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 177376 17212 Go 2357 Get up and running with Kimi-K2.6, GLM-5.2, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models. 2026-07-31T00:23:30Z
2 llama.cpp 122182 21166 C++ 653 LLM inference in C/C++ 2026-07-31T06:20:28Z
3 vllm 87749 20086 Python 2035 A high-throughput and memory-efficient inference and serving engine for LLMs 2026-07-31T06:06:09Z
4 LlamaFactory 73639 9001 Python 988 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2026-07-30T09:30:00Z
5 unsloth 69242 6241 Python 716 Unsloth is a local UI for training and running Kimi K3, Gemma 4, Qwen3.6, DeepSeek, GLM and other models. 2026-07-31T05:50:59Z
6 llama 59528 9800 Python 469 Inference code for Llama models 2025-01-26T21:42:26Z
7 llama_index 51251 7842 Python 210 LlamaIndex is the leading document agent and OCR platform 2026-07-30T21:23:50Z
8 LocalAI 48052 4315 Go 97 LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required. 2026-07-31T04:13:11Z
9 aider 47824 4791 Python 1326 aider is AI pair programming in your terminal 2026-05-22T14:02:20Z
10 quivr 39372 3726 Python 13 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 38486 6256 Python 5 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 38371 2733 Python 1012 AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨ 2026-07-31T05:09:58Z
13 khoj 36130 2330 Python 102 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 31789 2737 Python 4 SOTA Open Source TTS 2026-07-26T08:06:33Z
15 sglang 30989 7535 Python 740 SGLang is a high-performance serving framework for large language models and multimodal models. 2026-07-31T06:15:04Z
16 llama3 29275 3529 Python 178 The official Meta Llama 3 GitHub site 2025-01-26T21:39:06Z
17 free-llm-api-resources 28857 3009 Python 26 A list of free LLM inference resources accessible via API. 2026-07-29T14:43:13Z
18 repomix 27530 1465 TypeScript 102 📦 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. 2026-07-30T16:01:58Z
19 llamafile 25474 1534 C++ 190 Distribute and run LLMs with a single file. 2026-07-30T21:21:20Z
20 LLaVA 24958 2775 Python 1098 [NeurIPS’23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond. 2024-08-12T09:52:38Z
21 airllm 24317 2739 Jupyter Notebook 90 AirLLM 70B inference with single 4GB GPU 2026-07-29T01:08:32Z
22 Awesome-Chinese-LLM 22713 2136 None 11 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
23 llama2.c 19851 2585 C 127 Inference Llama 2 in one file of pure C 2024-08-06T09:44:40Z
24 Chinese-LLaMA-Alpaca 18945 1847 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 18914 2180 Jupyter Notebook 333 Instruct-tune LLaMA on consumer hardware 2024-07-29T13:37:49Z
26 llama-cookbook 18543 2765 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 15298 2216 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 1281 Jupyter Notebook 16 llama3 implementation one matrix multiplication at a time 2024-05-23T14:34:05Z
29 ms-swift 15012 1563 Python 574 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). 2026-07-31T02:08:25Z
30 Llama-Chinese 14745 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
31 PaddleNLP 12965 3035 Python 113 Easy-to-use and powerful LLM and SLM library with awesome model zoo. 2026-05-23T02:54:28Z
32 dalai 12908 1327 CSS 292 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
33 langchain4j 12748 2407 Java 591 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. 2026-07-30T20:32:43Z
34 OpenLLM 12443 828 Python 6 Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud. 2026-07-27T16:55:53Z
35 shell_gpt 12211 978 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 11979 1301 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 bisheng 11803 1922 Python 110 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. 2026-07-31T06:06:28Z
38 ludwig 11746 1218 Python 1 Low-code framework for building custom LLMs, neural networks, and other AI models 2026-07-27T21:05:29Z
39 tensorzero 11729 958 Rust 0 TensorZero is an open-source LLMOps platform that unifies an LLM gateway, observability, evaluation, optimization, and experimentation. 2026-06-11T01:48:44Z
40 llama-gpt 10943 703 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 ART 10553 967 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! 2026-07-30T00:49:57Z
42 llama-cpp-python 10520 1440 Python 599 Python bindings for llama.cpp 2026-07-30T20:03:29Z
43 petals 10461 636 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 9688 588 C++ 124 High-speed Large Language Model Serving for Local Deployment 2026-05-11T06:48:06Z
45 inference 9468 851 Python 12 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. 2026-07-31T04:23:08Z
46 oumi 9367 783 Python 0 Easily fine-tune, evaluate and deploy Qwen, Gemma, or any open weight LLM! 2026-07-31T05:12:55Z
47 TinyLlama 9018 626 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 8866 1429 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 8826 781 Python 176 ~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. 2026-07-30T22:29:35Z
50 awesome-LLM-resources 8778 940 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. 2026-07-26T13:18:55Z
51 reor 8577 530 JavaScript 113 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
