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 160047 14205 Go 1897 Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models. 2026-01-21T02:30:03Z
2 llama.cpp 93392 14547 C++ 362 LLM inference in C/C++ 2026-01-21T01:34:29Z
3 vllm 67971 12732 Python 1716 A high-throughput and memory-efficient inference and serving engine for LLMs 2026-01-21T03:24:05Z
4 LlamaFactory 66199 8044 Python 860 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2026-01-20T07:54:08Z
5 llama 59075 9814 Python 458 Inference code for Llama models 2025-01-26T21:42:26Z
6 unsloth 50952 4201 Python 828 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek, Qwen, Llama, Gemma, TTS 2x faster with 70% less VRAM. 2026-01-20T09:02:41Z
7 llama_index 46498 6718 Python 249 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2026-01-19T11:50:30Z
8 LocalAI 42218 3462 Go 138 :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, MCP, Audio, Video, Images, Voice Cloning, Distributed, P2P and decentralized inference 2026-01-20T23:12:15Z
9 aider 39933 3826 Python 1133 aider is AI pair programming in your terminal 2026-01-19T15:39:28Z
10 quivr 38860 3721 Python 1 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 37137 6133 Python 21 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 32232 1931 Python 77 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 29185 3509 Python 178 The official Meta Llama 3 GitHub site 2025-01-26T21:39:06Z
14 fish-speech 24658 2045 Python 17 SOTA Open Source TTS 2026-01-08T08:43:07Z
15 LLaVA 24342 2707 Python 1091 [NeurIPS’23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond. 2024-08-12T09:52:38Z
16 llamafile 23645 1259 C 189 Distribute and run LLMs with a single file. 2026-01-20T10:55:33Z
17 sglang 22617 4128 Python 649 SGLang is a high-performance serving framework for large language models and multimodal models. 2026-01-21T04:06:30Z
18 Awesome-Chinese-LLM 22123 2100 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 21364 994 TypeScript 121 📦 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. 2026-01-18T15:41:46Z
20 llama2.c 19124 2437 C 125 Inference Llama 2 in one file of pure C 2024-08-06T09:44:40Z
21 alpaca-lora 18977 2215 Jupyter Notebook 333 Instruct-tune LLaMA on consumer hardware 2024-07-29T13:37:49Z
22 Chinese-LLaMA-Alpaca 18974 1871 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 18160 2690 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 ChuanhuChatGPT 15401 2264 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
25 llama3-from-scratch 15238 1287 Jupyter Notebook 14 llama3 implementation one matrix multiplication at a time 2024-05-23T14:34:05Z
26 AstrBot 15105 1183 Python 387 Agentic IM Chatbot infrastructure that integrates lots of IM platforms, LLMs, plugins and AI features. ✨ 2026-01-20T02:23:37Z
27 Llama-Chinese 14749 1306 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 dalai 13006 1368 CSS 291 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
29 PaddleNLP 12902 3070 Python 121 Easy-to-use and powerful LLM and SLM library with awesome model zoo. 2025-12-17T09:19:22Z
30 ms-swift 12258 1148 Python 727 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). 2026-01-21T03:33:05Z
31 OpenLLM 12058 797 Python 3 Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud. 2026-01-19T16:57:19Z
32 h2ogpt 12005 1315 Python 293 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 11675 939 Python 93 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
34 ludwig 11641 1213 Python 42 Low-code framework for building custom LLMs, neural networks, and other AI models 2026-01-19T21:23:59Z
35 llama-gpt 10992 714 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
36 bisheng 10962 1791 TypeScript 91 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. 2026-01-21T03:33:24Z
37 tensorzero 10844 752 Rust 293 TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation. 2026-01-21T04:03:01Z
38 langchain4j 10456 1913 Java 558 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. 2026-01-20T07:22:04Z
39 promptfoo 10029 880 TypeScript 76 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. 2026-01-21T04:11:13Z
40 llama-cpp-python 9914 1274 Python 589 Python bindings for llama.cpp 2025-08-15T06:23:26Z
41 petals 9879 586 Python 92 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading 2024-09-07T11:54:28Z
42 inference 8973 788 Python 136 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. 2026-01-20T13:19:45Z
43 TinyLlama 8872 589 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 oumi 8829 695 Python 6 Easily fine-tune, evaluate and deploy gpt-oss, Qwen3, DeepSeek-R1, or any open source LLM / VLM! 2026-01-21T00:11:17Z
45 ipex-llm 8630 1397 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. 2025-10-14T06:04:12Z
46 PowerInfer 8586 476 C++ 120 High-speed Large Language Model Serving for Local Deployment 2025-08-02T03:36:13Z
47 reor 8467 515 JavaScript 111 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
48 ART 8303 665 Python 57 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! 2026-01-20T21:56:32Z
49 BELLE 8283 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
