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。

View on GitHub

Github Ranking

Top 100 Stars in LLaMA

Ranking Project Name Stars Forks Language Open Issues Description Last Commit
1 ollama 181896 18037 Go 2530 Get up and running with Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models. 2026-09-29T01:43:26Z
2 llama.cpp 129845 23883 C++ 884 LLM inference in C/C++ 2026-09-29T09:36:14Z
3 vllm 92911 22794 Python 2546 A high-throughput and memory-efficient inference and serving engine for LLMs 2026-09-29T09:37:43Z
4 unsloth 77002 7079 Python 788 Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more. 2026-09-29T09:37:39Z
5 LlamaFactory 75177 9201 Python 999 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2026-09-28T09:10:59Z
6 llama 59623 9775 Python 475 Inference code for Llama models 2025-01-26T21:42:26Z
7 llama_index 52347 8244 Python 248 LlamaIndex is the document processing platform for AI 2026-09-29T04:49:06Z
8 LocalAI 49315 4477 Go 90 LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required. 2026-09-29T08:37:33Z
9 aider 49261 5014 Python 1391 aider is AI pair programming in your terminal 2026-05-22T14:02:20Z
10 AstrBot 41192 2997 Python 1098 AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨ 2026-09-29T03:19:42Z
11 quivr 39562 3735 Python 9 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 38665 6261 Python 12 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 37532 2497 Python 106 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 36565 9204 Python 901 SGLang is a high-performance serving framework for large language models and multimodal models. 2026-09-29T09:36:03Z
15 airllm 35190 3712 Jupyter Notebook 111 AirLLM 70B inference with single 4GB GPU 2026-09-29T06:24:33Z
16 fish-speech 32880 2841 Python 6 SOTA Open Source TTS 2026-09-16T17:33:47Z
17 llama3 29210 3529 Python 177 The official Meta Llama 3 GitHub site 2025-01-26T21:39:06Z
18 repomix 28550 1544 TypeScript 110 📦 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. 2026-09-29T07:00:59Z
19 llamafile 26087 1622 C++ 190 Distribute and run LLMs with a single file. 2026-09-25T15:18:44Z
20 LLaVA 25045 2780 Python 1099 [NeurIPS’23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond. 2024-08-12T09:52:38Z
21 Awesome-Chinese-LLM 22774 2135 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 20124 2636 C 127 Inference Llama 2 in one file of pure C 2024-08-06T09:44:40Z
23 Chinese-LLaMA-Alpaca 18939 1836 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 18900 2168 Jupyter Notebook 333 Instruct-tune LLaMA on consumer hardware 2024-07-29T13:37:49Z
25 llama-cookbook 18557 2756 Jupyter Notebook 22 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 15751 1706 Python 463 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). 2026-09-29T02:23:44Z
27 ChuanhuChatGPT 15276 2190 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
28 llama3-from-scratch 15211 1276 Jupyter Notebook 16 llama3 implementation one matrix multiplication at a time 2024-05-23T14:34:05Z
29 Llama-Chinese 14761 1286 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 13172 2574 Java 624 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. 2026-09-29T07:44:10Z
31 PaddleNLP 12979 3021 Python 109 Easy-to-use and powerful LLM and SLM library with awesome model zoo. 2026-05-23T02:54:28Z
32 dalai 12890 1317 CSS 291 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
33 OpenLLM 12548 844 Python 6 Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud. 2026-09-28T17:06:08Z
34 shell_gpt 12288 978 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 12015 1974 Python 98 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. 2026-09-29T09:14:03Z
36 h2ogpt 11959 1297 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 11771 1216 Python 0 Low-code framework for building custom LLMs, neural networks, and other AI models 2026-09-28T22:10:30Z
38 tensorzero 11715 969 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 10936 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 10782 998 Python 76 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! 2026-09-29T09:15:05Z
41 llama-cpp-python 10636 1460 Python 597 Python bindings for llama.cpp 2026-09-22T08:48:04Z
42 petals 10593 652 Python 94 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading 2024-09-07T11:54:28Z
43 YuE 10558 1205 Python 19 YuE2: frontier music generation with symbolic planning, zero-shot covers, and agentic music editing. 2026-09-29T02:04:56Z
44 PowerInfer 9814 604 C++ 126 High-speed Large Language Model Serving for Local Deployment 2026-05-11T06:48:06Z
45 oumi 9392 791 Python 0 Easily fine-tune, evaluate and deploy Qwen, Gemma, or any open weight LLM! 2026-09-28T20:11:19Z
46 local-deep-research 9140 834 Python 816 ~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. 2026-09-29T08:04:02Z
47 TinyLlama 9012 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
48 awesome-LLM-resources 8991 1004 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. 2026-09-21T01:46:58Z
49 ipex-llm 8853 1434 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
50 reor 8549 527 JavaScript 113 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
