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 140598 11754 Go 1550 Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 3, Mistral Small 3.1 and other large language models. 2025-05-15T23:35:59Z
2 llama.cpp 80302 11773 C++ 328 LLM inference in C/C++ 2025-05-15T23:12:16Z
3 llama 58241 9768 Python 432 Inference code for Llama models 2025-01-26T21:42:26Z
4 LLaMA-Factory 48978 5967 Python 462 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-05-15T02:54:36Z
5 vllm 47409 7428 Python 1831 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-05-16T02:30:17Z
6 llama_index 41662 5940 Python 263 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-05-15T20:02:58Z
7 unsloth 38737 3035 Python 930 Finetune Qwen3, Llama 4, TTS, DeepSeek-R1 & Gemma 3 LLMs 2x faster with 70% less memory! 🦥 2025-05-15T22:15:53Z
8 quivr 37844 3638 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. 2025-05-15T07:49:42Z
9 Langchain-Chatchat 35024 5882 TypeScript 188 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
10 aider 32988 2994 Python 800 aider is AI pair programming in your terminal 2025-05-13T20:45:06Z
11 LocalAI 32604 2484 Go 442 :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 2025-05-15T21:17:11Z
12 khoj 30052 1672 Python 68 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. 2025-05-13T19:05:09Z
13 llama3 28699 3376 Python 171 The official Meta Llama 3 GitHub site 2025-01-26T21:39:06Z
14 LLaVA 22524 2480 Python 1070 [NeurIPS’23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond. 2024-08-12T09:52:38Z
15 llamafile 22403 1178 C++ 146 Distribute and run LLMs with a single file. 2025-05-14T22:23:40Z
16 fish-speech 21095 1688 Python 31 SOTA Open Source TTS 2025-04-12T14:01:16Z
17 Awesome-Chinese-LLM 20004 1926 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。 2025-04-08T08:13:03Z
18 alpaca-lora 18899 2227 Jupyter Notebook 333 Instruct-tune LLaMA on consumer hardware 2024-07-29T13:37:49Z
19 Chinese-LLaMA-Alpaca 18835 1892 Python 1 中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs) 2024-04-30T04:28:38Z
20 llama2.c 18385 2250 C 124 Inference Llama 2 in one file of pure C 2024-08-06T09:44:40Z
21 llama-cookbook 17306 2476 Jupyter Notebook 17 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 2025-05-14T16:44:20Z
22 repomix 15896 688 TypeScript 82 📦 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. 2025-05-13T14:00:39Z
23 ChuanhuChatGPT 15423 2282 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
24 llama3-from-scratch 14940 1264 Jupyter Notebook 13 llama3 implementation one matrix multiplication at a time 2024-05-23T14:34:05Z
25 Llama-Chinese 14584 1306 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
26 sglang 14374 1762 Python 504 SGLang is a fast serving framework for large language models and vision language models. 2025-05-16T00:46:43Z
27 dalai 13081 1397 CSS 292 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
28 mastra 13008 717 TypeScript 74 The TypeScript AI agent framework. ⚡ Assistants, RAG, observability. Supports any LLM: GPT-4, Claude, Gemini, Llama. 2025-05-16T00:22:23Z
29 PaddleNLP 12587 3027 Python 166 Easy-to-use and powerful LLM and SLM library with awesome model zoo. 2025-05-15T07:41:50Z
30 h2ogpt 11804 1292 Python 288 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/ 2025-05-08T08:32:39Z
31 ludwig 11449 1207 Python 40 Low-code framework for building custom LLMs, neural networks, and other AI models 2025-05-12T20:02:02Z
32 OpenLLM 11258 719 Python 2 Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud. 2025-05-12T23:11:32Z
33 llama-gpt 10968 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
34 shell_gpt 10850 858 Python 84 A command-line productivity tool powered by AI large language models like GPT-4, will help you accomplish your tasks faster and more efficiently. 2025-04-11T08:40:09Z
35 petals 9619 554 Python 90 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading 2024-09-07T11:54:28Z
