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 135548 11258 Go 1460 Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 3, and other large language models. 2025-04-01T02:48:30Z
2 llama.cpp 77451 11265 C++ 343 LLM inference in C/C++ 2025-03-31T21:09:49Z
3 llama 57968 9720 Python 427 Inference code for Llama models 2025-01-26T21:42:26Z
4 LLaMA-Factory 45767 5596 Python 423 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-03-31T16:15:16Z
5 vllm 43200 6573 Python 1548 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-03-31T22:27:29Z
6 llama_index 40557 5768 Python 735 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-04-01T00:42:01Z
7 quivr 37632 3634 Python 22 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. 2025-03-31T16:29:26Z
8 unsloth 36283 2807 Python 931 Finetune Llama 3.3, DeepSeek-R1, Gemma 3 & Reasoning LLMs 2x faster with 70% less memory! 🦥 2025-03-31T19:51:21Z
9 Langchain-Chatchat 34466 5824 TypeScript 198 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 31344 2379 Go 418 :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 2025-03-31T22:01:34Z
11 aider 30368 2744 Python 679 aider is AI pair programming in your terminal 2025-04-01T03:14:06Z
12 llama3 28561 3340 Python 170 The official Meta Llama 3 GitHub site 2025-01-26T21:39:06Z
13 khoj 28345 1568 Python 71 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. 2025-03-31T20:07:27Z
14 llamafile 22088 1159 C++ 141 Distribute and run LLMs with a single file. 2025-03-24T16:36:01Z
15 LLaVA 22043 2419 Python 1059 [NeurIPS’23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond. 2024-08-12T09:52:38Z
16 fish-speech 20387 1608 Python 32 SOTA Open Source TTS 2025-03-20T08:59:55Z
17 Awesome-Chinese-LLM 19278 1857 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。 2024-09-19T11:06:18Z
18 alpaca-lora 18872 2231 Jupyter Notebook 333 Instruct-tune LLaMA on consumer hardware 2024-07-29T13:37:49Z
19 Chinese-LLaMA-Alpaca 18775 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 18247 2225 C 122 Inference Llama 2 in one file of pure C 2024-08-06T09:44:40Z
21 llama-cookbook 16559 2398 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 2025-03-31T12:41:20Z
22 ChuanhuChatGPT 15399 2287 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 MaxKB 15365 2019 Python 143 💬 Ready-to-use & flexible RAG Chatbot, supporting mainstream large language models (LLMs) such as DeepSeek-R1, Llama 3.3, Qwen2, OpenAI and more. 2025-04-01T02:57:43Z
24 llama3-from-scratch 14748 1241 Jupyter Notebook 13 llama3 implementation one matrix multiplication at a time 2024-05-23T14:34:05Z
25 Llama-Chinese 14516 1300 Python 196 Llama中文社区,Llama3在线体验和微调模型已开放,实时汇总最新Llama3学习资料,已将所有代码更新适配Llama3,构建最好的中文Llama大模型,完全开源可商用 2024-09-05T13:50:43Z
26 repomix 13986 598 TypeScript 65 📦 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. 2025-03-31T14:59:20Z
27 dalai 13081 1403 CSS 293 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
28 sglang 12714 1402 Python 437 SGLang is a fast serving framework for large language models and vision language models. 2025-04-01T03:45:07Z
29 PaddleNLP 12475 3007 Python 268 Easy-to-use and powerful LLM and SLM library with awesome model zoo. 2025-04-01T02:46:29Z
30 h2ogpt 11741 1292 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/ 2025-03-26T15:07:15Z
31 mastra 11488 556 TypeScript 70 The TypeScript AI agent framework. ⚡ Assistants, RAG, observability. Supports any LLM: GPT-4, Claude, Gemini, Llama. 2025-04-01T02:28:35Z
32 ludwig 11403 1205 Python 39 Low-code framework for building custom LLMs, neural networks, and other AI models 2025-03-31T20:00:41Z
33 OpenLLM 11057 705 Python 0 Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud. 2025-03-31T19:44:12Z
34 llama-gpt 10956 716 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
35 shell_gpt 10628 838 Python 85 A command-line productivity tool powered by AI large language models like GPT-4, will help you accomplish your tasks faster and more efficiently. 2025-02-17T04:11:14Z
36 petals 9524 549 Python 90 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading 2024-09-07T11:54:28Z
37 llama-cpp-python 8884 1099 Python 533 Python bindings for llama.cpp 2025-03-24T23:24:33Z
38 TinyLlama 8356 524 Python 44 The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens. 2024-05-03T20:21:20Z
39 PowerInfer 8168 428 C++ 107 High-speed Large Language Model Serving for Local Deployment 2025-02-19T08:15:55Z
40 BELLE 8101 765 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 bisheng 7939 1334 Python 84 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. 2025-03-31T11:15:32Z
42 reor 7770 465 JavaScript 106 Private & local AI personal knowledge management app for high entropy people. 2025-03-31T02:42:24Z
43 ipex-llm 7669 1339 Python 1116 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. 2025-04-01T02:59:22Z
44 llama-stack 7595 955 Python 173 Composable building blocks to build Llama Apps 2025-03-31T20:38:47Z
45 GPTCache 7489 530 Python 71 Semantic cache for LLMs. Fully integrated with LangChain and llama_index. 2024-09-18T02:05:21Z
46 open_llama 7465 396 None 36 OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset 2023-07-16T13:42:13Z
47 inference 7320 600 Python 165 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. 2025-04-01T03:17:05Z
48 Chinese-LLaMA-Alpaca-2 7155 575 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
49 AstrBot 6897 414 Python 160 ✨ 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。 2025-04-01T03:35:57Z
