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 153358 13296 Go 1802 Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models. 2025-10-01T02:47:45Z
2 llama.cpp 87119 13194 C++ 332 LLM inference in C/C++ 2025-09-30T22:18:55Z
3 LLaMA-Factory 59589 7295 Python 675 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-09-30T10:11:50Z
4 vllm 59257 10458 Python 1861 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-10-01T02:19:53Z
5 llama 58779 9809 Python 449 Inference code for Llama models 2025-01-26T21:42:26Z
6 unsloth 46390 3785 Python 763 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek-R1, Qwen3, Gemma 3, TTS 2x faster with 70% less VRAM. 2025-09-30T12:31:10Z
7 llama_index 44527 6412 Python 206 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-09-30T23:15:22Z
8 quivr 38478 3675 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 37744 3530 Python 1037 aider is AI pair programming in your terminal 2025-09-30T13:23:29Z
10 Langchain-Chatchat 36170 6032 TypeScript 59 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 35579 2798 Go 310 :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 2025-09-30T21:13:23Z
12 khoj 31222 1822 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. 2025-09-16T09:17:58Z
13 llama3 28998 3470 Python 175 The official Meta Llama 3 GitHub site 2025-01-26T21:39:06Z
14 LLaVA 23655 2634 Python 1086 [NeurIPS’23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond. 2024-08-12T09:52:38Z
15 llamafile 23172 1223 C++ 167 Distribute and run LLMs with a single file. 2025-06-30T19:03:06Z
16 fish-speech 23044 1902 Python 19 SOTA Open Source TTS 2025-09-23T07:14:17Z
17 Awesome-Chinese-LLM 21314 2032 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 19444 875 TypeScript 110 📦 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. 2025-10-01T01:49:15Z
19 alpaca-lora 18959 2219 Jupyter Notebook 333 Instruct-tune LLaMA on consumer hardware 2024-07-29T13:37:49Z
20 Chinese-LLaMA-Alpaca 18927 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
21 llama2.c 18802 2364 C 124 Inference Llama 2 in one file of pure C 2024-08-06T09:44:40Z
22 sglang 18525 3056 Python 559 SGLang is a fast serving framework for large language models and vision language models. 2025-10-01T03:07:59Z
23 llama-cookbook 17915 2621 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 2025-09-17T22:36:39Z
24 mastra 16974 1132 TypeScript 218 The TypeScript AI agent framework. ⚡ Assistants, RAG, observability. Supports any LLM: GPT-4, Claude, Gemini, Llama. 2025-10-01T03:46:29Z
25 ChuanhuChatGPT 15442 2272 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 15161 1293 Jupyter Notebook 13 llama3 implementation one matrix multiplication at a time 2024-05-23T14:34:05Z
27 Llama-Chinese 14708 1307 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 13056 1377 CSS 291 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
29 PaddleNLP 12785 3075 Python 145 Easy-to-use and powerful LLM and SLM library with awesome model zoo. 2025-09-30T07:39:43Z
30 AstrBot 12359 901 Python 256 ✨ 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 2025-10-01T03:24:50Z
31 h2ogpt 11926 1307 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 11824 776 Python 3 Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud. 2025-09-29T16:50:20Z
33 ludwig 11596 1219 Python 42 Low-code framework for building custom LLMs, neural networks, and other AI models 2025-09-22T21:08:53Z
34 shell_gpt 11407 915 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 11000 708 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 10361 706 Rust 309 TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation. 2025-10-01T02:51:09Z
37 ms-swift 10165 893 Python 575 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). 2025-10-01T03:23:24Z
38 petals 9802 577 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 9720 1582 TypeScript 90 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. 2025-09-30T10:40:27Z
40 llama-cpp-python 9629 1230 Python 570 Python bindings for llama.cpp 2025-08-15T06:23:26Z
41 langchain4j 9161 1687 Java 493 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. 2025-09-30T16:08:39Z
42 TinyLlama 8763 569 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 8592 743 Python 126 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. 2025-10-01T00:56:25Z
44 promptfoo 8557 715 TypeScript 190 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. 2025-10-01T03:30:10Z
45 oumi 8502 642 Python 17 Easily fine-tune, evaluate and deploy gpt-oss, Qwen3, DeepSeek-R1, or any open source LLM / VLM! 2025-09-30T00:23:29Z
46 ipex-llm 8349 1379 Python 1208 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. 2025-09-23T06:08:03Z
47 PowerInfer 8344 446 C++ 120 High-speed Large Language Model Serving for Local Deployment 2025-08-02T03:36:13Z
48 reor 8282 507 JavaScript 110 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
49 BELLE 8235 768 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 8090 1175 Python 182 Composable building blocks to build Llama Apps 2025-10-01T00:24:00Z
