An open API service indexing awesome lists of open source software.

0 "quantization" 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

2,330 stars
231 forks
732 projects

Last updated: 09 Mar 2026

awesome-AutoML-and-Lightweight-Models

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

architecture-search automated-feature-engineering automl awesome-list hyperparameter-optimization meta-learning model-acceleration model-compression nas neural-architecture-search

857 stars
158 forks
150 projects

Last updated: 06 Feb 2026

awesome-emdl

Embedded and mobile deep learning research resources

deep-learning deep-neural-networks efficient-neural-networks embedded-ai inference mobile-ai mobile-deep-learning mobile-inference neural-network-compression pruning

764 stars
166 forks
147 projects

Last updated: 10 Mar 2026

awesome-ml-model-compression

Awesome machine learning model compression research papers, quantization, tools, and learning material.

awesome-list machine-learning model-compression neural-networks pruning quantization

540 stars
61 forks
116 projects

Last updated: 26 Feb 2026

awesome-ai-infrastructures

Infrastructures™ for Machine Learning Training/Inference in Production.

apache-arrow apache-mesos apache-spark artificial-intelligence awesome-list deep-learning deep-learning-framework federated-learning knowledge-distillation kubernetes

443 stars
82 forks
31 projects

Last updated: 28 Mar 2026

awesome-edge-machine-learning

A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and others.

auto-ml awesome-list edge edge-deep-learning edge-machine-learning efficient-architectures embedded-machine-learning federated-learning iot mobile-machine-learning

276 stars
54 forks
44 projects

Last updated: 23 Mar 2026

awesome-quantization-and-fixed-point-training

Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design

fixed-point network-compression quantization

161 stars
22 forks
114 projects

Last updated: 22 Jan 2026

awesome-local-ai

152 open-source tools to run LLMs 100% locally – no cloud, no API keys, no censorship

awesome-list crewai exllama fine-tuning inference llama-cpp local-ai local-llm machine-learning-ai multi-modal

48 stars
4 forks
133 projects

Last updated: 21 Mar 2026

awesome-tinyml

TinyML & Edge AI: On-device inference, model quantization, embedded ML, ultra-low-power AI for microcontrollers and IoT devices.

arduino cortex-m edge-ai edge-computing embedded-ml embedded-systems esp32 iot knowledge-distillation microcontroller

39 stars
1 forks
227 projects

Last updated: 26 Mar 2026

awesome-approximate-dnn

Curated content for DNN approximation, acceleration ... with a focus on hardware accelerator and deployment

approximate-computing curated-list deep-learning deep-neural-networks edge-computing pruning quantization

29 stars
6 forks
78 projects

Last updated: 25 Mar 2026

awesome-ncnn

NCNN Framework: High-performance neural network inference for mobile, embedded, and edge AI deployment.

android-ndk arm edge-ai embedded-systems gpu-computing mobile-inference model-optimization ncnn neon neural-network-inference

12 stars
1 forks
124 projects

Last updated: 04 Mar 2026

awesome-mobile-ai

Mobile AI: iOS CoreML, Android TFLite, on-device inference, ONNX, TensorRT, and ML deployment for smartphones.

android-ml coreml edge-computing ios-ml mlkit mnn mobile-ai mobile-inference model-optimization ncnn

6 stars
1 forks
95 projects

Last updated: 20 Feb 2026

awesome-deep-model-compression

Awesome Deep Model Compression

awesome-list deep-learning model-compression model-distillation neural-network pruning python quantization

3 stars
0 forks
37 projects

Last updated: 18 Mar 2026

awesome-llm

Large Language Models (LLMs): GPT, Claude, Llama, Gemini, fine-tuning, RAG, prompt engineering, and AI agents for GenAI apps.

ai-agents anthropic chatgpt claude fine-tuning gemini generative-ai gpt instruction-tuning langchain