52 BELLE 8278 759 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 8118 588 Python 76 Semantic cache for LLMs. Fully integrated with LangChain and llama_index. 2025-07-11T09:04:36Z
54 k8sgpt 8033 1031 Go 82 Giving Kubernetes Superpowers to everyone 2026-07-30T20:16:52Z
55 lmdeploy 7982 718 Python 534 LMDeploy is a toolkit for compressing, deploying, and serving LLMs. 2026-07-31T01:48:56Z
56 llama-models 7664 1410 Python 184 Utilities intended for use with Llama models. 2026-02-11T16:38:31Z
57 open_llama 7533 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
58 mergekit 7268 771 Python 241 Tools for merging pretrained large language models. 2026-06-17T20:51:27Z
59 Chinese-LLaMA-Alpaca-2 7132 562 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 7036 1664 TypeScript 2 Open source Claude Artifacts – built with Llama 3.1 405B 2026-07-28T17:30:15Z
61 llm-scraper 6893 453 TypeScript 3 Turn any webpage into structured data using LLMs 2026-06-15T10:48:52Z
62 Firefly 6649 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 6540 568 Python 100 Efficient Triton Kernels for LLM Training 2026-07-30T23:19:04Z
64 YuE 6353 749 Python 84 YuE: Open Full-song Music Generation Foundation Model, something similar to Suno.ai but open 2025-06-04T13:08:48Z
65 Operit 6323 515 Kotlin 45 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 2026-07-30T19:11:51Z
66 lit-llama 6084 518 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 547 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 enchanted 5979 424 Swift 104 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
69 OpenCursor 5967 1016 TypeScript 1 Open-source Cursor-like AI coding agent for VS Code — agentic chat, multi-provider LLMs (OpenAI, Ollama, llama.cpp), semantic search, and MCP support 2026-07-30T18:54:27Z
70 LLaMA-Adapter 5915 379 Python 198 [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters 2024-03-14T08:12:53Z
71 paperless-ai 5848 319 JavaScript 57 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. 2026-07-21T19:48:42Z
72 llama-fs 5827 386 TypeScript 53 A self-organizing file system with llama 3 2025-08-08T02:27:02Z
73 shimmy 5728 549 Rust 10 ⚡ Pure-Rust WebGPU inference engine — OpenAI-API compatible, GGUF native, runs on any GPU. No Python. No llama.cpp. Single binary. 2026-07-29T14:20:55Z
74 serge 5719 390 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
75 MedicalGPT 5675 776 Python 6 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
76 Baichuan-7B 5651 501 Python 85 A large-scale 7B pretraining language model developed by BaiChuan-Inc. 2024-07-18T14:23:01Z
77 smolvlm-realtime-webcam 5564 894 HTML 12 Real-time webcam demo with SmolVLM and llama.cpp server 2025-05-12T17:24:39Z
78 gpustack 5415 601 Python 608 A GPU cluster manager for high-performance AI model serving (vLLM, SGLang) and on-demand SSH-accessible GPU instances. 2026-07-31T04:52:25Z
79 llama-swap 5210 397 Go 33 Reliable model swapping for any local OpenAI/Anthropic compatible server - llama.cpp, vllm, etc 2026-07-31T04:55:51Z
80 lemonade 5177 430 C++ 317 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 2026-07-31T06:05:13Z
81 transformerlab-app 5168 547 Python 17 The open source research environment for AI researchers to seamlessly train, evaluate, and scale models from local hardware to GPU clusters. 2026-07-28T14:12:39Z
82 h2o-llmstudio 5044 537 Python 39 H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/ 2026-07-29T16:58:46Z
83 tiny-universe 4992 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 Huatuo-Llama-Med-Chinese 4980 498 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
85 GPT-4-LLM 4333 307 HTML 13 Instruction Tuning with GPT-4 2023-06-11T13:40:30Z
86 PurpleLlama 4319 764 Python 34 Set of tools to assess and improve LLM security. 2026-07-27T21:53:59Z
87 llama-stack-apps 4305 644 None 25 Agentic components of the Llama Stack APIs 2025-08-05T14:49:58Z
88 llms-from-scratch-cn 4292 588 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 4257 469 TypeScript 351 Knowledge Agents and Management in the Cloud 2026-05-18T19:09:10Z
90 LightLLM 4199 346 Python 88 LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance. 2026-07-30T09:25:15Z
91 g1 4171 359 Python 0 g1: Using Llama-3.1 70b on Groq to create o1-like reasoning chains 2025-12-30T22:28:50Z
92 llama3-Chinese-chat 4146 331 Python 29 Llama3-中文后训练版 2026-02-21T08:22:18Z
93 Chinese-Vicuna 4118 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
94 llama-dl 4117 395 Shell 9 High-speed download of LLaMA, Facebook’s 65B parameter GPT model 2023-06-28T16:56:55Z
95 SwanLab 4099 213 Python 58 ⚡️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. 2026-07-31T04:43:30Z
96 langroid 4090 391 Python 54 Harness LLMs with Multi-Agent Programming 2026-07-29T12:59:53Z
97 higgsfield 4004 682 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 3832 443 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 3819 325 Python 148 Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs 2026-05-28T18:12:20Z
100 LLamaSharp 3758 499 C# 17 A C#/.NET library to run LLM (🦙LLaMA/LLaVA) on your local device efficiently. 2026-07-17T13:21:52Z