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 183918 18430 Go 2592 Get up and running with Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models. 2026-10-20T01:51:51Z
2 llama.cpp 131769 24580 C++ 793 LLM inference in C/C++ 2026-10-20T08:06:54Z
3 vllm 94193 23626 Python 2660 A high-throughput and memory-efficient inference and serving engine for LLMs 2026-10-20T08:24:58Z
4 unsloth 78295 7246 Python 120 Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more. 2026-10-20T08:23:20Z
5 LlamaFactory 75599 9275 Python 1008 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2026-10-19T18:17:27Z
6 llama 59635 9765 Python 477 Inference code for Llama models 2025-01-26T21:42:26Z
7 llama_index 52577 8384 Python 307 LlamaIndex is the document processing platform for AI 2026-10-20T07:12:17Z
8 LocalAI 49761 4521 Go 104 LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required. 2026-10-20T07:28:17Z
9 aider 49652 5087 Python 1406 aider is AI pair programming in your terminal 2026-05-22T14:02:20Z
10 AstrBot 42343 3100 Python 676 AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨ 2026-10-20T06:49:41Z
11 airllm 39623 4046 Jupyter Notebook 107 AirLLM 2.8T LLM inference with single 4GB GPU 2026-10-20T06:19:56Z
12 Langchain-Chatchat 38699 6255 Python 10 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 khoj 37754 2526 Python 109 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
14 sglang 37469 9717 Python 942 SGLang is a high-performance serving framework for large language models and multimodal models. 2026-10-20T08:25:38Z
15 fish-speech 33309 2894 Python 9 SOTA Open Source TTS 2026-10-14T06:14:59Z
16 llama3 29177 3517 Python 177 The official Meta Llama 3 GitHub site 2025-01-26T21:39:06Z
17 repomix 28922 1714 TypeScript 114 📦 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. 2026-10-18T12:29:58Z
18 llamafile 26446 1836 C++ 193 Distribute and run LLMs with a single file. 2026-10-12T00:26:41Z
19 LLaVA 25074 2774 Python 1098 [NeurIPS’23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond. 2024-08-12T09:52:38Z
20 Awesome-Chinese-LLM 22772 2290 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 20196 2651 C 127 Inference Llama 2 in one file of pure C 2024-08-06T09:44:40Z
22 Chinese-LLaMA-Alpaca 18930 2002 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 2165 Jupyter Notebook 333 Instruct-tune LLaMA on consumer hardware 2024-07-29T13:37:49Z
24 llama-cookbook 18568 2758 Jupyter Notebook 23 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 ms-swift 15893 1896 Python 458 Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.8, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, …) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM5.3, Gemma4, Llava, Phi4, …) (AAAI 2025). 2026-10-20T05:24:08Z
26 ChuanhuChatGPT 15262 2182 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
27 llama3-from-scratch 15205 1274 Jupyter Notebook 16 llama3 implementation one matrix multiplication at a time 2024-05-23T14:34:05Z
28 Llama-Chinese 14762 1283 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
29 langchain4j 13267 2758 Java 647 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. 2026-10-20T07:30:04Z
30 PaddleNLP 12979 3025 Python 111 Easy-to-use and powerful LLM and SLM library with awesome model zoo. 2026-05-23T02:54:28Z
31 dalai 12881 1310 CSS 291 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
32 OpenLLM 12561 1007 Python 6 Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud. 2026-10-20T01:41:36Z
33 YuE 12361 1419 Python 30 YuE2: frontier music generation with symbolic planning, zero-shot covers, and agentic music editing. 2026-10-06T07:30:39Z
34 shell_gpt 12297 1067 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
35 bisheng 12058 1980 Python 12 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. 2026-10-20T08:09:55Z
36 h2ogpt 11938 1295 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
37 ludwig 11775 1294 Python 1 Low-code framework for building custom LLMs, neural networks, and other AI models 2026-10-19T22:14:10Z
38 tensorzero 11709 972 Rust 0 TensorZero is an open-source LLMOps platform that unifies an LLM gateway, observability, evaluation, optimization, and experimentation. 2026-06-11T01:48:44Z
39 llama-gpt 10920 704 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
40 ART 10813 1009 Python 80 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! 2026-10-20T06:50:12Z
41 llama-cpp-python 10651 1472 Python 597 Python bindings for llama.cpp 2026-10-01T09:27:38Z
42 petals 10642 651 Python 94 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading 2024-09-07T11:54:28Z
43 PowerInfer 9839 634 C++ 126 High-speed Large Language Model Serving for Local Deployment 2026-05-11T06:48:06Z
44 oumi 9408 795 Python 1 Easily fine-tune (SFT/RL), evaluate, and deploy Qwen, Gemma, or any open agentic LLM/VLM! 2026-10-20T00:42:56Z
45 local-deep-research 9366 876 Python 1019 ~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. 2026-10-20T05:09:43Z
46 awesome-LLM-resources 9027 1028 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. 2026-10-07T12:48:31Z
47 TinyLlama 9010 634 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
48 ipex-llm 8846 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
49 Operit 8842 749 Kotlin 128 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 2026-10-05T16:58:09Z
