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 171294 16091 Go 2361 Get up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models. 2026-05-13T00:01:20Z
2 llama.cpp 109847 18137 C++ 628 LLM inference in C/C++ 2026-05-13T06:15:43Z
3 vllm 79836 16730 Python 1987 A high-throughput and memory-efficient inference and serving engine for LLMs 2026-05-13T06:08:01Z
4 LlamaFactory 71200 8699 Python 958 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2026-05-12T03:35:23Z
5 unsloth 64124 5646 Python 1068 Unsloth Studio is a web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss locally. 2026-05-13T03:40:52Z
6 llama 59419 9804 Python 463 Inference code for Llama models 2025-01-26T21:42:26Z
7 llama_index 49374 7399 Python 173 LlamaIndex is the leading document agent and OCR platform 2026-05-11T20:18:56Z
8 LocalAI 46228 4073 Go 136 LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required. 2026-05-12T22:41:33Z
9 aider 44737 4397 Python 1225 aider is AI pair programming in your terminal 2026-04-25T16:44:33Z
10 quivr 39149 3747 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 38013 6204 Python 15 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 34527 2199 Python 80 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 AstrBot 32035 2206 Python 887 AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨ 2026-05-13T03:50:06Z
14 fish-speech 30287 2567 Python 15 SOTA Open Source TTS 2026-05-12T06:02:03Z
15 llama3 29294 3525 Python 178 The official Meta Llama 3 GitHub site 2025-01-26T21:39:06Z
16 sglang 27734 5868 Python 644 SGLang is a high-performance serving framework for large language models and multimodal models. 2026-05-13T06:26:56Z
17 LLaVA 24781 2762 Python 1096 [NeurIPS’23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond. 2024-08-12T09:52:38Z
18 repomix 24647 1238 TypeScript 131 📦 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. 2026-05-11T15:06:36Z
19 llamafile 24430 1356 C++ 184 Distribute and run LLMs with a single file. 2026-05-12T21:44:15Z
20 Awesome-Chinese-LLM 22565 2128 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。 2026-05-10T05:03:06Z
21 free-llm-api-resources 21370 2174 Python 16 A list of free LLM inference resources accessible via API. 2026-05-12T00:42:36Z
22 promptfoo 21195 1837 TypeScript 73 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. 2026-05-13T01:14:01Z
23 llama2.c 19494 2545 C 126 Inference Llama 2 in one file of pure C 2024-08-06T09:44:40Z
24 Chinese-LLaMA-Alpaca 18950 1855 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
25 alpaca-lora 18934 2190 Jupyter Notebook 333 Instruct-tune LLaMA on consumer hardware 2024-07-29T13:37:49Z
26 llama-cookbook 18330 2727 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 2026-05-12T11:08:24Z
27 airllm 17752 1926 Jupyter Notebook 137 AirLLM 70B inference with single 4GB GPU 2026-03-10T11:42:34Z
28 ChuanhuChatGPT 15338 2242 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
29 llama3-from-scratch 15244 1285 Jupyter Notebook 16 llama3 implementation one matrix multiplication at a time 2024-05-23T14:34:05Z
30 Llama-Chinese 14721 1301 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
31 ms-swift 14091 1406 Python 990 Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.6, DeepSeek-R1, GLM-5.1, InternLM3, Llama4, …) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM4.5v, Gemma4, Llava, Phi4, …) (AAAI 2025). 2026-05-13T06:07:11Z
32 PaddleNLP 12941 3042 Python 112 Easy-to-use and powerful LLM and SLM library with awesome model zoo. 2025-12-17T09:19:22Z
33 dalai 12939 1343 CSS 291 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
34 OpenLLM 12320 812 Python 4 Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud. 2026-05-11T16:52:31Z
35 shell_gpt 12055 959 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. 2026-05-06T04:29:55Z
36 h2ogpt 11989 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
37 langchain4j 11976 2213 Java 581 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. 2026-05-13T02:07:30Z
38 ludwig 11695 1218 Python 0 Low-code framework for building custom LLMs, neural networks, and other AI models 2026-05-13T05:04:35Z
39 tensorzero 11366 826 Rust 334 TensorZero is an open-source LLMOps platform that unifies an LLM gateway, observability, evaluation, optimization, and experimentation. 2026-05-12T18:57:51Z
40 bisheng 11364 1860 TypeScript 104 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. 2026-05-13T03:38:54Z
41 llama-gpt 10966 714 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 10288 1394 Python 601 Python bindings for llama.cpp 2026-05-11T11:33:02Z
43 petals 10128 607 Python 92 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading 2024-09-07T11:54:28Z
44 ART 9455 828 Python 67 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! 2026-05-12T23:36:25Z
45 PowerInfer 9450 575 C++ 123 High-speed Large Language Model Serving for Local Deployment 2026-05-11T06:48:06Z
46 inference 9300 824 Python 21 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. 2026-05-13T03:14:53Z
47 oumi 9226 765 Python 0 Easily fine-tune, evaluate and deploy Gemma 4, Qwen3.5, Qwen3.6, gpt-oss, DeepSeek-R1, or any open source LLM / VLM! 2026-05-12T22:05:08Z
48 TinyLlama 8959 615 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
