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Top 100 Stars in LLM

Ranking Project Name Stars Forks Language Open Issues Description Last Commit
1 ollama 75115 5625 Go 826 Get up and running with Llama 3, Mistral, Gemma, and other large language models. 2024-06-24T03:07:25Z
2 gpt4all 66014 7264 C++ 422 GPT4All: Chat with Local LLMs on Any Device 2024-06-24T03:21:34Z
3 gpt_academic 60717 7575 Python 266 为GPT/GLM等LLM大语言模型提供实用化交互接口,特别优化论文阅读/润色/写作体验,模块化设计,支持自定义快捷按钮&函数插件,支持Python和C++等项目剖析&自译解功能,PDF/LaTex论文翻译&总结功能,支持并行问询多种LLM模型,支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。 2024-06-19T12:56:33Z
4 llama.cpp 60642 8648 C++ 330 LLM inference in C/C++ 2024-06-24T02:15:32Z
5 MetaGPT 41143 4903 Python 268 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2024-06-22T06:59:01Z
6 dify 34899 4684 TypeScript 243 Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production. 2024-06-24T03:17:18Z
7 quivr 33894 3319 Python 73 Open-source RAG Framework for building GenAI Second Brains 🧠 Build productivity assistant (RAG) ⚡️🤖 Chat with your docs (PDF, CSV, ...) & apps using Langchain, GPT 3.5 / 4 turbo, Private, Anthropic, VertexAI, Ollama, LLMs, Groq that you can share with users ! Efficient retrieval augmented generation framework 2024-06-23T15:56:27Z
8 lobe-chat 33578 7884 TypeScript 336 🤯 Lobe Chat - an open-source, modern-design LLMs/AI chat framework. Supports Multi AI Providers( OpenAI / Claude 3 / Gemini / Ollama / Bedrock / Azure / Mistral / Perplexity ), Multi-Modals (Vision/TTS) and plugin system. One-click FREE deployment of your private ChatGPT chat application. 2024-06-24T03:20:02Z
9 llm-course 33394 3472 Jupyter Notebook 38 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2024-06-11T14:28:33Z
10 llama_index 32941 4571 Python 633 LlamaIndex is a data framework for your LLM applications 2024-06-24T02:37:03Z
11 Langchain-Chatchat 29200 5131 Python 81 Langchain-Chatchat(原Langchain-ChatGLM)基于 Langchain 与 ChatGLM 等语言模型的本地知识库问答 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM) QA app with langchain 2024-06-23T13:23:52Z
12 open-webui 28742 3087 Svelte 115 User-friendly WebUI for LLMs (Formerly Ollama WebUI) 2024-06-24T03:11:10Z
13 milvus 27906 2688 Go 706 A cloud-native vector database, storage for next generation AI applications 2024-06-24T03:12:38Z
14 OpenDevin 27864 3176 Python 146 🐚 OpenDevin: Code Less, Make More 2024-06-24T03:05:58Z
15 Mr.-Ranedeer-AI-Tutor 27768 3197 None 11 A GPT-4 AI Tutor Prompt for customizable personalized learning experiences. 2024-03-25T13:06:55Z
16 chatgpt-on-wechat 27524 7356 Python 383 基于大模型搭建的聊天机器人,同时支持 微信公众号、企业微信应用、飞书、钉钉 等接入,可选择GPT3.5/GPT-4o/GPT4.0/ Claude/文心一言/讯飞星火/通义千问/ Gemini/GLM-4/Claude/Kimi/LinkAI,能处理文本、语音和图片,访问操作系统和互联网,支持基于自有知识库进行定制企业智能客服。 2024-06-24T03:22:22Z
17 Flowise 26841 13796 TypeScript 362 Drag & drop UI to build your customized LLM flow 2024-06-24T01:08:30Z
18 ChatTTS 25698 2782 Python 211 A generative speech model for daily dialogue. 2024-06-24T00:27:13Z
19 LLaMA-Factory 24827 3067 Python 89 Unify Efficient Fine-Tuning of 100+ LLMs 2024-06-22T13:07:45Z
20 ChatDev 24217 3032 Shell 18 Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration) 2024-06-21T08:26:33Z
21 JARVIS 23273 1930 Python 73 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2024-04-24T01:38:16Z
22 mindsdb 22176 2944 Python 238 The platform for building AI from enterprise data 2024-06-23T05:46:31Z
23 vllm 21512 3011 Python 949 A high-throughput and memory-efficient inference and serving engine for LLMs 2024-06-24T02:59:53Z
