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 162492 14567 Go 1903 Get up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models. 2026-02-12T23:47:01Z
2 llama.cpp 94947 14890 C++ 401 LLM inference in C/C++ 2026-02-13T04:42:37Z
3 vllm 70205 13427 Python 1727 A high-throughput and memory-efficient inference and serving engine for LLMs 2026-02-13T04:47:02Z
4 LlamaFactory 67236 8183 Python 889 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2026-02-12T14:14:10Z
5 llama 59143 9825 Python 459 Inference code for Llama models 2025-01-26T21:42:26Z
6 unsloth 52076 4310 Python 844 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek, Qwen, Llama, Gemma, TTS 2x faster with 70% less VRAM. 2026-02-12T10:56:16Z
7 llama_index 46972 6813 Python 253 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2026-02-13T00:14:06Z
8 LocalAI 42766 3557 Go 146 :robot: The free, Open Source alternative to OpenAI, Claude and others. Self-hosted and local-first. Drop-in replacement, running on consumer-grade hardware. No GPU required. Runs gguf, transformers, diffusers and many more. Features: Generate Text, MCP, Audio, Video, Images, Voice Cloning, Distributed, P2P and decentralized inference 2026-02-12T22:36:25Z
9 aider 40584 3890 Python 1149 aider is AI pair programming in your terminal 2026-02-12T00:42:27Z
10 quivr 38934 3722 Python 3 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 37286 6145 Python 12 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 32489 1958 Python 82 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. 2026-01-06T20:15:01Z
13 llama3 29243 3514 Python 178 The official Meta Llama 3 GitHub site 2025-01-26T21:39:06Z
14 fish-speech 24887 2072 Python 17 SOTA Open Source TTS 2026-02-02T18:42:34Z
15 LLaVA 24446 2728 Python 1092 [NeurIPS’23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond. 2024-08-12T09:52:38Z
16 llamafile 23713 1268 C 195 Distribute and run LLMs with a single file. 2026-02-10T14:35:33Z
17 sglang 23549 4430 Python 630 SGLang is a high-performance serving framework for large language models and multimodal models. 2026-02-13T05:00:02Z
18 Awesome-Chinese-LLM 22222 2107 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
19 repomix 21847 1014 TypeScript 123 📦 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. 2026-02-08T13:51:07Z
20 llama2.c 19174 2448 C 125 Inference Llama 2 in one file of pure C 2024-08-06T09:44:40Z
21 alpaca-lora 18979 2212 Jupyter Notebook 333 Instruct-tune LLaMA on consumer hardware 2024-07-29T13:37:49Z
22 Chinese-LLaMA-Alpaca 18962 1866 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
23 llama-cookbook 18205 2701 Jupyter Notebook 23 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 2025-11-03T16:25:20Z
24 AstrBot 15860 1260 Python 379 Agentic IM Chatbot infrastructure that integrates lots of IM platforms, LLMs, plugins and AI features. Your clawdbot alternative. ✨ 2026-02-13T05:01:48Z
25 ChuanhuChatGPT 15391 2257 Python 124 GUI for ChatGPT API and many LLMs. Supports agents, file-based QA, GPT finetuning and query with web search. All with a neat UI. 2026-02-10T07:32:15Z
26 llama3-from-scratch 15239 1288 Jupyter Notebook 15 llama3 implementation one matrix multiplication at a time 2024-05-23T14:34:05Z
27 Llama-Chinese 14748 1306 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
28 dalai 12995 1362 CSS 291 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
29 PaddleNLP 12913 3065 Python 123 Easy-to-use and powerful LLM and SLM library with awesome model zoo. 2025-12-17T09:19:22Z
30 ms-swift 12650 1203 Python 787 Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3, Qwen3-MoE, DeepSeek-R1, GLM4.5, InternLM3, Llama4, …) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM4.5v, Llava, Phi4, …) (AAAI 2025). 2026-02-11T11:35:48Z
31 OpenLLM 12105 801 Python 3 Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud. 2026-02-09T17:35:06Z
