Skip to content

Latest commit

 

History

History
108 lines (105 loc) · 24.1 KB

LLM.md

File metadata and controls

108 lines (105 loc) · 24.1 KB

Top 100 Stars in LLM

Ranking Project Name Stars Forks Language Open Issues Description Last Commit
1 ollama 69126 5053 Go 730 Get up and running with Llama 3, Mistral, Gemma, and other large language models. 2024-05-26T03:12:01Z
2 gpt4all 65335 7203 C++ 404 gpt4all: run open-source LLMs anywhere 2024-05-25T18:49:56Z
3 gpt_academic 59185 7423 Python 242 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。 2024-05-23T16:35:24Z
4 llama.cpp 58887 8366 C++ 341 LLM inference in C/C++ 2024-05-26T00:56:34Z
5 MetaGPT 40228 4778 Python 236 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2024-05-25T07:22:29Z
6 quivr 33379 3271 Python 84 Your GenAI Second Brain 🧠 A personal 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 ! Local & Private alternative to OpenAI GPTs & ChatGPT powered by retrieval-augmented generation. 2024-05-25T10:06:52Z
7 llama_index 32001 4394 Python 688 LlamaIndex is a data framework for your LLM applications 2024-05-26T03:09:54Z
8 lobe-chat 31640 7482 TypeScript 320 🤯 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. 2024-05-26T00:58:14Z
9 llm-course 31452 3246 Jupyter Notebook 33 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2024-05-25T16:03:07Z
10 dify 30884 4060 TypeScript 239 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. 2024-05-25T17:08:45Z
11 Langchain-Chatchat 28369 4976 Python 117 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 2024-05-25T07:29:33Z
12 milvus 27422 2639 Go 659 A cloud-native vector database, storage for next generation AI applications 2024-05-26T02:45:49Z
13 Mr.-Ranedeer-AI-Tutor 27103 3124 None 11 A GPT-4 AI Tutor Prompt for customizable personalized learning experiences. 2024-03-25T13:06:55Z
14 chatgpt-on-wechat 26302 7080 Python 364 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。 2024-05-25T15:34:48Z
15 OpenDevin 26194 2933 Python 146 🐚 OpenDevin: Code Less, Make More 2024-05-26T03:13:12Z
16 Flowise 25663 13137 TypeScript 330 Drag & drop UI to build your customized LLM flow 2024-05-24T22:22:10Z
17 open-webui 23863 2505 Svelte 125 User-friendly WebUI for LLMs (Formerly Ollama WebUI) 2024-05-26T00:43:31Z
18 ChatDev 23632 2957 Shell 11 Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration) 2024-05-16T11:22:28Z
19 JARVIS 23164 1921 Python 73 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2024-04-24T01:38:16Z
20 LLaMA-Factory 22941 2764 Python 83 Unify Efficient Fine-Tuning of 100+ LLMs 2024-05-25T06:18:51Z
21 mindsdb 21528 2732 Python 359 The platform for customizing AI from enterprise data 2024-05-25T02:37:51Z
22 LocalAI 20643 1562 C++ 274 🤖 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. 2024-05-25T22:25:32Z
23 vllm 20002 2701 Python 873 A high-throughput and memory-efficient inference and serving engine for LLMs 2024-05-26T02:59:34Z
24 architecture.of.internet-product 19911 4643 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
25 llm.c 19240 2034 Cuda 54 LLM training in simple, raw C/CUDA 2024-05-26T02:39:11Z
26 chatbox 19044 1944 TypeScript 258 User-friendly Desktop Client App for AI Models/LLMs (GPT, Claude, Gemini, Ollama...) 2024-05-21T12:46:43Z
27 jan 18805 1082 TypeScript 190 Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. Multiple engine support (llama.cpp, TensorRT-LLM) 2024-05-25T15:56:43Z
28 semantic-kernel 18685 2754 C# 394 Integrate cutting-edge LLM technology quickly and easily into your apps 2024-05-25T19:17:54Z
29 unilm 18646 2406 Python 540 Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities 2024-05-23T11:15:33Z
30 Chinese-LLaMA-Alpaca 17615 1812 Python 3 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
31 mlc-llm 17302 1361 Python 134 Enable everyone to develop, optimize and deploy AI models natively on everyone's devices. 2024-05-26T00:53:02Z
32 LLMs-from-scratch 17002 1564 Jupyter Notebook 0 Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step 2024-05-25T23:17:01Z
33 llamafile 15707 774 C++ 96 Distribute and run LLMs with a single file. 2024-05-26T01:16:46Z
