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 178994 17481 Go 2424 Get up and running with Kimi-K2.6, GLM-5.2, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models. 2026-08-20T01:59:26Z
2 llama.cpp 124758 21917 C++ 769 LLM inference in C/C++ 2026-08-20T03:40:20Z
3 vllm 89482 20937 Python 2165 A high-throughput and memory-efficient inference and serving engine for LLMs 2026-08-20T03:52:42Z
4 LlamaFactory 74241 9078 Python 995 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2026-08-18T11:49:47Z
5 unsloth 73909 6676 Python 917 Local UI to run and train LLMs and diffusion models, including Qwen3.8, Kimi K3, MiniMax-H3, Gemma 4, DeepSeek-V4, FLUX and more. 2026-08-20T03:40:34Z
6 llama 59566 9789 Python 473 Inference code for Llama models 2025-01-26T21:42:26Z
7 llama_index 51749 7970 Python 177 LlamaIndex is the leading document agent and OCR platform 2026-08-19T18:48:01Z
8 LocalAI 48587 4370 Go 94 LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required. 2026-08-20T03:05:01Z
9 aider 48332 4862 Python 1342 aider is AI pair programming in your terminal 2026-05-22T14:02:20Z
10 quivr 39408 3725 Python 13 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. 2025-07-09T12:55:23Z
11 AstrBot 39402 2815 Python 1043 AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨ 2026-08-19T17:06:17Z
12 Langchain-Chatchat 38554 6262 Python 6 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 36575 2392 Python 98 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 fish-speech 32282 2781 Python 7 SOTA Open Source TTS 2026-08-03T19:11:40Z
15 sglang 32133 8035 Python 803 SGLang is a high-performance serving framework for large language models and multimodal models. 2026-08-20T03:50:01Z
16 airllm 31715 3363 Jupyter Notebook 101 AirLLM 70B inference with single 4GB GPU 2026-08-19T06:45:38Z
17 llama3 29253 3529 Python 177 The official Meta Llama 3 GitHub site 2025-01-26T21:39:06Z
18 repomix 27960 1493 TypeScript 101 📦 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. 2026-08-18T15:50:21Z
19 llamafile 25651 1563 C++ 189 Distribute and run LLMs with a single file. 2026-08-17T08:50:54Z
20 LLaVA 24989 2777 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 22747 2137 None 11 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 19999 2611 C 127 Inference Llama 2 in one file of pure C 2024-08-06T09:44:40Z
23 Chinese-LLaMA-Alpaca 18932 1839 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 18910 2174 Jupyter Notebook 333 Instruct-tune LLaMA on consumer hardware 2024-07-29T13:37:49Z
25 llama-cookbook 18556 2762 Jupyter Notebook 19 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 15301 1614 Python 545 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). 2026-08-20T01:46:24Z
27 ChuanhuChatGPT 15282 2206 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 15220 1281 Jupyter Notebook 16 llama3 implementation one matrix multiplication at a time 2024-05-23T14:34:05Z
29 Llama-Chinese 14743 1293 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 PaddleNLP 12963 3033 Python 112 Easy-to-use and powerful LLM and SLM library with awesome model zoo. 2026-05-23T02:54:28Z
31 langchain4j 12914 2473 Java 608 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. 2026-08-18T14:17:43Z
32 dalai 12898 1325 CSS 292 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
33 OpenLLM 12499 833 Python 6 Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud. 2026-08-17T17:02:07Z
34 shell_gpt 12247 979 Python 86 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 11972 1302 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 11896 1944 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. 2026-08-20T03:29:01Z
37 ludwig 11747 1218 Python 0 Low-code framework for building custom LLMs, neural networks, and other AI models 2026-08-17T21:52:31Z
38 tensorzero 11721 962 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 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 10603 972 Python 62 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! 2026-08-19T21:39:44Z
41 llama-cpp-python 10569 1442 Python 598 Python bindings for llama.cpp 2026-08-17T13:04:43Z
42 petals 10500 640 Python 93 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading 2024-09-07T11:54:28Z
43 PowerInfer 9722 592 C++ 124 High-speed Large Language Model Serving for Local Deployment 2026-05-11T06:48:06Z
44 inference 9502 859 Python 15 Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop — all through one unified, production-ready inference API. 2026-08-20T03:48:44Z
45 oumi 9377 783 Python 0 Easily fine-tune, evaluate and deploy Qwen, Gemma, or any open weight LLM! 2026-08-19T20:40:00Z
46 TinyLlama 9018 629 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 local-deep-research 8949 790 Python 238 ~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. 2026-08-20T00:20:10Z
48 ipex-llm 8859 1430 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 awesome-LLM-resources 8851 956 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. 2026-08-14T15:54:28Z
50 reor 8571 532 JavaScript 113 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