51 BELLE 8269 754 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 Operit 8218 681 Kotlin 89 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 2026-09-27T17:24:40Z
53 GPTCache 8206 595 Python 76 Semantic cache for LLMs. Fully integrated with LangChain and llama_index. 2026-09-22T08:26:00Z
54 k8sgpt 8206 1067 Go 24 Giving Kubernetes Superpowers to everyone 2026-09-29T06:36:10Z
55 lmdeploy 8098 758 Python 545 LMDeploy is a toolkit for compressing, deploying, and serving LLMs. 2026-09-28T07:04:58Z
56 llama-models 7700 1409 Python 190 Utilities intended for use with Llama models. 2026-02-11T16:38:31Z
57 open_llama 7524 402 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
58 mergekit 7382 792 Python 240 Tools for merging pretrained large language models. 2026-09-12T03:24:42Z
59 llamacoder 7136 1676 TypeScript 4 Open source Claude Artifacts – built with Llama 3.1 405B 2026-09-15T09:37:09Z
60 Chinese-LLaMA-Alpaca-2 7114 555 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
61 llm-scraper 6939 454 TypeScript 3 Turn any webpage into structured data using LLMs 2026-09-10T01:23:00Z
62 Firefly 6651 584 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 6637 614 Python 106 Efficient Triton Kernels for LLM Training 2026-09-28T07:01:59Z
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 6060 545 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 6027 1036 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 enchanted 6006 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 5954 333 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. 2026-09-19T00:23:27Z
69 LLaMA-Adapter 5913 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 5909 577 Rust 11 ⚡ Pure-Rust WebGPU inference engine — OpenAI-API compatible, GGUF native, runs on any GPU. No Python. No llama.cpp. Single binary. 2026-08-30T22:45:24Z
71 MedicalGPT 5845 797 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
72 llama-fs 5827 380 TypeScript 53 A self-organizing file system with llama 3 2025-08-08T02:27:02Z
73 higgsfield 5806 1035 Jupyter Notebook 7 Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters 2026-09-14T02:46:36Z
74 lemonade 5794 512 C++ 406 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 2026-09-29T07:46:40Z
75 llama-swap 5776 487 Go 59 Reliable model swapping for any local OpenAI/Anthropic compatible server - llama.cpp, vllm, etc 2026-09-29T03:00:17Z
76 gpustack 5767 666 Python 653 A GPU cluster manager for high-performance AI model serving (vLLM, SGLang) and on-demand SSH-accessible GPU instances. 2026-09-29T08:39:53Z
77 serge 5709 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
78 Baichuan-7B 5650 501 Python 85 A large-scale 7B pretraining language model developed by BaiChuan-Inc. 2024-07-18T14:23:01Z
79 smolvlm-realtime-webcam 5581 896 HTML 12 Real-time webcam demo with SmolVLM and llama.cpp server 2025-05-12T17:24:39Z
80 transformerlab-app 5195 551 Python 13 The open source research environment for AI researchers to seamlessly train, evaluate, and scale models from local hardware to GPU clusters. 2026-09-18T21:55:10Z
81 h2o-llmstudio 5184 558 Python 36 H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/ 2026-09-26T17:25:33Z
82 tiny-universe 5080 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
83 Huatuo-Llama-Med-Chinese 4996 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
84 PurpleLlama 4409 772 Python 41 Set of tools to assess and improve LLM security. 2026-08-18T01:15:09Z
85 llms-from-scratch-cn 4382 600 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
86 GPT-4-LLM 4331 306 HTML 13 Instruction Tuning with GPT-4 2023-06-11T13:40:30Z
87 LightLLM 4303 368 Python 93 LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance. 2026-09-29T03:31:47Z
88 llama-stack-apps 4294 639 None 25 Agentic components of the Llama Stack APIs 2025-08-05T14:49:58Z
89 llama_cloud_services 4267 463 TypeScript 350 Knowledge Agents and Management in the Cloud 2026-05-18T19:09:10Z
90 SwanLab 4234 227 Python 42 ⚡️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. 2026-09-24T08:50:54Z
91 g1 4166 357 Python 0 g1: Using Llama-3.1 70b on Groq to create o1-like reasoning chains 2025-12-30T22:28:50Z
92 llama3-Chinese-chat 4142 330 Python 29 Llama3-中文后训练版 2026-02-21T08:22:18Z
93 llama-dl 4110 393 Shell 9 High-speed download of LLaMA, Facebook’s 65B parameter GPT model 2023-06-28T16:56:55Z
94 Chinese-Vicuna 4109 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 4108 407 Python 47 Harness LLMs with Multi-Agent Programming 2026-09-29T01:30:50Z
96 zero_nlp 3840 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 3834 326 Python 150 Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs 2026-05-28T18:12:20Z
98 LLamaSharp 3803 510 C# 17 A C#/.NET library to run LLM (🦙LLaMA/LLaVA) on your local device efficiently. 2026-09-27T17:08:49Z
99 Eagle 3626 358 Python 62 Eagle: Frontier Vision-Language Models with Data-Centric Strategies 2026-06-24T18:12:11Z
100 how-to-train-your-gpt 3556 436 Jupyter Notebook 3 Build a modern LLM from scratch. Every line commented. Explained like we are five. 2026-08-30T22:38:02Z