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 147147 12473 Go 1611 Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 3, Mistral Small 3.1 and other large language models. 2025-07-21T18:25:32Z
2 llama.cpp 83292 12412 C++ 275 LLM inference in C/C++ 2025-07-22T02:14:33Z
3 llama 58539 9786 Python 439 Inference code for Llama models 2025-01-26T21:42:26Z
4 LLaMA-Factory 54690 6714 Python 510 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-07-21T06:15:36Z
5 vllm 52827 8835 Python 1822 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-07-21T20:47:47Z
6 llama_index 43248 6211 Python 220 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-07-21T22:29:35Z
7 unsloth 42403 3392 Python 666 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train Qwen3, Llama 4, DeepSeek-R1, Gemma 3, TTS 2x faster with 70% less VRAM. 2025-07-21T12:35:35Z
8 quivr 38159 3654 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 35806 3285 Python 953 aider is AI pair programming in your terminal 2025-07-18T11:05:54Z
10 Langchain-Chatchat 35656 5965 TypeScript 130 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 34008 2647 Go 423 :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 2025-07-21T21:37:31Z
12 khoj 30581 1747 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. 2025-07-20T02:32:45Z
13 llama3 28855 3422 Python 174 The official Meta Llama 3 GitHub site 2025-01-26T21:39:06Z
14 LLaVA 23097 2552 Python 1082 [NeurIPS’23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond. 2024-08-12T09:52:38Z
15 llamafile 22817 1199 C++ 155 Distribute and run LLMs with a single file. 2025-06-30T19:03:06Z
16 fish-speech 22438 1835 Python 33 SOTA Open Source TTS 2025-07-02T10:11:05Z
17 Awesome-Chinese-LLM 20701 1986 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 18933 2226 Jupyter Notebook 333 Instruct-tune LLaMA on consumer hardware 2024-07-29T13:37:49Z
19 Chinese-LLaMA-Alpaca 18887 1887 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 18574 2302 C 124 Inference Llama 2 in one file of pure C 2024-08-06T09:44:40Z
21 repomix 18008 778 TypeScript 96 📦 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. 2025-07-21T16:11:21Z
22 llama-cookbook 17654 2555 Jupyter Notebook 20 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 2025-07-22T01:27:18Z
23 sglang 16191 2408 Python 517 SGLang is a fast serving framework for large language models and vision language models. 2025-07-22T03:18:34Z
24 ChuanhuChatGPT 15400 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. 2025-03-13T09:36:38Z
25 mastra 15170 937 TypeScript 178 The TypeScript AI agent framework. ⚡ Assistants, RAG, observability. Supports any LLM: GPT-4, Claude, Gemini, Llama. 2025-07-22T03:55:35Z
26 llama3-from-scratch 15051 1278 Jupyter Notebook 13 llama3 implementation one matrix multiplication at a time 2024-05-23T14:34:05Z
27 Llama-Chinese 14647 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 13069 1388 CSS 293 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
29 PaddleNLP 12693 3060 Python 142 Easy-to-use and powerful LLM and SLM library with awesome model zoo. 2025-07-21T11:47:13Z
30 h2ogpt 11877 1296 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 11590 752 Python 3 Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud. 2025-07-21T16:51:05Z
32 ludwig 11531 1219 Python 42 Low-code framework for building custom LLMs, neural networks, and other AI models 2025-06-23T20:14:15Z
33 shell_gpt 11147 897 Python 88 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
34 llama-gpt 10992 710 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
35 AstrBot 10703 746 Python 245 ✨ 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、微信、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 2025-07-21T10:28:43Z
36 petals 9729 566 Python 92 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading 2024-09-07T11:54:28Z
37 llama-cpp-python 9359 1172 Python 557 Python bindings for llama.cpp 2025-07-18T18:00:29Z
38 bisheng 9142 1493 TypeScript 124 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. 2025-07-22T03:30:26Z
39 ms-swift 8794 756 Python 740 Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 500+ LLMs (Qwen3, Qwen3-MoE, Llama4, InternLM3, DeepSeek-R1, …) and 200+ MLLMs (Qwen2.5-VL, Qwen2.5-Omni, Qwen2-Audio, Ovis2, InternVL3, Llava, GLM4v, Phi4, …) (AAAI 2025). 2025-07-22T02:40:46Z
40 tensorzero 8666 557 Rust 240 TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation. 2025-07-22T00:23:29Z
41 TinyLlama 8650 551 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 8426 1545 Java 454 Java version of LangChain 2025-07-21T20:04:58Z
43 oumi 8330 626 Python 31 Easily fine-tune, evaluate and deploy Qwen3, DeepSeek-R1, Llama 4 or any open source LLM / VLM! 2025-07-22T03:43:43Z
44 inference 8259 706 Python 136 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. 2025-07-21T09:00:05Z
45 PowerInfer 8237 433 C++ 115 High-speed Large Language Model Serving for Local Deployment 2025-02-19T08:15:55Z
46 BELLE 8198 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 reor 8134 494 JavaScript 109 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
48 ipex-llm 8132 1361 Python 1194 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. 2025-07-21T08:20:20Z
49 llama-stack 7918 1106 Python 153 Composable building blocks to build Llama Apps 2025-07-22T02:53:33Z
50 GPTCache 7643 544 Python 72 Semantic cache for LLMs. Fully integrated with LangChain and llama_index. 2025-07-11T09:04:36Z