36 llama-cpp-python 9099 1137 Python 547 Python bindings for llama.cpp 2025-05-08T11:09:37Z
37 AstrBot 8817 591 Python 179 ✨ 易上手的多平台 LLM 聊天机器人及开发框架 ✨ 平台支持 QQ、QQ频道、Telegram、微信、企微、飞书 | MCP 服务器、OpenAI、DeepSeek、Gemini、硅基流动、月之暗面、Ollama、OneAPI、Dify 等。附带 WebUI。 2025-05-16T03:10:46Z
38 TinyLlama 8483 531 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
39 bisheng 8482 1398 TypeScript 101 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. 2025-05-15T13:53:14Z
40 PowerInfer 8202 431 C++ 113 High-speed Large Language Model Serving for Local Deployment 2025-02-19T08:15:55Z
41 BELLE 8154 768 HTML 105 BELLE: Be Everyone’s Large Language model Engine(开源中文对话大模型) 2024-10-16T11:38:59Z
42 oumi 8103 593 Python 33 Everything you need to build state-of-the-art foundation models, end-to-end. Easily fine-tune Qwen3, DeepSeek-R1, Llama 4 or any open source LLM and VLM. 2025-05-16T00:29:32Z
43 reor 7925 477 JavaScript 106 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
44 ipex-llm 7868 1348 Python 1148 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. 2025-05-15T08:46:52Z
45 inference 7823 666 Python 179 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. 2025-05-15T11:53:55Z
46 llama-stack 7787 1028 Python 126 Composable building blocks to build Llama Apps 2025-05-15T20:03:05Z
47 ms-swift 7574 642 Python 698 Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 500+ LLMs (Qwen3, Qwen3-MoE, Llama4, InternLM3, GLM4, Mistral, Yi1.5, DeepSeek-R1, …) and 200+ MLLMs (Qwen2.5-VL, Qwen2.5-Omni, Qwen2-Audio, Ovis2, InternVL3, Llava, MiniCPM-V-2.6, GLM4v, Xcomposer2.5, DeepSeek-VL2, Phi4, GOT-OCR2, …). 2025-05-16T03:14:47Z
48 GPTCache 7545 531 Python 70 Semantic cache for LLMs. Fully integrated with LangChain and llama_index. 2024-09-18T02:05:21Z
49 langchain4j 7524 1383 Java 414 Java version of LangChain 2025-05-15T05:21:16Z
50 open_llama 7488 398 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
51 Chinese-LLaMA-Alpaca-2 7158 570 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) 2024-09-23T02:52:19Z
52 llama-models 6995 1153 Python 107 Utilities intended for use with Llama models. 2025-05-07T18:02:56Z
53 k8sgpt 6604 812 Go 72 Giving Kubernetes Superpowers to everyone 2025-05-16T03:21:46Z
54 promptfoo 6556 529 TypeScript 161 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. 2025-05-16T02:08:21Z
55 Firefly 6390 576 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
56 lmdeploy 6350 542 Python 435 LMDeploy is a toolkit for compressing, deploying, and serving LLMs. 2025-05-15T11:50:17Z
57 lit-llama 6054 522 Python 109 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. 2024-09-06T11:38:12Z
58 llamacoder 6003 1407 TypeScript 43 Open source Claude Artifacts – built with Llama 3.1 405B 2025-04-08T15:15:38Z
59 LaWGPT 5972 552 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
60 LLaMA-Adapter 5872 382 Python 107 [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters 2024-03-14T08:12:53Z
61 airllm 5771 457 Jupyter Notebook 112 AirLLM 70B inference with single 4GB GPU 2025-05-06T13:11:40Z
62 serge 5718 400 Svelte 18 A web interface for chatting with Alpaca through llama.cpp. Fully dockerized, with an easy to use API. 2025-05-15T08:21:37Z
63 mergekit 5712 545 Python 207 Tools for merging pretrained large language models. 2025-05-14T01:34:49Z
64 Baichuan-7B 5689 505 Python 85 A large-scale 7B pretraining language model developed by BaiChuan-Inc. 2024-07-18T14:23:01Z
65 enchanted 5312 342 Swift 92 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
66 llama-fs 5279 335 TypeScript 50 A self-organizing file system with llama 3 2025-02-18T01:58:14Z
67 awesome-LLM-resources 5195 512 None 0 🧑‍🚀 全世界最好的LLM资料总结(Agent框架、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. 2025-05-13T13:11:02Z
68 Liger-Kernel 5019 324 Python 59 Efficient Triton Kernels for LLM Training 2025-05-15T16:35:49Z
