Github-Ranking-AI

A list of the most popular AI Topic repositories on GitHub based on the number of stars they have received.| AI相关主题Github仓库排名,每日自动更新。

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Github Ranking

Top 100 Stars in LLaMA

Ranking Project Name Stars Forks Language Open Issues Description Last Commit
1 ollama 142964 12008 Go 1561 Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 3, Mistral Small 3.1 and other large language models. 2025-06-07T03:30:04Z
2 llama.cpp 81430 12027 C++ 331 LLM inference in C/C++ 2025-06-06T19:16:00Z
3 llama 58337 9783 Python 435 Inference code for Llama models 2025-01-26T21:42:26Z
4 LLaMA-Factory 51757 6256 Python 476 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-06-07T01:00:09Z
5 vllm 49057 7828 Python 1899 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-06-07T03:10:24Z
6 llama_index 42149 6031 Python 242 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-06-06T19:43:24Z
7 unsloth 40127 3179 Python 837 Finetune Qwen3, Llama 4, TTS, DeepSeek-R1 & Gemma 3 LLMs 2x faster with 70% less memory! 🦥 2025-06-06T12:55:49Z
8 quivr 37958 3641 Python 4 Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want. 2025-06-05T08:58:25Z
9 Langchain-Chatchat 35225 5907 TypeScript 169 Langchain-Chatchat(原Langchain-ChatGLM)基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain 2025-03-25T15:45:51Z
10 aider 34002 3103 Python 860 aider is AI pair programming in your terminal 2025-06-06T16:43:32Z
11 LocalAI 33077 2529 Go 453 :robot: The free, Open Source alternative to OpenAI, Claude and others. Self-hosted 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. Features: Generate Text, Audio, Video, Images, Voice Cloning, Distributed, P2P inference 2025-06-06T08:20:50Z
12 khoj 30264 1704 Python 75 Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - free. 2025-06-06T22:49:17Z
13 llama3 28762 3396 Python 171 The official Meta Llama 3 GitHub site 2025-01-26T21:39:06Z
14 LLaVA 22728 2505 Python 1074 [NeurIPS’23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond. 2024-08-12T09:52:38Z
15 llamafile 22567 1191 C++ 151 Distribute and run LLMs with a single file. 2025-05-14T22:23:40Z
16 fish-speech 21488 1734 Python 31 SOTA Open Source TTS 2025-06-06T16:18:33Z
17 Awesome-Chinese-LLM 20283 1952 None 5 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。 2025-05-19T06:11:57Z
18 alpaca-lora 18910 2228 Jupyter Notebook 333 Instruct-tune LLaMA on consumer hardware 2024-07-29T13:37:49Z
19 Chinese-LLaMA-Alpaca 18850 1894 Python 2 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
20 llama2.c 18450 2270 C 124 Inference Llama 2 in one file of pure C 2024-08-06T09:44:40Z
21 llama-cookbook 17432 2507 Jupyter Notebook 18 Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services 2025-06-06T23:14:28Z
22 repomix 16685 716 TypeScript 91 📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more. 2025-06-07T03:33:12Z
23 ChuanhuChatGPT 15417 2279 Python 122 GUI for ChatGPT API and many LLMs. Supports agents, file-based QA, GPT finetuning and query with web search. All with a neat UI. 2025-03-13T09:36:38Z
24 llama3-from-scratch 14990 1269 Jupyter Notebook 13 llama3 implementation one matrix multiplication at a time 2024-05-23T14:34:05Z
25 sglang 14941 1935 Python 462 SGLang is a fast serving framework for large language models and vision language models. 2025-06-07T03:30:49Z
26 Llama-Chinese 14599 1306 Python 196 Llama中文社区,实时汇总最新Llama学习资料,构建最好的中文Llama大模型开源生态,完全开源可商用 2025-04-06T09:16:55Z
