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awesome-LLM-resources

🧑‍🚀 全世界最好的LLM资料总结(数据处理、模型训练、模型部署、o1 模型、MCP、小语言模型、视觉语言模型) | Summary of the world's best LLM resources.

awesome-list book course large-language-models llama llm mistral openai qwen rag

4,892 stars
498 forks
491 projects

Last updated: 28 Apr 2025

Awesome-LLM-Long-Context-Modeling

📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥

agent awsome-list benchmark blogs compress evaluation large-language-models length-extrapolation llm long-context-modeling

1,438 stars
47 forks
1,311 projects

Last updated: 21 Apr 2025

Awesome-LLM-RAG

Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models

embeddings large-language-models llm rag rag-embeddings retrieval-augmented-generation retrieval-information

1,223 stars
74 forks
36 projects

Last updated: 09 Jun 2025

Awesome-GraphRAG

Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented generation.

graphrag graphrag-paper graphrag-survey knowledge-graph large-language-models rag retrieval-augmented-generation

1,190 stars
128 forks
151 projects

Last updated: 18 Jun 2025

awesome-ai-web-search

List of software that allows searching the web with the assistance of AI: https://hf.co/spaces/felladrin/awesome-ai-web-search

ai ai-search-engine artificial-intelligence artificial-intelligence-projects awesome awesome-list generative-ai generative-ai-projects generative-ai-tools information-retrieval

848 stars
51 forks
116 projects

Last updated: 11 May 2025

awesome-llm-eval

Awesome-LLM-Eval: a curated list of tools, datasets/benchmark, demos, leaderboard, papers, docs and models, mainly for Evaluation on LLMs. 一个由工具、基准/数据、演示、排行榜和大模型等组成的精选列表,主要面向基础大模型评测,旨在探求生成式AI的技术边界.

awsome-list awsome-lists benchmark bert chatglm chatgpt dataset evaluation gpt3 large-language-model

520 stars
44 forks
378 projects

Last updated: 29 Apr 2025

awesome-rag

A curated list of retrieval-augmented generation (RAG) in large language models

awesome-list awesome-resources embeddings large-language-models llm rag rag-model retrieval-augmented retrieval-augmented-generation retrieval-systems

268 stars
20 forks
57 projects

Last updated: 30 Apr 2025

awesome-ai-repositories

A curated list of open source repositories for AI Engineers

agent agents ai awesome awesome-list fine-tune finetuning llama llm llmops

111 stars
21 forks
164 projects

Last updated: 22 Apr 2025

awesome-adk-agents

Curated collection of AI agents built with Google’s Agent Development Kit (ADK): templates, best practices, and production-ready examples for research, business, automation, education, and more.

adk adk-python adk-web agentic-ai agents awesome awesome-list awesomewm examples gemini-ai

20 stars
0 forks
31 projects

Last updated: 21 Jun 2025

awesome-personalized-rag-agent

A Survey of Personalization: From RAG to Agent

agent awesome large-language-model llm llms personalization rag

17 stars
1 forks
141 projects

Last updated: 28 Apr 2025

awesomemultimodel

【AIGC 实战入门笔记 —— AIGC 摩天大楼】分享 大语言模型(LLMs),大模型高效微调(SFT),检索增强生成(RAG),智能体(Agent),PPT自动生成, 角色扮演,文生图(Stable Diffusion) ,图像文字识别(OCR),语音识别(ASR),语音合成(TTS),人像分割(SA),多模态(VLM),Ai 换脸(Face Swapping), 文生视频(VD),图生视频(SVD),Ai 动作迁移,Ai 虚拟试衣,数字人,全模态理解(Omni),Ai音乐生成 干货学习 等 实战与经验。

