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 175898 16930 Go 2313 Get up and running with Kimi-K2.6, GLM-5.1, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models. 2026-07-10T00:42:15Z
2 llama.cpp 119970 20433 C++ 671 LLM inference in C/C++ 2026-07-11T05:19:33Z
3 vllm 85945 19256 Python 1961 A high-throughput and memory-efficient inference and serving engine for LLMs 2026-07-11T05:20:27Z
4 LlamaFactory 73153 8936 Python 977 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2026-07-10T13:15:44Z
5 unsloth 68011 6123 Python 796 Unsloth Studio is a web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss locally. 2026-07-11T05:39:20Z
6 llama 59507 9797 Python 466 Inference code for Llama models 2025-01-26T21:42:26Z
7 llama_index 50780 7729 Python 192 LlamaIndex is the leading document agent and OCR platform 2026-07-11T01:31:58Z
8 LocalAI 47472 4221 Go 134 LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required. 2026-07-11T00:28:26Z
9 aider 47266 4721 Python 1302 aider is AI pair programming in your terminal 2026-05-22T14:02:20Z
10 quivr 39198 3723 Python 9 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
11 Langchain-Chatchat 38281 6220 Python 6 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 2025-11-10T09:27:42Z
12 AstrBot 36180 2514 Python 1002 AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨ 2026-07-09T07:48:52Z
13 khoj 35634 2299 Python 96 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. 2026-06-24T21:17:20Z
14 fish-speech 31220 2678 Python 7 SOTA Open Source TTS 2026-06-09T10:04:07Z
15 sglang 30166 7078 Python 692 SGLang is a high-performance serving framework for large language models and multimodal models. 2026-07-11T05:38:01Z
16 llama3 29277 3533 Python 178 The official Meta Llama 3 GitHub site 2025-01-26T21:39:06Z
17 repomix 27055 1430 TypeScript 139 📦 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. 2026-07-11T00:40:07Z
18 free-llm-api-resources 26753 2779 Python 24 A list of free LLM inference resources accessible via API. 2026-07-10T00:41:42Z
19 llamafile 25357 1582 C++ 190 Distribute and run LLMs with a single file. 2026-07-02T19:12:36Z
20 LLaVA 24927 2775 Python 1098 [NeurIPS’23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond. 2024-08-12T09:52:38Z
21 Awesome-Chinese-LLM 22670 2135 None 10 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。 2026-05-10T05:03:06Z
22 airllm 22393 2581 Jupyter Notebook 86 AirLLM 70B inference with single 4GB GPU 2026-07-10T09:34:32Z
23 llama2.c 19715 2573 C 127 Inference Llama 2 in one file of pure C 2024-08-06T09:44:40Z
24 Chinese-LLaMA-Alpaca 18943 1850 Python 1 中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs) 2026-04-19T00:58:05Z
25 alpaca-lora 18912 2185 Jupyter Notebook 333 Instruct-tune LLaMA on consumer hardware 2024-07-29T13:37:49Z
26 llama-cookbook 18400 2749 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 2026-05-19T18:42:31Z
27 ChuanhuChatGPT 15303 2217 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. 2026-04-30T13:54:58Z
28 llama3-from-scratch 15223 1282 Jupyter Notebook 16 llama3 implementation one matrix multiplication at a time 2024-05-23T14:34:05Z
29 ms-swift 14777 1526 Python 615 Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.6, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, …) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM4.5v, Gemma4, Llava, Phi4, …) (AAAI 2025). 2026-07-10T07:52:05Z
30 Llama-Chinese 14737 1299 Python 194 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
31 PaddleNLP 12953 3035 Python 114 Easy-to-use and powerful LLM and SLM library with awesome model zoo. 2026-05-23T02:54:28Z
32 dalai 12914 1331 CSS 292 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
33 langchain4j 12573 2363 Java 588 LangChain4j is an idiomatic, open-source Java library for building LLM-powered applications on the JVM. It offers a unified API over popular LLM providers and vector stores, and makes implementing tool calling (including MCP support), agents and RAG easy. It integrates seamlessly with enterprise Java frameworks like Quarkus and Spring Boot. 2026-07-10T21:04:12Z
