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 180498 17777 Go 2468 Get up and running with Kimi-K2.6, GLM-5.2, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models. 2026-09-09T00:30:49Z
2 llama.cpp 127581 22928 C++ 896 LLM inference in C/C++ 2026-09-09T07:44:58Z
3 vllm 91315 21935 Python 2378 A high-throughput and memory-efficient inference and serving engine for LLMs 2026-09-09T07:51:45Z
4 unsloth 75910 6902 Python 912 Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more. 2026-09-09T08:03:31Z
5 LlamaFactory 74665 9145 Python 998 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2026-09-08T08:00:35Z
6 llama 59599 9776 Python 474 Inference code for Llama models 2025-01-26T21:42:26Z
7 llama_index 52085 8096 Python 199 LlamaIndex is the leading document agent and OCR platform 2026-09-08T23:38:22Z
8 LocalAI 48997 4433 Go 95 LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required. 2026-09-09T07:25:33Z
9 aider 48839 4934 Python 1369 aider is AI pair programming in your terminal 2026-05-22T14:02:20Z
10 AstrBot 40257 2899 Python 1071 AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨ 2026-09-09T02:44:07Z
11 quivr 39498 3728 Python 12 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. 2026-08-31T18:02:45Z
12 Langchain-Chatchat 38626 6268 Python 7 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 37227 2462 Python 103 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 35675 8684 Python 862 SGLang is a high-performance serving framework for large language models and multimodal models. 2026-09-09T08:03:06Z
15 airllm 33901 3562 Jupyter Notebook 106 AirLLM 70B inference with single 4GB GPU 2026-09-08T06:22:46Z
16 fish-speech 32616 2816 Python 6 SOTA Open Source TTS 2026-09-07T19:20:34Z
17 llama3 29226 3529 Python 177 The official Meta Llama 3 GitHub site 2025-01-26T21:39:06Z
18 repomix 28259 1515 TypeScript 102 📦 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. 2026-09-07T12:57:42Z
19 llamafile 25918 1590 C++ 190 Distribute and run LLMs with a single file. 2026-09-08T17:27:48Z
20 LLaVA 25014 2780 Python 1098 [NeurIPS’23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond. 2024-08-12T09:52:38Z
21 Awesome-Chinese-LLM 22756 2136 None 12 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
22 llama2.c 20064 2626 C 127 Inference Llama 2 in one file of pure C 2024-08-06T09:44:40Z
23 Chinese-LLaMA-Alpaca 18939 1838 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
24 alpaca-lora 18909 2173 Jupyter Notebook 333 Instruct-tune LLaMA on consumer hardware 2024-07-29T13:37:49Z
25 llama-cookbook 18560 2760 Jupyter Notebook 21 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
26 ms-swift 15558 1670 Python 482 Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.6, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, …) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM4.5v, Gemma4, Llava, Phi4, …) (AAAI 2025). 2026-09-09T06:13:06Z
27 ChuanhuChatGPT 15272 2197 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. 2026-04-30T13:54:58Z
28 llama3-from-scratch 15216 1277 Jupyter Notebook 16 llama3 implementation one matrix multiplication at a time 2024-05-23T14:34:05Z
29 Llama-Chinese 14749 1290 Python 194 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
30 langchain4j 13056 2537 Java 613 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. 2026-09-08T16:51:14Z
31 PaddleNLP 12970 3027 Python 110 Easy-to-use and powerful LLM and SLM library with awesome model zoo. 2026-05-23T02:54:28Z
32 dalai 12895 1322 CSS 291 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
33 OpenLLM 12527 838 Python 6 Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud. 2026-09-07T17:03:33Z
34 shell_gpt 12275 977 Python 88 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 h2ogpt 11968 1301 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
36 bisheng 11941 1961 Python 113 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. 2026-09-09T07:58:32Z
37 ludwig 11752 1217 Python 0 Low-code framework for building custom LLMs, neural networks, and other AI models 2026-09-07T21:36:32Z
38 tensorzero 11718 965 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 10938 705 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 10706 984 Python 64 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! 2026-09-09T06:29:32Z
41 llama-cpp-python 10605 1448 Python 595 Python bindings for llama.cpp 2026-08-17T13:04:43Z
42 petals 10547 644 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 9784 600 C++ 124 High-speed Large Language Model Serving for Local Deployment 2026-05-11T06:48:06Z
44 oumi 9383 788 Python 0 Easily fine-tune, evaluate and deploy Qwen, Gemma, or any open weight LLM! 2026-09-08T20:00:17Z
45 local-deep-research 9057 809 Python 651 ~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. 2026-09-09T08:04:18Z
46 TinyLlama 9018 630 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 awesome-LLM-resources 8937 986 None 0 🧑‍🚀 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. 2026-09-08T10:28:57Z
48 ipex-llm 8856 1432 Python 1213 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 reor 8561 527 JavaScript 113 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
