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 186320 18964 Go 2641 Get up and running with Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models. 2026-11-08T00:36:55Z
2 llama.cpp 133701 25255 C++ 734 LLM inference in C/C++ 2026-11-08T09:50:09Z
3 vllm 96542 24546 Python 2819 A high-throughput and memory-efficient inference and serving engine for LLMs 2026-11-08T10:07:15Z
4 unsloth 79186 7369 Python 159 Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4.1, MiniMax-H3, Gemma 4, FLUX and more. 2026-11-08T10:08:58Z
5 LlamaFactory 75934 9351 Python 1016 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2026-11-06T12:20:51Z
6 llama 59619 9765 Python 478 Inference code for Llama models 2025-01-26T21:42:26Z
7 llama_index 52843 8532 Python 390 LlamaIndex is the document processing platform for AI 2026-11-06T22:58:11Z
8 LocalAI 50250 4582 Go 102 LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required. 2026-11-08T07:19:42Z
9 aider 50019 5148 Python 1412 aider is AI pair programming in your terminal 2026-05-22T14:02:20Z
10 AstrBot 46411 3418 Python 742 AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨ 2026-11-08T01:45:09Z
11 airllm 41955 4317 Jupyter Notebook 109 AirLLM 2.8T LLM inference with single 4GB GPU 2026-11-08T06:12:53Z
12 Langchain-Chatchat 38715 6254 Python 5 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 2025-11-10T09:27:42Z
13 sglang 38573 10261 Python 935 SGLang is a high-performance serving framework for large language models and multimodal models. 2026-11-08T10:11:04Z
14 khoj 38056 2537 Python 110 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. 2026-08-02T01:55:40Z
15 fish-speech 33614 2923 Python 10 SOTA Open Source TTS 2026-11-02T20:02:21Z
16 repomix 29184 1629 TypeScript 116 📦 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. 2026-11-08T08:56:26Z
17 llama3 29149 3515 Python 177 The official Meta Llama 3 GitHub site 2025-01-26T21:39:06Z
18 llamafile 26582 1672 C++ 191 Distribute and run LLMs with a single file. 2026-11-05T17:31:17Z
19 LLaVA 25081 2770 Python 1097 [NeurIPS’23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond. 2024-08-12T09:52:38Z
20 Awesome-Chinese-LLM 22778 2143 None 13 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。 2026-05-10T05:03:06Z
21 llama2.c 20254 2668 C 127 Inference Llama 2 in one file of pure C 2024-08-06T09:44:40Z
22 Chinese-LLaMA-Alpaca 18918 1833 Python 1 中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs) 2026-04-19T00:58:05Z
23 alpaca-lora 18887 2164 Jupyter Notebook 333 Instruct-tune LLaMA on consumer hardware 2024-07-29T13:37:49Z
24 llama-cookbook 18584 2756 Jupyter Notebook 24 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 2026-05-19T18:42:31Z
25 ChuanhuChatGPT 15244 2178 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. 2026-09-16T11:44:01Z
26 llama3-from-scratch 15200 1270 Jupyter Notebook 16 llama3 implementation one matrix multiplication at a time 2024-05-23T14:34:05Z
27 Llama-Chinese 14753 1282 Python 195 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
28 langchain4j 13371 2668 Java 694 LangChain4j is an idiomatic, open-source Java library for building LLM-powered applications on the JVM. It offers a unified API over popular LLM providers and vector stores, and makes implementing tool calling (including MCP support), agents and RAG easy. It integrates seamlessly with enterprise Java frameworks like Quarkus and Spring Boot. 2026-11-06T18:13:39Z
29 YuE 13176 1520 Python 32 YuE2: frontier music generation with symbolic planning, zero-shot covers, and agentic music editing. 2026-11-01T05:46:34Z
30 PaddleNLP 12985 3019 Python 112 Easy-to-use and powerful LLM and SLM library with awesome model zoo. 2026-05-23T02:54:28Z
31 dalai 12866 1305 CSS 291 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
32 OpenLLM 12586 847 Python 6 Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud. 2026-11-02T17:13:48Z
33 shell_gpt 12307 972 Python 89 A command-line productivity tool powered by AI large language models like GPT-5, will help you accomplish your tasks faster and more efficiently. 2026-07-02T06:03:01Z
