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Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Jupyter Notebook 77,147 11,376 Updated Oct 29, 2025

《解构大语言模型:从线性回归到通用人工智能》配套代码

Jupyter Notebook 251 48 Updated Oct 21, 2025

Companion webpage to the book "Mathematics For Machine Learning"

Jupyter Notebook 14,675 2,649 Updated Mar 13, 2025

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

Jupyter Notebook 16,941 3,994 Updated Jul 21, 2025

联邦学习系统,包括常用算法和通用训练推理系统框架 | Fedlearn Main System, Including Algorithms and Frameworks for Training / Inference.

Java 77 6 Updated Jan 13, 2022

Universal LLM Deployment Engine with ML Compilation

Python 21,541 1,847 Updated Oct 28, 2025

A re-implementation of the "Red Teaming Language Models with Language Models" paper by Perez et al., 2022

Python 35 3 Updated Oct 9, 2023

<<自己动手写docker>> 源码

Go 2,100 576 Updated Dec 6, 2021

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

Python 18,935 1,877 Updated Jul 15, 2025

计图大模型推理库,具有高性能、配置要求低、中文支持好、可移植等特点

Python 2,429 190 Updated Feb 22, 2025

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、…

Python 76,898 15,043 Updated May 10, 2024

《统计学习方法》的代码实现

Jupyter Notebook 19,495 6,303 Updated Aug 22, 2023

《Machine Learning Systems: Design and Implementation》- Chinese Version

TeX 4,674 475 Updated Apr 13, 2024

《动手学深度学习》习题解答,在线阅读地址如下:

Jupyter Notebook 522 76 Updated Jul 6, 2024

ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型

Python 41,149 5,212 Updated Jun 27, 2024

Python 数学建模算法与应用,笔记与代码,按章节整理

Jupyter Notebook 362 35 Updated Aug 27, 2024

Sample code from Spring in Action 6

Java 557 388 Updated Feb 14, 2024

Example microservice based project written in Go

Go 173 52 Updated Mar 5, 2023

🐧 Linux教程,主要内容:Linux 命令、Linux 系统运维、软件运维、精选常用Shell脚本

Shell 6,386 1,036 Updated Aug 27, 2025

A C++ implementaton of MapReduce without distributed filesystem

C++ 267 86 Updated Jan 22, 2017

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Python 324,664 52,937 Updated May 21, 2025

Tutorial of Muduo network library

C++ 546 181 Updated Oct 21, 2019
C 31 2 Updated Apr 10, 2022

Flare是广泛投产于腾讯广告后台的现代化C++开发框架,包含了基础库、RPC、各种客户端等。主要特点为易用性强、长尾延迟低。

C++ 1,383 207 Updated Jun 4, 2024

实现一个操作系统内核

C 1,896 318 Updated Mar 4, 2023

计算机系统要素-从零开始构建现代计算机

JavaScript 2,826 441 Updated Nov 2, 2024

Kaggle 项目实战(教程) = 文档 + 代码 + 视频

Jupyter Notebook 116 15 Updated Apr 5, 2018

libco is a coroutine library which is widely used in wechat back-end service. It has been running on tens of thousands of machines since 2013.

C++ 8,623 2,131 Updated Mar 7, 2024

必应每日超清壁纸(4K) Bing Daily Wallpaper (4K)

Java 3,136 409 Updated Oct 30, 2025
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