50 BELLE 8271 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 8186 594 Python 76 Semantic cache for LLMs. Fully integrated with LangChain and llama_index. 2025-07-11T09:04:36Z
52 k8sgpt 8157 1049 Go 35 Giving Kubernetes Superpowers to everyone 2026-09-09T03:02:41Z
53 lmdeploy 8050 741 Python 538 LMDeploy is a toolkit for compressing, deploying, and serving LLMs. 2026-09-08T16:34:01Z
54 llama-models 7690 1407 Python 187 Utilities intended for use with Llama models. 2026-02-11T16:38:31Z
55 Operit 7639 619 Kotlin 44 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 2026-09-08T14:33:48Z
56 open_llama 7528 403 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 7342 787 Python 239 Tools for merging pretrained large language models. 2026-06-17T20:51:27Z
58 llamacoder 7126 1679 TypeScript 4 Open source Claude Artifacts – built with Llama 3.1 405B 2026-08-14T19:52:23Z
59 Chinese-LLaMA-Alpaca-2 7119 560 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 6918 453 TypeScript 3 Turn any webpage into structured data using LLMs 2026-09-08T16:28:20Z
61 Firefly 6650 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
62 Liger-Kernel 6607 596 Python 109 Efficient Triton Kernels for LLM Training 2026-09-09T02:04:21Z
63 YuE 6417 755 Python 84 YuE: Open Full-song Music Generation Foundation Model, something similar to Suno.ai but open 2025-06-04T13:08:48Z
64 lit-llama 6084 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 6060 546 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 6016 1030 TypeScript 2 Open-source Cursor-like AI coding agent for VS Code — agentic chat, multi-provider LLMs (OpenAI, Ollama, llama.cpp), semantic search, and MCP support 2026-09-08T09:00:10Z
67 enchanted 5995 426 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
68 paperless-ai 5934 330 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. 2026-09-03T00:48:24Z
69 LLaMA-Adapter 5915 377 Python 108 [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters 2024-03-14T08:12:53Z
70 shimmy 5857 567 Rust 9 ⚡ Pure-Rust WebGPU inference engine — OpenAI-API compatible, GGUF native, runs on any GPU. No Python. No llama.cpp. Single binary. 2026-08-30T22:45:24Z
71 llama-fs 5834 382 TypeScript 53 A self-organizing file system with llama 3 2025-08-08T02:27:02Z
72 MedicalGPT 5795 791 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。 2026-06-03T03:39:57Z
73 serge 5711 388 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
74 lemonade 5665 493 C++ 404 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 2026-09-09T05:54:20Z
75 Baichuan-7B 5648 501 Python 85 A large-scale 7B pretraining language model developed by BaiChuan-Inc. 2024-07-18T14:23:01Z
76 gpustack 5632 637 Python 632 A GPU cluster manager for high-performance AI model serving (vLLM, SGLang) and on-demand SSH-accessible GPU instances. 2026-09-09T04:08:22Z
77 llama-swap 5622 458 Go 55 Reliable model swapping for any local OpenAI/Anthropic compatible server - llama.cpp, vllm, etc 2026-09-09T07:50:47Z
78 smolvlm-realtime-webcam 5572 896 HTML 12 Real-time webcam demo with SmolVLM and llama.cpp server 2025-05-12T17:24:39Z
79 transformerlab-app 5187 548 Python 13 The open source research environment for AI researchers to seamlessly train, evaluate, and scale models from local hardware to GPU clusters. 2026-09-09T07:41:07Z
80 h2o-llmstudio 5177 557 Python 36 H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/ 2026-09-08T11:15:24Z
81 tiny-universe 5046 478 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 4990 497 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 4385 772 Python 38 Set of tools to assess and improve LLM security. 2026-08-18T01:15:09Z
84 llms-from-scratch-cn 4356 596 Jupyter Notebook 11 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 2026-03-26T04:32:32Z
85 GPT-4-LLM 4332 307 HTML 13 Instruction Tuning with GPT-4 2023-06-11T13:40:30Z
86 llama-stack-apps 4300 642 None 25 Agentic components of the Llama Stack APIs 2025-08-05T14:49:58Z
87 LightLLM 4275 361 Python 89 LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance. 2026-09-09T07:06:27Z
88 llama_cloud_services 4266 465 TypeScript 350 Knowledge Agents and Management in the Cloud 2026-05-18T19:09:10Z
89 SwanLab 4200 218 Python 56 ⚡️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. 2026-09-09T05:08:50Z
90 g1 4170 357 Python 0 g1: Using Llama-3.1 70b on Groq to create o1-like reasoning chains 2025-12-30T22:28:50Z
91 higgsfield 4170 708 Jupyter Notebook 5 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
92 llama3-Chinese-chat 4145 331 Python 29 Llama3-中文后训练版 2026-02-21T08:22:18Z
93 llama-dl 4113 393 Shell 9 High-speed download of LLaMA, Facebook’s 65B parameter GPT model 2023-06-28T16:56:55Z
94 Chinese-Vicuna 4110 405 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 langroid 4101 399 Python 44 Harness LLMs with Multi-Agent Programming 2026-09-05T12:01:02Z
96 zero_nlp 3835 443 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 3828 326 Python 149 Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs 2026-05-28T18:12:20Z
98 LLamaSharp 3791 507 C# 16 A C#/.NET library to run LLM (🦙LLaMA/LLaVA) on your local device efficiently. 2026-09-01T13:06:26Z
99 Eagle 3535 347 Python 62 Eagle: Frontier Vision-Language Models with Data-Centric Strategies 2026-06-24T18:12:11Z
100 llama-hub 3461 721 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