69 YuE 4969 544 Python 64 YuE: Open Full-song Music Generation Foundation Model, something similar to Suno.ai but open 2025-05-15T07:04:03Z
70 llm-answer-engine 4896 763 TypeScript 25 Build a Perplexity-Inspired Answer Engine Using Next.js, Groq, Llama-3, Langchain, OpenAI, Upstash, Brave & Serper 2024-09-28T16:41:53Z
71 llm-scraper 4860 281 TypeScript 11 Turn any webpage into structured data using LLMs 2024-08-30T17:36:16Z
72 Huatuo-Llama-Med-Chinese 4769 479 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
73 data-juicer 4410 235 Python 33 Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷 2025-05-15T21:45:59Z
74 GPT-4-LLM 4304 306 HTML 13 Instruction Tuning with GPT-4 2023-06-11T13:40:30Z
75 h2o-llmstudio 4303 445 Python 37 H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/ 2025-04-10T14:42:59Z
76 llama-stack-apps 4231 621 None 20 Agentic components of the Llama Stack APIs 2025-04-30T18:01:33Z
77 g1 4214 379 Python 1 g1: Using Llama-3.1 70b on Groq to create o1-like reasoning chains 2025-01-27T18:36:13Z
78 llama-dl 4164 417 Shell 9 High-speed download of LLaMA, Facebook’s 65B parameter GPT model 2023-06-28T16:56:55Z
79 Chinese-Vicuna 4153 417 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
80 llama3-Chinese-chat 4148 340 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 tensorzero 4147 275 Rust 176 TensorZero creates a feedback loop for optimizing LLM applications — turning production data into smarter, faster, and cheaper models. 2025-05-15T23:15:59Z
82 llama_cloud_services 3968 412 Python 239 Knowledge Agents and Management in the Cloud 2025-05-09T21:03:13Z
83 MedicalGPT 3884 570 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。 2025-04-18T06:28:34Z
84 obsidian-smart-connections 3650 212 JavaScript 356 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 2025-05-15T17:40:03Z
85 casibase 3611 422 Go 28 ⚡️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 2025-05-13T16:49:44Z
86 llama-hub 3479 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
87 zero_nlp 3445 406 Jupyter Notebook 100 中文nlp解决方案(大模型、数据、模型、训练、推理) 2025-02-12T13:56:56Z
88 higgsfield 3371 569 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
89 PurpleLlama 3321 550 Python 8 Set of tools to assess and improve LLM security. 2025-05-15T23:52:26Z
90 langroid 3302 318 Python 55 Harness LLMs with Multi-Agent Programming 2025-05-16T02:07:26Z
91 transformerlab-app 3289 271 TypeScript 44 Open Source Application for Advanced LLM Engineering: interact, train, fine-tune, and evaluate large language models on your own computer. 2025-05-15T22:10:27Z
92 LangChain-ChatGLM-Webui 3262 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
93 YAYI 3262 44 Python 0 雅意大模型:为客户打造安全可靠的专属大模型,基于大规模中英文多领域指令数据训练的 LlaMA 2 & BLOOM 系列模型,由中科闻歌算法团队研发。(Repo for YaYi Chinese LLMs based on LlaMA2 & BLOOM) 2024-01-17T07:37:16Z
94 lightllm 3221 254 Python 76 LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance. 2025-05-16T03:21:39Z
95 free-llm-api-resources 3220 282 Python 4 A list of free LLM inference resources accessible via API. 2025-05-16T01:27:17Z
96 InternGPT 3213 230 Python 19 InternGPT (iGPT) is an open source demo platform where you can easily showcase your AI models. Now it supports DragGAN, ChatGPT, ImageBind, multimodal chat like GPT-4, SAM, interactive image editing, etc. Try it at igpt.opengvlab.com (支持DragGAN、ChatGPT、ImageBind、SAM的在线Demo系统) 2024-08-20T12:51:03Z
97 LLamaSharp 3194 423 C# 94 A C#/.NET library to run LLM (🦙LLaMA/LLaVA) on your local device efficiently. 2025-05-15T13:55:45Z
98 paperless-ai 3122 115 JavaScript 15 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. 2025-05-15T19:08:27Z
99 Linly 3054 232 Python 109 Chinese-LLaMA 1&2、Chinese-Falcon 基础模型;ChatFlow中文对话模型;中文OpenLLaMA模型;NLP预训练/指令微调数据集 2024-04-14T05:19:19Z
100 GPTQ-for-LLaMa 3051 460 Python 61 4 bits quantization of LLaMA using GPTQ 2024-07-13T04:45:28Z