32 h2ogpt 12017 1317 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/ 2025-10-09T23:30:01Z
33 shell_gpt 11765 949 Python 84 A command-line productivity tool powered by AI large language models like GPT-5, will help you accomplish your tasks faster and more efficiently. 2026-01-28T04:07:23Z
34 ludwig 11650 1215 Python 42 Low-code framework for building custom LLMs, neural networks, and other AI models 2026-01-19T21:23:59Z
35 airllm 11257 1029 Jupyter Notebook 127 AirLLM 70B inference with single 4GB GPU 2025-09-03T13:50:08Z
36 bisheng 11103 1814 TypeScript 93 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. 2026-02-09T09:36:35Z
37 llama-gpt 10994 713 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
38 tensorzero 10954 771 Rust 321 TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation. 2026-02-13T04:45:07Z
39 langchain4j 10740 1958 Java 554 LangChain4j is an open-source Java library that simplifies the integration of LLMs into Java applications through a unified API, providing access to popular LLMs and vector databases. It makes implementing RAG, tool calling (including support for MCP), and agents easy. LangChain4j integrates seamlessly with various enterprise Java frameworks. 2026-02-12T14:47:47Z
40 promptfoo 10441 920 TypeScript 84 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. 2026-02-13T01:06:14Z
41 free-llm-api-resources 10202 992 Python 10 A list of free LLM inference resources accessible via API. 2026-02-13T00:32:01Z
42 llama-cpp-python 9974 1302 Python 596 Python bindings for llama.cpp 2025-08-15T06:23:26Z
43 petals 9939 590 Python 92 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading 2024-09-07T11:54:28Z
44 inference 9055 796 Python 147 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. 2026-02-12T14:13:41Z
45 TinyLlama 8892 602 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
46 oumi 8855 698 Python 6 Easily fine-tune, evaluate and deploy gpt-oss, Qwen3, DeepSeek-R1, or any open source LLM / VLM! 2026-02-13T01:46:54Z
47 ipex-llm 8678 1403 Python 1214 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
48 PowerInfer 8670 481 C++ 120 High-speed Large Language Model Serving for Local Deployment 2026-01-24T06:33:35Z
49 ART 8609 718 Python 56 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! 2026-02-13T03:51:29Z
50 reor 8515 516 JavaScript 112 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
51 BELLE 8282 768 HTML 106 BELLE: Be Everyone’s Large Language model Engine(开源中文对话大模型) 2024-10-16T11:38:59Z
52 llama-stack 8264 1265 Python 166 Composable building blocks to build LLM Apps 2026-02-12T22:52:17Z
53 GPTCache 7931 568 Python 74 Semantic cache for LLMs. Fully integrated with LangChain and llama_index. 2025-07-11T09:04:36Z
54 nexa-sdk 7697 951 Kotlin 27 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. 2026-02-12T23:12:17Z
55 lmdeploy 7606 654 Python 513 LMDeploy is a toolkit for compressing, deploying, and serving LLMs. 2026-02-12T03:51:51Z
56 open_llama 7530 408 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
57 awesome-LLM-resources 7525 729 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. 2026-02-11T13:41:08Z
58 llama-models 7482 1332 Python 163 Utilities intended for use with Llama models. 2026-02-11T16:38:31Z
59 k8sgpt 7397 937 Go 88 Giving Kubernetes Superpowers to everyone 2026-02-13T02:18:07Z
60 Chinese-LLaMA-Alpaca-2 7167 566 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) 2025-07-15T00:47:22Z
61 llamacoder 6867 1645 TypeScript 1 Open source Claude Artifacts – built with Llama 3.1 405B 2026-02-08T20:30:39Z
62 mergekit 6786 665 Python 233 Tools for merging pretrained large language models. 2026-01-26T23:10:11Z
63 Firefly 6635 587 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 llm-scraper 6188 369 TypeScript 3 Turn any webpage into structured data using LLMs 2026-02-07T17:25:32Z
65 Liger-Kernel 6142 488 Python 89 Efficient Triton Kernels for LLM Training 2026-02-13T01:22:19Z
