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 172903 16397 Go 2358 Get up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models. 2026-06-02T00:28:12Z
2 llama.cpp 114231 19047 C++ 678 LLM inference in C/C++ 2026-06-02T07:54:49Z
3 vllm 81656 17544 Python 1985 A high-throughput and memory-efficient inference and serving engine for LLMs 2026-06-02T08:00:48Z
4 LlamaFactory 71791 8774 Python 963 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2026-06-01T13:04:53Z
5 unsloth 65557 5862 Python 1121 Unsloth Studio is a web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss locally. 2026-06-02T07:54:28Z
6 llama 59437 9782 Python 464 Inference code for Llama models 2025-01-26T21:42:26Z
7 llama_index 49847 7500 Python 178 LlamaIndex is the leading document agent and OCR platform 2026-05-29T21:52:59Z
8 LocalAI 46617 4128 Go 150 LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required. 2026-06-02T07:06:36Z
9 aider 45667 4528 Python 1250 aider is AI pair programming in your terminal 2026-05-22T14:02:20Z
10 quivr 39173 3738 Python 5 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 38121 6211 Python 11 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 khoj 34797 2214 Python 81 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. 2026-03-26T03:35:43Z
13 AstrBot 33644 2302 Python 954 AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨ 2026-06-02T04:52:56Z
14 fish-speech 30634 2604 Python 11 SOTA Open Source TTS 2026-06-01T19:25:29Z
15 llama3 29287 3524 Python 178 The official Meta Llama 3 GitHub site 2025-01-26T21:39:06Z
16 sglang 28886 6274 Python 668 SGLang is a high-performance serving framework for large language models and multimodal models. 2026-06-02T08:02:13Z
17 repomix 25860 1337 TypeScript 131 📦 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. 2026-06-02T03:59:07Z
18 LLaVA 24848 2768 Python 1098 [NeurIPS’23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond. 2024-08-12T09:52:38Z
19 llamafile 24612 1367 C++ 191 Distribute and run LLMs with a single file. 2026-06-01T00:43:54Z
20 free-llm-api-resources 22688 2328 Python 17 A list of free LLM inference resources accessible via API. 2026-06-01T00:56:46Z
21 Awesome-Chinese-LLM 22589 2130 None 8 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 llama2.c 19578 2558 C 126 Inference Llama 2 in one file of pure C 2024-08-06T09:44:40Z
23 Chinese-LLaMA-Alpaca 18947 1852 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
24 alpaca-lora 18920 2185 Jupyter Notebook 333 Instruct-tune LLaMA on consumer hardware 2024-07-29T13:37:49Z
25 airllm 18479 2019 Jupyter Notebook 138 AirLLM 70B inference with single 4GB GPU 2026-03-10T11:42:34Z
26 llama-cookbook 18342 2733 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 15321 2235 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 15233 1284 Jupyter Notebook 16 llama3 implementation one matrix multiplication at a time 2024-05-23T14:34:05Z
29 Llama-Chinese 14711 1298 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
30 ms-swift 14370 1450 Python 975 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). 2026-06-02T07:40:33Z
31 PaddleNLP 12945 3040 Python 112 Easy-to-use and powerful LLM and SLM library with awesome model zoo. 2026-05-23T02:54:28Z
32 dalai 12928 1338 CSS 291 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
33 OpenLLM 12347 811 Python 4 Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud. 2026-06-02T02:52:19Z
34 langchain4j 12178 2275 Java 595 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. 2026-06-02T07:38:15Z
35 shell_gpt 12099 964 Python 86 A command-line productivity tool powered by AI large language models like GPT-5, will help you accomplish your tasks faster and more efficiently. 2026-05-06T04:29:55Z
36 h2ogpt 11985 1310 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 11707 1220 Python 1 Low-code framework for building custom LLMs, neural networks, and other AI models 2026-06-01T21:50:38Z
38 tensorzero 11426 833 Rust 335 TensorZero is an open-source LLMOps platform that unifies an LLM gateway, observability, evaluation, optimization, and experimentation. 2026-05-29T14:09:58Z
39 bisheng 11422 1870 TypeScript 104 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. 2026-06-02T07:52:51Z
40 llama-gpt 10955 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
41 llama-cpp-python 10362 1413 Python 598 Python bindings for llama.cpp 2026-06-02T06:26:28Z
42 petals 10167 609 Python 92 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading 2024-09-07T11:54:28Z
43 ART 9881 877 Python 69 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! 2026-06-02T01:18:22Z
44 PowerInfer 9521 579 C++ 123 High-speed Large Language Model Serving for Local Deployment 2026-05-11T06:48:06Z
45 inference 9325 827 Python 33 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. 2026-06-01T11:28:50Z
46 oumi 9248 767 Python 0 Easily fine-tune, evaluate and deploy Gemma 4, Qwen3.5, Qwen3.6, gpt-oss, DeepSeek-R1, or any open source LLM / VLM! 2026-06-02T06:25:13Z
47 TinyLlama 8975 620 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 8817 1426 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 reor 8563 524 JavaScript 113 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
50 awesome-LLM-resources 8468 885 None 1 🧑‍🚀 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. 2026-05-29T08:01:51Z
51 local-deep-research 8283 710 Python 103 ~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. 2026-06-02T06:05:47Z
