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 150135 12807 Go 1730 Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models. 2025-08-13T22:43:33Z
2 llama.cpp 84803 12694 C++ 320 LLM inference in C/C++ 2025-08-13T20:46:24Z
3 llama 58622 9794 Python 442 Inference code for Llama models 2025-01-26T21:42:26Z
4 LLaMA-Factory 56146 6887 Python 561 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-08-13T15:05:21Z
5 vllm 55153 9358 Python 1799 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-08-14T03:34:42Z
6 unsloth 43969 3553 Python 710 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, Qwen3, Llama 4, DeepSeek-R1, Gemma 3, TTS 2x faster with 70% less VRAM. 2025-08-13T14:51:57Z
7 llama_index 43681 6281 Python 229 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-08-13T22:55:26Z
8 quivr 38276 3672 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 36640 3391 Python 984 aider is AI pair programming in your terminal 2025-08-13T17:30:01Z
10 Langchain-Chatchat 35876 5995 TypeScript 109 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 34609 2697 Go 399 :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 2025-08-13T21:08:22Z
12 khoj 30713 1768 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. 2025-08-12T05:29:35Z
13 llama3 28908 3443 Python 174 The official Meta Llama 3 GitHub site 2025-01-26T21:39:06Z
14 LLaVA 23294 2580 Python 1082 [NeurIPS’23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond. 2024-08-12T09:52:38Z
15 llamafile 22958 1205 C++ 158 Distribute and run LLMs with a single file. 2025-06-30T19:03:06Z
16 fish-speech 22670 1859 Python 28 SOTA Open Source TTS 2025-07-23T00:30:04Z
17 Awesome-Chinese-LLM 20921 2000 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 alpaca-lora 18951 2223 Jupyter Notebook 333 Instruct-tune LLaMA on consumer hardware 2024-07-29T13:37:49Z
19 Chinese-LLaMA-Alpaca 18907 1883 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
20 llama2.c 18634 2318 C 124 Inference Llama 2 in one file of pure C 2024-08-06T09:44:40Z
21 repomix 18522 807 TypeScript 100 📦 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. 2025-08-13T14:06:12Z
22 llama-cookbook 17743 2586 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 2025-08-13T20:40:11Z
23 sglang 16884 2610 Python 542 SGLang is a fast serving framework for large language models and vision language models. 2025-08-14T03:37:45Z
24 mastra 15766 1006 TypeScript 208 The TypeScript AI agent framework. ⚡ Assistants, RAG, observability. Supports any LLM: GPT-4, Claude, Gemini, Llama. 2025-08-14T03:45:54Z
25 ChuanhuChatGPT 15399 2275 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. 2025-08-08T14:38:20Z
26 llama3-from-scratch 15095 1285 Jupyter Notebook 13 llama3 implementation one matrix multiplication at a time 2024-05-23T14:34:05Z
27 Llama-Chinese 14672 1309 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 13066 1384 CSS 293 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
29 PaddleNLP 12727 3063 Python 144 Easy-to-use and powerful LLM and SLM library with awesome model zoo. 2025-08-13T13:08:07Z
30 h2ogpt 11893 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/ 2025-05-25T19:02:29Z
31 OpenLLM 11682 759 Python 3 Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud. 2025-08-11T16:56:07Z
32 ludwig 11561 1219 Python 42 Low-code framework for building custom LLMs, neural networks, and other AI models 2025-08-11T21:31:25Z
33 AstrBot 11337 805 Python 308 ✨ 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 2025-08-14T03:56:50Z
34 shell_gpt 11231 904 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 10995 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 petals 9756 569 Python 92 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading 2024-09-07T11:54:28Z
37 tensorzero 9531 632 Rust 254 TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation. 2025-08-14T03:42:35Z
38 llama-cpp-python 9461 1193 Python 561 Python bindings for llama.cpp 2025-08-07T15:21:11Z
39 bisheng 9352 1525 TypeScript 133 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. 2025-08-14T03:18:45Z
40 ms-swift 9285 813 Python 737 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, Qwen2-Audio, Ovis2, InternVL3, Llava, GLM4v, Phi4, …) (AAAI 2025). 2025-08-13T15:10:19Z
41 TinyLlama 8698 563 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
42 langchain4j 8680 1597 Java 474 Java version of LangChain 2025-08-14T00:31:32Z
43 oumi 8392 636 Python 28 Easily fine-tune, evaluate and deploy gpt-oss, Qwen3, DeepSeek-R1, or any open source LLM / VLM! 2025-08-14T00:28:07Z
44 inference 8380 725 Python 145 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. 2025-08-13T04:14:20Z
45 PowerInfer 8304 441 C++ 118 High-speed Large Language Model Serving for Local Deployment 2025-08-02T03:36:13Z
46 BELLE 8219 769 HTML 105 BELLE: Be Everyone’s Large Language model Engine(开源中文对话大模型) 2024-10-16T11:38:59Z
47 ipex-llm 8216 1369 Python 1210 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. 2025-08-14T02:15:48Z
48 reor 8176 497 JavaScript 110 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
49 llama-stack 7974 1132 Python 171 Composable building blocks to build Llama Apps 2025-08-14T01:38:34Z