50 langchain4j 6756 1259 Java 386 Java version of LangChain 2025-03-31T19:48:45Z
51 ms-swift 6663 568 Python 504 Use PEFT or Full-parameter to finetune 500+ LLMs (Qwen2.5, InternLM3, GLM4, Llama3.3, Mistral, Yi1.5, DeepSeek-R1, …) and 200+ MLLMs (Qwen2.5-VL, Qwen2.5-Omni, Qwen2-Audio, Llama3.2-Vision, Llava, InternVL2.5, MiniCPM-V-2.6, GLM4v, Xcomposer2.5, DeepSeek-VL2, Phi3.5-Vision, GOT-OCR2, …). 2025-04-01T03:18:04Z
52 k8sgpt 6399 769 Go 72 Giving Kubernetes Superpowers to everyone 2025-03-31T19:17:09Z
53 Firefly 6300 572 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
54 lit-llama 6042 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
55 promptfoo 6027 498 TypeScript 146 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. 2025-04-01T03:14:24Z
56 llama-models 5968 1014 Python 92 Utilities intended for use with Llama models. 2025-03-31T21:09:14Z
57 lmdeploy 5963 517 Python 399 LMDeploy is a toolkit for compressing, deploying, and serving LLMs. 2025-03-31T16:39:44Z
58 LaWGPT 5955 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
59 LLaMA-Adapter 5846 379 Python 106 [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters 2024-03-14T08:12:53Z
60 airllm 5756 455 Jupyter Notebook 112 AirLLM 70B inference with single 4GB GPU 2024-11-24T23:32:29Z
61 llamacoder 5748 1279 TypeScript 37 Open source Claude Artifacts – built with Llama 3.1 405B 2025-01-22T11:28:23Z
62 serge 5707 404 Svelte 18 A web interface for chatting with Alpaca through llama.cpp. Fully dockerized, with an easy to use API. 2025-03-29T13:44:09Z
63 Baichuan-7B 5691 507 Python 85 A large-scale 7B pretraining language model developed by BaiChuan-Inc. 2024-07-18T14:23:01Z
64 mergekit 5493 522 Python 198 Tools for merging pretrained large language models. 2025-03-31T23:48:53Z
65 llama-fs 5216 328 TypeScript 44 A self-organizing file system with llama 3 2025-02-18T01:58:14Z
66 enchanted 5126 329 Swift 89 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
67 llm-answer-engine 4876 766 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 Liger-Kernel 4754 291 Python 53 Efficient Triton Kernels for LLM Training 2025-03-31T19:41:53Z
69 Huatuo-Llama-Med-Chinese 4721 476 Python 29 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
70 llm-scraper 4678 272 TypeScript 11 Turn any webpage into structured data using LLMs 2024-08-30T17:36:16Z
71 YuE 4667 503 Python 57 YuE: Open Full-song Music Generation Foundation Model, something similar to Suno.ai but open 2025-03-30T04:12:01Z
72 awesome-LLM-resourses 4561 474 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. 2025-03-31T05:51:56Z
73 GPT-4-LLM 4289 305 HTML 13 Instruction Tuning with GPT-4 2023-06-11T13:40:30Z
74 h2o-llmstudio 4249 442 Python 36 H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/ 2025-03-07T08:32:53Z
75 g1 4202 379 Python 1 g1: Using Llama-3.1 70b on Groq to create o1-like reasoning chains 2025-01-27T18:36:13Z
76 llama-stack-apps 4185 614 None 19 Agentic components of the Llama Stack APIs 2025-04-01T02:43:53Z
77 llama-dl 4162 418 Shell 9 High-speed download of LLaMA, Facebook’s 65B parameter GPT model 2023-06-28T16:56:55Z
78 Chinese-Vicuna 4152 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 2024-11-14T12:37:47Z
79 llama3-Chinese-chat 4136 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 data-juicer 4089 225 Python 31 Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷 2025-04-01T03:07:26Z
81 llama_cloud_services 3843 379 Python 228 Knowledge Agents and Management in the Cloud 2025-04-01T00:49:38Z
82 MedicalGPT 3763 550 Python 41 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。 2025-03-20T02:32:43Z
83 obsidian-smart-connections 3478 201 JavaScript 345 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 2025-03-26T13:59:21Z
84 llama-hub 3474 731 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
85 casibase 3419 402 Go 35 ⚡️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 2025-03-31T12:58:26Z
86 zero_nlp 3337 397 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
87 higgsfield 3327 558 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 tensorzero 3268 207 Rust 119 TensorZero creates a feedback loop for optimizing LLM applications — turning production data into smarter, faster, and cheaper models. 2025-04-01T02:47:10Z
89 YAYI 3264 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
90 LangChain-ChatGLM-Webui 3248 490 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
91 InternGPT 3215 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
92 langroid 3202 307 Python 55 Harness LLMs with Multi-Agent Programming 2025-03-31T14:11:08Z
93 LLamaSharp 3077 405 C# 157 A C#/.NET library to run LLM (🦙LLaMA/LLaVA) on your local device efficiently. 2025-03-30T14:27:14Z
94 lightllm 3069 244 Python 72 LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance. 2025-04-01T03:21:39Z
95 Linly 3049 234 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
96 GPTQ-for-LLaMa 3046 461 Python 61 4 bits quantization of LLaMA using GPTQ 2024-07-13T04:45:28Z
97 PurpleLlama 2991 501 Python 6 Set of tools to assess and improve LLM security. 2025-02-14T21:34:34Z
98 Video-LLaMA 2973 270 Python 62 [EMNLP 2023 Demo] Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding 2024-06-04T07:06:41Z
99 AGiXT 2956 395 Python 5 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. 2025-03-31T23:13:11Z
100 lorax 2893 207 Python 143 Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs 2025-03-07T06:20:21Z