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 157511 13903 Go 1930 Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models. 2025-12-13T03:29:00Z
2 llama.cpp 91232 14085 C++ 335 LLM inference in C/C++ 2025-12-13T03:08:37Z
3 vllm 65271 11926 Python 1868 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-12-13T03:34:24Z
4 LLaMA-Factory 63892 7739 Python 812 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-12-12T17:44:29Z
5 llama 58979 9810 Python 454 Inference code for Llama models 2025-01-26T21:42:26Z
6 unsloth 49360 4079 Python 805 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek-R1, Qwen3, Gemma 3, TTS 2x faster with 70% less VRAM. 2025-12-12T13:53:46Z
7 llama_index 45785 6623 Python 233 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-12-12T13:05:09Z
8 LocalAI 40070 3206 Go 199 :robot: The free, Open Source alternative to OpenAI, Claude and others. Self-hosted and local-first. Drop-in replacement for OpenAI, 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 2025-12-12T23:37:41Z
9 aider 38916 3726 Python 1097 aider is AI pair programming in your terminal 2025-12-11T19:28:27Z
10 quivr 38676 3693 Python 1 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 36781 6079 Python 17 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 31909 1893 Python 75 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. 2025-12-08T04:36:04Z
13 llama3 29129 3497 Python 176 The official Meta Llama 3 GitHub site 2025-01-26T21:39:06Z
14 fish-speech 24323 1995 Python 16 SOTA Open Source TTS 2025-12-01T19:10:07Z
15 LLaVA 24159 2670 Python 1089 [NeurIPS’23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond. 2024-08-12T09:52:38Z
16 llamafile 23466 1247 C 186 Distribute and run LLMs with a single file. 2025-12-12T17:56:48Z
17 Awesome-Chinese-LLM 21884 2078 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
18 sglang 21241 3732 Python 633 SGLang is a fast serving framework for large language models and vision language models. 2025-12-13T03:41:38Z
19 repomix 20623 947 TypeScript 119 📦 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. 2025-12-13T00:59:27Z
20 llama2.c 19020 2425 C 125 Inference Llama 2 in one file of pure C 2024-08-06T09:44:40Z
21 alpaca-lora 18981 2215 Jupyter Notebook 333 Instruct-tune LLaMA on consumer hardware 2024-07-29T13:37:49Z
22 Chinese-LLaMA-Alpaca 18964 1874 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 mastra 18788 1344 TypeScript 177 The TypeScript AI agent framework. ⚡ Assistants, RAG, observability. Supports any LLM: GPT-4, Claude, Gemini, Llama. 2025-12-13T02:14:16Z
24 llama-cookbook 18075 2667 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 2025-11-03T16:25:20Z
25 ChuanhuChatGPT 15418 2266 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. 2025-08-15T02:25:50Z
26 llama3-from-scratch 15199 1291 Jupyter Notebook 14 llama3 implementation one matrix multiplication at a time 2024-05-23T14:34:05Z
27 Llama-Chinese 14751 1302 Python 195 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 AstrBot 14112 1087 Python 325 ✨ Agentic IM ChatBot Infrastructure — 聊天智能体基础设施 ✨ 多消息平台集成(QQ / Telegram / 企微 / 飞书 / 钉钉等),强大易用的插件系统,支持 OpenAI / Gemini / Anthropic / Dify / Coze / 阿里云百炼 / 知识库 / Agent 智能体 2025-12-12T15:15:11Z
29 dalai 13020 1374 CSS 291 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
30 PaddleNLP 12875 3075 Python 122 Easy-to-use and powerful LLM and SLM library with awesome model zoo. 2025-12-12T09:16:21Z
31 OpenLLM 11993 798 Python 3 Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud. 2025-12-08T16:56:47Z
32 h2ogpt 11973 1313 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
33 ludwig 11627 1219 Python 42 Low-code framework for building custom LLMs, neural networks, and other AI models 2025-12-08T21:22:04Z