49 ipex-llm 8801 1424 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 8562 523 JavaScript 113 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
51 BELLE 8281 766 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 awesome-LLM-resources 8275 852 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. 2026-05-12T09:06:26Z
53 nexa-sdk 8048 997 Kotlin 47 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. 2026-04-14T19:01:05Z
54 GPTCache 8026 583 Python 74 Semantic cache for LLMs. Fully integrated with LangChain and llama_index. 2025-07-11T09:04:36Z
55 lmdeploy 7851 697 Python 526 LMDeploy is a toolkit for compressing, deploying, and serving LLMs. 2026-05-12T10:56:00Z
56 k8sgpt 7751 987 Go 87 Giving Kubernetes Superpowers to everyone 2026-05-13T01:56:32Z
57 llama-models 7602 1369 Python 177 Utilities intended for use with Llama models. 2026-02-11T16:38:31Z
58 open_llama 7528 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 local-deep-research 7409 643 Python 78 ~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. 2026-05-13T02:40:30Z
60 Chinese-LLaMA-Alpaca-2 7143 566 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 mergekit 7074 713 Python 240 Tools for merging pretrained large language models. 2026-05-06T05:15:16Z
62 llamacoder 6930 1643 TypeScript 2 Open source Claude Artifacts – built with Llama 3.1 405B 2026-05-08T13:10:58Z
63 Firefly 6643 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 6376 398 TypeScript 3 Turn any webpage into structured data using LLMs 2026-04-13T17:42:00Z
65 Liger-Kernel 6349 529 Python 92 Efficient Triton Kernels for LLM Training 2026-05-11T17:44:39Z
66 YuE 6204 737 Python 84 YuE: Open Full-song Music Generation Foundation Model, something similar to Suno.ai but open 2025-06-04T13:08:48Z
67 lit-llama 6082 522 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 6041 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 enchanted 5928 415 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
70 LLaMA-Adapter 5923 382 Python 109 [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters 2024-03-14T08:12:53Z
71 sdk-python 5842 836 Python 335 A model-driven approach to building AI agents in just a few lines of code. 2026-05-12T21:52:01Z
72 serge 5732 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
73 llama-fs 5728 377 TypeScript 53 A self-organizing file system with llama 3 2025-08-08T02:27:02Z
74 Baichuan-7B 5659 503 Python 85 A large-scale 7B pretraining language model developed by BaiChuan-Inc. 2024-07-18T14:23:01Z
75 paperless-ai 5647 304 JavaScript 52 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. 2026-05-13T02:44:35Z
76 smolvlm-realtime-webcam 5551 897 HTML 12 Real-time webcam demo with SmolVLM and llama.cpp server 2025-05-12T17:24:39Z
77 MedicalGPT 5375 744 Python 5 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。 2026-04-28T13:48:23Z
78 gpustack 4998 526 Python 527 A GPU cluster manager that configures and orchestrates inference engines like vLLM and SGLang for high-performance AI model deployment. 2026-05-13T03:27:28Z
79 obsidian-smart-connections 4984 310 JavaScript 472 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 2026-05-05T20:21:47Z
80 Huatuo-Llama-Med-Chinese 4967 500 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 2026-04-14T11:24:08Z
81 h2o-llmstudio 4966 530 Python 48 H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/ 2026-04-29T11:32:29Z
82 transformerlab-app 4945 510 Python 22 The open source research environment for AI researchers to seamlessly train, evaluate, and scale models from local hardware to GPU clusters. 2026-05-12T23:23:49Z
83 tiny-universe 4834 462 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 shimmy 4802 432 Rust 35 ⚡ 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
85 Operit 4583 369 Kotlin 86 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 2026-05-12T11:34:55Z
86 GPT-4-LLM 4337 309 HTML 13 Instruction Tuning with GPT-4 2023-06-11T13:40:30Z
87 llama-stack-apps 4298 645 None 25 Agentic components of the Llama Stack APIs 2025-08-05T14:49:58Z
88 llama_cloud_services 4251 473 TypeScript 352 Knowledge Agents and Management in the Cloud 2026-05-04T03:44:40Z
89 g1 4187 360 Python 0 g1: Using Llama-3.1 70b on Groq to create o1-like reasoning chains 2025-12-30T22:28:50Z
90 PurpleLlama 4174 732 Python 26 Set of tools to assess and improve LLM security. 2026-05-09T01:16:25Z
91 llama3-Chinese-chat 4156 335 Python 30 Llama3-中文后训练版 2026-02-21T08:22:18Z
92 llms-from-scratch-cn 4143 571 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
93 llama-dl 4130 400 Shell 9 High-speed download of LLaMA, Facebook’s 65B parameter GPT model 2023-06-28T16:56:55Z
94 Chinese-Vicuna 4126 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
95 LightLLM 4055 326 Python 85 LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance. 2026-05-13T06:22:06Z
96 langroid 4009 374 Python 51 Harness LLMs with Multi-Agent Programming 2026-05-06T13:47:03Z
97 llama-swap 3978 306 Go 34 Reliable model swapping for any local OpenAI/Anthropic compatible server - llama.cpp, vllm, etc 2026-05-13T01:04:46Z
98 SwanLab 3923 206 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. 2026-05-13T06:14:32Z
99 lemonade 3923 295 C++ 219 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 2026-05-13T04:14:28Z
100 zero_nlp 3816 445 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