52 go 51 tutorial 51 hacking 51 datasets 50 php 50 web 50 web3 50 llms 49 paper 48 education 48 cloud 47 data 47 swift 46 development 45 hands-on 45 books 45 generative-ai 45 labex 45 gpt 45 github 45 html 44 dataset 44 mcp 44 deep-neural-networks 44 automation 44 cryptocurrency 43 ai-agents 43 security-tools 42 opensource 42 data-visualization 41 exercises 41 documentation 40 typescript 40 database 40 vue 40 ml 40 docker 39 gamedev 39 agent 39 web-development 39 research 39 collections 38 algorithms 37 software 37 productivity 36 iot 36 prompt-engineering 35 neural-network 35 testing 34 paper-list 34 reactjs 34 game 34 courses 34 diffusion-models 33 framework 33 aws 33 cpp 32 api 32 projects 31 flutter 31 games 31 dotnet 30 graph-neural-networks 30 software-engineering 30 solidity 30 multimodal 30 hardware 30 community 30 transformer 30 ruby 29 video 29 architecture 29 libraries 29 bioinformatics 29 crypto 28 react-native 28 ai-tools 28 agents 28 smart-contracts 28 defi 28 csharp 28 windows 27 tensorflow 27 links 27 music 26 penetration-testing 26 object-detection 26 science 26 cryptography 26 serverless 26 self-hosted 26 cli 26 mlops 26 microsoft 25 best-practices 25 self-supervised-learning 25 angular 25 data-analysis 25 infosec 25 library 25 pentesting 25 computer-graphics 25 pytorch 25 git 25 django 25 sql 25 3d 24 data-mining 24 mathematics 24 jobs 24 claude 24 coding 24 slam 24 mobile 24 engineering 24 neural-networks 23 programming-language 23 osint 23 ui 23 saas 23 c 23 learning-resources 23 software-development 23 roadmap 23 game-engine 23 unity 23 awsome-list 23 r 23 markdown 23 embedded 23 nextjs 23 knowledge-graph 23 kotlin 22 reverse-engineering 22 interview 22 awesomeness 22 startups 22 python3 22 statistics 22 agentic-ai 22 visualization 22 blog 22 deeplearning 22 segmentation 22 chatbot 21 audio 21 networking 21 blogs 21 cloud-computing 21 website 21 free-tutorials 21 federated-learning 21 opendata 21 apple 21 finance 21 startup 21 autonomous-driving 21 azure 21 foundation-models 21 marketing 21 gpt-3 21 gemini 21 hacktoberfest-accepted 21 gpt-4 21 guidelines 20 time-series 20 js 20 llama 20 graph 20 claude-code 20 reasoning 20 chinese 20 apps 20 awsome 20 rag 20 raspberry-pi 20 data-structures 20 machinelearning 20 monitoring 19 curated 19 anthropic 19 big-data 19 bugbounty 19 image-generation 19 front-end 19 transformers 19 youtube 19 backend 18 aigc 18 bash 18 prompts 18 code 18 representation-learning 18 optimization 18 prompt 18 graphql 18 stable-diffusion 18 decentralized 18 knowledge 17 cheatsheet 17 generative-art 17 generative-model 17 beginner-friendly 17 containers 17 analytics 17 devsecops 17 seo 17 open-data 17 cloud-native 17 data-engineering 17 vscode 16 telegram 16 algorithm 16 speech-recognition 16 microservices 16 model-context-protocol 16 bert 16 nerf 16 dart 16 text-to-image 16 deepseek 16 language 16 articles 16 autonomous-vehicles 16 webgl 16 plugins 15 selfhosted 15 technology 15 terminal 15 image-processing 15 embodied-ai 15 leetcode 15 benchmark 15 p2p 15 evm 15 distributed-systems 15 resource 15 pentest 15 command-line 15 laravel 15 vlm 15 vibe-coding 15 cms 15 mcp-server 15 malware-analysis 15 android-development 15 readme 15 ros 15 animation 15 detection 15 mysql 15 mac 14 awesome-ai 14 npm 14 langchain 14 language-model 14 multimodal-deep-learning 14 recommender-system 14 foss 14 cross-platform 14 performance 14 code-generation 14 graphics 14 anomaly-detection 14 oss 14 pose-estimation 14 generative-adversarial-network 14 react-components 14 swiftui 14 dotnet-core 14 art 14 google 14 quantization 14 videos 14 vuejs 14 icons 14 diffusion 14 node 14 wasm 14 remote-sensing 14 databases 14 android-library 14 large-language-model 14 webassembly 14 deep-reinforcement-learning 13 vision-language-model 13 postgresql 13 interview-questions 13 wordpress 13 frameworks 13 application 13 video-generation 13 transfer-learning 13 utilities 13 discord 13 developer 13 quantum-computing 13 semantic-segmentation 13 unicorns 13 search 13 gis 13 yolo 13 webdevelopment 13 fuzzing 13 pwa 13 hosting 13 svelte 13 multimodal-large-language-models 13 multimodal-learning 13 microservice 13 podcast 13 elasticsearch 12 gaming 12 3d-graphics 12 graphics-programming 12 dapp 12 solana 12 medical-imaging 12 time-series-analysis 12 datascience 12 llmops 12 webapp 12 workflow 12 storage 12 objective-c 12 system-design 12 chain-of-thought 12 static-analysis 12 search-engine 12 guide 12 static-site-generator 12 mllm 12 programming-languages 12 web-design 12 vision-and-language 12 cuda 12 image 12 authentication 12 article 12 rails 12 question-answering 12 ai-agent 12 sustainability 12 infrastructure-as-code 12 automl 12 gan 12 planning 12 model-compression 12 es6 12 edge-computing 12 anime 11 embedded-systems 11 interpretability 11 math 11 ui-design 11 machine-learning-algorithms 11 podcasts 11 golang-library 11 rl 11 ctf 11 climate-change 11 cursor 11 ux 11 arduino 11 few-shot-learning 11 rest-api 11 3d-reconstruction 11 infrastructure 11 mcp-servers 11 mobile-development 11 reading-list 11 unsupervised-learning 11 sysadmin 11 course 11 minecraft 11 open-science 11 unity3d 11 software-architecture 11 book 11 writing 11 threat-intelligence 11 cvpr 11 free-software 11 flutter-apps 11 creative-coding 11 bookmarks 11 healthcare 11 hacktoberfest2020 11 in-context-learning 11 font 11 cicd 11 continual-learning 11 front-end-development 11 webpack 11 ecommerce 11 point-cloud 11 movies 11 webcomponents 10 test-automation 10 flutter-examples 10 vr 10 speech-processing 10 augmented-reality 10 qwen 10 leadership 10 webdesign 10 management 10 cv 10 email 10 flask 10 docs 10 applications 10 chatgpt-api 10 game-design 10 semantic-web 10 privacy-tools 10 social-network 10 fpga 10 ide 10 lua 10 ai-art 10 geospatial 10 tool 10 jupyter-notebook 10 bug-bounty 10 malware 10 bot 10 ionic 10 xai 10 classification 10 trading 10 gpu 10 text-mining 10 android-app 10 android-application 10 design-systems 10 blockchain-technology 10 students 10 hacking-tools 10