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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

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Last updated: 05 Jan 2026

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development 45 books 44 html 44 github 44 deep-neural-networks 44 gpt 44 cryptocurrency 43 security-tools 42 exercises 41 generative-ai 41 automation 41 data-visualization 41 vue 40 web-development 39 typescript 39 opensource 39 database 39 research 38 documentation 38 gamedev 38 docker 38 algorithms 38 collections 37 software 37 ml 37 agent 35 iot 35 mcp 35 neural-network 34 paper-list 34 reactjs 33 courses 33 testing 33 framework 33 diffusion-models 33 aws 33 productivity 32 cpp 32 api 32 game 31 multimodal 30 projects 30 graph-neural-networks 30 hardware 30 ai-agents 30 software-engineering 30 transformer 30 community 30 solidity 30 ruby 29 prompt-engineering 29 flutter 29 dotnet 29 libraries 28 games 28 defi 28 architecture 28 video 28 csharp 28 bioinformatics 28 smart-contracts 28 crypto 27 links 27 agents 27 tensorflow 27 react-native 27 self-hosted 26 windows 26 penetration-testing 26 cryptography 26 science 26 angular 25 data-analysis 25 microsoft 25 music 25 ai-tools 25 pytorch 25 cli 25 self-supervised-learning 25 serverless 25 sql 25 django 25 object-detection 24 data-mining 24 computer-graphics 24 slam 24 osint 24 neural-networks 24 coding 24 git 24 pentesting 24 awsome-list 23 jobs 23 r 23 unity 23 claude 23 engineering 23 learning-resources 23 markdown 23 embedded 23 c 23 best-practices 23 library 23 infosec 23 roadmap 23 mobile 23 game-engine 23 3d 23 ui 23 mlops 22 programming-language 22 nextjs 22 statistics 22 visualization 22 python3 22 deeplearning 22 hacktoberfest-accepted 22 segmentation 22 interview 22 knowledge-graph 22 mathematics 22 website 21 blog 21 federated-learning 21 kotlin 21 opendata 21 data-structures 21 free-tutorials 21 software-development 21 audio 21 reverse-engineering 21 awesomeness 21 gpt-4 21 startups 21 time-series 21 apple 21 gpt-3 21 cloud-computing 21 azure 21 autonomous-driving 21 awsome 20 machinelearning 20 js 20 chatbot 20 graph 20 blogs 20 marketing 20 guidelines 20 foundation-models 20 front-end 20 apps 20 saas 20 chinese 20 youtube 19 decentralized 19 startup 19 bugbounty 19 reasoning 19 big-data 19 raspberry-pi 19 llama 19 curated 19 representation-learning 18 networking 18 code 18 monitoring 18 bash 18 optimization 18 graphql 18 aigc 18 backend 18 agentic-ai 18 stable-diffusion 18 finance 18 transformers 18 generative-art 17 prompt 17 analytics 17 cloud-native 17 knowledge 17 image-generation 17 containers 17 seo 17 anthropic 17 beginner-friendly 17 gemini 17 open-data 17 cheatsheet 17 algorithm 16 vscode 16 claude-code 16 text-to-image 16 microservices 16 image-processing 16 autonomous-vehicles 16 devsecops 16 articles 16 webgl 16 data-engineering 16 bert 16 language 16 deepseek 16 laravel 15 pentest 15 malware-analysis 15 mcp-server 15 nerf 15 p2p 15 ros 15 animation 15 dart 15 selfhosted 15 detection 15 command-line 15 terminal 15 technology 15 generative-model 15 graphics 15 mysql 15 cms 15 prompts 15 plugins 15 android-development 15 evm 15 resource 15 readme 15 performance 14 vuejs 14 language-model 14 multimodal-deep-learning 14 vlm 14 databases 14 videos 14 code-generation 14 webassembly 14 wasm 14 distributed-systems 14 react-components 14 art 14 android-library 14 diffusion 14 benchmark 14 rag 14 generative-adversarial-network 14 awesome-ai 14 telegram 14 icons 14 remote-sensing 14 foss 14 oss 14 large-language-model 14 mac 14 anomaly-detection 14 node 14 leetcode 14 vibe-coding 14 embodied-ai 14 recommender-system 14 vision-language-model 13 pose-estimation 13 wordpress 13 postgresql 13 dotnet-core 13 multimodal-large-language-models 13 gis 13 microservice 13 developer 13 unicorns 13 application 13 speech-recognition 13 quantum-computing 13 video-generation 13 podcast 13 swiftui 13 search 13 interview-questions 13 svelte 13 deep-reinforcement-learning 13 gan 13 webdevelopment 13 pwa 13 fuzzing 13 transfer-learning 13 cross-platform 13 frameworks 13 npm 13 chain-of-thought 12 multimodal-learning 12 hosting 12 programming-languages 12 sustainability 12 static-site-generator 12 automl 12 model-compression 12 elasticsearch 12 solana 12 workflow 12 storage 12 authentication 12 image 12 static-analysis 12 search-engine 12 rails 12 google 12 infrastructure-as-code 12 ui-design 12 medical-imaging 12 es6 12 dapp 12 article 12 gaming 12 graphics-programming 12 discord 12 web-design 12 time-series-analysis 12 mllm 12 webapp 12 datascience 12 model-context-protocol 12 guide 12 vision-and-language 12 langchain 12 book 11 objective-c 11 threat-intelligence 11 unsupervised-learning 11 interpretability 11 open-science 11 utilities 11 3d-graphics 11 yolo 11 cuda 11 ai-agent 11 point-cloud 11 bookmarks 11 planning 11 rest-api 11 golang-library 11 ux 11 cvpr 11 climate-change 11 rl 11 anime 11 course 11 question-answering 11 system-design 11 ecommerce 11 design-systems 11 creative-coding 11 front-end-development 11 free-software 11 sysadmin 11 writing 11 hacktoberfest2020 11 ctf 11 few-shot-learning 11 unity3d 11 webpack 11 font 11 redis 10 android-app 10 flask 10 mcp-servers 10 haskell 10 test-automation 10 blockchain-technology 10 privacy-tools 10 ai-art 10 minecraft 10 augmented-reality 10 android-application 10 in-context-learning 10 movies 10 text-mining 10 students 10 machine-learning-algorithms 10 sre 10 cyber-security 10 ansible 10 templates 10 cv 10 drones 10 cursor 10 llmops 10 hacktoberfest2021 10 webdesign 10 jupyter-notebook 10 software-architecture 10 webcomponents 10 edge-computing 10 geospatial 10 meta-learning 10 management 10 ide 10 qwen 10 flutter-apps 10 xai 10 malware 10 podcasts 10 neuroscience 10 hacking-tools 10 arduino 10 bot 10 vr 10 classification 10 quantization 10 semantic-web 10 bug-bounty 10 knowledge-base 10 semantic-segmentation 10 chatgpt-api 10 infrastructure 10 docs 10 ionic 10 applications 10 speech-processing 10 3d-reconstruction 10 reading-list 10 fpga 10 email 10 cicd 10 healthcare 10 social-network 10