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 151636 13022 Go 1756 Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models. 2025-09-04T23:14:46Z
2 llama.cpp 86066 12935 C++ 352 LLM inference in C/C++ 2025-09-05T03:29:39Z
3 llama 58698 9803 Python 446 Inference code for Llama models 2025-01-26T21:42:26Z
4 LLaMA-Factory 57492 7049 Python 613 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-09-03T09:22:55Z
5 vllm 57217 9910 Python 1805 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-09-05T03:19:26Z
6 unsloth 45093 3654 Python 729 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, Qwen3, Llama 4, DeepSeek-R1, Gemma 3, TTS 2x faster with 70% less VRAM. 2025-09-05T00:22:07Z
7 llama_index 44071 6334 Python 209 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-09-04T23:14:28Z
8 quivr 38387 3670 Python 2 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
9 aider 37200 3449 Python 1018 aider is AI pair programming in your terminal 2025-09-02T18:00:10Z
10 Langchain-Chatchat 36011 6015 TypeScript 98 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 2025-03-25T15:45:51Z
11 LocalAI 35039 2734 Go 351 :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 models architectures. Features: Generate Text, Audio, Video, Images, Voice Cloning, Distributed, P2P inference 2025-09-04T21:03:02Z
12 khoj 30862 1780 Python 76 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. 2025-08-31T20:22:25Z
13 llama3 28952 3454 Python 174 The official Meta Llama 3 GitHub site 2025-01-26T21:39:06Z
14 LLaVA 23476 2593 Python 1084 [NeurIPS’23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond. 2024-08-12T09:52:38Z
15 llamafile 23078 1216 C++ 164 Distribute and run LLMs with a single file. 2025-06-30T19:03:06Z
16 fish-speech 22872 1885 Python 29 SOTA Open Source TTS 2025-09-01T18:39:28Z
17 Awesome-Chinese-LLM 21119 2016 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 repomix 18968 840 TypeScript 99 📦 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. 2025-09-04T15:32:24Z
19 alpaca-lora 18957 2220 Jupyter Notebook 333 Instruct-tune LLaMA on consumer hardware 2024-07-29T13:37:49Z
20 Chinese-LLaMA-Alpaca 18919 1880 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
21 llama2.c 18721 2346 C 124 Inference Llama 2 in one file of pure C 2024-08-06T09:44:40Z
22 llama-cookbook 17798 2598 Jupyter Notebook 18 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 2025-08-29T14:52:59Z
23 sglang 17642 2835 Python 587 SGLang is a fast serving framework for large language models and vision language models. 2025-09-05T03:33:30Z
24 mastra 16283 1058 TypeScript 179 The TypeScript AI agent framework. ⚡ Assistants, RAG, observability. Supports any LLM: GPT-4, Claude, Gemini, Llama. 2025-09-05T00:55:24Z
25 ChuanhuChatGPT 15438 2274 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. 2025-08-15T02:25:50Z
26 llama3-from-scratch 15126 1285 Jupyter Notebook 13 llama3 implementation one matrix multiplication at a time 2024-05-23T14:34:05Z
27 Llama-Chinese 14686 1304 Python 196 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 dalai 13058 1379 CSS 291 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
29 PaddleNLP 12753 3069 Python 141 Easy-to-use and powerful LLM and SLM library with awesome model zoo. 2025-09-04T12:44:53Z
30 AstrBot 11907 847 Python 304 ✨ 易上手的多平台 LLM 聊天机器人及开发框架 ✨ 支持 QQ、QQ频道、Telegram、企微、飞书、钉钉 | 知识库、MCP 服务器、OpenAI、DeepSeek、Gemini、硅基流动、月之暗面、Ollama、OneAPI、Dify 2025-09-04T15:48:37Z
31 h2ogpt 11905 1306 Python 290 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/ 2025-05-25T19:02:29Z
32 OpenLLM 11744 764 Python 3 Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud. 2025-09-01T16:52:34Z
33 ludwig 11580 1217 Python 42 Low-code framework for building custom LLMs, neural networks, and other AI models 2025-08-25T20:29:36Z