50 llama-stack 8241 1249 Python 171 Composable building blocks to build LLM Apps 2026-01-20T20:54:59Z
51 free-llm-api-resources 7920 770 Python 10 A list of free LLM inference resources accessible via API. 2026-01-21T01:02:13Z
52 GPTCache 7909 570 Python 74 Semantic cache for LLMs. Fully integrated with LangChain and llama_index. 2025-07-11T09:04:36Z
53 nexa-sdk 7551 942 Go 25 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. 2026-01-21T04:07:18Z
54 lmdeploy 7539 647 Python 512 LMDeploy is a toolkit for compressing, deploying, and serving LLMs. 2026-01-20T07:47:55Z
55 open_llama 7525 409 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
56 airllm 7505 685 Jupyter Notebook 119 AirLLM 70B inference with single 4GB GPU 2025-09-03T13:50:08Z
57 llama-models 7436 1313 Python 163 Utilities intended for use with Llama models. 2026-01-08T04:48:21Z
58 awesome-LLM-resources 7345 717 None 0 🧑‍🚀 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. 2026-01-20T06:08:14Z
59 k8sgpt 7339 929 Go 89 Giving Kubernetes Superpowers to everyone 2026-01-21T01:09:26Z
60 Chinese-LLaMA-Alpaca-2 7176 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 6827 1645 TypeScript 3 Open source Claude Artifacts – built with Llama 3.1 405B 2025-12-17T10:53:14Z
62 mergekit 6696 654 Python 233 Tools for merging pretrained large language models. 2026-01-02T15:34:18Z
63 Firefly 6634 586 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 6162 368 TypeScript 9 Turn any webpage into structured data using LLMs 2025-12-06T22:12:24Z
65 lit-llama 6093 525 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
66 Liger-Kernel 6054 468 Python 89 Efficient Triton Kernels for LLM Training 2026-01-21T00:08:32Z
67 LaWGPT 6027 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
68 YuE 5963 703 Python 82 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 107 [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters 2024-03-14T08:12:53Z
70 enchanted 5780 399 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
71 serge 5751 401 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 5703 388 TypeScript 53 A self-organizing file system with llama 3 2025-08-08T02:27:02Z
73 Baichuan-7B 5683 506 Python 85 A large-scale 7B pretraining language model developed by BaiChuan-Inc. 2024-07-18T14:23:01Z
74 smolvlm-realtime-webcam 5492 889 HTML 12 Real-time webcam demo with SmolVLM and llama.cpp server 2025-05-12T17:24:39Z
75 paperless-ai 4984 239 JavaScript 34 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. 2026-01-15T01:06:07Z
76 Huatuo-Llama-Med-Chinese 4932 499 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
77 sdk-python 4914 603 Python 275 A model-driven approach to building AI agents in just a few lines of code. 2026-01-20T22:41:28Z
78 h2o-llmstudio 4776 508 Python 42 H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/ 2026-01-19T17:47:31Z
79 transformerlab-app 4743 498 Python 67 Open Source Machine Learning Research Platform designed for frontier AI/ML workflows. Local, on-prem, or in the cloud. Open source. 2026-01-20T22:43:09Z
80 MedicalGPT 4628 670 Python 53 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。 2026-01-18T10:35:09Z
81 obsidian-smart-connections 4482 272 JavaScript 448 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 2026-01-17T23:08:25Z
82 gpustack 4400 447 Python 402 Performance-Optimized AI Inference on Your GPUs. Unlock it by selecting and tuning the optimal inference engine for your model. 2026-01-21T01:39:39Z
83 casibase 4396 523 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 2026-01-20T13:40:30Z
84 tiny-universe 4366 434 Jupyter Notebook 9 《大模型白盒子构建指南》:一个全手搓的Tiny-Universe 2025-12-02T06:12:39Z
85 GPT-4-LLM 4342 306 HTML 13 Instruction Tuning with GPT-4 2023-06-11T13:40:30Z
86 llama-stack-apps 4288 643 None 20 Agentic components of the Llama Stack APIs 2025-08-05T14:49:58Z
87 llama_cloud_services 4229 469 TypeScript 334 Knowledge Agents and Management in the Cloud 2026-01-18T22:43:50Z
88 g1 4218 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 4162 337 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 4146 409 Shell 9 High-speed download of LLaMA, Facebook’s 65B parameter GPT model 2023-06-28T16:56:55Z
91 Chinese-Vicuna 4141 412 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 3984 689 Python 21 Set of tools to assess and improve LLM security. 2026-01-19T22:02:58Z
93 llms-from-scratch-cn 3919 533 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 3854 295 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. 2026-01-21T04:10:39Z
95 langroid 3847 351 Python 48 Harness LLMs with Multi-Agent Programming 2026-01-16T15:17:14Z
96 zero_nlp 3761 447 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 3679 304 Python 150 Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs 2025-05-21T17:40:25Z
98 ClaraVerse 3668 410 TypeScript 61 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. 2026-01-05T08:39:35Z
99 shimmy 3542 263 Rust 23 ⚡ 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
100 higgsfield 3528 587 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