27 mastra 13813 809 TypeScript 79 The TypeScript AI agent framework. ⚡ Assistants, RAG, observability. Supports any LLM: GPT-4, Claude, Gemini, Llama. 2025-06-07T01:24:08Z
28 dalai 13076 1397 CSS 293 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
29 PaddleNLP 12615 3040 Python 161 Easy-to-use and powerful LLM and SLM library with awesome model zoo. 2025-06-06T15:14:40Z
30 h2ogpt 11829 1293 Python 288 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://gpt-docs.h2o.ai/ 2025-05-25T19:02:29Z
31 ludwig 11482 1213 Python 41 Low-code framework for building custom LLMs, neural networks, and other AI models 2025-06-02T20:17:35Z
32 OpenLLM 11327 726 Python 2 Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud. 2025-06-03T18:01:19Z
33 llama-gpt 10975 711 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
34 shell_gpt 10950 868 Python 85 A command-line productivity tool powered by AI large language models like GPT-4, will help you accomplish your tasks faster and more efficiently. 2025-04-11T08:40:09Z
35 petals 9657 560 Python 92 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading 2024-09-07T11:54:28Z
36 AstrBot 9496 650 Python 228 ✨ 易上手的多平台 LLM 聊天机器人及开发框架 ✨ 平台支持 QQ、QQ频道、Telegram、微信、企微、飞书、钉钉 | 知识库、MCP 服务器、OpenAI、DeepSeek、Gemini、硅基流动、月之暗面、Ollama、OneAPI、Dify 等。 WebUI。 2025-06-06T17:20:56Z
37 llama-cpp-python 9203 1142 Python 551 Python bindings for llama.cpp 2025-05-08T11:09:37Z
38 bisheng 8755 1434 TypeScript 101 BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level System Management, Observability and more. 2025-06-06T09:28:08Z
39 TinyLlama 8536 538 Python 45 The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens. 2024-05-03T20:21:20Z
40 PowerInfer 8218 430 C++ 115 High-speed Large Language Model Serving for Local Deployment 2025-02-19T08:15:55Z
41 BELLE 8167 767 HTML 105 BELLE: Be Everyone’s Large Language model Engine(开源中文对话大模型) 2024-10-16T11:38:59Z
42 oumi 8156 605 Python 35 Easily fine-tune, evaluate and deploy Qwen3, DeepSeek-R1, Llama 4 or any open source LLM / VLM! 2025-06-07T00:23:23Z
43 inference 7990 680 Python 155 Replace OpenAI GPT with another LLM in your app by changing a single line of code. Xinference gives you the freedom to use any LLM you need. With Xinference, you’re empowered to run inference with any open-source language models, speech recognition models, and multimodal models, whether in the cloud, on-premises, or even on your laptop. 2025-06-05T05:30:02Z
44 reor 7983 483 JavaScript 106 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
45 ipex-llm 7971 1352 Python 1169 Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, DeepSeek, Mixtral, Gemma, Phi, MiniCPM, Qwen-VL, MiniCPM-V, etc.) on Intel XPU (e.g., local PC with iGPU and NPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, vLLM, DeepSpeed, Axolotl, etc. 2025-06-06T09:20:49Z
46 ms-swift 7956 678 Python 697 Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 500+ LLMs (Qwen3, Qwen3-MoE, Llama4, InternLM3, DeepSeek-R1, …) and 200+ MLLMs (Qwen2.5-VL, Qwen2.5-Omni, Qwen2-Audio, Ovis2, InternVL3, Llava, GLM4v, Phi4, …) (AAAI 2025). 2025-06-06T08:44:23Z
47 llama-stack 7830 1051 Python 140 Composable building blocks to build Llama Apps 2025-06-07T00:37:43Z
48 langchain4j 7818 1440 Java 425 Java version of LangChain 2025-06-07T00:49:16Z
49 GPTCache 7578 536 Python 70 Semantic cache for LLMs. Fully integrated with LangChain and llama_index. 2024-09-18T02:05:21Z
50 open_llama 7498 401 None 37 OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset 2023-07-16T13:42:13Z
51 Chinese-LLaMA-Alpaca-2 7158 570 Python 1 中文LLaMA-2 & Alpaca-2大模型二期项目 + 64K超长上下文模型 (Chinese LLaMA-2 & Alpaca-2 LLMs with 64K long context models) 2024-09-23T02:52:19Z