34 shell_gpt 11310 911 Python 89 A command-line productivity tool powered by AI large language models like GPT-4, will help you accomplish your tasks faster and more efficiently. 2025-07-17T04:13:14Z
35 llama-gpt 11001 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
36 tensorzero 10085 672 Rust 291 TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation. 2025-09-04T23:10:51Z
37 petals 9787 571 Python 92 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading 2024-09-07T11:54:28Z
38 ms-swift 9670 851 Python 625 Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 500+ LLMs (Qwen3, Qwen3-MoE, Llama4, GLM4.5, InternLM3, DeepSeek-R1, …) and 200+ MLLMs (Qwen2.5-VL, Qwen2.5-Omni, InternVL3.5, Ovis2.5, Llava, GLM4v, Phi4, …) (AAAI 2025). 2025-09-04T10:33:50Z
39 bisheng 9578 1558 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. 2025-09-05T02:51:53Z
40 llama-cpp-python 9541 1216 Python 566 Python bindings for llama.cpp 2025-08-15T06:23:26Z
41 langchain4j 8902 1638 Java 484 Java version of LangChain 2025-08-31T09:39:45Z
42 TinyLlama 8727 565 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
43 inference 8488 734 Python 137 Replace OpenAI GPT with another LLM in your app by changing a single line of code. Xinference gives you the freedom to use any LLM you need. With Xinference, you’re empowered to run inference with any open-source language models, speech recognition models, and multimodal models, whether in the cloud, on-premises, or even on your laptop. 2025-09-03T04:40:53Z
44 oumi 8450 640 Python 23 Easily fine-tune, evaluate and deploy gpt-oss, Qwen3, DeepSeek-R1, or any open source LLM / VLM! 2025-09-04T22:25:34Z
45 PowerInfer 8323 444 C++ 119 High-speed Large Language Model Serving for Local Deployment 2025-08-02T03:36:13Z
46 ipex-llm 8286 1372 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. 2025-08-20T06:10:31Z
47 promptfoo 8277 686 TypeScript 187 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. 2025-09-05T03:05:44Z
48 reor 8235 502 JavaScript 110 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
49 BELLE 8222 767 HTML 105 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 8041 1149 Python 178 Composable building blocks to build Llama Apps 2025-09-05T00:19:36Z
51 GPTCache 7732 557 Python 72 Semantic cache for LLMs. Fully integrated with LangChain and llama_index. 2025-07-11T09:04:36Z
52 open_llama 7524 404 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
53 llama-models 7234 1245 Python 126 Utilities intended for use with Llama models. 2025-07-15T21:34:35Z
54 Chinese-LLaMA-Alpaca-2 7178 570 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
55 lmdeploy 6963 599 Python 482 LMDeploy is a toolkit for compressing, deploying, and serving LLMs. 2025-09-04T13:32:21Z
56 k8sgpt 6922 862 Go 83 Giving Kubernetes Superpowers to everyone 2025-09-05T02:57:02Z
57 ART 6630 446 Python 34 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! 2025-09-03T00:18:37Z
58 Firefly 6540 585 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
59 llamacoder 6537 1569 TypeScript 30 Open source Claude Artifacts – built with Llama 3.1 405B 2025-08-26T16:38:31Z
60 mergekit 6252 606 Python 225 Tools for merging pretrained large language models. 2025-08-17T15:02:39Z
61 awesome-LLM-resources 6095 599 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. 2025-09-04T08:51:04Z
62 lit-llama 6079 522 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
63 LaWGPT 6005 552 Python 87 🎉 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
64 llm-scraper 5987 355 TypeScript 7 Turn any webpage into structured data using LLMs 2025-05-18T11:11:18Z
65 airllm 5909 460 Jupyter Notebook 111 AirLLM 70B inference with single 4GB GPU 2025-09-03T13:50:08Z
66 LLaMA-Adapter 5895 382 Python 107 [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters 2024-03-14T08:12:53Z
