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 156184 13679 Go 1880 Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models. 2025-11-19T03:41:08Z
2 llama.cpp 90038 13743 C++ 305 LLM inference in C/C++ 2025-11-19T01:59:09Z
3 vllm 63417 11382 Python 1910 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-11-19T03:12:31Z
4 LLaMA-Factory 62686 7590 Python 774 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-11-18T16:53:28Z
5 llama 58933 9813 Python 453 Inference code for Llama models 2025-01-26T21:42:26Z
6 unsloth 48425 3986 Python 783 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek-R1, Qwen3, Gemma 3, TTS 2x faster with 70% less VRAM. 2025-11-18T01:02:44Z
7 llama_index 45303 6524 Python 231 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-11-19T00:54:09Z
8 LocalAI 38774 3075 Go 236 :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. Features: Generate Text, Audio, Video, Images, Voice Cloning, Distributed, P2P and decentralized inference 2025-11-18T21:34:18Z
9 quivr 38623 3689 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
10 aider 38461 3669 Python 1084 aider is AI pair programming in your terminal 2025-11-02T17:43:18Z
11 Langchain-Chatchat 36587 6067 Python 15 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 31604 1860 Python 75 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. 2025-11-18T23:43:16Z
13 llama3 29102 3484 Python 176 The official Meta Llama 3 GitHub site 2025-01-26T21:39:06Z
14 fish-speech 24104 1971 Python 18 SOTA Open Source TTS 2025-11-06T07:17:27Z
15 LLaVA 23988 2663 Python 1089 [NeurIPS’23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond. 2024-08-12T09:52:38Z
16 llamafile 23396 1239 C 184 Distribute and run LLMs with a single file. 2025-11-05T17:06:55Z
17 Awesome-Chinese-LLM 21708 2060 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
18 repomix 20247 923 TypeScript 115 📦 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. 2025-11-18T17:26:34Z
19 sglang 20240 3440 Python 579 SGLang is a fast serving framework for large language models and vision language models. 2025-11-19T03:47:43Z
20 alpaca-lora 18975 2216 Jupyter Notebook 333 Instruct-tune LLaMA on consumer hardware 2024-07-29T13:37:49Z
21 llama2.c 18946 2410 C 125 Inference Llama 2 in one file of pure C 2024-08-06T09:44:40Z
22 Chinese-LLaMA-Alpaca 18945 1877 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 mastra 18332 1293 TypeScript 368 The TypeScript AI agent framework. ⚡ Assistants, RAG, observability. Supports any LLM: GPT-4, Claude, Gemini, Llama. 2025-11-19T02:15:34Z
24 llama-cookbook 18031 2647 Jupyter Notebook 22 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
25 ChuanhuChatGPT 15422 2269 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. 2025-08-15T02:25:50Z
26 llama3-from-scratch 15191 1293 Jupyter Notebook 14 llama3 implementation one matrix multiplication at a time 2024-05-23T14:34:05Z
27 Llama-Chinese 14739 1304 Python 195 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 AstrBot 13438 998 Python 294 ✨ Agentic IM ChatBot Infrastructure ✨ Integration with multiple IMs, easy-to-use plugin system, supports OpenAI, Gemini, Anthropic, Dify, Coze, built-in Knowledge Base, Agent. ✨ 一站式大模型聊天机器人平台及开发框架 ✨ 多消息平台(QQ, Telegram, 企微, 飞书, 钉钉等)集成,易用的插件系统,支持接入 OpenAI, Gemini, Anthropic, Dify, Coze, 阿里云百炼应用等平台,内置知识库、Agent 智能体 2025-11-18T14:38:01Z
29 dalai 13037 1374 CSS 291 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
30 PaddleNLP 12846 3079 Python 126 Easy-to-use and powerful LLM and SLM library with awesome model zoo. 2025-11-18T04:10:34Z
31 h2ogpt 11966 1306 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
32 OpenLLM 11934 793 Python 3 Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud. 2025-11-17T16:55:22Z
33 ludwig 11614 1220 Python 42 Low-code framework for building custom LLMs, neural networks, and other AI models 2025-11-10T21:26:22Z
