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。

View on GitHub

Github Ranking

Top 100 Stars in LLaMA

Ranking Project Name Stars Forks Language Open Issues Description Last Commit
1 ollama 154520 13435 Go 1840 Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models. 2025-10-22T02:01:30Z
2 llama.cpp 88135 13398 C++ 283 LLM inference in C/C++ 2025-10-21T15:02:05Z
3 vllm 60655 10700 Python 1848 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-10-22T03:30:03Z
4 LLaMA-Factory 60576 7335 Python 719 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-10-21T10:26:12Z
5 llama 58859 9815 Python 449 Inference code for Llama models 2025-01-26T21:42:26Z
6 unsloth 47258 3865 Python 803 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek-R1, Qwen3, Gemma 3, TTS 2x faster with 70% less VRAM. 2025-10-21T18:33:42Z
7 llama_index 44839 6466 Python 216 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-10-20T15:36:55Z
8 quivr 38530 3680 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 38034 3597 Python 1060 aider is AI pair programming in your terminal 2025-10-05T19:11:17Z
10 Langchain-Chatchat 36308 6045 TypeScript 29 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 2025-09-29T06:47:27Z
11 LocalAI 35944 2853 Go 272 :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, Audio, Video, Images, Voice Cloning, Distributed, P2P and decentralized inference 2025-10-21T21:15:27Z
12 khoj 31370 1846 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. 2025-09-16T09:17:58Z
13 llama3 29052 3470 Python 175 The official Meta Llama 3 GitHub site 2025-01-26T21:39:06Z
14 LLaVA 23793 2648 Python 1086 [NeurIPS’23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond. 2024-08-12T09:52:38Z
15 fish-speech 23341 1930 Python 21 SOTA Open Source TTS 2025-10-20T00:12:51Z
16 llamafile 23227 1228 C++ 171 Distribute and run LLMs with a single file. 2025-06-30T19:03:06Z
17 Awesome-Chinese-LLM 21479 2046 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 19832 901 TypeScript 111 📦 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. 2025-10-21T01:11:54Z
19 sglang 19092 3126 Python 528 SGLang is a fast serving framework for large language models and vision language models. 2025-10-22T03:32:52Z
20 alpaca-lora 18971 2221 Jupyter Notebook 333 Instruct-tune LLaMA on consumer hardware 2024-07-29T13:37:49Z
21 Chinese-LLaMA-Alpaca 18932 1877 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
22 llama2.c 18869 2390 C 125 Inference Llama 2 in one file of pure C 2024-08-06T09:44:40Z
23 llama-cookbook 17964 2631 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 2025-10-17T15:17:32Z
24 mastra 17658 1207 TypeScript 271 The TypeScript AI agent framework. ⚡ Assistants, RAG, observability. Supports any LLM: GPT-4, Claude, Gemini, Llama. 2025-10-22T02:00:50Z
25 ChuanhuChatGPT 15433 2267 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 15180 1292 Jupyter Notebook 14 llama3 implementation one matrix multiplication at a time 2024-05-23T14:34:05Z
27 Llama-Chinese 14719 1305 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 dalai 13047 1376 CSS 291 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
29 PaddleNLP 12813 3077 Python 132 Easy-to-use and powerful LLM and SLM library with awesome model zoo. 2025-10-22T03:04:37Z
30 AstrBot 12759 932 Python 284 ✨ 一站式 LLM 聊天机器人平台及开发框架 ✨ 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 2025-10-21T06:19:45Z
31 h2ogpt 11930 1305 Python 291 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
32 OpenLLM 11864 782 Python 3 Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud. 2025-10-20T18:40:39Z
33 ludwig 11604 1220 Python 42 Low-code framework for building custom LLMs, neural networks, and other AI models 2025-10-20T22:50:11Z
34 shell_gpt 11435 919 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. 2025-07-17T04:13:14Z
35 llama-gpt 10992 709 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 ms-swift 10558 911 Python 601 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). 2025-10-22T02:59:50Z
37 tensorzero 10437 717 Rust 333 TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation. 2025-10-22T02:41:21Z
38 petals 9819 579 Python 92 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading 2024-09-07T11:54:28Z
39 bisheng 9767 1597 TypeScript 96 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. 2025-10-21T12:59:24Z
40 llama-cpp-python 9671 1238 Python 576 Python bindings for llama.cpp 2025-08-15T06:23:26Z
41 langchain4j 9349 1719 Java 513 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. 2025-10-21T17:18:08Z
42 promptfoo 8780 739 TypeScript 172 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. 2025-10-22T01:25:13Z
43 TinyLlama 8775 570 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
44 inference 8643 749 Python 125 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. 2025-10-22T03:34:34Z
45 oumi 8563 650 Python 15 Easily fine-tune, evaluate and deploy gpt-oss, Qwen3, DeepSeek-R1, or any open source LLM / VLM! 2025-10-20T15:44:42Z
46 ipex-llm 8400 1381 Python 1211 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 8366 448 C++ 120 High-speed Large Language Model Serving for Local Deployment 2025-08-02T03:36:13Z
48 reor 8328 505 JavaScript 110 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
49 BELLE 8240 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 8119 1193 Python 151 Composable building blocks to build Llama Apps 2025-10-22T01:31:21Z