66 lit-llama 6085 524 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 6026 551 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 YuE 6020 708 Python 83 YuE: Open Full-song Music Generation Foundation Model, something similar to Suno.ai but open 2025-06-04T13:08:48Z
69 LLaMA-Adapter 5936 379 Python 108 [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters 2024-03-14T08:12:53Z
70 enchanted 5799 400 Swift 100 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
71 serge 5753 399 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
72 llama-fs 5708 388 TypeScript 53 A self-organizing file system with llama 3 2025-08-08T02:27:02Z
73 Baichuan-7B 5686 507 Python 85 A large-scale 7B pretraining language model developed by BaiChuan-Inc. 2024-07-18T14:23:01Z
74 smolvlm-realtime-webcam 5524 893 HTML 12 Real-time webcam demo with SmolVLM and llama.cpp server 2025-05-12T17:24:39Z
75 paperless-ai 5200 254 JavaScript 44 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. 2026-02-11T13:03:34Z
76 sdk-python 5091 648 Python 299 A model-driven approach to building AI agents in just a few lines of code. 2026-02-12T18:23:33Z
77 Huatuo-Llama-Med-Chinese 4935 500 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
78 h2o-llmstudio 4884 512 Python 41 H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/ 2026-02-11T01:32:49Z
79 transformerlab-app 4807 502 Python 46 The open source research environment for AI researchers to seamlessly train, evaluate, and scale models from local hardware to GPU clusters. 2026-02-12T22:27:49Z
80 MedicalGPT 4749 689 Python 55 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。 2026-02-10T07:04:45Z
81 obsidian-smart-connections 4566 284 JavaScript 455 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 2026-02-12T15:45:18Z
82 gpustack 4508 459 Python 422 Performance-optimized AI inference on your GPUs. Unlock superior throughput by selecting and tuning engines like vLLM or SGLang. 2026-02-13T01:56:48Z
83 tiny-universe 4487 441 Jupyter Notebook 9 《大模型白盒子构建指南》:一个全手搓的Tiny-Universe 2026-02-12T02:00:08Z
84 casibase 4439 527 Go 52 ⚡️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 2026-02-12T14:29:18Z
85 GPT-4-LLM 4341 309 HTML 13 Instruction Tuning with GPT-4 2023-06-11T13:40:30Z
86 llama-stack-apps 4292 643 None 24 Agentic components of the Llama Stack APIs 2025-08-05T14:49:58Z
87 llama_cloud_services 4237 473 TypeScript 341 Knowledge Agents and Management in the Cloud 2026-02-12T07:58:36Z
88 g1 4211 367 Python 0 g1: Using Llama-3.1 70b on Groq to create o1-like reasoning chains 2025-12-30T22:28:50Z
89 llama3-Chinese-chat 4153 335 Python 30 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。 2026-01-06T15:22:35Z
90 llama-dl 4145 407 Shell 9 High-speed download of LLaMA, Facebook’s 65B parameter GPT model 2023-06-28T16:56:55Z
91 Chinese-Vicuna 4140 411 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
92 PurpleLlama 4020 696 Python 21 Set of tools to assess and improve LLM security. 2026-02-11T15:58:16Z
93 llms-from-scratch-cn 3956 540 Jupyter Notebook 13 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
94 LightLLM 3893 299 Python 81 LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance. 2026-02-12T10:57:45Z
95 langroid 3884 357 Python 48 Harness LLMs with Multi-Agent Programming 2026-02-11T21:59:08Z
96 zero_nlp 3777 448 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
97 lorax 3720 311 Python 150 Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs 2025-05-21T17:40:25Z
98 shimmy 3669 280 Rust 26 ⚡ Python-free Rust inference server — OpenAI-API compatible. GGUF + SafeTensors, hot model swap, auto-discovery, single binary. FREE now, FREE forever. 2026-01-16T23:01:22Z
99 SwanLab 3581 189 Python 66 ⚡️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. 2026-02-12T13:43:42Z
100 higgsfield 3547 590 Jupyter Notebook 3 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