34 ms-swift 11608 1049 Python 806 Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 500+ LLMs (Qwen3, Qwen3-MoE, Llama4, GLM4.5, InternLM3, DeepSeek-R1, …) and 200+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, Llava, GLM4v, Phi4, …) (AAAI 2025). 2025-12-12T10:06:38Z
35 shell_gpt 11583 938 Python 91 A command-line productivity tool powered by AI large language models like GPT-4, will help you accomplish your tasks faster and more efficiently. 2025-10-30T03:33:26Z
36 llama-gpt 10991 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
37 tensorzero 10675 745 Rust 315 TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation. 2025-12-13T03:41:55Z
38 bisheng 10605 1721 TypeScript 89 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. 2025-12-13T01:44:04Z
39 langchain4j 9932 1823 Java 539 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. 2025-12-12T14:32:23Z
40 petals 9852 586 Python 92 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading 2024-09-07T11:54:28Z
41 llama-cpp-python 9820 1258 Python 586 Python bindings for llama.cpp 2025-08-15T06:23:26Z
42 promptfoo 9406 814 TypeScript 126 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. 2025-12-13T01:48:47Z
43 inference 8838 775 Python 136 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. 2025-12-12T09:04:21Z
44 TinyLlama 8828 581 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
45 oumi 8784 685 Python 6 Easily fine-tune, evaluate and deploy gpt-oss, Qwen3, DeepSeek-R1, or any open source LLM / VLM! 2025-12-13T02:57:56Z
46 ipex-llm 8534 1387 Python 1216 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. 2025-10-14T06:04:12Z
47 PowerInfer 8455 458 C++ 120 High-speed Large Language Model Serving for Local Deployment 2025-08-02T03:36:13Z
48 reor 8420 516 JavaScript 110 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
49 BELLE 8277 768 HTML 106 BELLE: Be Everyone’s Large Language model Engine(开源中文对话大模型) 2024-10-16T11:38:59Z
50 llama-stack 8191 1228 Python 146 Composable building blocks to build LLM Apps 2025-12-13T03:41:29Z
51 ART 8023 641 Python 54 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! 2025-12-12T22:04:19Z
52 GPTCache 7871 566 Python 73 Semantic cache for LLMs. Fully integrated with LangChain and llama_index. 2025-07-11T09:04:36Z
53 open_llama 7526 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
54 lmdeploy 7377 634 Python 510 LMDeploy is a toolkit for compressing, deploying, and serving LLMs. 2025-12-12T09:17:04Z
55 llama-models 7374 1293 Python 151 Utilities intended for use with Llama models. 2025-10-10T00:22:06Z
56 k8sgpt 7223 906 Go 88 Giving Kubernetes Superpowers to everyone 2025-12-12T23:06:51Z
57 free-llm-api-resources 7198 682 Python 13 A list of free LLM inference resources accessible via API. 2025-12-13T00:22:22Z
58 Chinese-LLaMA-Alpaca-2 7180 569 Python 0 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
59 awesome-LLM-resources 6940 671 None 0 🧑‍🚀 全世界最好的LLM资料总结(语音视频生成、Agent、辅助编程、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. 2025-12-11T01:46:23Z
60 llamacoder 6787 1637 TypeScript 1 Open source Claude Artifacts – built with Llama 3.1 405B 2025-12-12T14:31:58Z
61 Firefly 6610 588 Python 204 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
62 mergekit 6576 645 Python 231 Tools for merging pretrained large language models. 2025-12-10T03:30:10Z
63 airllm 6456 508 Jupyter Notebook 114 AirLLM 70B inference with single 4GB GPU 2025-09-03T13:50:08Z
64 nexa-sdk 6165 810 Go 35 Run the latest LLMs and VLMs across GPU, NPU, and CPU with PC (Python/C++) & mobile (Android & iOS) support, running quickly with OpenAI gpt-oss, Granite4, Qwen3VL, Gemma 3n and more. 2025-12-12T07:44:27Z
65 llm-scraper 6129 368 TypeScript 9 Turn any webpage into structured data using LLMs 2025-12-06T22:12:24Z
66 lit-llama 6089 527 Python 108 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 LaWGPT 6024 553 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