34 h2ogpt 11926 1294 Python 292 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/ 2025-10-09T23:30:01Z
35 ludwig 11793 1213 Python 1 Low-code framework for building custom LLMs, neural networks, and other AI models 2026-11-02T22:48:31Z
36 tensorzero 11705 966 Rust 0 TensorZero is an open-source LLMOps platform that unifies an LLM gateway, observability, evaluation, optimization, and experimentation. 2026-06-11T01:48:44Z
37 llama-gpt 10924 702 TypeScript 85 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
38 ART 10848 1013 Python 84 Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen3.6, GPT-OSS, Llama, and more! 2026-11-08T03:04:10Z
39 petals 10699 656 Python 94 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading 2024-09-07T11:54:28Z
40 llama-cpp-python 10672 1483 Python 599 Python bindings for llama.cpp 2026-10-01T09:27:38Z
41 PowerInfer 9874 616 C++ 127 High-speed Large Language Model Serving for Local Deployment 2026-05-11T06:48:06Z
42 local-deep-research 9521 906 Python 1081 ~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, …). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted. 2026-11-08T10:09:27Z
43 Operit 9448 822 Kotlin 139 The most powerful AI agent and AI chat software on Android/Operit是一款Android上能力最为强大、发展最久的AI Agent 2026-11-07T13:18:35Z
44 oumi 9430 797 Python 1 Easily fine-tune (SFT/RL), evaluate, and deploy Qwen, Gemma, or any open agentic LLM/VLM! 2026-11-06T18:28:42Z
45 awesome-LLM-resources 9071 1051 None 1 🧑‍🚀 全世界最好的LLM资料总结(多模态生成、Agent、辅助编程、AI审稿、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. 2026-11-01T12:01:21Z
46 TinyLlama 9006 633 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
47 ipex-llm 8843 1433 Python 1214 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. 2026-01-28T17:32:40Z
48 reor 8536 524 JavaScript 113 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
49 k8sgpt 8307 1094 Go 21 Giving Kubernetes Superpowers to everyone 2026-11-08T07:22:07Z
50 BELLE 8261 755 HTML 106 BELLE: Be Everyone’s Large Language model Engine(开源中文对话大模型) 2024-10-16T11:38:59Z
51 GPTCache 8221 605 Python 76 Semantic cache for LLMs. Fully integrated with LangChain and llama_index. 2026-09-22T08:26:00Z
52 lmdeploy 8136 773 Python 545 LMDeploy is a toolkit for compressing, deploying, and serving LLMs. 2026-11-06T11:25:02Z
53 llama-models 7718 1407 Python 202 Utilities intended for use with Llama models. 2026-02-11T16:38:31Z
54 open_llama 7519 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
55 mergekit 7439 803 Python 239 Tools for merging pretrained large language models. 2026-10-31T13:28:30Z
56 llamacoder 7156 1676 TypeScript 5 Open source Claude Artifacts – built with Llama 3.1 405B 2026-10-22T11:23:29Z
57 Chinese-LLaMA-Alpaca-2 7098 557 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) 2026-04-19T00:58:50Z
58 llm-scraper 6953 451 TypeScript 3 Turn any webpage into structured data using LLMs 2026-10-26T08:02:15Z
59 Liger-Kernel 6689 649 Python 116 Efficient Triton Kernels for LLM Training 2026-11-06T15:46:11Z
60 Firefly 6641 583 Python 203 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
61 higgsfield 6299 1174 Jupyter Notebook 11 Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters 2026-10-26T23:17:51Z
62 llama-swap 6207 543 Go 69 Reliable model swapping for any local AI server. Chosen by thousands of users. Batteries included. If we don’t have it, you probably don’t need it. 2026-11-08T05:48:48Z
63 lemonade 6143 560 C++ 445 Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk 2026-11-08T05:00:03Z
64 lit-llama 6083 516 Python 100 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. 2025-07-01T16:31:39Z
65 LaWGPT 6055 543 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
66 OpenCursor 6050 1030 TypeScript 4 Open-source Cursor-like AI coding agent for VS Code - agentic chat, multi-provider LLMs (OpenAI, Ollama, llama.cpp), semantic search, and MCP support 2026-10-26T23:18:05Z
67 enchanted 6016 425 Swift 103 Enchanted is iOS and macOS app for chatting with private self hosted language models such as Llama2, Mistral or Vicuna using Ollama. 2026-07-07T19:34:55Z