2 stars
1 forks
65 projects

Last updated: 12 Nov 2025

Search
Keywords
awesome-list 4,080 awesome 3,696 awesome-lists 575 machine-learning 460 list 421 deep-learning 384 resources 330 ai 287 hacktoberfest 234 llm 227 python 224 lists 205 javascript 193 security 175 programming 165 artificial-intelligence 162 computer-vision 142 blockchain 141 open-source 129 nlp 126 large-language-models 121 tools 117 data-science 113 react 108 chatgpt 104 curated-list 96 android 94 natural-language-processing 91 learning 87 linux 87 devops 85 awesome-readme 84 cybersecurity 80 awesome-resources 80 papers 80 ios 78 css 77 reinforcement-learning 75 ethereum 75 robotics 66 rust 65 nodejs 65 computer-science 65 kubernetes 65 developer-tools 64 collection 62 playground 60 macos 60 free-resources 59 game-development 59 survey 59 ai-agents 59 design 59 free 58 openai 57 getvm 57 java 56 golang 56 tutorials 55 privacy 54 mcp 54 frontend 53 bitcoin 53 datasets 53 tutorial 52 hacking 52 web3 51 php 50 generative-ai 50 go 50 web 50 paper 49 llms 49 education 48 swift 47 gpt 47 data 47 books 46 cloud 45 development 45 hands-on 45 labex 45 github 45 security-tools 44 automation 44 dataset 44 deep-neural-networks 44 cryptocurrency 43 html 43 research 42 opensource 42 data-visualization 42 exercises 41 database 41 agent 41 documentation 41 typescript 40 vue 40 docker 40 ml 40 gamedev 39 prompt-engineering 39 web-development 38 collections 38 software 37 diffusion-models 37 algorithms 37 ai-tools 37 productivity 36 game 36 iot 36 neural-network 35 paper-list 35 api 35 courses 34 reactjs 34 testing 34 agents 33 cpp 33 aws 33 framework 33 flutter 32 solidity 31 projects 31 games 31 multimodal 31 community 31 software-engineering 31 graph-neural-networks 30 video 30 react-native 30 transformer 30 hardware 30 claude 30 architecture 29 crypto 29 ruby 29 bioinformatics 29 dotnet 29 libraries 29 self-hosted 28 cli 28 smart-contracts 28 penetration-testing 28 defi 28 cryptography 27 science 27 windows 27 links 27 csharp 27 object-detection 27 tensorflow 27 claude-code 27 mlops 27 data-analysis 26 pytorch 26 self-supervised-learning 26 slam 26 serverless 26 music 26 git 25 reverse-engineering 25 best-practices 25 sql 25 library 25 rag 25 infosec 25 pentesting 25 microsoft 25 data-mining 25 django 25 saas 25 angular 25 engineering 24 mathematics 24 agentic-ai 24 osint 24 computer-graphics 24 jobs 24 awsome-list 24 3d 24 coding 24 mobile 24 segmentation 23 embedded 23 markdown 23 c 23 unity 23 knowledge-graph 23 ui 23 software-development 23 game-engine 23 blog 23 roadmap 23 learning-resources 23 nextjs 23 neural-networks 23 programming-language 23 gemini 22 time-series 22 python3 22 awesomeness 22 visualization 22 prompts 22 apple 22 statistics 22 autonomous-driving 22 chatbot 22 deeplearning 22 interview 22 startups 22 r 22 foundation-models 22 kotlin 22 cloud-computing 21 hacktoberfest-accepted 21 networking 21 audio 21 gpt-3 21 federated-learning 21 website 21 azure 21 blogs 21 monitoring 21 finance 21 startup 21 opendata 21 marketing 21 gpt-4 21 free-tutorials 21 apps 20 llama 20 chinese 20 js 20 graph 20 data-structures 20 machinelearning 20 image-generation 20 awsome 20 raspberry-pi 20 reasoning 20 bugbounty 19 youtube 19 big-data 19 transformers 19 devsecops 19 front-end 19 decentralized 19 curated 19 anthropic 19 code 18 optimization 18 graphql 18 guidelines 18 open-data 18 aigc 18 seo 18 prompt 18 backend 18 representation-learning 18 