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 169130 15621 Go 2158 Get up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models. 2026-04-16T00:22:53Z
2 llama.cpp 103870 16889 C++ 603 LLM inference in C/C++ 2026-04-16T05:34:05Z
3 vllm 76811 15658 Python 1825 A high-throughput and memory-efficient inference and serving engine for LLMs 2026-04-16T05:26:21Z
4 LlamaFactory 70154 8586 Python 934 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2026-04-12T00:32:15Z
5 unsloth 61696 5342 Python 1021 Unsloth Studio is a web UI for training and running open models like Gemma 4, Qwen3.5, DeepSeek, gpt-oss locally. 2026-04-15T22:50:48Z
6 llama 59334 9828 Python 462 Inference code for Llama models 2025-01-26T21:42:26Z
7 llama_index 48624 7197 Python 184 LlamaIndex is the leading document agent and OCR platform 2026-04-16T02:09:18Z
8 LocalAI 45436 3955 Go 142 LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required. 2026-04-16T02:34:55Z
9 aider 43408 4216 Python 1197 aider is AI pair programming in your terminal 2026-04-09T05:09:59Z
10 quivr 39103 3753 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 37839 6196 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 34093 2139 Python 79 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 30056 2029 Python 826 AI Agent Assistant that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨ 2026-04-16T00:48:13Z
14 fish-speech 29721 2503 Python 21 SOTA Open Source TTS 2026-04-06T19:09:42Z
15 llama3 29287 3529 Python 178 The official Meta Llama 3 GitHub site 2025-01-26T21:39:06Z
16 sglang 25876 5387 Python 607 SGLang is a high-performance serving framework for large language models and multimodal models. 2026-04-16T05:30:15Z
17 LLaVA 24685 2760 Python 1095 [NeurIPS’23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond. 2024-08-12T09:52:38Z
18 llamafile 24149 1319 C++ 184 Distribute and run LLMs with a single file. 2026-04-15T21:16:18Z
19 repomix 23575 1150 TypeScript 130 📦 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. 2026-04-16T05:03:22Z
20 Awesome-Chinese-LLM 22526 2127 None 8 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 promptfoo 20145 1742 TypeScript 86 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. 2026-04-16T05:16:59Z
22 llama2.c 19405 2505 C 126 Inference Llama 2 in one file of pure C 2024-08-06T09:44:40Z
23 Chinese-LLaMA-Alpaca 18947 1856 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
24 alpaca-lora 18945 2191 Jupyter Notebook 333 Instruct-tune LLaMA on consumer hardware 2024-07-29T13:37:49Z
25 free-llm-api-resources 18832 1869 Python 14 A list of free LLM inference resources accessible via API. 2026-03-10T00:26:45Z
26 llama-cookbook 18287 2721 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 2026-04-01T20:54:24Z
27 airllm 16190 1686 Jupyter Notebook 132 AirLLM 70B inference with single 4GB GPU 2026-03-10T11:42:34Z
28 ChuanhuChatGPT 15342 2243 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
29 llama3-from-scratch 15240 1284 Jupyter Notebook 16 llama3 implementation one matrix multiplication at a time 2024-05-23T14:34:05Z
30 Llama-Chinese 14732 1305 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 13742 1352 Python 970 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). 2026-04-15T10:54:41Z
32 dalai 12958 1344 CSS 291 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
33 PaddleNLP 12934 3050 Python 115 Easy-to-use and powerful LLM and SLM library with awesome model zoo. 2025-12-17T09:19:22Z
34 OpenLLM 12280 804 Python 4 Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud. 2026-04-13T16:53:06Z
35 h2ogpt 11979 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 11973 954 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. 2026-04-11T07:42:39Z
37 ludwig 11670 1214 Python 1 Low-code framework for building custom LLMs, neural networks, and other AI models 2026-04-15T19:15:32Z
38 langchain4j 11622 2135 Java 590 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. 2026-04-15T13:02:58Z
39 bisheng 11305 1843 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. 2026-04-16T04:22:23Z
40 tensorzero 11221 813 Rust 333 TensorZero is an open-source LLMOps platform that unifies an LLM gateway, observability, evaluation, optimization, and experimentation. 2026-04-16T03:07:28Z
41 llama-gpt 10978 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 10188 1370 Python 600 Python bindings for llama.cpp 2026-04-14T09:20:49Z
43 petals 10073 602 Python 92 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading 2024-09-07T11:54:28Z
44 PowerInfer 9329 562 C++ 124 High-speed Large Language Model Serving for Local Deployment 2026-01-24T06:33:35Z
45 inference 9230 815 Python 29 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. 2026-04-15T13:09:54Z
46 oumi 9181 748 Python 0 Easily fine-tune, evaluate and deploy gpt-oss, Qwen3, DeepSeek-R1, or any open source LLM / VLM! 2026-04-16T01:37:35Z
47 ART 9168 792 Python 64 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! 2026-04-15T01:58:47Z