52 promptfoo 7105 565 TypeScript 172 Test your prompts, agents, and RAGs. Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration. 2025-06-06T23:45:40Z
53 llama-models 7055 1172 Python 117 Utilities intended for use with Llama models. 2025-06-02T14:30:54Z
54 k8sgpt 6673 825 Go 77 Giving Kubernetes Superpowers to everyone 2025-06-06T21:06:42Z
55 lmdeploy 6477 554 Python 445 LMDeploy is a toolkit for compressing, deploying, and serving LLMs. 2025-06-06T13:48:10Z
56 Firefly 6437 580 Python 204 Firefly: 大模型训练工具,支持训练Qwen2.5、Qwen2、Yi1.5、Phi-3、Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、Llama、Qwen、Baichuan、ChatGLM2、InternLM、Ziya2、Vicuna、Bloom等大模型 2024-10-24T02:27:42Z
57 lit-llama 6064 520 Python 109 Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed. 2024-09-06T11:38:12Z
58 llamacoder 6060 1435 TypeScript 44 Open source Claude Artifacts – built with Llama 3.1 405B 2025-04-08T15:15:38Z
59 LaWGPT 5980 553 Python 86 🎉 Repo for LaWGPT, Chinese-Llama tuned with Chinese Legal knowledge. 基于中文法律知识的大语言模型 2024-06-11T07:20:19Z
60 LLaMA-Adapter 5877 380 Python 107 [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters 2024-03-14T08:12:53Z
61 mergekit 5792 558 Python 213 Tools for merging pretrained large language models. 2025-06-07T01:40:08Z
62 airllm 5784 459 Jupyter Notebook 112 AirLLM 70B inference with single 4GB GPU 2025-05-06T13:11:40Z
63 serge 5722 399 Svelte 18 A web interface for chatting with Alpaca through llama.cpp. Fully dockerized, with an easy to use API. 2025-06-06T08:55:12Z
64 Baichuan-7B 5689 504 Python 85 A large-scale 7B pretraining language model developed by BaiChuan-Inc. 2024-07-18T14:23:01Z
65 awesome-LLM-resources 5407 528 None 0 🧑‍🚀 全世界最好的LLM资料总结(视频生成、Agent、辅助编程、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型) | Summary of the world’s best LLM resources. 2025-05-25T03:19:23Z
66 enchanted 5391 354 Swift 95 Enchanted is iOS and macOS app for chatting with private self hosted language models such as Llama2, Mistral or Vicuna using Ollama. 2025-03-19T20:19:21Z
67 llama-fs 5288 344 TypeScript 50 A self-organizing file system with llama 3 2025-02-18T01:58:14Z
68 Liger-Kernel 5162 346 Python 56 Efficient Triton Kernels for LLM Training 2025-06-07T02:12:46Z
69 YuE 5064 563 Python 66 YuE: Open Full-song Music Generation Foundation Model, something similar to Suno.ai but open 2025-06-04T13:08:48Z
70 llm-scraper 4928 283 TypeScript 5 Turn any webpage into structured data using LLMs 2025-05-18T11:11:18Z
71 llm-answer-engine 4900 764 TypeScript 25 Build a Perplexity-Inspired Answer Engine Using Next.js, Groq, Llama-3, Langchain, OpenAI, Upstash, Brave & Serper 2024-09-28T16:41:53Z
72 Huatuo-Llama-Med-Chinese 4792 481 Python 28 Repo for BenTsao [original name: HuaTuo (华驼)], Instruction-tuning Large Language Models with Chinese Medical Knowledge. 本草(原名:华驼)模型仓库,基于中文医学知识的大语言模型指令微调 2025-02-21T02:04:37Z
73 tensorzero 4523 302 Rust 209 TensorZero creates a feedback loop for optimizing LLM applications — turning production data into smarter, faster, and cheaper models. 2025-06-06T22:14:30Z
74 h2o-llmstudio 4318 445 Python 37 H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/ 2025-04-10T14:42:59Z
75 GPT-4-LLM 4306 306 HTML 13 Instruction Tuning with GPT-4 2023-06-11T13:40:30Z
76 llama-stack-apps 4253 626 None 20 Agentic components of the Llama Stack APIs 2025-04-30T18:01:33Z
77 g1 4219 379 Python 1 g1: Using Llama-3.1 70b on Groq to create o1-like reasoning chains 2025-01-27T18:36:13Z