24 LocalAI 21377 1637 C++ 297 🤖 The free, Open Source OpenAI alternative. Self-hosted, community-driven and local-first. Drop-in replacement for OpenAI running on consumer-grade hardware. No GPU required. Runs gguf, transformers, diffusers and many more models architectures. It allows to generate Text, Audio, Video, Images. Also with voice cloning capabilities. 2024-06-24T02:30:22Z
25 llm.c 21054 2269 Cuda 60 LLM training in simple, raw C/CUDA 2024-06-24T03:21:42Z
26 jan 20484 1171 TypeScript 186 Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. Multiple engine support (llama.cpp, TensorRT-LLM) 2024-06-23T18:21:07Z
27 LLMs-from-scratch 20250 2005 Jupyter Notebook 0 Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step 2024-06-24T02:48:25Z
28 architecture.of.internet-product 19935 4648 HTML 3 互联网公司技术架构,微信/淘宝/微博/腾讯/阿里/美团点评/百度/OpenAI/Google/Facebook/Amazon/eBay的架构,欢迎PR补充 2024-02-17T12:02:24Z
29 chatbox 19548 1991 TypeScript 288 User-friendly Desktop Client App for AI Models/LLMs (GPT, Claude, Gemini, Ollama...) 2024-06-13T20:01:30Z
30 semantic-kernel 19248 2843 C# 452 Integrate cutting-edge LLM technology quickly and easily into your apps 2024-06-23T23:46:07Z
31 unilm 19004 2430 Python 552 Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities 2024-06-17T23:15:35Z
32 Chinese-LLaMA-Alpaca 17814 1829 Python 1 中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs) 2024-04-30T04:28:38Z
33 mlc-llm 17621 1401 Python 139 Universal LLM Deployment Engine with ML Compilation 2024-06-22T07:04:55Z
34 llamafile 16511 822 C++ 98 Distribute and run LLMs with a single file. 2024-06-22T16:56:39Z
35 anything-llm 16409 1729 JavaScript 141 The all-in-one Desktop & Docker AI application with full RAG and AI Agent capabilities. 2024-06-22T04:42:51Z
36 agentic 15902 2100 TypeScript 2 AI agent stdlib that works with any LLM and TypeScript AI SDK. 2024-06-23T07:19:35Z
37 one-api 15727 3649 JavaScript 541 OpenAI 接口管理 & 分发系统,支持 Azure、Anthropic Claude、Google PaLM 2 & Gemini、智谱 ChatGLM、百度文心一言、讯飞星火认知、阿里通义千问、360 智脑以及腾讯混元,可用于二次分发管理 key,仅单可执行文件,已打包好 Docker 镜像,一键部署,开箱即用. OpenAI key management & redistribution system, using a single API for all LLMs, and features an English UI. 2024-06-23T10:58:50Z
38 Awesome-LLM 15714 1255 None 0 Awesome-LLM: a curated list of Large Language Model 2024-06-24T03:19:33Z
39 ChatGLM2-6B 15579 1847 Python 425 ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型 2024-04-11T03:31:03Z
40 ChuanhuChatGPT 14969 2271 Python 113 GUI for ChatGPT API and many LLMs. Supports agents, file-based QA, GPT finetuning and query with web search. All with a neat UI. 2024-06-22T06:00:27Z
41 FastGPT 14877 3821 TypeScript 175 FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration. 2024-06-24T01:32:11Z
42 SuperAGI 14851 1765 Python 128 <⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably. 2024-06-20T23:48:06Z
43 peft 14756 1396 Python 28 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. 2024-06-23T11:43:35Z
44 kubesphere 14597 2103 Go 474 The container platform tailored for Kubernetes multi-cloud, datacenter, and edge management ⎈ 🖥 ☁️ 2024-06-19T03:14:42Z
45 haystack 14387 1695 Python 114 🔍 LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots. 2024-06-23T17:47:46Z
46 DocsGPT 14380 1431 Python 73 GPT-powered chat for documentation, chat with your documents 2024-06-23T22:47:02Z
47 evals 14286 2534 Python 84 Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks. 2024-06-23T22:50:16Z
48 MoneyPrinterTurbo 13878 2154 Python 26 利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM. 2024-06-21T03:01:41Z
49 dalai 13081 1431 CSS 295 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