34 shell_gpt 11539 931 Python 91 A command-line productivity tool powered by AI large language models like GPT-4, will help you accomplish your tasks faster and more efficiently. 2025-10-30T03:33:26Z
35 ms-swift 11126 983 Python 756 Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 500+ LLMs (Qwen3, Qwen3-MoE, Llama4, GLM4.5, InternLM3, DeepSeek-R1, …) and 200+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, Llava, GLM4v, Phi4, …) (AAAI 2025). 2025-11-18T18:31:01Z
36 llama-gpt 10991 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
37 tensorzero 10569 727 Rust 374 TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation. 2025-11-19T02:47:37Z
38 bisheng 10018 1646 TypeScript 79 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. 2025-11-19T03:49:16Z
39 petals 9837 584 Python 92 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading 2024-09-07T11:54:28Z
40 llama-cpp-python 9753 1252 Python 581 Python bindings for llama.cpp 2025-08-15T06:23:26Z
41 langchain4j 9649 1754 Java 538 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. 2025-11-19T01:41:48Z
42 promptfoo 9126 783 TypeScript 166 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. 2025-11-19T02:28:21Z
43 TinyLlama 8799 575 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
44 inference 8754 765 Python 129 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. 2025-11-18T11:27:22Z
45 oumi 8618 663 Python 6 Easily fine-tune, evaluate and deploy gpt-oss, Qwen3, DeepSeek-R1, or any open source LLM / VLM! 2025-11-19T01:08:04Z
46 ipex-llm 8460 1386 Python 1217 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. 2025-10-14T06:04:12Z
47 PowerInfer 8397 450 C++ 120 High-speed Large Language Model Serving for Local Deployment 2025-08-02T03:36:13Z
48 reor 8380 511 JavaScript 110 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
49 BELLE 8265 767 HTML 105 BELLE: Be Everyone’s Large Language model Engine(开源中文对话大模型) 2024-10-16T11:38:59Z
50 llama-stack 8161 1219 Python 129 Composable building blocks to build Llama Apps 2025-11-18T23:22:27Z
51 ART 7838 606 Python 47 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! 2025-11-19T02:24:06Z
52 GPTCache 7829 567 Python 73 Semantic cache for LLMs. Fully integrated with LangChain and llama_index. 2025-07-11T09:04:36Z
53 open_llama 7525 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
54 llama-models 7346 1273 Python 145 Utilities intended for use with Llama models. 2025-10-10T00:22:06Z
55 lmdeploy 7273 625 Python 500 LMDeploy is a toolkit for compressing, deploying, and serving LLMs. 2025-11-18T13:20:27Z
56 Chinese-LLaMA-Alpaca-2 7178 569 Python 0 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
57 k8sgpt 7142 898 Go 85 Giving Kubernetes Superpowers to everyone 2025-11-19T01:16:25Z
58 awesome-LLM-resources 6727 645 None 0 🧑‍🚀 全世界最好的LLM资料总结(语音视频生成、Agent、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. 2025-11-18T12:24:17Z
59 llamacoder 6723 1616 TypeScript 25 Open source Claude Artifacts – built with Llama 3.1 405B 2025-11-14T15:39:39Z
60 free-llm-api-resources 6621 626 Python 13 A list of free LLM inference resources accessible via API. 2025-11-19T01:29:30Z
61 Firefly 6591 586 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
62 mergekit 6459 632 Python 229 Tools for merging pretrained large language models. 2025-10-31T17:27:51Z
63 airllm 6325 493 Jupyter Notebook 114 AirLLM 70B inference with single 4GB GPU 2025-09-03T13:50:08Z
64 llm-scraper 6104 364 TypeScript 8 Turn any webpage into structured data using LLMs 2025-11-07T18:26:12Z
65 lit-llama 6086 525 Python 108 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
66 LaWGPT 6029 553 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
67 LLaMA-Adapter 5919 384 Python 107 [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters 2024-03-14T08:12:53Z