34 ChatGLM2-6B 15546 1840 Python 422 ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型 2024-04-11T03:31:03Z
35 Awesome-LLM 15037 1176 None 0 Awesome-LLM: a curated list of Large Language Model 2024-05-23T15:31:17Z
36 anything-llm 14901 1542 JavaScript 137 The all-in-one Desktop & Docker AI application with full RAG and AI Agent capabilities. 2024-05-25T03:30:13Z
37 ChuanhuChatGPT 14867 2247 Python 114 GUI for ChatGPT API and many LLMs. Supports agents, file-based QA, GPT finetuning and query with web search. All with a neat UI. 2024-05-20T15:07:47Z
38 one-api 14854 3455 JavaScript 502 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. 2024-05-25T22:48:49Z
39 SuperAGI 14675 1747 Python 126 <⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably. 2024-05-20T15:35:13Z
40 kubesphere 14459 2092 Go 466 The container platform tailored for Kubernetes multi-cloud, datacenter, and edge management ⎈ 🖥 ☁️ 2024-05-14T01:36:12Z
41 peft 14257 1322 Python 38 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. 2024-05-24T15:48:44Z
42 evals 14112 2524 Python 86 Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks. 2024-05-22T23:04:44Z
43 haystack 14022 1661 Python 103 🔍 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. 2024-05-25T07:10:01Z
44 FastGPT 13760 3537 TypeScript 179 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. 2024-05-24T13:12:26Z
45 dalai 13066 1435 CSS 295 The simplest way to run LLaMA on your local machine 2023-11-29T19:27:33Z
46 MoneyPrinterTurbo 12914 1967 Python 21 利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM. 2024-05-23T10:21:05Z
47 ChatGLM3 12561 1454 Python 11 ChatGLM3 series: Open Bilingual Chat LLMs | 开源双语对话语言模型 2024-05-24T13:07:30Z
48 crawlee 12518 541 TypeScript 110 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. 2024-05-26T01:04:33Z
49 Llama-Chinese 12229 1123 Python 177 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
50 botpress 12072 1663 TypeScript 6 The open-source hub to build & deploy GPT/LLM Agents ⚡️ 2024-05-24T17:55:13Z
51 Awesome-Chinese-LLM 11813 1059 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。 2024-05-19T14:33:35Z
52 RWKV-LM 11784 809 Python 64 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. 2024-05-16T09:13:33Z
53 continue 11747 746 TypeScript 244 ⏩ Open-source VS Code and JetBrains extensions that enable you to easily create your own modular AI software development system 2024-05-25T21:20:56Z
54 Qwen 11612 937 Python 11 The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud. 2024-05-22T01:25:15Z
55 PaddleNLP 11553 2842 Python 468 👑 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. 2024-05-24T08:51:23Z
56 DB-GPT 11334 1446 Python 119 AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents 2024-05-25T09:26:04Z
57 pandas-ai 11263 1021 Python 242 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. 2024-05-24T08:03:32Z
58 ludwig 10885 1169 Python 298 Low-code framework for building custom LLMs, neural networks, and other AI models 2024-05-23T22:13:50Z
59 h2ogpt 10782 1190 Python 245 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/ 2024-05-26T02:01:34Z
60 web-llm 10720 666 TypeScript 94 High-performance In-browser LLM Inference Engine 2024-05-26T03:21:15Z
61 SWE-agent 10548 1054 Python 47 SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It solves 12.29% of bugs in the SWE-bench evaluation set and takes just 1.5 minutes to run. 2024-05-25T00:47:32Z
62 unsloth 10430 652 Python 241 Finetune Llama 3, Mistral & Gemma LLMs 2-5x faster with 80% less memory 2024-05-25T13:56:36Z
63 llama-gpt 10406 659 TypeScript 82 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
64 gorilla 10356 799 Python 66 Gorilla: An API store for LLMs 2024-05-23T07:24:54Z
65 open-llms 10324 626 None 2 📋 A list of open LLMs available for commercial use. 2024-05-25T06:39:52Z
66 MemGPT 10271 1109 Python 221 Create LLM agents with long-term memory and custom tools 📚🦙 2024-05-26T00:27:46Z
67 ml-engineering 9995 589 Python 1 Machine Learning Engineering Open Book 2024-05-12T21:44:25Z