50 ChatGLM3 12914 1494 Python 14 ChatGLM3 series: Open Bilingual Chat LLMs | 开源双语对话语言模型 2024-06-20T08:09:04Z
51 crawlee 12820 559 TypeScript 108 Crawlee—A web scraping and browser automation library for Node.js to build reliable crawlers. In JavaScript and TypeScript. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Puppeteer, Playwright, Cheerio, JSDOM, and raw HTTP. Both headful and headless mode. With proxy rotation. 2024-06-24T00:11:25Z
52 continue 12775 853 TypeScript 316 ⏩ Continue is the leading open-source AI code assistant. You can connect any models and any context to build custom autocomplete and chat experiences inside VS Code and JetBrains 2024-06-24T02:47:57Z
53 Awesome-Chinese-LLM 12711 1161 None 2 整理开源的中文大语言模型,以规模较小、可私有化部署、训练成本较低的模型为主,包括底座模型,垂直领域微调及应用,数据集与教程等。 2024-06-08T11:35:24Z
54 Llama-Chinese 12700 1156 Python 183 Llama中文社区,Llama3在线体验和微调模型已开放,实时汇总最新Llama3学习资料,已将所有代码更新适配Llama3,构建最好的中文Llama大模型,完全开源可商用 2024-05-15T08:21:59Z
55 Qwen 12248 990 Python 6 The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud. 2024-06-20T08:40:36Z
56 botpress 12166 1683 TypeScript 6 The open-source hub to build & deploy GPT/LLM Agents ⚡️ 2024-06-21T19:57:25Z
57 Scrapegraph-ai 12165 932 Python 15 Python scraper based on AI 2024-06-23T15:54:32Z
58 DB-GPT 12080 1580 Python 112 AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents 2024-06-23T17:24:16Z
59 RWKV-LM 11926 819 Python 66 RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding. 2024-06-11T00:28:10Z
60 unsloth 11856 763 Python 314 Finetune Llama 3, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory 2024-06-21T09:25:54Z
61 SWE-agent 11777 1168 Python 54 SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It solves 12.47% of bugs in the SWE-bench evaluation set and takes just 1 minute to run. 2024-06-23T05:51:30Z
62 khoj 11729 584 Python 54 Your AI second brain. Get answers to your questions, whether they be online or in your own notes. Use online AI models (e.g gpt4) or private, local LLMs (e.g llama3). Self-host locally or use our cloud instance. Access from Obsidian, Emacs, Desktop app, Web or Whatsapp. 2024-06-23T10:37:25Z
63 PaddleNLP 11676 2856 Python 484 👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc. 2024-06-22T03:47:41Z
64 pandas-ai 11647 1068 Python 82 Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG. 2024-06-21T12:27:19Z
65 web-llm 11565 719 TypeScript 50 High-performance In-browser LLM Inference Engine 2024-06-21T00:27:45Z
66 ludwig 10952 1175 Python 300 Low-code framework for building custom LLMs, neural networks, and other AI models 2024-06-17T22:21:05Z
67 h2ogpt 10901 1197 Python 256 Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://codellama.h2o.ai/ 2024-06-22T00:28:17Z
68 MemGPT 10638 1141 Python 235 Create LLM agents with long-term memory and custom tools 📚🦙 2024-06-24T03:08:13Z
69 gorilla 10525 825 Python 71 Gorilla: An API store for LLMs 2024-06-24T01:07:54Z
70 open-llms 10500 648 None 2 📋 A list of open LLMs available for commercial use. 2024-05-25T06:39:52Z
71 llama-gpt 10490 663 TypeScript 84 A self-hosted, offline, ChatGPT-like chatbot. Powered by Llama 2. 100% private, with no data leaving your device. New: Code Llama support! 2024-04-23T18:56:06Z
72 llm-cookbook 10263 1229 Jupyter Notebook 0 面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版 2024-06-23T08:49:07Z
73 phidata 10253 1475 Python 52 Build AI Assistants with memory, knowledge and tools. 2024-06-21T20:13:02Z
74 llama-recipes 10235 1454 Jupyter Notebook 85 Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger. 2024-06-22T03:33:45Z
75 ml-engineering 10109 595 Python 1 Machine Learning Engineering Open Book 2024-06-06T19:06:53Z