52 BELLE 8276 764 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 nexa-sdk 8078 1001 Kotlin 48 Run frontier LLMs and VLMs with day-0 model support across GPU, NPU, and CPU, with comprehensive runtime coverage for PC (Python/C++), mobile (Android & iOS), and Linux/IoT (Arm64 & x86 Docker). Supporting OpenAI GPT-OSS, IBM Granite-4, Qwen-3-VL, Gemma-3n, Ministral-3, and more. 2026-04-14T19:01:05Z
54 GPTCache 8049 581 Python 74 Semantic cache for LLMs. Fully integrated with LangChain and llama_index. 2025-07-11T09:04:36Z
55 lmdeploy 7878 701 Python 527 LMDeploy is a toolkit for compressing, deploying, and serving LLMs. 2026-06-02T07:51:27Z
56 k8sgpt 7833 1003 Go 85 Giving Kubernetes Superpowers to everyone 2026-05-31T13:49:43Z
57 llama-models 7616 1376 Python 177 Utilities intended for use with Llama models. 2026-02-11T16:38:31Z
58 open_llama 7526 406 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
59 Chinese-LLaMA-Alpaca-2 7141 565 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 mergekit 7108 721 Python 239 Tools for merging pretrained large language models. 2026-05-06T05:15:16Z
61 llamacoder 6946 1644 TypeScript 2 Open source Claude Artifacts – built with Llama 3.1 405B 2026-05-08T13:10:58Z
62 llm-scraper 6766 448 TypeScript 3 Turn any webpage into structured data using LLMs 2026-06-01T23:53:21Z
63 Firefly 6638 586 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
64 Liger-Kernel 6402 535 Python 95 Efficient Triton Kernels for LLM Training 2026-06-01T20:03:39Z
65 YuE 6254 740 Python 84 YuE: Open Full-song Music Generation Foundation Model, something similar to Suno.ai but open 2025-06-04T13:08:48Z
66 lit-llama 6079 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
67 LaWGPT 6050 549 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
68 sdk-python 5997 860 Python 467 A model-driven approach to building AI agents in just a few lines of code. 2026-06-02T00:45:06Z
69 enchanted 5954 421 Swift 102 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 LLaMA-Adapter 5920 382 Python 109 [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters 2024-03-14T08:12:53Z
71 llama-fs 5732 378 TypeScript 53 A self-organizing file system with llama 3 2025-08-08T02:27:02Z
72 serge 5725 397 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 paperless-ai 5708 308 JavaScript 52 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. 2026-05-28T19:36:10Z
74 Baichuan-7B 5653 503 Python 85 A large-scale 7B pretraining language model developed by BaiChuan-Inc. 2024-07-18T14:23:01Z
75 smolvlm-realtime-webcam 5555 894 HTML 12 Real-time webcam demo with SmolVLM and llama.cpp server 2025-05-12T17:24:39Z
76 MedicalGPT 5460 756 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。 2026-04-28T13:48:23Z
77 shimmy 5309 501 Rust 10 ⚡ Python-free Rust inference server — OpenAI-API compatible. GGUF + SafeTensors, hot model swap, auto-discovery, single binary. FREE now, FREE forever. 2026-06-01T19:09:30Z
78 transformerlab-app 5090 531 Python 16 The open source research environment for AI researchers to seamlessly train, evaluate, and scale models from local hardware to GPU clusters. 2026-06-01T21:05:31Z
79 gpustack 5087 539 Python 546 A GPU cluster manager that configures and orchestrates inference engines like vLLM and SGLang for high-performance AI model deployment. 2026-06-02T07:36:21Z
80 obsidian-smart-connections 5080 317 JavaScript 474 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 2026-05-30T13:13:42Z
81 h2o-llmstudio 4972 530 Python 43 H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/ 2026-06-02T07:57:12Z
82 Huatuo-Llama-Med-Chinese 4969 499 Python 29 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 2026-04-14T11:24:08Z
83 Operit 4955 404 Kotlin 94 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 2026-05-31T14:40:08Z
84 tiny-universe 4889 465 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
85 llama-swap 4358 339 Go 51 Reliable model swapping for any local OpenAI/Anthropic compatible server - llama.cpp, vllm, etc 2026-06-01T07:45:56Z
86 GPT-4-LLM 4335 309 HTML 13 Instruction Tuning with GPT-4 2023-06-11T13:40:30Z
87 llama-stack-apps 4299 640 None 25 Agentic components of the Llama Stack APIs 2025-08-05T14:49:58Z
88 llama_cloud_services 4250 471 TypeScript 352 Knowledge Agents and Management in the Cloud 2026-05-18T19:09:10Z
89 PurpleLlama 4198 733 Python 29 Set of tools to assess and improve LLM security. 2026-05-23T12:33:08Z
90 lemonade 4191 329 C++ 251 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 2026-06-02T04:50:05Z
91 llms-from-scratch-cn 4188 576 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
92 g1 4180 360 Python 0 g1: Using Llama-3.1 70b on Groq to create o1-like reasoning chains 2025-12-30T22:28:50Z
93 llama3-Chinese-chat 4153 335 Python 30 Llama3-中文后训练版 2026-02-21T08:22:18Z
94 llama-dl 4127 399 Shell 9 High-speed download of LLaMA, Facebook’s 65B parameter GPT model 2023-06-28T16:56:55Z
95 Chinese-Vicuna 4123 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
96 LightLLM 4083 332 Python 85 LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance. 2026-06-02T07:27:34Z
97 langroid 4027 375 Python 51 Harness LLMs with Multi-Agent Programming 2026-06-01T18:21:29Z
98 SwanLab 3977 208 Python 53 ⚡️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. 2026-06-01T07:42:18Z
99 zero_nlp 3819 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
100 higgsfield 3802 641 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