34 OpenLLM 12388 822 Python 6 Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud. 2026-06-29T16:55:17Z
35 shell_gpt 12177 977 Python 85 A command-line productivity tool powered by AI large language models like GPT-5, will help you accomplish your tasks faster and more efficiently. 2026-07-02T06:03:01Z
36 h2ogpt 11974 1304 Python 292 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
37 ludwig 11733 1218 Python 0 Low-code framework for building custom LLMs, neural networks, and other AI models 2026-07-04T18:54:43Z
38 tensorzero 11690 949 Rust 0 TensorZero is an open-source LLMOps platform that unifies an LLM gateway, observability, evaluation, optimization, and experimentation. 2026-06-11T01:48:44Z
39 bisheng 11508 1882 TypeScript 107 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. 2026-07-11T05:20:17Z
40 llama-gpt 10942 706 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
41 llama-cpp-python 10472 1428 Python 596 Python bindings for llama.cpp 2026-07-06T02:03:32Z
42 ART 10385 942 Python 62 Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen3.6, GPT-OSS, Llama, and more! 2026-07-11T01:54:17Z
43 petals 10271 622 Python 92 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading 2024-09-07T11:54:28Z
44 PowerInfer 9631 586 C++ 123 High-speed Large Language Model Serving for Local Deployment 2026-05-11T06:48:06Z
45 inference 9421 846 Python 16 Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop — all through one unified, production-ready inference API. 2026-07-10T16:18:44Z
46 oumi 9338 783 Python 0 Easily fine-tune, evaluate and deploy Gemma 4, Qwen3.5, Qwen3.6, gpt-oss, DeepSeek-R1, or any open source LLM / VLM! 2026-07-11T03:13:51Z
47 TinyLlama 9009 625 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
48 ipex-llm 8863 1428 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. 2026-01-28T17:32:40Z
49 local-deep-research 8692 762 Python 159 ~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, …). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted. 2026-07-11T01:21:39Z
50 awesome-LLM-resources 8667 923 None 0 🧑‍🚀 全世界最好的LLM资料总结(多模态生成、Agent、辅助编程、AI审稿、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. 2026-07-10T03:54:42Z
51 reor 8564 528 JavaScript 113 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
52 BELLE 8273 760 HTML 106 BELLE: Be Everyone’s Large Language model Engine(开源中文对话大模型) 2024-10-16T11:38:59Z
53 GPTCache 8094 583 Python 75 Semantic cache for LLMs. Fully integrated with LangChain and llama_index. 2025-07-11T09:04:36Z
54 k8sgpt 7962 1022 Go 82 Giving Kubernetes Superpowers to everyone 2026-07-10T21:20:27Z
55 lmdeploy 7952 703 Python 528 LMDeploy is a toolkit for compressing, deploying, and serving LLMs. 2026-07-10T11:34:53Z
56 llama-models 7651 1402 Python 183 Utilities intended for use with Llama models. 2026-02-11T16:38:31Z
57 open_llama 7528 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
58 mergekit 7227 762 Python 241 Tools for merging pretrained large language models. 2026-06-17T20:51:27Z
59 Chinese-LLaMA-Alpaca-2 7132 564 Python 1 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) 2026-04-19T00:58:50Z
60 llamacoder 6986 1651 TypeScript 3 Open source Claude Artifacts – built with Llama 3.1 405B 2026-07-10T18:54:14Z
61 llm-scraper 6830 450 TypeScript 3 Turn any webpage into structured data using LLMs 2026-06-15T10:48:52Z
62 Firefly 6645 584 Python 203 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
63 Liger-Kernel 6494 554 Python 94 Efficient Triton Kernels for LLM Training 2026-07-06T15:12:46Z
64 YuE 6320 747 Python 84 YuE: Open Full-song Music Generation Foundation Model, something similar to Suno.ai but open 2025-06-04T13:08:48Z
65 lit-llama 6081 519 Python 100 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
66 LaWGPT 6051 546 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 enchanted 5975 419 Swift 102 Enchanted is iOS and macOS app for chatting with private self hosted language models such as Llama2, Mistral or Vicuna using Ollama. 2026-07-07T19:34:55Z