68 llama-recipes 9854 1394 Jupyter Notebook 127 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. 2024-05-23T17:49:00Z
69 llm-cookbook 9789 1157 Jupyter Notebook 6 面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版 2024-05-20T07:32:34Z
70 plandex 9573 688 Go 19 AI driven development in your terminal. Designed for large, real-world tasks. 2024-05-24T18:47:36Z
71 qlora 9548 783 Jupyter Notebook 185 QLoRA: Efficient Finetuning of Quantized LLMs 2023-10-03T12:37:11Z
72 litellm 9161 1014 Python 494 Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate (100+ LLMs) 2024-05-26T01:44:52Z
73 Scrapegraph-ai 9152 683 Python 17 Python scraper based on AI 2024-05-25T22:08:50Z
74 LLMSurvey 9105 702 Python 18 The official GitHub page for the survey paper "A Survey of Large Language Models". 2024-05-19T06:26:06Z
75 OpenLLM 8995 571 Python 86 Run any open-source LLMs, such as Llama 2, Mistral, as OpenAI compatible API endpoint in the cloud. 2024-05-23T16:59:17Z
76 Self-Hosting-Guide 8981 464 Dockerfile 4 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. 2024-04-28T23:00:46Z
77 WizardLM 8975 699 Python 158 LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath 2024-05-02T19:30:22Z
78 mistral-inference 8824 771 Jupyter Notebook 96 Official inference library for Mistral models 2024-05-25T16:18:21Z
79 LLMsPracticalGuide 8780 667 None 9 A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers) 2024-04-22T20:34:50Z
80 phidata 8757 1272 Python 40 Build AI Assistants with memory, knowledge and tools. 2024-05-24T21:22:51Z
81 petals 8752 470 Python 73 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading 2024-04-29T20:13:42Z
82 embedchain 8685 1093 Python 159 Personalizing LLM Responses 2024-05-24T08:23:12Z
83 shell_gpt 8498 667 Python 42 A command-line productivity tool powered by AI large language models like GPT-4, will help you accomplish your tasks faster and more efficiently. 2024-05-24T19:33:11Z
84 promptflow 8369 719 Python 83 Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring. 2024-05-25T00:40:52Z
85 nebuly 8360 649 Python 98 The user analytics platform for LLMs 2023-10-28T10:19:07Z
86 minbpe 8360 744 Python 25 Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization. 2024-05-23T14:51:01Z
87 ragflow 8159 749 Python 144 RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding. 2024-05-25T07:06:58Z
88 activepieces 8144 867 TypeScript 133 Your friendliest open source all-in-one automation tool ✨ Workflow automation tool 100+ integration / Enterprise automation tool / Zapier Alternative 2024-05-25T18:14:28Z
89 FreeAskInternet 8085 871 Python 49 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
90 ai 8072 1087 TypeScript 137 Build AI-powered applications with React, Svelte, Vue, and Solid 2024-05-25T20:21:05Z
91 TypeChat 7916 370 TypeScript 53 TypeChat is a library that makes it easy to build natural language interfaces using types. 2024-05-20T13:23:32Z
92 deeplake 7778 599 Python 53 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 2024-05-25T17:21:23Z
93 XAgent 7638 776 Python 42 An Autonomous LLM Agent for Complex Task Solving 2024-05-02T16:13:09Z
94 khoj 7459 344 Python 51 Your AI second brain. A copilot to get answers to your questions, whether they be from your own notes or from the internet. Use powerful, online (e.g gpt4) or private, local (e.g llama3) LLMs. Self-host locally or use our cloud instance. Access from Obsidian, Emacs, Desktop app, Web or Whatsapp. 2024-05-25T23:08:37Z
95 vanna 7418 527 Python 59 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄. 2024-05-23T17:07:07Z
96 burn 7323 350 Rust 180 Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals. 2024-05-26T01:16:41Z
97 bisheng 7228 1180 Python 27 Bisheng is an open LLM devops platform for next generation AI applications. 2024-05-24T10:32:52Z
98 txtai 7158 506 Python 22 💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows 2024-05-25T11:12:24Z
99 search_with_lepton 7143 904 TypeScript 31 Building a quick conversation-based search demo with Lepton AI. 2024-05-10T04:24:05Z
100 PowerInfer 7019 374 C++ 74 High-speed Large Language Model Serving on PCs with Consumer-grade GPUs 2024-05-20T05:27:36Z