68 shimmy 6012 587 Rust 9 ⚡ Pure-Rust WebGPU inference engine — OpenAI-API compatible, GGUF native, runs on any GPU. No Python. No llama.cpp. Single binary. 2026-11-07T23:08:39Z
69 gpustack 5992 725 Python 669 A GPU cluster manager for high-performance AI model serving (vLLM, SGLang) and on-demand SSH-accessible GPU instances. 2026-11-08T08:18:43Z
70 paperless-ai 5991 331 JavaScript 55 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. 2026-10-16T01:31:17Z
71 LLaMA-Adapter 5912 376 Python 108 [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters 2024-03-14T08:12:53Z
72 MedicalGPT 5887 804 Python 6 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。 2026-09-15T13:46:54Z
73 llama-fs 5830 378 TypeScript 53 A self-organizing file system with llama 3 2025-08-08T02:27:02Z
74 serge 5695 385 Svelte 18 A web interface for chatting with Alpaca through llama.cpp. Fully dockerized, with an easy to use API. 2025-11-21T08:07:36Z
75 Baichuan-7B 5645 501 Python 85 A large-scale 7B pretraining language model developed by BaiChuan-Inc. 2024-07-18T14:23:01Z
76 smolvlm-realtime-webcam 5605 903 HTML 12 Real-time webcam demo with SmolVLM and llama.cpp server 2025-05-12T17:24:39Z
77 transformerlab-app 5200 553 Python 11 The open source research environment for AI researchers to seamlessly train, evaluate, and scale models from local hardware to GPU clusters. 2026-11-05T09:32:59Z
78 h2o-llmstudio 5194 555 Python 31 H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/ 2026-11-07T15:38:25Z
79 tiny-universe 5137 477 Jupyter Notebook 11 《大模型白盒子构建指南》:一个全手搓的Tiny-Universe 2026-02-12T02:00:08Z
80 Huatuo-Llama-Med-Chinese 5000 499 Python 28 Repo for BenCao [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 2026-07-04T05:56:23Z
81 PurpleLlama 4469 785 Python 44 Set of tools to assess and improve LLM security. 2026-10-30T17:56:26Z
82 llms-from-scratch-cn 4450 615 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 2026-09-17T03:01:54Z
83 LightLLM 4358 384 Python 101 LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance. 2026-11-06T10:01:46Z
84 SwanLab 4354 237 Python 44 ⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc. 2026-11-06T09:19:48Z
85 GPT-4-LLM 4333 304 HTML 13 Instruction Tuning with GPT-4 2023-06-11T13:40:30Z
86 llama-stack-apps 4284 635 None 25 Agentic components of the Llama Stack APIs 2025-08-05T14:49:58Z
87 llama_cloud_services 4272 459 TypeScript 349 Knowledge Agents and Management in the Cloud 2026-11-07T08:22:31Z
88 how-to-train-your-gpt 4174 505 Jupyter Notebook 0 Build a modern LLM from scratch. Every line commented. Explained like we are five. 2026-10-26T19:31:31Z
89 g1 4160 355 Python 0 g1: Using Llama-3.1 70b on Groq to create o1-like reasoning chains 2025-12-30T22:28:50Z
90 llama3-Chinese-chat 4130 328 Python 29 Llama3-中文后训练版 2026-02-21T08:22:18Z
91 langroid 4127 433 Python 43 Harness LLMs with Multi-Agent Programming 2026-11-07T09:35:49Z
92 llama-dl 4105 391 Shell 9 High-speed download of LLaMA, Facebook’s 65B parameter GPT model 2023-06-28T16:56:55Z
93 Chinese-Vicuna 4103 404 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
94 zero_nlp 3843 442 Jupyter Notebook 102 中文nlp解决方案(大模型、数据、模型、训练、推理) 2025-08-05T01:26:45Z
95 lorax 3836 329 Python 150 Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs 2026-05-28T18:12:20Z
96 LLamaSharp 3824 516 C# 18 A C#/.NET library to run LLM (🦙LLaMA/LLaVA) on your local device efficiently. 2026-11-06T14:25:34Z
97 Eagle 3813 371 Python 61 Eagle: Frontier Vision-Language Models with Data-Centric Strategies 2026-11-07T10:14:42Z
98 claude-code-local 3483 649 Python 2 Hit your Claude Code usage limit? Keep going free and offline on a local model. Claude Code Local runs on Apple Silicon Macs (MLX), Linux and Windows (llama.cpp) with no API key. Your code stays home. 2026-11-03T22:56:35Z
99 llama-hub 3455 714 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
100 ik_llama.cpp 3380 512 C++ 66 llama.cpp fork with additional SOTA quants and improved performance 2026-11-08T09:09:25Z