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 166264 15184 Go 2032 Get up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models. 2026-03-27T01:06:55Z
2 llama.cpp 99510 15865 C++ 483 LLM inference in C/C++ 2026-03-27T01:44:05Z
3 vllm 74460 14830 Python 1762 A high-throughput and memory-efficient inference and serving engine for LLMs 2026-03-27T05:17:00Z
4 LlamaFactory 69131 8434 Python 914 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2026-03-27T02:04:16Z
5 llama 59268 9826 Python 460 Inference code for Llama models 2025-01-26T21:42:26Z
6 unsloth 58354 4925 Python 938 Unsloth Studio is a web UI for training and running open models like Qwen, DeepSeek, gpt-oss and Gemma locally. 2026-03-27T05:16:21Z
7 llama_index 48037 7094 Python 186 LlamaIndex is the leading document agent and OCR platform 2026-03-27T04:09:27Z
8 LocalAI 44450 3800 Go 120 LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required. 2026-03-27T01:02:49Z
9 aider 42423 4075 Python 1187 aider is AI pair programming in your terminal 2026-03-17T01:21:34Z
10 quivr 39066 3735 Python 5 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 37651 6186 Python 3 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 33649 2086 Python 78 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. 2026-03-26T03:35:43Z
13 llama3 29295 3527 Python 178 The official Meta Llama 3 GitHub site 2025-01-26T21:39:06Z
14 fish-speech 28829 2420 Python 27 SOTA Open Source TTS 2026-03-23T08:18:33Z
15 AstrBot 27661 1868 Python 764 Agentic IM Chatbot infrastructure that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨ 2026-03-27T03:34:18Z
16 sglang 25083 5020 Python 600 SGLang is a high-performance serving framework for large language models and multimodal models. 2026-03-27T05:11:22Z
17 LLaVA 24618 2747 Python 1095 [NeurIPS’23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond. 2024-08-12T09:52:38Z
18 llamafile 23895 1284 C++ 197 Distribute and run LLMs with a single file. 2026-03-26T19:53:42Z
19 repomix 22677 1055 TypeScript 126 📦 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. 2026-03-27T01:40:31Z
20 Awesome-Chinese-LLM 22479 2116 None 7 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
21 llama2.c 19322 2475 C 125 Inference Llama 2 in one file of pure C 2024-08-06T09:44:40Z
22 Chinese-LLaMA-Alpaca 18964 1864 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 18959 2199 Jupyter Notebook 333 Instruct-tune LLaMA on consumer hardware 2024-07-29T13:37:49Z
24 promptfoo 18597 1592 TypeScript 95 Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic. 2026-03-27T04:37:45Z
25 llama-cookbook 18260 2716 Jupyter Notebook 25 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 2026-03-26T13:11:11Z
26 free-llm-api-resources 17156 1702 Python 14 A list of free LLM inference resources accessible via API. 2026-03-10T00:26:45Z
27 ChuanhuChatGPT 15367 2252 Python 125 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
28 llama3-from-scratch 15253 1287 Jupyter Notebook 16 llama3 implementation one matrix multiplication at a time 2024-05-23T14:34:05Z
29 Llama-Chinese 14741 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
30 airllm 14439 1451 Jupyter Notebook 131 AirLLM 70B inference with single 4GB GPU 2026-03-10T11:42:34Z
31 ms-swift 13378 1300 Python 914 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). 2026-03-26T09:08:38Z
32 dalai 12976 1350 CSS 291 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
33 PaddleNLP 12935 3053 Python 122 Easy-to-use and powerful LLM and SLM library with awesome model zoo. 2025-12-17T09:19:22Z
34 OpenLLM 12214 805 Python 4 Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud. 2026-03-23T16:54:29Z
35 h2ogpt 12001 1318 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 shell_gpt 11924 949 Python 85 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
37 ludwig 11665 1212 Python 0 Low-code framework for building custom LLMs, neural networks, and other AI models 2026-03-16T21:29:15Z
38 langchain4j 11318 2074 Java 577 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. 2026-03-26T18:58:29Z
39 bisheng 11245 1834 TypeScript 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. 2026-03-27T03:55:57Z
40 tensorzero 11153 797 Rust 322 TensorZero is an open-source LLMOps platform that unifies an LLM gateway, observability, evaluation, optimization, and experimentation. 2026-03-26T22:26:32Z
41 llama-gpt 10985 712 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
42 llama-cpp-python 10097 1338 Python 608 Python bindings for llama.cpp 2026-03-25T23:43:36Z
43 petals 10026 597 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 9176 809 Python 104 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. 2026-03-27T02:30:58Z
45 PowerInfer 9134 538 C++ 123 High-speed Large Language Model Serving for Local Deployment 2026-01-24T06:33:35Z
46 ART 9076 776 Python 59 Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen3.5, GPT-OSS, Llama, and more! 2026-03-26T00:36:23Z
47 TinyLlama 8926 605 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 oumi 8920 707 Python 4 Easily fine-tune, evaluate and deploy gpt-oss, Qwen3, DeepSeek-R1, or any open source LLM / VLM! 2026-03-26T23:11:52Z