78 llama-dl 4161 417 Shell 9 High-speed download of LLaMA, Facebook’s 65B parameter GPT model 2023-06-28T16:56:55Z
79 Chinese-Vicuna 4156 417 C 65 Chinese-Vicuna: A Chinese Instruction-following LLaMA-based Model —— 一个中文低资源的llama+lora方案,结构参考alpaca 2025-04-18T02:41:35Z
80 llama3-Chinese-chat 4147 339 Python 29 Llama3、Llama3.1 中文后训练版仓库 - 微调、魔改版本有趣权重 & 训练、推理、评测、部署教程视频 & 文档。 2025-05-07T06:09:40Z
81 llama_cloud_services 3997 423 Python 247 Knowledge Agents and Management in the Cloud 2025-06-06T15:35:37Z
82 MedicalGPT 3931 580 Python 46 MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型,实现了包括增量预训练(PT)、有监督微调(SFT)、RLHF、DPO、ORPO、GRPO。 2025-05-31T09:42:10Z
83 smolvlm-realtime-webcam 3852 549 HTML 11 Real-time webcam demo with SmolVLM and llama.cpp server 2025-05-12T17:24:39Z
84 obsidian-smart-connections 3752 217 JavaScript 370 Chat with your notes & see links to related content with AI embeddings. Use local models or 100+ via APIs like Claude, Gemini, ChatGPT & Llama 3 2025-06-07T00:59:08Z
85 casibase 3710 436 Go 30 ⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-context-protocol)/A2A (agent-to-agent) management platform with admin UI, user management and Single-Sign-On⚡️, supports ChatGPT, Claude, Llama, Ollama, HuggingFace, etc., chat bot demo: https://ai.casibase.com, admin UI demo: https://ai-admin.casibase.com 2025-06-05T12:25:03Z
86 free-llm-api-resources 3584 316 Python 5 A list of free LLM inference resources accessible via API. 2025-06-07T01:27:42Z
87 paperless-ai 3483 128 JavaScript 15 An automated document analyzer for Paperless-ngx using OpenAI API, Ollama, Deepseek-r1, Azure and all OpenAI API compatible Services to automatically analyze and tag your documents. 2025-06-03T17:39:19Z
88 zero_nlp 3480 408 Jupyter Notebook 100 中文nlp解决方案(大模型、数据、模型、训练、推理) 2025-06-02T09:52:53Z
89 llama-hub 3479 730 Jupyter Notebook 82 A library of data loaders for LLMs made by the community – to be used with LlamaIndex and/or LangChain 2024-03-01T15:17:16Z
90 PurpleLlama 3453 566 Python 7 Set of tools to assess and improve LLM security. 2025-05-30T16:58:57Z
91 transformerlab-app 3393 288 TypeScript 50 Open Source Application for Advanced LLM Engineering: interact, train, fine-tune, and evaluate large language models on your own computer. 2025-06-06T23:21:45Z
92 higgsfield 3386 568 Jupyter Notebook 1 Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters 2024-05-25T17:43:07Z
93 langroid 3382 322 Python 55 Harness LLMs with Multi-Agent Programming 2025-06-06T06:38:17Z
94 lightllm 3281 257 Python 76 LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance. 2025-06-06T13:56:42Z
95 LangChain-ChatGLM-Webui 3266 495 Python 45 基于LangChain和ChatGLM-6B等系列LLM的针对本地知识库的自动问答 2024-04-15T15:03:05Z
96 YAYI 3260 44 Python 0 雅意大模型:为客户打造安全可靠的专属大模型,基于大规模中英文多领域指令数据训练的 LlaMA 2 & BLOOM 系列模型,由中科闻歌算法团队研发。(Repo for YaYi Chinese LLMs based on LlaMA2 & BLOOM) 2024-01-17T07:37:16Z
97 LLamaSharp 3221 433 C# 38 A C#/.NET library to run LLM (🦙LLaMA/LLaVA) on your local device efficiently. 2025-06-06T13:03:23Z
98 InternGPT 3212 230 Python 19 InternGPT (iGPT) is an open source demo platform where you can easily showcase your AI models. Now it supports DragGAN, ChatGPT, ImageBind, multimodal chat like GPT-4, SAM, interactive image editing, etc. Try it at igpt.opengvlab.com (支持DragGAN、ChatGPT、ImageBind、SAM的在线Demo系统) 2024-08-20T12:51:03Z
99 llms-from-scratch-cn 3145 437 Jupyter Notebook 12 仅需Python基础,从0构建大语言模型;从0逐步构建GLM4\Llama3\RWKV6, 深入理解大模型原理 2024-08-15T02:19:06Z
100 Linly 3055 232 Python 109 Chinese-LLaMA 1&2、Chinese-Falcon 基础模型;ChatFlow中文对话模型;中文OpenLLaMA模型;NLP预训练/指令微调数据集 2024-04-14T05:19:19Z