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1 "pruning-algorithms" Awesome Lists

Awesome-Efficient-LLM

A curated list for Efficient Large Language Models

compression efficient-llm knowledge-distillation language-model llm llm-compression model-quantization pruning-algorithms

850 stars
63 forks
42 projects

Last updated: 29 May 2024

Keywords
awesome-list 2,822 awesome 2,499 machine-learning 353 list 323 deep-learning 300 resources 246 awesome-lists 214 hacktoberfest 212 python 166 lists 165 javascript 144 programming 129 security 128 education 123 computer-vision 109 blockchain 106 labex 93 hands-on 93 data-science 91 artificial-intelligence 91 ai 87 nlp 83 react 78 open-source 77 tools 73 android 69 natural-language-processing 69 curated-list 67 chatgpt 66 linux 65 learning 63 ethereum 62 ios 61 devops 60 tutorials 59 courses 58 awesome-readme 58 llm 57 css 57 free 55 papers 55 large-language-models 51 nodejs 50 reinforcement-learning 50 kubernetes 48 computer-science 46 awesome-resources 45 game-development 44 robotics 44 privacy 43 macos 43 tutorial 42 golang 42 design 42 java 41 cybersecurity 40 web 40 paper 39 datasets 39 frontend 39 bitcoin 39 projects 39 collection 38 php 37 deep-neural-networks 37 books 36 cryptocurrency 36 go 36 cloud 35 dataset 35 openai 35 security-tools 35 rust 35 development 35 hacking 34 web3 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hacktoberfest-accepted 18 interview 18 windows 18 self-supervised-learning 18 computer-graphics 18 pentesting 18 visualization 17 awsome 17 infosec 17 raspberry-pi 17 osint 17 youtube 17 mobile 17 markdown 17 transformer 17 data-mining 17 knowledge-graph 17 neural-networks 17 multimodal 16 kotlin 16 slam 16 time-series 16 opendata 16 r 16 chinese 16 ui 16 data-analysis 16 containers 16 guidelines 16 deeplearning 16 cloud-computing 16 front-end 15 mysql 15 decentralized 15 self-hosted 15 website 15 cli 15 library 15 roadmap 15 mathematics 15 cloud-native 15 azure 15 engineering 15 image-processing 15 big-data 14 graph 14 machinelearning 14 jobs 14 python3 14 language 14 webgl 14 graphql 14 blogs 14 marketing 14 vuejs 14 deep-reinforcement-learning 14 generative-art 14 startup 14 knowledge 14 awsome-list 14 microservices 14 recommender-system 14 game-engine 14 pentest 14 bugbounty 13 multimodal-deep-learning 13 generative-adversarial-network 13 optimization 13 sql 13 saas 13 apps 13 statistics 13 generative-ai 13 detection 13 reverse-engineering 13 coding 13 distributed-systems 13 autonomous-driving 13 autonomous-vehicles 13 algorithm 13 articles 12 svelte 12 ansible 12 podcast 12 backend 12 representation-learning 12 android-development 12 code 12 data-engineering 12 bert 12 gis 12 bash 12 wordpress 12 dart 12 llama 12 chatbot 12 software-development 12 technology 12 cms 12 ros 12 laravel 12 speech-recognition 12 devsecops 12 analytics 12 webassembly 12 finance 12 mlops 12 prompt-engineering 12 resource 12 networking 11 diffusion-models 11 remote-sensing 11 oss 11 gan 11 microservice 11 transformers 11 mac 11 curated 11 terminal 11 malware-analysis 11 icons 11 monitoring 11 graphics-programming 11 performance 11 elasticsearch 11 hacktoberfest2020 11 guide 11 automl 11 unicorns 11 dapp 11 pwa 11 cheatsheet 11 android-library 11 static-analysis 11 p2p 11 seo 11 dotnet-core 11 ecommerce 11 data-structures 11 stable-diffusion 11 model-compression 10 course 10 search 10 swiftui 10 evm 10 unity3d 10 language-model 10 node 10 blog 10 transfer-learning 10 creative-coding 10 interview-questions 10 search-engine 10 design-systems 10 open-data 10 storage 10 telegram 10 plugins 10 hacktoberfest2021 10 question-answering 10 react-components 10 js 10 graphics 10 point-cloud 10 sysadmin 10 command-line 10 vscode 10 text-mining 10 wasm 10 prompt 10 front-end-development 10 rails 10 quantum-computing 9 font 9 privacy-tools 9 indonesia 9 discord 9 foss 9 frameworks 9 art 9 conference 9 databases 9 reading-list 9 authentication 9 videos 9 trading 9 speech-processing 9 fpga 9 webpack 9 interpretability 9 book 9 free-software 9 gaming 9 vr 9 malware 9 quantization 9 cvpr 9 planning 9 semantic-web 9 reddit 9 cv 9 vision-and-language 9 gpts 9 podcasts 9 simulation 9 fuzzing 9 pose-estimation 9 3d-graphics 9 readme 9 movies 9 arduino 8 animation 8 flutter-apps 8 gpu 8 geospatial 8 korean 8 climate-change 8 sustainability 8 application 8 static-site-generator 8 vision-transformer 8 anomaly-detection 8 augmented-reality 8 network 8 ubuntu 8 ctf 8 in-context-learning 8 xcode 8 edge-computing 8 microservices-architecture 8 few-shot-learning 8 xai 8 ux 8 learning-resources 8 fairness 8 classification 8 powershell 8 system-design 8 twitter 8 postgresql 8 yolo 8 spring-boot 8 email 8 shell 8 operating-system 8 prometheus 8 bsd 8 pruning 8 bookmarks 8 machine-learning-algorithms 8 websites 8 hosting 8 chinese-translation 8 flask 8 cross-platform 8 multimodal-learning 8 android-app 8 erlang 8 opencv 8 programming-languages 8 google 8 jupyter-notebook 8 time-series-analysis 8 tracking 8 sentiment-analysis 8 flutter-examples 8 developer 8 selfhosted 8 nerf 8 json 8 management 8 leadership 8 blockchain-technology 8 haskell 8 article 8 ui-design 8 neural-architecture-search 8 aigc 8 ide 8 generative-model 8 chatgpt-api 8 reference 7 vulnerabilities 7 hacking-tools 7 map 7 3d 7 conferences 7 healthcare 7 maps 7 physics 7 forensics 7 ocr 7 opengl 7 notes 7 spark 7 explainable-ai 7 domain-adaptation 7 bots 7 load-testing 7 swift-library 7 hacks 7 golang-library 7 command-line-tool 7 benchmark 7 cicd 7 cheatsheets 7 ionic 7 electronics 7 wordpress-plugin 7 medical-imaging 7 unsupervised-learning 7 nosql 7 leetcode 7 docs 7 terraform 7 guides 7 gcp 7 k8s 7 curated-lists 7 infrastructure-as-code 7 code-generation 7 meta-learning 7 distributed-computing 7 awesome-go 7 social-network 7 minecraft 7 reasoning 7 nextjs 7 speech 7 android-application 7 applications 7 tips 7 lightning-network 7 writing 7 btc 7 fintech 7 production 7 paas 7 services 7 checklist 7 webapp 7 sre 7 foundation-models 7 software-architecture 7 adversarial-machine-learning 7