68 OpenCursor 5922 1008 TypeScript 0 Open-source Cursor-like AI coding agent for VS Code — agentic chat, multi-provider LLMs (OpenAI, Ollama, llama.cpp), semantic search, and MCP support 2026-07-05T20:57:45Z
69 LLaMA-Adapter 5918 382 Python 156 [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters 2024-03-14T08:12:53Z
70 paperless-ai 5809 317 JavaScript 54 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. 2026-07-05T00:37:35Z
71 llama-fs 5775 382 TypeScript 53 A self-organizing file system with llama 3 2025-08-08T02:27:02Z
72 serge 5724 391 Svelte 18 A web interface for chatting with Alpaca through llama.cpp. Fully dockerized, with an easy to use API. 2025-11-21T08:07:36Z
73 Baichuan-7B 5651 501 Python 85 A large-scale 7B pretraining language model developed by BaiChuan-Inc. 2024-07-18T14:23:01Z
74 Operit 5649 457 Kotlin 46 The most powerful AI agent and AI chat software on Android/Operit是一款Android上能力最为强大、发展最久的AI Agent 2026-07-11T04:59:03Z
75 shimmy 5625 542 Rust 11 ⚡ Pure-Rust WebGPU inference engine — OpenAI-API compatible, GGUF native, runs on any GPU. No Python. No llama.cpp. Single binary. 2026-06-30T18:32:56Z
76 MedicalGPT 5604 766 Python 5 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。 2026-06-03T03:39:57Z
77 smolvlm-realtime-webcam 5566 896 HTML 12 Real-time webcam demo with SmolVLM and llama.cpp server 2025-05-12T17:24:39Z
78 gpustack 5300 566 Python 576 A GPU cluster manager for high-performance AI model serving (vLLM, SGLang) and on-demand SSH-accessible GPU instances. 2026-07-10T08:44:05Z
79 transformerlab-app 5111 535 Python 17 The open source research environment for AI researchers to seamlessly train, evaluate, and scale models from local hardware to GPU clusters. 2026-07-10T21:26:29Z
80 h2o-llmstudio 5039 538 Python 38 H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/ 2026-07-10T05:58:17Z
81 Huatuo-Llama-Med-Chinese 4978 499 Python 28 Repo for BenCao [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 2026-07-04T05:56:23Z
82 llama-swap 4958 372 Go 45 Reliable model swapping for any local OpenAI/Anthropic compatible server - llama.cpp, vllm, etc 2026-07-11T05:18:04Z
83 tiny-universe 4954 471 Jupyter Notebook 10 《大模型白盒子构建指南》:一个全手搓的Tiny-Universe 2026-02-12T02:00:08Z
84 lemonade 4863 391 C++ 301 Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk 2026-07-11T05:11:29Z
85 GPT-4-LLM 4333 307 HTML 13 Instruction Tuning with GPT-4 2023-06-11T13:40:30Z
86 llama-stack-apps 4304 639 None 25 Agentic components of the Llama Stack APIs 2025-08-05T14:49:58Z
87 PurpleLlama 4268 747 Python 33 Set of tools to assess and improve LLM security. 2026-07-01T19:06:37Z
88 llms-from-scratch-cn 4252 582 Jupyter Notebook 11 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 2026-03-26T04:32:32Z
89 llama_cloud_services 4250 469 TypeScript 353 Knowledge Agents and Management in the Cloud 2026-05-18T19:09:10Z
90 g1 4178 359 Python 0 g1: Using Llama-3.1 70b on Groq to create o1-like reasoning chains 2025-12-30T22:28:50Z
91 LightLLM 4159 339 Python 86 LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance. 2026-07-11T04:20:33Z
92 llama3-Chinese-chat 4147 332 Python 30 Llama3-中文后训练版 2026-02-21T08:22:18Z
93 llama-dl 4122 397 Shell 9 High-speed download of LLaMA, Facebook’s 65B parameter GPT model 2023-06-28T16:56:55Z
94 Chinese-Vicuna 4120 407 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
95 langroid 4056 381 Python 52 Harness LLMs with Multi-Agent Programming 2026-07-07T14:21:36Z
96 SwanLab 4052 210 Python 57 ⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc. 2026-07-10T10:23:18Z
97 higgsfield 3929 664 Jupyter Notebook 5 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
98 zero_nlp 3829 444 Jupyter Notebook 102 中文nlp解决方案(大模型、数据、模型、训练、推理) 2025-08-05T01:26:45Z
99 lorax 3808 324 Python 148 Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs 2026-05-28T18:12:20Z
100 LLamaSharp 3737 499 C# 19 A C#/.NET library to run LLM (🦙LLaMA/LLaVA) on your local device efficiently. 2026-07-02T13:57:03Z