stable-diffusion 18 knowledge 17 bash 17 plugins 17 analytics 17 vibe-coding 17 command-line 17 containers 17 generative-model 17 model-context-protocol 17 nerf 17 beginner-friendly 17 malware-analysis 17 autonomous-vehicles 17 generative-art 17 telegram 17 cloud-native 17 cheatsheet 17 microservices 16 data-engineering 16 skills 16 articles 16 ai-agent 16 speech-recognition 16 language 16 benchmark 16 bert 16 animation 16 webgl 16 dart 16 ros 16 text-to-image 16 langchain 16 terminal 16 deepseek 16 algorithm 16 image-processing 15 readme 15 video-generation 15 distributed-systems 15 mysql 15 multimodal-deep-learning 15 cms 15 laravel 15 pose-estimation 15 vlm 15 leetcode 15 performance 15 swiftui 15 resource 15 mcp-server 15 vscode 15 embodied-ai 15 large-language-model 15 remote-sensing 15 android-development 15 pentest 15 openclaw 15 evm 15 p2p 15 technology 15 vuejs 14 google 14 diffusion 14 selfhosted 14 discord 14 art 14 code-generation 14 anomaly-detection 14 cursor 14 detection 14 oss 14 agent-skills 14 awesome-ai 14 android-library 14 node 14 foss 14 videos 14 mac 14 recommender-system 14 webassembly 14 wasm 14 gis 14 vision-language-model 14 multimodal-learning 14 generative-adversarial-network 14 dotnet-core 14 quantization 14 icons 14 graphics 14 databases 14 npm 14 react-components 14 language-model 14 mcp-servers 13 storage 13 svelte 13 quantum-computing 13 utilities 13 unicorns 13 developer 13 postgresql 13 semantic-segmentation 13 microservice 13 multimodal-large-language-models 13 deep-reinforcement-learning 13 dapp 13 webdevelopment 13 medical-imaging 13 wordpress 13 solana 13 fuzzing 13 pwa 13 application 13 cross-platform 13 yolo 13 podcast 13 transfer-learning 13 search 13 frameworks 13 objective-c 13 gan 13 interview-questions 13 programming-languages 12 search-engine 12 webapp 12 system-design 12 authentication 12 question-answering 12 llmops 12 mllm 12 3d-graphics 12 guide 12 image 12 static-site-generator 12 cicd 12 sysadmin 12 workflow 12 infrastructure-as-code 12 es6 12 hosting 12 time-series-analysis 12 automl 12 datascience 12 web-design 12 vision-and-language 12 edge-computing 12 elasticsearch 12 article 12 minecraft 12 ui-design 12 model-compression 12 infrastructure 12 book 12 planning 12 gaming 12 cuda 12 rails 12 chain-of-thought 12 sre 12 static-analysis 12 graphics-programming 12 sustainability 12 threat-intelligence 11 3d-reconstruction 11 neuroscience 11 email 11 reading-list 11 in-context-learning 11 creative-coding 11 anime 11 vr 11 autonomous-agents 11 course 11 cyber-security 11 webpack 11 hacktoberfest2020 11 ctf 11 math 11 rl 11 drones 11 ecommerce 11 podcasts 11 ros2 11 xai 11 writing 11 machine-learning-algorithms 11 climate-change 11 healthcare 11 free-software 11 software-architecture 11 privacy-tools 11 arduino 11 mobile-development 11 cvpr 11 unity3d 11 trading 11 rest-api 11 point-cloud 11 geospatial 11 gpu 11 ai-safety 11 ux 11 unsupervised-learning 11 interpretability 11 continual-learning 11 movies 11 embedded-systems 11 flutter-apps 11 open-science 11 font 11 few-shot-learning 11 classification 10 claude-skills 10 augmented-reality 10 apis 10 speech-processing 10 lua 10 bug-bounty 10 social-network 10 observability 10 swift-library 10 test-automation 10 leadership 10 webdesign 10 generative-models 10 meta-learning 10 blockchain-technology 10 tool 10 redis 10 pdf 10 reddit 10 simulation 10 flask 10 bookmarks 10 cv 10 qwen 10 ansible 10 chrome 10 ide 10