agent animate asr face-recognition llm llms mllm ocr omni peft-fine-tuning-llm

7 stars
2 forks
218 projects

Last updated: 07 May 2025

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awesome-list 3,532 awesome 3,213 machine-learning 416 list 401 awesome-lists 383 deep-learning 357 resources 308 hacktoberfest 237 python 203 lists 196 javascript 187 ai 187 programming 165 security 158 llm 146 artificial-intelligence 135 computer-vision 130 blockchain 128 nlp 109 tools 106 data-science 105 react 101 open-source 100 large-language-models 94 chatgpt 91 android 86 natural-language-processing 84 linux 81 learning 80 css 76 awesome-readme 75 papers 74 ios 73 curated-list 73 ethereum 72 devops 71 awesome-resources 70 nodejs 63 reinforcement-learning 61 computer-science 61 playground 60 rust 59 free 59 game-development 58 free-resources 58 tutorials 58 cybersecurity 57 macos 57 getvm 57 kubernetes 56 robotics 55 collection 54 java 54 labex 53 hands-on 53 design 52 privacy 52 tutorial 52 golang 52 web 50 paper 48 exercises 48 bitcoin 48 frontend 48 go 47 hacking 47 datasets 45 php 45 swift 45 survey 44 openai 44 books 44 education 44 deep-neural-networks 43 dataset 43 web3 43 html 43 cryptocurrency 42 cloud 42 development 42 data 41 security-tools 41 gpt 41 data-visualization 40 vue 39 gamedev 38 llms 38 opensource 38 typescript 37 github 37 docker 37 developer-tools 36 documentation 36 collections 36 courses 35 database 34 paper-list 33 neural-network 33 reactjs 33 research 33 automation 32 iot 32 aws 32 framework 32 software 32 ml 31 game 31 projects 30 transformer 29 hardware 29 community 29 testing 29 ruby 29 video 28 architecture 28 generative-ai 28 graph-neural-networks 28 games 28 algorithms 28 smart-contracts 28 flutter 28 solidity 28 cpp 28 web-development 28 libraries 27 tensorflow 27 api 26 react-native 26 bioinformatics 26 free-tutorials 26 windows 26 links 26 csharp 26 dotnet 26 music 25 crypto 25 software-engineering 25 defi 25 git 25 agent 25 pentesting 24 science 24 productivity 24 penetration-testing 24 pytorch 24 diffusion-models 24 object-detection 24 computer-graphics 24 angular 24 cryptography 23 unity 23 embedded 23 django 23 library 23 r 23 self-supervised-learning 23 awsome-list 22 serverless 22 gpt-4 22 game-engine 22 microsoft 22 gpt-3 22 infosec 22 osint 22 best-practices 22 mobile 22 markdown 22 multimodal 21 ui 21 self-hosted 21 knowledge-graph 21 coding 21 neural-networks 21 data-analysis 21 hacktoberfest-accepted 21 awesomeness 21 python3 21 kotlin 21 visualization 21 apple 21 engineering 21 apps 20 guidelines 20 roadmap 20 startups 20 data-mining 20 mathematics 20 website 20 jobs 20 youtube 20 segmentation 20 programming-language 20 cloud-computing 20 audio 20 opendata 20 slam 20 sql 19 chinese 19 federated-learning 19 c 19 deeplearning 19 prompt-engineering 19 azure 19 raspberry-pi 19 awsome 19 saas 19 3d 19 graph 19 interview 19 mcp 18 machinelearning 18 cli 18 marketing 18 blog 18 blogs 18 chatbot 18 bugbounty 18 llama 18 js 18 bash 18 front-end 18 time-series 18 graphql 18 learning-resources 17 algorithm 17 startup 17 knowledge 17 decentralized 17 optimization 17 stable-diffusion 17 containers 17 nextjs 17 aigc 17 generative-art 17 mlops 17 curated 17 microservices 17 language 17 representation-learning 17 statistics 17 foundation-models 17 code 17 networking 16 articles 16 cheatsheet 16 image-processing 16 bert 16 autonomous-driving 16 webgl 16 analytics 16 data-structures 16 nerf 15 agents 15 seo 15 ros 15 detection 15 big-data 