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 164304 14804 Go 1999 Get up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models. 2026-03-07T03:18:54Z
2 llama.cpp 97003 15290 C++ 438 LLM inference in C/C++ 2026-03-07T02:03:05Z
3 vllm 72274 14038 Python 1707 A high-throughput and memory-efficient inference and serving engine for LLMs 2026-03-07T04:27:05Z
4 LlamaFactory 67984 8293 Python 904 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2026-03-06T10:44:57Z
5 llama 59198 9819 Python 460 Inference code for Llama models 2025-01-26T21:42:26Z
6 unsloth 53444 4439 Python 868 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek, Qwen, Llama, Gemma, TTS 2x faster with 70% less VRAM. 2026-03-03T16:29:53Z
7 llama_index 47428 6917 Python 217 LlamaIndex is the leading document agent and OCR platform 2026-03-06T11:44:58Z
8 LocalAI 43353 3643 Go 117 :robot: The free, Open Source alternative to OpenAI, Claude and others. Self-hosted and local-first. Drop-in replacement, running on consumer-grade hardware. No GPU required. Runs gguf, transformers, diffusers and many more. Features: Generate Text, MCP, Audio, Video, Images, Voice Cloning, Distributed, P2P and decentralized inference 2026-03-06T23:10:28Z
9 aider 41579 3979 Python 1167 aider is AI pair programming in your terminal 2026-03-03T15:48:00Z
10 quivr 38973 3716 Python 4 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 Langchain-Chatchat 37421 6160 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
12 khoj 33227 2047 Python 82 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. 2026-03-06T06:40:21Z
13 llama3 29279 3517 Python 178 The official Meta Llama 3 GitHub site 2025-01-26T21:39:06Z
14 fish-speech 25139 2104 Python 12 SOTA Open Source TTS 2026-03-05T14:44:31Z
15 LLaVA 24514 2735 Python 1094 [NeurIPS’23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond. 2024-08-12T09:52:38Z
16 sglang 24185 4687 Python 588 SGLang is a high-performance serving framework for large language models and multimodal models. 2026-03-07T04:34:47Z
17 llamafile 23769 1269 C 197 Distribute and run LLMs with a single file. 2026-03-06T12:45:26Z
18 Awesome-Chinese-LLM 22322 2108 None 5 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。 2025-05-19T06:11:57Z
19 repomix 22268 1035 TypeScript 124 📦 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. 2026-03-07T02:51:57Z
20 AstrBot 19409 1432 Python 494 Agentic IM Chatbot infrastructure that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨ 2026-03-06T06:34:35Z
21 llama2.c 19229 2452 C 125 Inference Llama 2 in one file of pure C 2024-08-06T09:44:40Z
22 Chinese-LLaMA-Alpaca 18971 1868 Python 1 中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs) 2025-07-15T00:53:02Z
23 alpaca-lora 18964 2205 Jupyter Notebook 333 Instruct-tune LLaMA on consumer hardware 2024-07-29T13:37:49Z
24 llama-cookbook 18239 2704 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 2026-03-03T21:32:17Z
25 ChuanhuChatGPT 15375 2255 Python 124 GUI for ChatGPT API and many LLMs. Supports agents, file-based QA, GPT finetuning and query with web search. All with a neat UI. 2026-02-28T13:47:36Z
26 llama3-from-scratch 15243 1285 Jupyter Notebook 15 llama3 implementation one matrix multiplication at a time 2024-05-23T14:34:05Z
27 Llama-Chinese 14744 1307 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
28 free-llm-api-resources 14314 1436 Python 14 A list of free LLM inference resources accessible via API. 2026-03-07T00:28:35Z
29 airllm 13570 1325 Jupyter Notebook 128 AirLLM 70B inference with single 4GB GPU 2025-09-03T13:50:08Z
30 dalai 12983 1352 CSS 291 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
31 ms-swift 12951 1235 Python 843 Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.5, DeepSeek-R1, GLM-5, InternLM3, Llama4, …) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM4.5v, Llava, Phi4, …) (AAAI 2025). 2026-03-06T10:55:18Z
32 PaddleNLP 12918 3059 Python 122 Easy-to-use and powerful LLM and SLM library with awesome model zoo. 2025-12-17T09:19:22Z
33 OpenLLM 12149 800 Python 4 Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud. 2026-03-02T16:58:17Z