51 BELLE 8278 756 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 GPTCache 8162 593 Python 77 Semantic cache for LLMs. Fully integrated with LangChain and llama_index. 2025-07-11T09:04:36Z
53 k8sgpt 8093 1042 Go 26 Giving Kubernetes Superpowers to everyone 2026-08-20T02:20:21Z
54 lmdeploy 8013 725 Python 533 LMDeploy is a toolkit for compressing, deploying, and serving LLMs. 2026-08-20T03:20:15Z
55 llama-models 7681 1407 Python 185 Utilities intended for use with Llama models. 2026-02-11T16:38:31Z
56 open_llama 7529 404 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 7296 781 Python 241 Tools for merging pretrained large language models. 2026-06-17T20:51:27Z
58 Chinese-LLaMA-Alpaca-2 7122 561 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
59 llamacoder 7115 1677 TypeScript 2 Open source Claude Artifacts – built with Llama 3.1 405B 2026-08-14T19:52:23Z
60 Operit 7097 571 Kotlin 72 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 2026-08-20T01:15:10Z
61 llm-scraper 6914 455 TypeScript 3 Turn any webpage into structured data using LLMs 2026-08-02T02:49:24Z
62 Firefly 6651 582 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 Liger-Kernel 6573 582 Python 108 Efficient Triton Kernels for LLM Training 2026-08-20T03:08:42Z
64 YuE 6396 758 Python 84 YuE: Open Full-song Music Generation Foundation Model, something similar to Suno.ai but open 2025-06-04T13:08:48Z
65 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
66 LaWGPT 6055 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
67 OpenCursor 5999 1023 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 2026-08-15T08:46:31Z
68 enchanted 5996 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
69 LLaMA-Adapter 5913 378 Python 245 [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters 2024-03-14T08:12:53Z
70 paperless-ai 5899 325 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. 2026-08-13T00:21:34Z
71 llama-fs 5833 385 TypeScript 53 A self-organizing file system with llama 3 2025-08-08T02:27:02Z
72 shimmy 5772 556 Rust 11 ⚡ Pure-Rust WebGPU inference engine — OpenAI-API compatible, GGUF native, runs on any GPU. No Python. No llama.cpp. Single binary. 2026-08-06T23:11:51Z
73 MedicalGPT 5730 787 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
74 serge 5714 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
75 Baichuan-7B 5649 500 Python 85 A large-scale 7B pretraining language model developed by BaiChuan-Inc. 2024-07-18T14:23:01Z
76 smolvlm-realtime-webcam 5570 895 HTML 12 Real-time webcam demo with SmolVLM and llama.cpp server 2025-05-12T17:24:39Z
77 gpustack 5524 622 Python 632 A GPU cluster manager for high-performance AI model serving (vLLM, SGLang) and on-demand SSH-accessible GPU instances. 2026-08-20T02:16:44Z
78 llama-swap 5419 424 Go 46 Reliable model swapping for any local OpenAI/Anthropic compatible server - llama.cpp, vllm, etc 2026-08-19T03:12:19Z
79 lemonade 5411 471 C++ 384 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 2026-08-19T23:46:01Z
80 transformerlab-app 5175 547 Python 15 The open source research environment for AI researchers to seamlessly train, evaluate, and scale models from local hardware to GPU clusters. 2026-08-09T10:40:37Z
81 h2o-llmstudio 5168 553 Python 36 H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/ 2026-08-18T14:26:40Z
82 tiny-universe 5017 475 Jupyter Notebook 10 《大模型白盒子构建指南》:一个全手搓的Tiny-Universe 2026-02-12T02:00:08Z
83 Huatuo-Llama-Med-Chinese 4985 498 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
84 PurpleLlama 4359 768 Python 36 Set of tools to assess and improve LLM security. 2026-08-18T01:15:09Z
85 GPT-4-LLM 4332 307 HTML 13 Instruction Tuning with GPT-4 2023-06-11T13:40:30Z
86 llms-from-scratch-cn 4330 592 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
87 llama-stack-apps 4303 643 None 25 Agentic components of the Llama Stack APIs 2025-08-05T14:49:58Z
88 llama_cloud_services 4261 466 TypeScript 350 Knowledge Agents and Management in the Cloud 2026-05-18T19:09:10Z
89 LightLLM 4229 350 Python 90 LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance. 2026-08-20T03:13:39Z
90 g1 4173 358 Python 0 g1: Using Llama-3.1 70b on Groq to create o1-like reasoning chains 2025-12-30T22:28:50Z
91 SwanLab 4160 215 Python 58 ⚡️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. 2026-08-19T16:49:57Z
92 llama3-Chinese-chat 4146 332 Python 29 Llama3-中文后训练版 2026-02-21T08:22:18Z
93 Chinese-Vicuna 4116 406 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 llama-dl 4114 394 Shell 9 High-speed download of LLaMA, Facebook’s 65B parameter GPT model 2023-06-28T16:56:55Z
95 langroid 4101 395 Python 53 Harness LLMs with Multi-Agent Programming 2026-08-18T21:00:28Z
96 higgsfield 4088 698 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
97 zero_nlp 3833 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
98 lorax 3825 326 Python 149 Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs 2026-05-28T18:12:20Z
99 LLamaSharp 3783 502 C# 17 A C#/.NET library to run LLM (🦙LLaMA/LLaVA) on your local device efficiently. 2026-08-16T13:16:39Z
100 llama-hub 3466 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