50 promptfoo 7973 654 TypeScript 185 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. 2025-08-13T21:12:07Z
51 GPTCache 7681 550 Python 72 Semantic cache for LLMs. Fully integrated with LangChain and llama_index. 2025-07-11T09:04:36Z
52 open_llama 7519 403 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 7201 1235 Python 124 Utilities intended for use with Llama models. 2025-07-15T21:34:35Z
54 Chinese-LLaMA-Alpaca-2 7177 570 Python 3 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 6857 596 Python 468 LMDeploy is a toolkit for compressing, deploying, and serving LLMs. 2025-08-13T12:35:54Z
56 k8sgpt 6856 853 Go 82 Giving Kubernetes Superpowers to everyone 2025-08-14T03:00:23Z
57 Firefly 6521 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
58 llamacoder 6382 1528 TypeScript 45 Open source Claude Artifacts – built with Llama 3.1 405B 2025-07-25T03:30:07Z
59 mergekit 6180 599 Python 226 Tools for merging pretrained large language models. 2025-07-29T20:22:57Z
60 lit-llama 6085 521 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
61 LaWGPT 5998 555 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
62 llm-scraper 5946 351 TypeScript 6 Turn any webpage into structured data using LLMs 2025-05-18T11:11:18Z
63 awesome-LLM-resources 5907 574 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. 2025-08-10T04:27:38Z
64 airllm 5902 459 Jupyter Notebook 111 AirLLM 70B inference with single 4GB GPU 2025-05-06T13:11:40Z
65 LLaMA-Adapter 5890 382 Python 107 [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters 2024-03-14T08:12:53Z
66 serge 5743 400 Svelte 19 A web interface for chatting with Alpaca through llama.cpp. Fully dockerized, with an easy to use API. 2025-08-12T17:02:44Z
67 Baichuan-7B 5686 503 Python 85 A large-scale 7B pretraining language model developed by BaiChuan-Inc. 2024-07-18T14:23:01Z
68 ART 5588 350 Python 22 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! 2025-08-13T23:57:36Z
69 enchanted 5546 366 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 5514 382 Python 68 Efficient Triton Kernels for LLM Training 2025-08-12T20:57:58Z
71 YuE 5375 613 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 5358 359 TypeScript 51 A self-organizing file system with llama 3 2025-08-08T02:27:02Z
73 llm-answer-engine 4916 766 TypeScript 25 Build a Perplexity-Inspired Answer Engine Using Next.js, Groq, Llama-3, Langchain, OpenAI, Upstash, Brave & Serper 2025-06-27T03:35:14Z
74 Huatuo-Llama-Med-Chinese 4843 486 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
75 free-llm-api-resources 4686 402 Python 5 A list of free LLM inference resources accessible via API. 2025-08-14T01:40:04Z
76 h2o-llmstudio 4369 451 Python 39 H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/ 2025-08-13T12:37:48Z
77 GPT-4-LLM 4323 305 HTML 13 Instruction Tuning with GPT-4 2023-06-11T13:40:30Z
78 llama-stack-apps 4270 635 None 20 Agentic components of the Llama Stack APIs 2025-08-05T14:49:58Z
79 g1 4225 380 Python 1 g1: Using Llama-3.1 70b on Groq to create o1-like reasoning chains 2025-01-27T18:36:13Z
80 llama-dl 4159 414 Shell 9 High-speed download of LLaMA, Facebook’s 65B parameter GPT model 2023-06-28T16:56:55Z
81 llama3-Chinese-chat 4158 339 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
82 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
83 llama_cloud_services 4103 442 TypeScript 270 Knowledge Agents and Management in the Cloud 2025-08-13T21:45:31Z
84 smolvlm-realtime-webcam 4082 582 HTML 11 Real-time webcam demo with SmolVLM and llama.cpp server 2025-05-12T17:24:39Z
85 MedicalGPT 4038 596 Python 49 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。 2025-07-09T11:39:44Z
86 paperless-ai 4031 169 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. 2025-08-12T19:48:47Z
87 obsidian-smart-connections 3996 239 JavaScript 400 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 2025-08-14T00:33:01Z
88 casibase 3952 471 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 2025-08-12T17:48:16Z
89 transformerlab-app 3775 330 TypeScript 67 Open Source Application for Advanced LLM + Diffusion Engineering: interact, train, fine-tune, and evaluate large language models on your own computer. 2025-08-13T21:15:25Z
90 PurpleLlama 3676 608 Python 14 Set of tools to assess and improve LLM security. 2025-08-13T19:00:15Z
91 zero_nlp 3608 427 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
92 langroid 3606 341 Python 49 Harness LLMs with Multi-Agent Programming 2025-07-20T17:29:23Z
93 tiny-universe 3507 351 Jupyter Notebook 9 《大模型白盒子构建指南》:一个全手搓的Tiny-Universe 2025-08-12T12:28:04Z
94 LightLLM 3501 272 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. 2025-08-14T03:29:45Z
95 llama-hub 3477 729 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
96 higgsfield 3454 571 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
97 llms-from-scratch-cn 3426 476 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
98 lorax 3358 258 Python 147 Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs 2025-05-21T17:40:25Z
99 LLamaSharp 3316 460 C# 24 A C#/.NET library to run LLM (🦙LLaMA/LLaVA) on your local device efficiently. 2025-08-06T22:41:03Z
100 gpustack 3314 338 Python 466 Simple, scalable AI model deployment on GPU clusters 2025-08-14T01:08:49Z