48 TinyLlama 8937 607 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 8764 1420 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 8559 523 JavaScript 113 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
51 llama-stack 8331 1298 Python 103 Composable building blocks to build LLM Apps 2026-04-16T03:40:42Z
52 BELLE 8284 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 awesome-LLM-resources 8094 824 None 4 🧑‍🚀 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. 2026-04-15T15:25:01Z
54 GPTCache 7981 574 Python 74 Semantic cache for LLMs. Fully integrated with LangChain and llama_index. 2025-07-11T09:04:36Z
55 nexa-sdk 7947 987 Kotlin 38 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
56 lmdeploy 7778 685 Python 525 LMDeploy is a toolkit for compressing, deploying, and serving LLMs. 2026-04-15T06:31:24Z
57 k8sgpt 7669 975 Go 88 Giving Kubernetes Superpowers to everyone 2026-04-15T16:58:45Z
58 llama-models 7557 1363 Python 172 Utilities intended for use with Llama models. 2026-02-11T16:38:31Z
59 open_llama 7534 405 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
60 Chinese-LLaMA-Alpaca-2 7154 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 mergekit 6981 691 Python 238 Tools for merging pretrained large language models. 2026-03-15T10:49:47Z
62 llamacoder 6893 1643 TypeScript 2 Open source Claude Artifacts – built with Llama 3.1 405B 2026-04-11T20:15:23Z
63 Firefly 6648 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
64 Liger-Kernel 6279 513 Python 89 Efficient Triton Kernels for LLM Training 2026-04-16T01:29:50Z
65 llm-scraper 6258 380 TypeScript 3 Turn any webpage into structured data using LLMs 2026-04-13T17:42:00Z
66 YuE 6147 728 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 6081 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 6034 547 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 5925 382 Python 109 [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters 2024-03-14T08:12:53Z
70 enchanted 5897 411 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 5731 398 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 5720 381 TypeScript 53 A self-organizing file system with llama 3 2025-08-08T02:27:02Z
73 Baichuan-7B 5668 505 Python 85 A large-scale 7B pretraining language model developed by BaiChuan-Inc. 2024-07-18T14:23:01Z
74 sdk-python 5636 783 Python 333 A model-driven approach to building AI agents in just a few lines of code. 2026-04-15T20:33:47Z
75 paperless-ai 5586 299 JavaScript 54 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. 2026-04-07T05:19:59Z
76 smolvlm-realtime-webcam 5543 892 HTML 12 Real-time webcam demo with SmolVLM and llama.cpp server 2025-05-12T17:24:39Z
77 MedicalGPT 5240 738 Python 21 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。 2026-04-14T04:00:44Z
78 Huatuo-Llama-Med-Chinese 4960 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
79 transformerlab-app 4907 507 Python 23 The open source research environment for AI researchers to seamlessly train, evaluate, and scale models from local hardware to GPU clusters. 2026-04-16T02:59:11Z
80 h2o-llmstudio 4906 523 Python 41 H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/ 2026-04-08T23:11:05Z
81 gpustack 4847 498 Python 516 A GPU cluster manager that configures and orchestrates inference engines like vLLM and SGLang for high-performance AI model deployment. 2026-04-16T03:13:40Z
82 obsidian-smart-connections 4838 305 JavaScript 467 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 2026-04-15T18:41:31Z
83 tiny-universe 4733 456 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 4495 526 Go 50 ⚡️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 2026-04-12T10:07:09Z
85 GPT-4-LLM 4335 309 HTML 13 Instruction Tuning with GPT-4 2023-06-11T13:40:30Z
86 llama-stack-apps 4299 642 None 24 Agentic components of the Llama Stack APIs 2025-08-05T14:49:58Z
87 llama_cloud_services 4247 473 TypeScript 352 Knowledge Agents and Management in the Cloud 2026-04-13T03:45:28Z
88 g1 4194 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 4163 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 4135 402 Shell 9 High-speed download of LLaMA, Facebook’s 65B parameter GPT model 2023-06-28T16:56:55Z
91 Chinese-Vicuna 4128 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 4122 720 Python 27 Set of tools to assess and improve LLM security. 2026-04-15T21:05:17Z
93 Operit 4092 321 Kotlin 70 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 2026-04-16T03:02:13Z
94 llms-from-scratch-cn 4084 564 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
95 LightLLM 4009 320 Python 84 LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance. 2026-04-16T05:36:56Z
96 shimmy 3999 343 Rust 34 ⚡ 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 langroid 3969 369 Python 50 Harness LLMs with Multi-Agent Programming 2026-04-07T00:02:53Z
98 SwanLab 3817 198 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. 2026-04-15T18:57:15Z
99 zero_nlp 3806 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
100 lorax 3750 312 Python 150 Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs 2025-05-21T17:40:25Z