15 reverse-engineering 15 autonomous-vehicles 15 readme 15 resource 15 technology 15 pentest 15 monitoring 15 transformers 15 software-development 15 cloud-native 15 graphics 15 multimodal-deep-learning 14 telegram 14 prompt 14 android-development 14 devsecops 14 webassembly 14 animation 14 react-components 14 icons 14 terminal 14 p2p 14 selfhosted 14 vuejs 14 ai-agents 14 android-library 14 mysql 14 dart 14 large-language-model 14 backend 14 mac 14 node 14 data-engineering 14 performance 14 recommender-system 14 distributed-systems 14 guide 13 generative-adversarial-network 13 search 13 dapp 13 finance 13 deep-reinforcement-learning 13 evm 13 dotnet-core 13 pose-estimation 13 open-data 13 gis 13 unicorns 13 remote-sensing 13 command-line 13 laravel 13 foss 13 podcast 13 reasoning 13 elasticsearch 13 swiftui 13 speech-recognition 13 microservice 13 plugins 13 art 13 text-to-image 12 graphics-programming 12 quantum-computing 12 search-engine 12 gan 12 anomaly-detection 12 leetcode 12 frameworks 12 wordpress 12 es6 12 rails 12 postgresql 12 wasm 12 fuzzing 12 storage 12 videos 12 malware-analysis 12 font 12 cms 12 transfer-learning 12 svelte 12 discord 12 oss 12 gaming 12 ecommerce 12 static-analysis 12 pwa 12 language-model 12 image 12 3d-graphics 11 planning 11 cvpr 11 open-science 11 vision-and-language 11 code-generation 11 webpack 11 network 11 multimodal-learning 11 cuda 11 databases 11 webapp 11 rag 11 rest-api 11 question-answering 11 deepseek 11 cross-platform 11 design-systems 11 yolo 11 point-cloud 11 ui-design 11 free-software 11 application 11 vscode 11 objective-c 11 automl 11 npm 11 sysadmin 11 unity3d 11 ctf 11 bookmarks 11 sustainability 11 programming-languages 11 course 11 beginner-friendly 11 hacktoberfest2020 11 creative-coding 11 front-end-development 11 medical-imaging 10 interview-questions 10 haskell 10 operating-system 10 unsupervised-learning 10 interpretability 10 flutter-apps 10 arduino 10 blockchain-technology 10 ansible 10 datascience 10 gpu 10 authentication 10 image-generation 10 geospatial 10 machine-learning-algorithms 10 hosting 10 management 10 cv 10 docs 10 gpts 10 hacktoberfest2021 10 reading-list 10 time-series-analysis 10 fpga 10 android-app 10 android-application 10 hacking-tools 10 model-compression 10 developer 10 indonesia 10 solana 10 vlm 10 bot 10 text-mining 10 benchmark 10 threat-intelligence 10 guides 10 diffusion 10 semantic-web 10 vr 10 edge-computing 10 golang-library 10 webdevelopment 10 students 10 movies 10 writing 10 climate-change 10 chatgpt-api 10 speech-processing 10 swift-library 9 chain-of-thought 9 news 9 flutter-examples 9 multimodal-large-language-models 9 cyber-security 9 social-network 9 google 9 math 9 knowledge-base 9 article 9 material-design 9 profile 9 ionic 9 trading 9 utilities 9 webcomponents 9 fairness 9 mobile-development 9 classification 9 microservices-architecture 9 simulation 9 anime 9 flask 9 generative-model 9 privacy-tools 9 exploit 9 linux-desktop 9 book 9 augmented-reality 9 reddit 9 shell 9 arkit 9 email 9 static-site-generator 9 podcasts 9 awesome-ai 9 erlang 9 bug-bounty 9 sre 9 ux 9 websites 9 semantic-segmentation 9 video-generation 9 mcp-server 9 neuroscience 9 elixir 9 quantization 9 chrome 9 ide 9 reference 9 jupyter-notebook 9 applications 9 system-design 9 unix 9 python-library 9 functional-programming 9 3d-reconstruction 9 few-shot-learning 9 leadership 9 infrastructure-as-code 9 explainable-ai 9 malware 9 sentiment-analysis 9 in-context-learning 9 conference 9