51 promptfoo 7636 616 TypeScript 179 Test your prompts, agents, and RAGs. 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. 2025-07-22T01:14:12Z
52 open_llama 7511 402 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 Chinese-LLaMA-Alpaca-2 7169 572 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
54 llama-models 7155 1217 Python 118 Utilities intended for use with Llama models. 2025-07-15T21:34:35Z
55 k8sgpt 6784 841 Go 79 Giving Kubernetes Superpowers to everyone 2025-07-22T02:11:17Z
56 lmdeploy 6742 578 Python 458 LMDeploy is a toolkit for compressing, deploying, and serving LLMs. 2025-07-21T09:57:43Z
57 Firefly 6491 583 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 6290 1490 TypeScript 45 Open source Claude Artifacts – built with Llama 3.1 405B 2025-07-15T17:39:40Z
59 lit-llama 6080 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
60 mergekit 6069 581 Python 222 Tools for merging pretrained large language models. 2025-07-16T21:43:01Z
61 LaWGPT 5993 554 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 LLaMA-Adapter 5886 381 Python 107 [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters 2024-03-14T08:12:53Z
63 airllm 5853 461 Jupyter Notebook 112 AirLLM 70B inference with single 4GB GPU 2025-05-06T13:11:40Z
64 llm-scraper 5746 334 TypeScript 6 Turn any webpage into structured data using LLMs 2025-05-18T11:11:18Z
65 awesome-LLM-resources 5743 557 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. 2025-07-20T02:32:56Z
66 serge 5738 400 Svelte 18 A web interface for chatting with Alpaca through llama.cpp. Fully dockerized, with an easy to use API. 2025-07-18T08:56:45Z
67 Baichuan-7B 5686 504 Python 85 A large-scale 7B pretraining language model developed by BaiChuan-Inc. 2024-07-18T14:23:01Z
68 enchanted 5481 360 Swift 96 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
69 Liger-Kernel 5392 371 Python 67 Efficient Triton Kernels for LLM Training 2025-07-21T10:00:50Z
70 llama-fs 5312 356 TypeScript 51 A self-organizing file system with llama 3 2025-02-18T01:58:14Z
71 YuE 5228 596 Python 70 YuE: Open Full-song Music Generation Foundation Model, something similar to Suno.ai but open 2025-06-04T13:08:48Z
72 llm-answer-engine 4900 765 TypeScript 25 Build a Perplexity-Inspired Answer Engine Using Next.js, Groq, Llama-3, Langchain, OpenAI, Upstash, Brave & Serper 2025-06-27T03:35:14Z
73 Huatuo-Llama-Med-Chinese 4829 485 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
74 h2o-llmstudio 4353 445 Python 37 H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/ 2025-07-15T06:23:04Z
75 GPT-4-LLM 4316 305 HTML 13 Instruction Tuning with GPT-4 2023-06-11T13:40:30Z
76 llama-stack-apps 4267 631 None 20 Agentic components of the Llama Stack APIs 2025-04-30T18:01:33Z
77 free-llm-api-resources 4243 374 Python 5 A list of free LLM inference resources accessible via API. 2025-07-22T01:44:42Z
78 g1 4227 379 Python 1 g1: Using Llama-3.1 70b on Groq to create o1-like reasoning chains 2025-01-27T18:36:13Z
79 llama-dl 4163 414 Shell 9 High-speed download of LLaMA, Facebook’s 65B parameter GPT model 2023-06-28T16:56:55Z
80 llama3-Chinese-chat 4155 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
81 Chinese-Vicuna 4153 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
82 llama_cloud_services 4065 434 Python 258 Knowledge Agents and Management in the Cloud 2025-07-21T22:49:44Z
83 smolvlm-realtime-webcam 4047 577 HTML 11 Real-time webcam demo with SmolVLM and llama.cpp server 2025-05-12T17:24:39Z
84 MedicalGPT 4003 585 Python 46 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
85 obsidian-smart-connections 3912 230 JavaScript 385 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 2025-07-21T16:02:41Z
86 casibase 3866 456 Go 41 ⚡️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 2025-07-21T16:46:29Z
87 paperless-ai 3862 151 JavaScript 11 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. 2025-07-17T20:37:04Z
88 transformerlab-app 3643 317 TypeScript 54 Open Source Application for Advanced LLM + Diffusion Engineering: interact, train, fine-tune, and evaluate large language models on your own computer. 2025-07-21T20:33:52Z
89 PurpleLlama 3615 599 Python 12 Set of tools to assess and improve LLM security. 2025-07-03T12:34:14Z
90 zero_nlp 3557 421 Jupyter Notebook 100 中文nlp解决方案(大模型、数据、模型、训练、推理) 2025-07-20T23:59:47Z
91 langroid 3491 333 Python 47 Harness LLMs with Multi-Agent Programming 2025-07-20T17:29:23Z
92 llama-hub 3476 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
93 higgsfield 3419 571 Jupyter Notebook 1 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
94 LightLLM 3396 269 Python 78 LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance. 2025-07-22T03:32:35Z
95 tiny-universe 3356 334 Jupyter Notebook 9 《大模型白盒子构建指南》:一个全手搓的Tiny-Universe 2025-04-30T06:22:05Z
96 llms-from-scratch-cn 3352 463 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 lorax 3325 249 Python 147 Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs 2025-05-21T17:40:25Z
98 ART 3320 198 Python 16 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, Kimi, and more! 2025-07-22T01:42:48Z
99 LLamaSharp 3285 453 C# 26 A C#/.NET library to run LLM (🦙LLaMA/LLaVA) on your local device efficiently. 2025-07-21T14:12:48Z
100 LangChain-ChatGLM-Webui 3273 494 Python 45 基于LangChain和ChatGLM-6B等系列LLM的针对本地知识库的自动问答 2024-04-15T15:03:05Z