34 h2ogpt 12011 1314 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 shell_gpt 11858 948 Python 84 A command-line productivity tool powered by AI large language models like GPT-5, will help you accomplish your tasks faster and more efficiently. 2026-01-28T04:07:23Z
36 ludwig 11653 1212 Python 0 Low-code framework for building custom LLMs, neural networks, and other AI models 2026-03-02T21:40:57Z
37 bisheng 11161 1819 TypeScript 94 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. 2026-03-06T12:07:06Z
38 tensorzero 11048 776 Rust 308 TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation. 2026-03-07T04:34:02Z
39 llama-gpt 10987 711 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 langchain4j 10974 2003 Java 556 LangChain4j is an open-source Java library that simplifies the integration of LLMs into Java applications through a unified API, providing access to popular LLMs and vector databases. It makes implementing RAG, tool calling (including support for MCP), and agents easy. LangChain4j integrates seamlessly with various enterprise Java frameworks. 2026-03-06T17:47:54Z
41 promptfoo 10834 961 TypeScript 88 Test your prompts, agents, and RAGs. AI Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration. 2026-03-07T00:51:17Z
42 llama-cpp-python 10026 1320 Python 602 Python bindings for llama.cpp 2025-08-15T06:23:26Z
43 petals 9978 592 Python 92 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading 2024-09-07T11:54:28Z
44 inference 9106 800 Python 137 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. 2026-03-06T11:59:14Z
45 ART 8961 764 Python 56 Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen2.5, Qwen3, Llama, and more! 2026-03-05T21:50:31Z
46 oumi 8903 706 Python 6 Easily fine-tune, evaluate and deploy gpt-oss, Qwen3, DeepSeek-R1, or any open source LLM / VLM! 2026-03-07T01:41:15Z
47 TinyLlama 8902 602 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 PowerInfer 8767 495 C++ 120 High-speed Large Language Model Serving for Local Deployment 2026-01-24T06:33:35Z
49 ipex-llm 8708 1403 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
50 reor 8533 516 JavaScript 113 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
51 llama-stack 8284 1275 Python 151 Composable building blocks to build LLM Apps 2026-03-06T22:03:28Z
52 BELLE 8284 769 HTML 106 BELLE: Be Everyone’s Large Language model Engine(开源中文对话大模型) 2024-10-16T11:38:59Z
53 GPTCache 7954 569 Python 74 Semantic cache for LLMs. Fully integrated with LangChain and llama_index. 2025-07-11T09:04:36Z
54 nexa-sdk 7769 956 Kotlin 31 Run frontier LLMs and VLMs with day-0 model support across GPU, NPU, and CPU, with comprehensive runtime coverage for PC (Python/C++), mobile (Android & iOS), and Linux/IoT (Arm64 & x86 Docker). Supporting OpenAI GPT-OSS, IBM Granite-4, Qwen-3-VL, Gemma-3n, Ministral-3, and more. 2026-02-26T21:13:41Z
55 lmdeploy 7657 659 Python 510 LMDeploy is a toolkit for compressing, deploying, and serving LLMs. 2026-03-06T11:39:08Z
56 awesome-LLM-resources 7643 742 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. 2026-03-06T08:51:07Z
57 open_llama 7533 407 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 llama-models 7496 1337 Python 162 Utilities intended for use with Llama models. 2026-02-11T16:38:31Z
59 k8sgpt 7495 951 Go 86 Giving Kubernetes Superpowers to everyone 2026-03-06T22:42:03Z
60 Chinese-LLaMA-Alpaca-2 7165 568 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) 2025-07-15T00:47:22Z
61 llamacoder 6888 1647 TypeScript 2 Open source Claude Artifacts – built with Llama 3.1 405B 2026-03-02T16:38:03Z
62 mergekit 6837 673 Python 235 Tools for merging pretrained large language models. 2026-02-28T20:41:44Z
63 Firefly 6641 589 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
64 llm-scraper 6225 370 TypeScript 3 Turn any webpage into structured data using LLMs 2026-03-03T12:26:25Z
65 Liger-Kernel 6192 498 Python 89 Efficient Triton Kernels for LLM Training 2026-03-06T23:06:07Z
66 lit-llama 6084 521 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
67 YuE 6067 712 Python 83 YuE: Open Full-song Music Generation Foundation Model, something similar to Suno.ai but open 2025-06-04T13:08:48Z
68 LaWGPT 6033 548 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