51 GPTCache 7799 567 Python 72 Semantic cache for LLMs. Fully integrated with LangChain and llama_index. 2025-07-11T09:04:36Z
52 ART 7644 587 Python 45 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! 2025-10-21T00:17:51Z
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 llama-models 7305 1258 Python 135 Utilities intended for use with Llama models. 2025-10-10T00:22:06Z
55 lmdeploy 7194 610 Python 488 LMDeploy is a toolkit for compressing, deploying, and serving LLMs. 2025-10-20T04:17:09Z
56 Chinese-LLaMA-Alpaca-2 7171 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
57 k8sgpt 7059 886 Go 85 Giving Kubernetes Superpowers to everyone 2025-10-20T01:38:59Z
58 llamacoder 6657 1601 TypeScript 24 Open source Claude Artifacts – built with Llama 3.1 405B 2025-09-08T12:10:47Z
59 Firefly 6577 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
60 mergekit 6387 624 Python 228 Tools for merging pretrained large language models. 2025-09-17T22:20:17Z
61 awesome-LLM-resources 6386 628 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. 2025-10-21T05:24:01Z
62 airllm 6271 480 Jupyter Notebook 114 AirLLM 70B inference with single 4GB GPU 2025-09-03T13:50:08Z
63 free-llm-api-resources 6141 569 Python 12 A list of free LLM inference resources accessible via API. 2025-10-22T01:26:28Z
64 lit-llama 6078 524 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
65 llm-scraper 6063 363 TypeScript 8 Turn any webpage into structured data using LLMs 2025-10-21T02:44:13Z
66 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
67 LLaMA-Adapter 5906 383 Python 107 [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters 2024-03-14T08:12:53Z
68 Liger-Kernel 5764 418 Python 70 Efficient Triton Kernels for LLM Training 2025-10-20T20:44:47Z
69 serge 5753 402 Svelte 18 A web interface for chatting with Alpaca through llama.cpp. Fully dockerized, with an easy to use API. 2025-10-21T08:11:13Z
70 Baichuan-7B 5683 506 Python 85 A large-scale 7B pretraining language model developed by BaiChuan-Inc. 2024-07-18T14:23:01Z
71 enchanted 5680 380 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
72 llama-fs 5671 377 TypeScript 52 A self-organizing file system with llama 3 2025-08-08T02:27:02Z
73 YuE 5608 648 Python 74 YuE: Open Full-song Music Generation Foundation Model, something similar to Suno.ai but open 2025-06-04T13:08:48Z
74 nexa-sdk 5447 708 Go 30 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. 2025-10-22T03:42:53Z
75 llm-answer-engine 4919 790 TypeScript 26 Build a Perplexity-Inspired Answer Engine Using Next.js, Groq, Llama-3, Langchain, OpenAI, Upstash, Brave & Serper 2025-06-27T03:35:14Z
76 Huatuo-Llama-Med-Chinese 4878 493 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
77 smolvlm-realtime-webcam 4795 763 HTML 11 Real-time webcam demo with SmolVLM and llama.cpp server 2025-05-12T17:24:39Z
78 h2o-llmstudio 4688 497 Python 40 H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/ 2025-09-25T15:18:10Z
79 transformerlab-app 4455 438 TypeScript 59 Open Source Application for Advanced LLM + Diffusion Engineering: interact, train, fine-tune, and evaluate large language models on your own computer. 2025-10-21T21:38:33Z
80 paperless-ai 4426 199 JavaScript 15 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. 2025-10-07T00:15:57Z
81 GPT-4-LLM 4334 306 HTML 12 Instruction Tuning with GPT-4 2023-06-11T13:40:30Z
82 llama-stack-apps 4272 634 None 20 Agentic components of the Llama Stack APIs 2025-08-05T14:49:58Z
83 g1 4223 377 Python 0 g1: Using Llama-3.1 70b on Groq to create o1-like reasoning chains 2025-09-11T16:29:17Z
84 obsidian-smart-connections 4198 252 JavaScript 419 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 2025-10-21T18:45:15Z
85 llama_cloud_services 4184 460 TypeScript 302 Knowledge Agents and Management in the Cloud 2025-10-21T20:37:41Z
86 llama3-Chinese-chat 4168 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
87 MedicalGPT 4159 609 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
88 llama-dl 4155 410 Shell 9 High-speed download of LLaMA, Facebook’s 65B parameter GPT model 2023-06-28T16:56:55Z
89 casibase 4147 493 Go 45 ⚡️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 2025-10-21T14:26:02Z
90 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
91 tiny-universe 3900 396 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
92 gpustack 3888 391 Python 498 Simple, scalable AI model deployment on GPU clusters 2025-10-21T11:56:52Z
93 PurpleLlama 3825 652 Python 15 Set of tools to assess and improve LLM security. 2025-10-02T11:35:37Z
94 sdk-python 3788 446 Python 219 A model-driven approach to building AI agents in just a few lines of code. 2025-10-21T19:29:38Z
95 langroid 3727 351 Python 48 Harness LLMs with Multi-Agent Programming 2025-10-19T00:23:35Z
96 zero_nlp 3675 440 Jupyter Notebook 101 中文nlp解决方案(大模型、数据、模型、训练、推理) 2025-08-05T01:26:45Z
97 LightLLM 3664 280 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. 2025-10-21T12:24:52Z
98 llms-from-scratch-cn 3634 504 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
99 ClaraVerse 3520 385 TypeScript 53 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. 2025-10-21T05:29:58Z
100 lorax 3518 280 Python 148 Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs 2025-05-21T17:40:25Z