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 138482 11541 Go 1505 Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 3, Mistral Small 3.1 and other large language models. 2025-04-25T01:23:31Z
2 llama.cpp 78745 11505 C++ 342 LLM inference in C/C++ 2025-04-25T01:47:11Z
3 llama 58150 9751 Python 428 Inference code for Llama models 2025-01-26T21:42:26Z
4 LLaMA-Factory 47566 5804 Python 425 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-04-24T08:31:06Z
5 vllm 45712 7064 Python 1721 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-04-25T03:17:22Z
6 llama_index 41184 5861 Python 443 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-04-24T22:05:22Z
7 quivr 37744 3636 Python 8 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. 2025-04-23T15:42:40Z
8 unsloth 37491 2924 Python 962 Finetune Llama 4, DeepSeek-R1, Gemma 3 & Reasoning LLMs 2x faster with 70% less memory! 🦥 2025-04-20T02:46:22Z
9 Langchain-Chatchat 34784 5856 TypeScript 193 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 LocalAI 32078 2446 Go 434 :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 2025-04-24T08:27:17Z
11 aider 31940 2871 Python 739 aider is AI pair programming in your terminal 2025-04-25T02:52:02Z
12 khoj 29064 1622 Python 67 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. 2025-04-23T23:49:17Z
13 llama3 28638 3366 Python 171 The official Meta Llama 3 GitHub site 2025-01-26T21:39:06Z
14 LLaVA 22306 2450 Python 1064 [NeurIPS’23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond. 2024-08-12T09:52:38Z
15 llamafile 22260 1169 C++ 143 Distribute and run LLMs with a single file. 2025-04-21T18:29:38Z
16 fish-speech 20829 1649 Python 32 SOTA Open Source TTS 2025-04-12T14:01:16Z
17 Awesome-Chinese-LLM 19739 1907 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 18898 2229 Jupyter Notebook 333 Instruct-tune LLaMA on consumer hardware 2024-07-29T13:37:49Z
19 Chinese-LLaMA-Alpaca 18816 1891 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 18307 2244 C 124 Inference Llama 2 in one file of pure C 2024-08-06T09:44:40Z
21 llama-cookbook 17135 2452 Jupyter Notebook 15 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 2025-04-24T21:47:55Z
22 ChuanhuChatGPT 15426 2286 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
23 repomix 15058 649 TypeScript 74 📦 Repomix (formerly Repopack) 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. 2025-04-24T14:14:22Z
24 llama3-from-scratch 14897 1259 Jupyter Notebook 13 llama3 implementation one matrix multiplication at a time 2024-05-23T14:34:05Z
25 Llama-Chinese 14552 1303 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 13526 1587 Python 513 SGLang is a fast serving framework for large language models and vision language models. 2025-04-24T23:09:59Z
27 dalai 13083 1400 CSS 292 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
28 PaddleNLP 12537 3018 Python 282 Easy-to-use and powerful LLM and SLM library with awesome model zoo. 2025-04-24T09:55:47Z
29 mastra 12418 659 TypeScript 87 The TypeScript AI agent framework. ⚡ Assistants, RAG, observability. Supports any LLM: GPT-4, Claude, Gemini, Llama. 2025-04-24T23:49:47Z
30 h2ogpt 11785 1293 Python 285 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/ 2025-04-24T08:32:03Z
31 ludwig 11430 1205 Python 40 Low-code framework for building custom LLMs, neural networks, and other AI models 2025-03-31T20:00:41Z
32 OpenLLM 11179 712 Python 0 Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud. 2025-04-22T01:14:15Z
33 llama-gpt 10957 712 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 10753 850 Python 81 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 9592 553 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 8997 1119 Python 540 Python bindings for llama.cpp 2025-04-11T07:28:31Z
37 TinyLlama 8430 526 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
38 bisheng 8222 1366 TypeScript 92 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. 2025-04-24T11:24:50Z
39 PowerInfer 8184 430 C++ 110 High-speed Large Language Model Serving for Local Deployment 2025-02-19T08:15:55Z
40 BELLE 8129 769 HTML 104 BELLE: Be Everyone’s Large Language model Engine(开源中文对话大模型) 2024-10-16T11:38:59Z
41 AstrBot 8018 527 Python 199 ✨ 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。 2025-04-25T01:40:44Z
42 reor 7856 471 JavaScript 106 Private & local AI personal knowledge management app for high entropy people. 2025-04-13T21:57:37Z
43 ipex-llm 7790 1345 Python 1135 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. 2025-04-24T09:53:14Z
44 llama-stack 7725 1000 Python 125 Composable building blocks to build Llama Apps 2025-04-25T00:27:27Z
45 inference 7619 646 Python 176 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. 2025-04-24T10:02:21Z
46 GPTCache 7525 533 Python 70 Semantic cache for LLMs. Fully integrated with LangChain and llama_index. 2024-09-18T02:05:21Z
47 open_llama 7476 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
48 langchain4j 7211 1332 Java 394 Java version of LangChain 2025-04-24T20:39:37Z
49 Chinese-LLaMA-Alpaca-2 7160 571 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
50 ms-swift 7149 606 Python 611 Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 500+ LLMs (Qwen2.5, 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, …). 2025-04-24T14:54:27Z
51 llama-models 6853 1116 Python 98 Utilities intended for use with Llama models. 2025-04-24T06:24:21Z
52 k8sgpt 6522 788 Go 72 Giving Kubernetes Superpowers to everyone 2025-04-25T02:46:32Z