67 serge 5751 402 Svelte 19 A web interface for chatting with Alpaca through llama.cpp. Fully dockerized, with an easy to use API. 2025-09-04T13:25:41Z
68 Baichuan-7B 5685 504 Python 85 A large-scale 7B pretraining language model developed by BaiChuan-Inc. 2024-07-18T14:23:01Z
69 enchanted 5616 378 Swift 98 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 Liger-Kernel 5605 395 Python 71 Efficient Triton Kernels for LLM Training 2025-09-05T01:15:16Z
71 YuE 5457 622 Python 73 YuE: Open Full-song Music Generation Foundation Model, something similar to Suno.ai but open 2025-06-04T13:08:48Z
72 llama-fs 5423 362 TypeScript 51 A self-organizing file system with llama 3 2025-08-08T02:27:02Z
73 free-llm-api-resources 5189 449 Python 7 A list of free LLM inference resources accessible via API. 2025-09-05T01:20:47Z
74 llm-answer-engine 4917 768 TypeScript 26 Build a Perplexity-Inspired Answer Engine Using Next.js, Groq, Llama-3, Langchain, OpenAI, Upstash, Brave & Serper 2025-06-27T03:35:14Z
75 Huatuo-Llama-Med-Chinese 4859 487 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 4661 727 HTML 11 Real-time webcam demo with SmolVLM and llama.cpp server 2025-05-12T17:24:39Z
77 h2o-llmstudio 4619 491 Python 39 H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/ 2025-09-04T08:40:12Z
78 GPT-4-LLM 4329 306 HTML 13 Instruction Tuning with GPT-4 2023-06-11T13:40:30Z
79 llama-stack-apps 4271 632 None 20 Agentic components of the Llama Stack APIs 2025-08-05T14:49:58Z
80 g1 4220 379 Python 1 g1: Using Llama-3.1 70b on Groq to create o1-like reasoning chains 2025-01-27T18:36:13Z
81 transformerlab-app 4218 390 TypeScript 77 Open Source Application for Advanced LLM + Diffusion Engineering: interact, train, fine-tune, and evaluate large language models on your own computer. 2025-09-04T21:21:38Z
82 llama3-Chinese-chat 4163 338 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
83 llama-dl 4156 413 Shell 9 High-speed download of LLaMA, Facebook’s 65B parameter GPT model 2023-06-28T16:56:55Z
84 paperless-ai 4150 178 JavaScript 10 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. 2025-08-31T09:08:39Z
85 Chinese-Vicuna 4149 414 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
86 llama_cloud_services 4126 446 TypeScript 274 Knowledge Agents and Management in the Cloud 2025-09-04T20:02:42Z
87 obsidian-smart-connections 4080 243 JavaScript 394 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 2025-08-31T18:06:16Z
88 MedicalGPT 4070 598 Python 50 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
89 casibase 4000 474 Go 42 ⚡️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 2025-09-05T02:21:03Z
90 PurpleLlama 3729 621 Python 15 Set of tools to assess and improve LLM security. 2025-09-03T20:32:07Z
91 langroid 3672 345 Python 49 Harness LLMs with Multi-Agent Programming 2025-09-02T21:41:47Z
92 tiny-universe 3655 373 Jupyter Notebook 9 《大模型白盒子构建指南》:一个全手搓的Tiny-Universe 2025-08-30T08:03:41Z
93 gpustack 3653 370 Python 420 Simple, scalable AI model deployment on GPU clusters 2025-08-26T07:12:28Z
94 zero_nlp 3636 431 Jupyter Notebook 100 中文nlp解决方案(大模型、数据、模型、训练、推理) 2025-08-05T01:26:45Z
95 LightLLM 3578 276 Python 79 LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance. 2025-09-05T03:05:54Z
96 llms-from-scratch-cn 3499 485 Jupyter Notebook 12 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
97 llama-hub 3478 727 Jupyter Notebook 82 A library of data loaders for LLMs made by the community – to be used with LlamaIndex and/or LangChain 2024-03-01T15:17:16Z
98 higgsfield 3472 573 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
99 lorax 3405 263 Python 148 Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs 2025-05-21T17:40:25Z
100 LLamaSharp 3344 464 C# 20 A C#/.NET library to run LLM (🦙LLaMA/LLaVA) on your local device efficiently. 2025-09-01T12:21:09Z