69 LLaMA-Adapter 5931 381 Python 108 [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters 2024-03-14T08:12:53Z
70 enchanted 5822 402 Swift 101 Enchanted is iOS and macOS app for chatting with private self hosted language models such as Llama2, Mistral or Vicuna using Ollama. 2025-03-19T20:19:21Z
71 serge 5744 397 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
72 llama-fs 5719 386 TypeScript 53 A self-organizing file system with llama 3 2025-08-08T02:27:02Z
73 Baichuan-7B 5679 508 Python 85 A large-scale 7B pretraining language model developed by BaiChuan-Inc. 2024-07-18T14:23:01Z
74 smolvlm-realtime-webcam 5533 893 HTML 12 Real-time webcam demo with SmolVLM and llama.cpp server 2025-05-12T17:24:39Z
75 paperless-ai 5374 268 JavaScript 51 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. 2026-03-05T05:08:57Z
76 sdk-python 5270 694 Python 324 A model-driven approach to building AI agents in just a few lines of code. 2026-03-07T00:28:07Z
77 Huatuo-Llama-Med-Chinese 4936 498 Python 28 Repo for BenTsao [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 2025-02-21T02:04:37Z
78 h2o-llmstudio 4892 515 Python 42 H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/ 2026-03-04T11:45:55Z
79 MedicalGPT 4858 700 Python 56 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。 2026-02-10T07:04:45Z
80 transformerlab-app 4820 500 Python 43 The open source research environment for AI researchers to seamlessly train, evaluate, and scale models from local hardware to GPU clusters. 2026-03-06T21:12:06Z
81 obsidian-smart-connections 4638 281 JavaScript 460 Chat with your notes & see links to related content with AI embeddings. Use local models or 100+ via APIs like Claude, Gemini, ChatGPT & Llama 3 2026-02-26T16:17:55Z
82 gpustack 4595 464 Python 448 Performance-optimized AI inference on your GPUs. Unlock superior throughput by selecting and tuning engines like vLLM or SGLang. 2026-03-07T04:33:31Z
83 tiny-universe 4568 449 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
84 casibase 4456 526 Go 52 ⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-context-protocol)/A2A (agent-to-agent) management platform with admin UI, user management and Single-Sign-On⚡️, supports ChatGPT, Claude, Llama, Ollama, HuggingFace, etc., chat bot demo: https://ai.casibase.com, admin UI demo: https://ai-admin.casibase.com 2026-02-20T11:42:56Z
85 GPT-4-LLM 4340 309 HTML 13 Instruction Tuning with GPT-4 2023-06-11T13:40:30Z
86 llama-stack-apps 4293 640 None 24 Agentic components of the Llama Stack APIs 2025-08-05T14:49:58Z
87 llama_cloud_services 4240 472 TypeScript 350 Knowledge Agents and Management in the Cloud 2026-02-17T22:56:40Z
88 g1 4210 363 Python 0 g1: Using Llama-3.1 70b on Groq to create o1-like reasoning chains 2025-12-30T22:28:50Z
89 llama3-Chinese-chat 4154 335 Python 30 Llama3、Llama3.1 中文后训练版仓库 - 微调、魔改版本有趣权重 & 训练、推理、评测、部署教程视频 & 文档。 2026-02-21T08:22:18Z
90 llama-dl 4142 404 Shell 9 High-speed download of LLaMA, Facebook’s 65B parameter GPT model 2023-06-28T16:56:55Z
91 Chinese-Vicuna 4136 410 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
92 PurpleLlama 4052 703 Python 21 Set of tools to assess and improve LLM security. 2026-03-05T01:30:12Z
93 llms-from-scratch-cn 3992 549 Jupyter Notebook 13 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 2024-08-15T02:19:06Z
94 LightLLM 3931 305 Python 82 LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance. 2026-03-07T04:14:44Z
95 langroid 3924 361 Python 46 Harness LLMs with Multi-Agent Programming 2026-02-28T20:22:38Z
96 zero_nlp 3782 447 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 shimmy 3743 284 Rust 26 ⚡ Python-free Rust inference server — OpenAI-API compatible. GGUF + SafeTensors, hot model swap, auto-discovery, single binary. FREE now, FREE forever. 2026-01-16T23:01:22Z
98 lorax 3732 309 Python 150 Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs 2025-05-21T17:40:25Z
99 SwanLab 3646 188 Python 67 ⚡️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. 2026-03-06T16:59:25Z
100 LLamaSharp 3557 487 C# 23 A C#/.NET library to run LLM (🦙LLaMA/LLaVA) on your local device efficiently. 2026-03-06T19:30:58Z