53 Firefly 6367 574 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
54 promptfoo 6292 515 TypeScript 154 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. 2025-04-25T02:33:30Z
55 lmdeploy 6212 536 Python 415 LMDeploy is a toolkit for compressing, deploying, and serving LLMs. 2025-04-25T03:20:07Z
56 lit-llama 6049 524 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
57 LaWGPT 5966 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
58 llamacoder 5931 1370 TypeScript 38 Open source Claude Artifacts – built with Llama 3.1 405B 2025-04-08T15:15:38Z
59 LLaMA-Adapter 5863 383 Python 107 [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters 2024-03-14T08:12:53Z
60 airllm 5758 457 Jupyter Notebook 112 AirLLM 70B inference with single 4GB GPU 2024-11-24T23:32:29Z
61 serge 5719 402 Svelte 18 A web interface for chatting with Alpaca through llama.cpp. Fully dockerized, with an easy to use API. 2025-04-24T16:33:04Z
62 Baichuan-7B 5690 505 Python 85 A large-scale 7B pretraining language model developed by BaiChuan-Inc. 2024-07-18T14:23:01Z
63 mergekit 5586 531 Python 208 Tools for merging pretrained large language models. 2025-04-20T19:48:30Z
64 llama-fs 5261 331 TypeScript 50 A self-organizing file system with llama 3 2025-02-18T01:58:14Z
65 enchanted 5215 337 Swift 91 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 Liger-Kernel 4912 312 Python 60 Efficient Triton Kernels for LLM Training 2025-04-25T03:22:51Z
67 llm-answer-engine 4888 765 TypeScript 25 Build a Perplexity-Inspired Answer Engine Using Next.js, Groq, Llama-3, Langchain, OpenAI, Upstash, Brave & Serper 2024-09-28T16:41:53Z
68 awesome-LLM-resourses 4864 496 None 0 🧑‍🚀 全世界最好的LLM资料总结(数据处理、模型训练、模型部署、o1 模型、MCP、小语言模型、视觉语言模型) | Summary of the world’s best LLM resources. 2025-04-25T02:51:48Z
69 YuE 4845 525 Python 62 YuE: Open Full-song Music Generation Foundation Model, something similar to Suno.ai but open 2025-04-07T07:35:04Z
70 llm-scraper 4776 278 TypeScript 11 Turn any webpage into structured data using LLMs 2024-08-30T17:36:16Z
71 Huatuo-Llama-Med-Chinese 4752 478 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
72 GPT-4-LLM 4301 306 HTML 13 Instruction Tuning with GPT-4 2023-06-11T13:40:30Z
73 h2o-llmstudio 4283 443 Python 36 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
74 data-juicer 4279 230 Python 33 Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷 2025-04-25T02:17:17Z
75 llama-stack-apps 4212 621 None 19 Agentic components of the Llama Stack APIs 2025-04-22T18:06:15Z
76 g1 4210 380 Python 1 g1: Using Llama-3.1 70b on Groq to create o1-like reasoning chains 2025-01-27T18:36:13Z
77 llama-dl 4165 418 Shell 9 High-speed download of LLaMA, Facebook’s 65B parameter GPT model 2023-06-28T16:56:55Z
78 Chinese-Vicuna 4153 419 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
79 llama3-Chinese-chat 4137 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) 2024-09-16T10:05:58Z
80 llama_cloud_services 3916 397 Python 233 Knowledge Agents and Management in the Cloud 2025-04-24T03:34:48Z
81 MedicalGPT 3847 560 Python 44 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
82 tensorzero 3792 245 Rust 156 TensorZero creates a feedback loop for optimizing LLM applications — turning production data into smarter, faster, and cheaper models. 2025-04-25T01:54:42Z
83 obsidian-smart-connections 3567 205 JavaScript 353 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 2025-04-21T16:29:06Z
84 casibase 3518 415 Go 26 ⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and Manus-like agent management platform with admin UI, user management and Single-Sign-On⚡️, supports ChatGPT, Claude, DeepSeek R1, Llama, Ollama, HuggingFace, etc., chat bot demo: https://ai.casibase.com, admin UI demo: https://ai-admin.casibase.com 2025-04-24T16:30:47Z
85 llama-hub 3477 732 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
86 zero_nlp 3395 400 Jupyter Notebook 99 中文nlp解决方案(大模型、数据、模型、训练、推理) 2025-02-12T13:56:56Z
87 higgsfield 3355 566 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
88 YAYI 3263 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
89 LangChain-ChatGLM-Webui 3260 492 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
90 langroid 3245 316 Python 53 Harness LLMs with Multi-Agent Programming 2025-04-23T13:32:55Z
91 InternGPT 3216 231 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
92 lightllm 3152 247 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. 2025-04-25T02:33:28Z
93 LLamaSharp 3134 414 C# 135 A C#/.NET library to run LLM (🦙LLaMA/LLaVA) on your local device efficiently. 2025-04-22T21:43:29Z
94 PurpleLlama 3053 519 Python 8 Set of tools to assess and improve LLM security. 2025-02-14T21:34:34Z
95 GPTQ-for-LLaMa 3052 460 Python 61 4 bits quantization of LLaMA using GPTQ 2024-07-13T04:45:28Z
96 Linly 3051 233 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
97 Video-LLaMA 2991 272 Python 62 [EMNLP 2023 Demo] Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding 2024-06-04T07:06:41Z
98 AGiXT 2986 399 Python 4 AGiXT is a dynamic AI Agent Automation Platform that seamlessly orchestrates instruction management and complex task execution across diverse AI providers. Combining adaptive memory, smart features, and a versatile plugin system, AGiXT delivers efficient and comprehensive AI solutions. 2025-04-23T13:11:53Z
99 paperless-ai 2969 109 JavaScript 13 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. 2025-03-21T19:24:53Z
100 lorax 2961 212 Python 144 Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs 2025-04-23T05:26:24Z