50 reor 8540 526 JavaScript 113 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
51 BELLE 8264 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
52 k8sgpt 8260 1082 Go 20 Giving Kubernetes Superpowers to everyone 2026-10-19T14:47:02Z
53 GPTCache 8212 613 Python 75 Semantic cache for LLMs. Fully integrated with LangChain and llama_index. 2026-09-22T08:26:00Z
54 lmdeploy 8108 787 Python 542 LMDeploy is a toolkit for compressing, deploying, and serving LLMs. 2026-10-20T02:22:33Z
55 llama-models 7708 1413 Python 194 Utilities intended for use with Llama models. 2026-02-11T16:38:31Z
56 open_llama 7517 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
57 mergekit 7405 815 Python 240 Tools for merging pretrained large language models. 2026-09-12T03:24:42Z
58 llamacoder 7136 1672 TypeScript 5 Open source Claude Artifacts – built with Llama 3.1 405B 2026-10-15T19:36:51Z
59 Chinese-LLaMA-Alpaca-2 7103 591 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
60 llm-scraper 6944 474 TypeScript 3 Turn any webpage into structured data using LLMs 2026-09-10T01:23:00Z
61 Liger-Kernel 6665 627 Python 110 Efficient Triton Kernels for LLM Training 2026-10-19T20:05:34Z
62 Firefly 6647 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
63 higgsfield 6112 1132 Jupyter Notebook 11 Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters 2026-10-07T09:32:03Z
64 lit-llama 6080 517 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 542 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 6038 1029 TypeScript 3 Open-source Cursor-like AI coding agent for VS Code - agentic chat, multi-provider LLMs (OpenAI, Ollama, llama.cpp), semantic search, and MCP support 2026-09-25T08:24:32Z
67 llama-swap 6018 508 Go 71 Reliable model swapping for any local OpenAI/Anthropic compatible server - llama.cpp, vllm, etc 2026-10-19T18:09:09Z
68 enchanted 6013 455 Swift 104 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
69 shimmy 5987 587 Rust 9 ⚡ Pure-Rust WebGPU inference engine — OpenAI-API compatible, GGUF native, runs on any GPU. No Python. No llama.cpp. Single binary. 2026-10-19T00:54:34Z
70 paperless-ai 5980 332 JavaScript 56 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 lemonade 5938 532 C++ 426 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 2026-10-20T07:42:58Z
72 LLaMA-Adapter 5911 376 Python 108 [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters 2024-03-14T08:12:53Z
73 MedicalGPT 5864 822 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
74 gpustack 5858 691 Python 637 A GPU cluster manager for high-performance AI model serving (vLLM, SGLang) and on-demand SSH-accessible GPU instances. 2026-10-20T08:14:42Z
75 llama-fs 5832 381 TypeScript 53 A self-organizing file system with llama 3 2025-08-08T02:27:02Z
76 serge 5700 387 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
77 Baichuan-7B 5648 501 Python 85 A large-scale 7B pretraining language model developed by BaiChuan-Inc. 2024-07-18T14:23:01Z
78 smolvlm-realtime-webcam 5600 902 HTML 12 Real-time webcam demo with SmolVLM and llama.cpp server 2025-05-12T17:24:39Z
79 transformerlab-app 5197 553 Python 12 The open source research environment for AI researchers to seamlessly train, evaluate, and scale models from local hardware to GPU clusters. 2026-10-19T18:54:18Z
80 h2o-llmstudio 5183 556 Python 37 H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/ 2026-10-17T11:40:29Z
81 tiny-universe 5116 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
82 Huatuo-Llama-Med-Chinese 5000 516 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
83 PurpleLlama 4441 779 Python 41 Set of tools to assess and improve LLM security. 2026-10-12T19:00:32Z
84 llms-from-scratch-cn 4418 608 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
85 GPT-4-LLM 4333 305 HTML 13 Instruction Tuning with GPT-4 2023-06-11T13:40:30Z
86 LightLLM 4329 375 Python 102 LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance. 2026-10-20T08:20:07Z
87 SwanLab 4311 230 Python 43 ⚡️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. 2026-10-20T04:45:53Z
88 llama-stack-apps 4288 638 None 25 Agentic components of the Llama Stack APIs 2025-08-05T14:49:58Z
89 llama_cloud_services 4270 462 TypeScript 349 Knowledge Agents and Management in the Cloud 2026-05-18T19:09:10Z
90 g1 4160 357 Python 0 g1: Using Llama-3.1 70b on Groq to create o1-like reasoning chains 2025-12-30T22:28:50Z
91 llama3-Chinese-chat 4137 328 Python 29 Llama3-中文后训练版 2026-02-21T08:22:18Z
92 langroid 4120 427 Python 43 Harness LLMs with Multi-Agent Programming 2026-10-20T08:17:32Z
93 llama-dl 4105 392 Shell 9 High-speed download of LLaMA, Facebook’s 65B parameter GPT model 2023-06-28T16:56:55Z
94 Chinese-Vicuna 4104 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
95 how-to-train-your-gpt 4069 512 Jupyter Notebook 3 Build a modern LLM from scratch. Every line commented. Explained like we are five. 2026-08-30T22:38:02Z
96 zero_nlp 3842 444 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
97 lorax 3836 360 Python 150 Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs 2026-05-28T18:12:20Z
98 LLamaSharp 3814 515 C# 17 A C#/.NET library to run LLM (🦙LLaMA/LLaVA) on your local device efficiently. 2026-10-17T00:15:04Z
99 Eagle 3712 361 Python 62 Eagle: Frontier Vision-Language Models with Data-Centric Strategies 2026-06-24T18:12:11Z
100 llama-hub 3456 717 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