68 nexa-sdk 5919 772 Go 30 Run the latest LLMs and VLMs across GPU, NPU, and CPU with PC (Python/C++) & mobile (Android & iOS) support, running quickly with OpenAI gpt-oss, Granite4, Qwen3VL, Gemma 3n and more. 2025-11-18T16:21:27Z
69 Liger-Kernel 5846 433 Python 79 Efficient Triton Kernels for LLM Training 2025-11-18T15:46:29Z
70 serge 5752 401 Svelte 18 A web interface for chatting with Alpaca through llama.cpp. Fully dockerized, with an easy to use API. 2025-10-29T08:13:40Z
71 YuE 5724 660 Python 76 YuE: Open Full-song Music Generation Foundation Model, something similar to Suno.ai but open 2025-06-04T13:08:48Z
72 enchanted 5723 384 Swift 99 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
73 Baichuan-7B 5684 507 Python 85 A large-scale 7B pretraining language model developed by BaiChuan-Inc. 2024-07-18T14:23:01Z
74 llama-fs 5682 380 TypeScript 53 A self-organizing file system with llama 3 2025-08-08T02:27:02Z
75 Huatuo-Llama-Med-Chinese 4892 495 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
76 smolvlm-realtime-webcam 4831 774 HTML 11 Real-time webcam demo with SmolVLM and llama.cpp server 2025-05-12T17:24:39Z
77 h2o-llmstudio 4718 501 Python 41 H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/ 2025-09-25T15:18:10Z
78 paperless-ai 4586 211 JavaScript 26 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. 2025-11-16T08:04:37Z
79 transformerlab-app 4530 453 Python 55 Open Source Application for Advanced LLM + Diffusion Engineering: interact, train, fine-tune, and evaluate large language models on your own computer. 2025-11-19T01:21:36Z
80 GPT-4-LLM 4337 306 HTML 13 Instruction Tuning with GPT-4 2023-06-11T13:40:30Z
81 MedicalGPT 4330 636 Python 52 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。 2025-08-30T12:31:36Z
82 llama-stack-apps 4280 637 None 20 Agentic components of the Llama Stack APIs 2025-08-05T14:49:58Z
83 obsidian-smart-connections 4277 260 JavaScript 426 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 2025-11-19T00:21:13Z
84 casibase 4273 503 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 2025-11-19T02:46:47Z
85 g1 4222 373 Python 0 g1: Using Llama-3.1 70b on Groq to create o1-like reasoning chains 2025-09-11T16:29:17Z
86 llama_cloud_services 4206 462 TypeScript 313 Knowledge Agents and Management in the Cloud 2025-11-18T17:47:07Z
87 llama3-Chinese-chat 4163 338 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
88 llama-dl 4154 408 Shell 9 High-speed download of LLaMA, Facebook’s 65B parameter GPT model 2023-06-28T16:56:55Z
89 Chinese-Vicuna 4148 413 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
90 sdk-python 4030 483 Python 218 A model-driven approach to building AI agents in just a few lines of code. 2025-11-18T19:09:39Z
91 gpustack 4024 401 Python 507 Simple, scalable AI model deployment on GPU clusters 2025-11-19T03:03:02Z
92 tiny-universe 4015 407 Jupyter Notebook 9 《大模型白盒子构建指南》:一个全手搓的Tiny-Universe 2025-08-30T08:03:41Z
93 PurpleLlama 3876 669 Python 16 Set of tools to assess and improve LLM security. 2025-11-17T23:13:14Z
94 langroid 3766 351 Python 48 Harness LLMs with Multi-Agent Programming 2025-11-08T22:32:11Z
95 llms-from-scratch-cn 3735 512 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
96 LightLLM 3730 282 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. 2025-11-19T02:41:38Z
97 zero_nlp 3699 442 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
98 ClaraVerse 3556 394 TypeScript 54 ClaraVerse is a privacy-first, fully local AI workspace featuring a Local LLM chat powered by LLama.cpp, along with support for any provider, tool calling, agent building, Stable Diffusion, and n8n-style automation. It requires no backend or API keys—just your stack and machine. 2025-11-10T17:08:26Z
99 lorax 3533 284 Python 148 Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs 2025-05-21T17:40:25Z
100 higgsfield 3496 583 Jupyter Notebook 2 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