🧠 LLM 大模型
TOP 35 优质项目 · GitHub 数据
| 项目 | 简介 | ⭐ Stars |
|---|---|---|
| mlabonne/llm-course | Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. | ⭐ 77,828 |
| Hannibal046/Awesome-LLM | Awesome-LLM: a curated list of Large Language Model | ⭐ 26,598 |
| sgl-project/sglang | SGLang is a high-performance serving framework for large language models and multimodal models. | ⭐ 25,447 |
| HandsOnLLM/Hands-On-Large-Language-… | Official code repo for the O’Reilly Book – “Hands-On Large Language Models” | ⭐ 24,823 |
| yamadashy/repomix | 📦 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. | ⭐ 23,092 |
| QwenLM/Qwen | The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud. | ⭐ 20,921 |
| NVIDIA/TensorRT-LLM | TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT LLM also contains components to create Python and C++ runtimes that orchestrate the inference execution in a performant way. | ⭐ 13,284 |
| GreyDGL/PentestGPT | Automated Penetration Testing Agentic Framework Powered by Large Language Models | ⭐ 12,409 |
| RUCAIBox/LLMSurvey | The official GitHub page for the survey paper “A Survey of Large Language Models”. | ⭐ 12,139 |
| TheR1D/shell_gpt | A command-line productivity tool powered by AI large language models like GPT-5, will help you accomplish your tasks faster and more efficiently. | ⭐ 11,938 |
| simonw/llm | Access large language models from the command-line | ⭐ 11,531 |
| FMInference/FlexLLMGen | Running large language models on a single GPU for throughput-oriented scenarios. | ⭐ 9,376 |
| Tiiny-AI/PowerInfer | High-speed Large Language Model Serving for Local Deployment | ⭐ 9,253 |
| WooooDyy/LLM-Agent-Paper-List | The paper list of the 86-page SCIS cover paper “The Rise and Potential of Large Language Model Based Agents: A Survey” by Zhiheng Xi et al. | ⭐ 8,101 |
| bitsandbytes-foundation/bitsandbytes | Accessible large language models via k-bit quantization for PyTorch. | ⭐ 8,098 |
| NirDiamant/Prompt_Engineering | This repository offers a comprehensive collection of tutorials and implementations for Prompt Engineering techniques, ranging from fundamental concepts to advanced strategies. It serves as an essential resource for mastering the art of effectively communicating with and leveraging large language models in AI applications. | ⭐ 7,361 |
| arcee-ai/mergekit | Tools for merging pretrained large language models. | ⭐ 6,946 |
| guardrails-ai/guardrails | Adding guardrails to large language models. | ⭐ 6,633 |
| albertan017/LLM4Decompile | Reverse Engineering: Decompiling Binary Code with Large Language Models | ⭐ 6,472 |
| josStorer/RWKV-Runner | A RWKV management and startup tool, full automation, only 8MB. And provides an interface compatible with the OpenAI API. RWKV is a large language model that is fully open source and available for commercial use. | ⭐ 6,287 |
| rustformers/llm | [Unmaintained, see README] An ecosystem of Rust libraries for working with large language models | ⭐ 6,153 |
| princeton-nlp/tree-of-thought-llm | [NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models | ⭐ 5,900 |
| SCIR-HI/Huatuo-Llama-Med-Chinese | 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 | ⭐ 4,958 |
| SylphAI-Inc/LLM-engineer-handbook | A curated list of Large Language Model resources, covering model training, serving, fine-tuning, and building LLM applications. | ⭐ 4,855 |
| u14app/deep-research | Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server. | ⭐ 4,552 |
| luban-agi/Awesome-AIGC-Tutorials | Curated tutorials and resources for Large Language Models, AI Painting, and more. | ⭐ 4,492 |
| GT-RIPL/Awesome-LLM-Robotics | A comprehensive list of papers using large language/multi-modal models for Robotics/RL, including papers, codes, and related websites | ⭐ 4,325 |
| ModelTC/LightLLM | LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance. | ⭐ 3,995 |
| HuaizhengZhang/AI-Infra-from-Zero-t… | 🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys, etc. 🗃️ Llama3, Mistral, etc. 🧑💻 Video Tutorials. | ⭐ 3,843 |
| thu-pacman/chitu | High-performance inference framework for large language models, focusing on efficiency, flexibility, and availability. | ⭐ 3,681 |
| NExT-GPT/NExT-GPT | Code and models for ICML 2024 paper, NExT-GPT: Any-to-Any Multimodal Large Language Model | ⭐ 3,619 |
| eosphoros-ai/Awesome-Text2SQL | Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more. | ⭐ 3,571 |
| MiniMax-AI/MiniMax-01 | The official repo of MiniMax-Text-01 and MiniMax-VL-01, large-language-model & vision-language-model based on Linear Attention | ⭐ 3,389 |
| microsoft/lida | Automatic Generation of Visualizations and Infographics using Large Language Models | ⭐ 3,238 |
| Kedreamix/Linly-Talker | Digital Avatar Conversational System – Linly-Talker. 😄✨ Linly-Talker is an intelligent AI system that combines large language models (LLMs) with visual models to create a novel human-AI interaction method. 🤝🤖 It integrates various technologies like Whisper, Linly, Microsoft Speech Services, and SadTalker talking head generation system. 🌟🔬 | ⭐ 3,228 |
数据来源：GitHub · 更新于 2026-04-06 03:03:25