51 GPTCache 7782 564 Python 72 Semantic cache for LLMs. Fully integrated with LangChain and llama_index. 2025-07-11T09:04:36Z
52 open_llama 7525 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
53 ART 7448 560 Python 42 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! 2025-09-30T14:50:58Z
54 llama-models 7279 1257 Python 131 Utilities intended for use with Llama models. 2025-07-15T21:34:35Z
55 Chinese-LLaMA-Alpaca-2 7174 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
56 lmdeploy 7130 609 Python 488 LMDeploy is a toolkit for compressing, deploying, and serving LLMs. 2025-09-29T13:17:13Z
57 k8sgpt 7000 876 Go 83 Giving Kubernetes Superpowers to everyone 2025-09-30T19:05:39Z
58 llamacoder 6579 1585 TypeScript 24 Open source Claude Artifacts – built with Llama 3.1 405B 2025-09-08T12:10:47Z
59 Firefly 6562 586 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 6333 618 Python 227 Tools for merging pretrained large language models. 2025-09-17T22:20:17Z
61 awesome-LLM-resources 6279 616 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. 2025-09-30T08:51:24Z
62 airllm 6256 479 Jupyter Notebook 113 AirLLM 70B inference with single 4GB GPU 2025-09-03T13:50:08Z
63 lit-llama 6077 523 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
64 llm-scraper 6044 364 TypeScript 8 Turn any webpage into structured data using LLMs 2025-09-12T21:20:23Z
65 LaWGPT 6014 552 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
66 LLaMA-Adapter 5903 382 Python 107 [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters 2024-03-14T08:12:53Z
67 free-llm-api-resources 5828 533 Python 11 A list of free LLM inference resources accessible via API. 2025-09-28T09:43:12Z
68 serge 5754 403 Svelte 19 A web interface for chatting with Alpaca through llama.cpp. Fully dockerized, with an easy to use API. 2025-09-30T08:11:20Z
69 Liger-Kernel 5708 408 Python 70 Efficient Triton Kernels for LLM Training 2025-09-26T01:13:19Z
70 Baichuan-7B 5684 505 Python 85 A large-scale 7B pretraining language model developed by BaiChuan-Inc. 2024-07-18T14:23:01Z
71 enchanted 5656 379 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 5652 374 TypeScript 51 A self-organizing file system with llama 3 2025-08-08T02:27:02Z
73 YuE 5548 639 Python 73 YuE: Open Full-song Music Generation Foundation Model, something similar to Suno.ai but open 2025-06-04T13:08:48Z
74 nexa-sdk 5123 685 Go 12 Run the latest LLMs and VLMs across GPU, NPU, and CPU with bindings for Python, Android Java, and iOS Swift, getting up and running quickly with OpenAI gpt-oss, Gemma 3, Qwen3, and more. 2025-09-30T09:23:01Z
75 llm-answer-engine 4923 769 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 4868 490 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 4766 761 HTML 11 Real-time webcam demo with SmolVLM and llama.cpp server 2025-05-12T17:24:39Z
78 h2o-llmstudio 4650 494 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 4377 424 TypeScript 58 Open Source Application for Advanced LLM + Diffusion Engineering: interact, train, fine-tune, and evaluate large language models on your own computer. 2025-09-30T19:49:11Z
80 GPT-4-LLM 4332 306 HTML 13 Instruction Tuning with GPT-4 2023-06-11T13:40:30Z
81 paperless-ai 4288 185 JavaScript 13 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. 2025-09-26T20:17:54Z
82 llama-stack-apps 4276 633 None 20 Agentic components of the Llama Stack APIs 2025-08-05T14:49:58Z
83 g1 4223 378 Python 0 g1: Using Llama-3.1 70b on Groq to create o1-like reasoning chains 2025-09-11T16:29:17Z
84 llama3-Chinese-chat 4166 337 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
85 llama-dl 4160 411 Shell 9 High-speed download of LLaMA, Facebook’s 65B parameter GPT model 2023-06-28T16:56:55Z
86 llama_cloud_services 4158 455 TypeScript 288 Knowledge Agents and Management in the Cloud 2025-09-24T21:52:15Z
87 obsidian-smart-connections 4153 247 JavaScript 406 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 2025-09-30T21:07:37Z
88 Chinese-Vicuna 4148 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
89 MedicalGPT 4104 602 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
90 casibase 4071 488 Go 44 ⚡️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 2025-10-01T02:36:04Z
91 PurpleLlama 3807 643 Python 15 Set of tools to assess and improve LLM security. 2025-09-25T06:27:36Z
92 tiny-universe 3805 387 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 3788 381 Python 444 Simple, scalable AI model deployment on GPU clusters 2025-09-28T04:09:54Z
94 langroid 3716 352 Python 50 Harness LLMs with Multi-Agent Programming 2025-09-30T01:50:47Z
95 zero_nlp 3655 435 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
96 LightLLM 3629 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. 2025-09-30T09:59:00Z
97 sdk-python 3581 406 Python 191 A model-driven approach to building AI agents in just a few lines of code. 2025-09-29T14:25:10Z
98 llms-from-scratch-cn 3577 495 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
99 higgsfield 3484 576 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
100 llama-hub 3480 728 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