68 Liger-Kernel 5940 446 Python 84 Efficient Triton Kernels for LLM Training 2025-12-12T10:36:07Z
69 LLaMA-Adapter 5926 384 Python 107 [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters 2024-03-14T08:12:53Z
70 YuE 5814 676 Python 79 YuE: Open Full-song Music Generation Foundation Model, something similar to Suno.ai but open 2025-06-04T13:08:48Z
71 serge 5757 403 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 enchanted 5742 387 Swift 99 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
73 llama-fs 5697 385 TypeScript 53 A self-organizing file system with llama 3 2025-08-08T02:27:02Z
74 Baichuan-7B 5685 505 Python 85 A large-scale 7B pretraining language model developed by BaiChuan-Inc. 2024-07-18T14:23:01Z
75 Huatuo-Llama-Med-Chinese 4911 499 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
76 smolvlm-realtime-webcam 4839 771 HTML 11 Real-time webcam demo with SmolVLM and llama.cpp server 2025-05-12T17:24:39Z
77 h2o-llmstudio 4753 508 Python 42 H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/ 2025-12-12T10:33:07Z
78 paperless-ai 4721 217 JavaScript 31 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. 2025-12-02T20:05:07Z
79 transformerlab-app 4585 466 Python 66 Open Source Application for Advanced LLM + Diffusion Engineering: interact, train, fine-tune, and evaluate large language models on your own computer. 2025-12-12T22:26:37Z
80 sdk-python 4434 538 Python 259 A model-driven approach to building AI agents in just a few lines of code. 2025-12-12T07:16:41Z
81 MedicalGPT 4421 645 Python 52 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。 2025-08-30T12:31:36Z
82 obsidian-smart-connections 4347 260 JavaScript 438 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 2025-12-12T02:44:14Z
83 GPT-4-LLM 4340 306 HTML 13 Instruction Tuning with GPT-4 2023-06-11T13:40:30Z
84 casibase 4328 518 Go 51 ⚡️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 2025-12-12T13:32:56Z
85 llama-stack-apps 4278 637 None 20 Agentic components of the Llama Stack APIs 2025-08-05T14:49:58Z
86 llama_cloud_services 4220 468 TypeScript 325 Knowledge Agents and Management in the Cloud 2025-12-12T14:24:00Z
87 g1 4220 372 Python 0 g1: Using Llama-3.1 70b on Groq to create o1-like reasoning chains 2025-09-11T16:29:17Z
88 gpustack 4196 425 Python 349 GPU cluster manager for optimized AI model deployment 2025-12-13T03:25:05Z
89 llama3-Chinese-chat 4163 336 Python 29 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。 2025-05-07T06:09:40Z
90 llama-dl 4155 407 Shell 9 High-speed download of LLaMA, Facebook’s 65B parameter GPT model 2023-06-28T16:56:55Z
91 Chinese-Vicuna 4145 413 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 tiny-universe 4129 410 Jupyter Notebook 9 《大模型白盒子构建指南》:一个全手搓的Tiny-Universe 2025-12-02T06:12:39Z
93 PurpleLlama 3923 681 Python 17 Set of tools to assess and improve LLM security. 2025-11-20T21:53:42Z
94 llms-from-scratch-cn 3800 520 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
95 langroid 3796 350 Python 48 Harness LLMs with Multi-Agent Programming 2025-11-24T21:02:31Z
96 LightLLM 3786 288 Python 81 LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance. 2025-12-12T10:19:33Z
97 zero_nlp 3723 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
98 ClaraVerse 3596 405 TypeScript 59 ClaraVerse is a privacy-first, fully local AI workspace featuring a Local LLM chat powered by LLama.cpp, along with support for any provider, tool calling, agent building, Stable Diffusion, and n8n-style automation. It requires no backend or API keys—just your stack and machine. 2025-11-10T17:08:26Z
99 lorax 3567 289 Python 148 Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs 2025-05-21T17:40:25Z
100 higgsfield 3510 585 Jupyter Notebook 2 Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters 2024-05-25T17:43:07Z