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A high-throughput and memory-efficient inference and serving engine for LLMs

Python 47,018 7,335 Updated May 10, 2025

DeepEP: an efficient expert-parallel communication library

Cuda 7,611 753 Updated May 8, 2025

Production-tested AI infrastructure tools for efficient AGI development and community-driven innovation

7,758 276 Updated Apr 14, 2025

My learning notes/codes for ML SYS.

Python 2,109 128 Updated May 9, 2025

A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.

63,538 7,963 Updated May 4, 2025

基于《cuda编程-基础与实践》(樊哲勇 著)的cuda学习之路。

Cuda 308 65 Updated Jan 15, 2024

ring-attention experiments

Python 141 11 Updated Oct 17, 2024

Class of High Performance Computing taken at U.T.P 2017

Jupyter Notebook 56 12 Updated Oct 11, 2017

LLM training in simple, raw C/CUDA

Cuda 26,561 3,055 Updated May 10, 2025

Material for gpu-mode lectures

Jupyter Notebook 4,387 444 Updated Feb 9, 2025

📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA/Tensor Cores Kernels, HGEMM, FA-2 MMA etc.🔥

Cuda 4,103 440 Updated May 10, 2025

校招、秋招、春招、实习好项目!带你从零实现一个高性能的深度学习推理库,支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library step by step

C++ 2,911 328 Updated Oct 26, 2024

🤖 Assemble, configure, and deploy autonomous AI Agents in your browser.

TypeScript 34,027 9,406 Updated Apr 29, 2025

This project is mainly for collecting open-source projects related to AI Agent infrastructure. In our daily work, we often come across some great and creative open-source projects, but they are eas…

35 4 Updated Nov 30, 2024

A programming framework for agentic AI 🤖 PyPi: autogen-agentchat Discord: https://aka.ms/autogen-discord Office Hour: https://aka.ms/autogen-officehour

Python 44,283 6,675 Updated May 10, 2025

🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

Python 55,456 6,595 Updated Mar 31, 2025

面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版

Jupyter Notebook 19,322 2,332 Updated Feb 25, 2025

主要记录大语言大模型(LLMs) 算法(应用)工程师相关的知识及面试题

HTML 7,330 807 Updated Apr 30, 2025

本项目旨在分享大模型相关技术原理以及实战经验(大模型工程化、大模型应用落地)

HTML 17,191 2,012 Updated May 1, 2025

Benchmarking large language models' complex reasoning ability with chain-of-thought prompting

Jupyter Notebook 2,724 140 Updated Aug 4, 2024

王道考研机试指南(第二版) 例题代码

C++ 421 110 Updated Apr 17, 2022

Solve puzzles. Learn CUDA.

Jupyter Notebook 10,964 847 Updated Sep 1, 2024

AIInfra(AI 基础设施)指AI系统从底层芯片等硬件,到上层软件栈支持AI大模型训练和推理。

Python 2,405 322 Updated May 9, 2025

AISystem 主要是指AI系统,包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术

Jupyter Notebook 13,511 1,937 Updated May 7, 2025

《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调(全参数/Lora)、部署国内外开源大模型(LLM)/多模态大模型(MLLM)教程

Jupyter Notebook 15,358 1,727 Updated May 8, 2025

A distributed, fast open-source graph database featuring horizontal scalability and high availability

C++ 11,319 1,233 Updated Mar 19, 2025

Awesome-LLM: a curated list of Large Language Model

23,120 1,926 Updated May 9, 2025

ChatGPT 中文指南🔥,ChatGPT 中文调教指南,指令指南,应用开发指南,精选资源清单,更好的使用 chatGPT 让你的生产力 up up up! 🚀

Python 11,122 923 Updated Nov 5, 2024
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