76 litellm 9939 1097 Python 458 Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate (100+ LLMs) 2024-06-24T03:10:01Z
77 plandex 9743 698 Go 19 AI driven development in your terminal. Designed for large, real-world tasks. 2024-06-23T08:51:43Z
78 qlora 9649 792 Jupyter Notebook 188 QLoRA: Efficient Finetuning of Quantized LLMs 2024-06-10T19:20:16Z
79 ragflow 9626 926 Python 239 RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding. 2024-06-24T02:41:04Z
80 LLMSurvey 9414 729 Python 19 The official GitHub page for the survey paper "A Survey of Large Language Models". 2024-05-19T06:26:06Z
81 Self-Hosting-Guide 9375 495 Dockerfile 6 Self-Hosting Guide. Learn all about locally hosting (on premises & private web servers) and managing software applications by yourself or your organization. Including Cloud, LLMs, WireGuard, Automation, Home Assistant, and Networking. 2024-05-29T05:32:03Z
82 OpenLLM 9173 582 Python 58 Run any open-source LLMs, such as Llama 2, Mistral, as OpenAI compatible API endpoint in the cloud. 2024-06-17T17:35:16Z
83 mistral-inference 9090 796 Jupyter Notebook 99 Official inference library for Mistral models 2024-06-22T18:18:17Z
84 WizardLM 9031 706 Python 160 LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath 2024-05-02T19:30:22Z
85 LLMsPracticalGuide 8935 682 None 9 A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers) 2024-05-31T06:39:37Z
86 petals 8863 484 Python 76 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading 2024-06-21T10:44:25Z
87 embedchain 8861 1125 Python 119 Memory for AI agents 2024-06-23T22:51:00Z
88 shell_gpt 8744 691 Python 47 A command-line productivity tool powered by AI large language models like GPT-4, will help you accomplish your tasks faster and more efficiently. 2024-06-21T07:35:48Z
89 vanna 8645 640 Python 70 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄. 2024-06-21T23:41:11Z
90 promptflow 8630 762 Python 84 Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring. 2024-06-24T01:29:32Z
91 minbpe 8616 779 Python 27 Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization. 2024-06-17T09:19:31Z
92 activepieces 8532 932 TypeScript 144 Your friendliest open source all-in-one automation tool ✨ Workflow automation tool 100+ integration / Enterprise automation tool / Zapier Alternative 2024-06-23T21:27:09Z
93 ai 8421 1176 TypeScript 150 Build AI-powered applications with React, Svelte, Vue, and Solid 2024-06-23T21:47:42Z
94 nebuly 8363 647 Python 98 The user analytics platform for LLMs 2023-10-28T10:19:07Z
95 FreeAskInternet 8240 881 Python 51 FreeAskInternet is a completely free, PRIVATE and LOCALLY running search aggregator & answer generate using MULTI LLMs, without GPU needed. The user can ask a question and the system will make a multi engine search and combine the search result to LLM and generate the answer based on search results. It's all FREE to use. 2024-04-18T06:46:33Z
96 TypeChat 8031 377 TypeScript 54 TypeChat is a library that makes it easy to build natural language interfaces using types. 2024-06-18T11:23:20Z
97 litgpt 8020 803 Python 180 Pretrain, finetune, deploy 20+ LLMs on your own data. Uses state-of-the-art techniques: flash attention, FSDP, 4-bit, LoRA, and more. 2024-06-21T22:21:03Z
98 bisheng 7972 1369 Python 30 Bisheng is an open LLM devops platform for next generation AI applications. 2024-06-24T02:47:55Z
99 deeplake 7841 602 Python 54 Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai 2024-06-23T07:35:53Z
100 XAgent 7773 794 Python 44 An Autonomous LLM Agent for Complex Task Solving 2024-05-02T16:13:09Z