49 ipex-llm 8741 1411 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 8544 519 JavaScript 113 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
51 llama-stack 8302 1290 Python 153 Composable building blocks to build LLM Apps 2026-03-27T01:37:00Z
52 BELLE 8287 767 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 7968 571 Python 74 Semantic cache for LLMs. Fully integrated with LangChain and llama_index. 2025-07-11T09:04:36Z
54 awesome-LLM-resources 7914 801 None 3 🧑‍🚀 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. 2026-03-27T03:04:26Z
55 nexa-sdk 7884 972 Kotlin 34 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
56 lmdeploy 7722 674 Python 518 LMDeploy is a toolkit for compressing, deploying, and serving LLMs. 2026-03-27T04:50:21Z
57 k8sgpt 7594 963 Go 87 Giving Kubernetes Superpowers to everyone 2026-03-27T04:59:15Z
58 open_llama 7538 406 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
59 llama-models 7536 1351 Python 166 Utilities intended for use with Llama models. 2026-02-11T16:38:31Z
60 Chinese-LLaMA-Alpaca-2 7163 569 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 mergekit 6915 680 Python 236 Tools for merging pretrained large language models. 2026-03-15T10:49:47Z
62 llamacoder 6890 1643 TypeScript 2 Open source Claude Artifacts – built with Llama 3.1 405B 2026-03-02T16:38:03Z
63 Firefly 6653 587 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 6246 372 TypeScript 3 Turn any webpage into structured data using LLMs 2026-03-26T08:12:20Z
65 Liger-Kernel 6240 506 Python 91 Efficient Triton Kernels for LLM Training 2026-03-27T01:02:16Z
66 YuE 6111 719 Python 83 YuE: Open Full-song Music Generation Foundation Model, something similar to Suno.ai but open 2025-06-04T13:08:48Z
67 lit-llama 6083 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
68 LaWGPT 6037 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
69 LLaMA-Adapter 5933 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 5856 404 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 5737 396 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 5721 382 TypeScript 53 A self-organizing file system with llama 3 2025-08-08T02:27:02Z
73 Baichuan-7B 5678 507 Python 85 A large-scale 7B pretraining language model developed by BaiChuan-Inc. 2024-07-18T14:23:01Z
74 smolvlm-realtime-webcam 5541 892 HTML 12 Real-time webcam demo with SmolVLM and llama.cpp server 2025-05-12T17:24:39Z
75 paperless-ai 5500 287 JavaScript 57 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. 2026-03-21T11:24:07Z
76 sdk-python 5387 739 Python 325 A model-driven approach to building AI agents in just a few lines of code. 2026-03-26T20:46:48Z
77 MedicalGPT 5104 718 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。 2026-03-26T08:13:28Z
78 Huatuo-Llama-Med-Chinese 4951 500 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
79 h2o-llmstudio 4905 519 Python 39 H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/ 2026-03-26T12:44:41Z
80 transformerlab-app 4840 506 Python 36 The open source research environment for AI researchers to seamlessly train, evaluate, and scale models from local hardware to GPU clusters. 2026-03-26T23:57:35Z
81 gpustack 4736 487 Python 504 A GPU cluster manager that configures and orchestrates inference engines like vLLM and SGLang for high-performance AI model deployment. 2026-03-26T06:30:46Z
82 obsidian-smart-connections 4720 292 JavaScript 463 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 2026-03-23T18:21:21Z
83 tiny-universe 4658 454 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 4481 527 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 2026-03-23T13:36:19Z
85 GPT-4-LLM 4337 311 HTML 13 Instruction Tuning with GPT-4 2023-06-11T13:40:30Z
86 llama-stack-apps 4300 641 None 24 Agentic components of the Llama Stack APIs 2025-08-05T14:49:58Z
87 llama_cloud_services 4250 476 TypeScript 351 Knowledge Agents and Management in the Cloud 2026-03-25T01:27:52Z
88 g1 4207 360 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 4160 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 403 Shell 9 High-speed download of LLaMA, Facebook’s 65B parameter GPT model 2023-06-28T16:56:55Z
91 Chinese-Vicuna 4132 409 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 4086 710 Python 23 Set of tools to assess and improve LLM security. 2026-03-26T23:04:27Z
93 llms-from-scratch-cn 4043 557 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
94 LightLLM 3975 313 Python 83 LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance. 2026-03-27T03:14:09Z
95 langroid 3942 365 Python 49 Harness LLMs with Multi-Agent Programming 2026-03-25T21:27:35Z
96 shimmy 3867 320 Rust 31 ⚡ Python-free Rust inference server — OpenAI-API compatible. GGUF + SafeTensors, hot model swap, auto-discovery, single binary. FREE now, FREE forever. 2026-03-26T03:00:53Z
97 Operit 3798 293 Kotlin 51 The most powerful AI agent and AI chat software on Android/Operit是一款Android上能力最为强大的AI Agent 2026-03-26T15:18:28Z
98 zero_nlp 3792 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
99 lorax 3741 312 Python 150 Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs 2025-05-21T17:40:25Z
100 SwanLab 3736 192 Python 66 ⚡️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. 2026-03-26T12:44:46Z