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Starred repositories

26 stars written in Jupyter Notebook
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21 Lessons, Get Started Building with Generative AI

Jupyter Notebook 101,456 53,833 Updated Nov 3, 2025

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

Jupyter Notebook 78,092 11,529 Updated Nov 6, 2025

🔊 Text-Prompted Generative Audio Model

Jupyter Notebook 38,661 4,650 Updated Aug 19, 2024

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 22,055 2,647 Updated Jun 12, 2025

📚 从零开始的大语言模型原理与实践教程

Jupyter Notebook 21,070 1,862 Updated Nov 7, 2025

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

Jupyter Notebook 19,159 5,436 Updated Oct 14, 2021

A collection of various deep learning architectures, models, and tips

Jupyter Notebook 17,290 4,083 Updated Feb 8, 2024

llama3 implementation one matrix multiplication at a time

Jupyter Notebook 15,194 1,291 Updated May 23, 2024

Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI

Jupyter Notebook 11,983 3,494 Updated Nov 6, 2025

[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)

Jupyter Notebook 11,059 1,582 Updated Feb 12, 2025

本项目是一个面向小白开发者的大模型应用开发教程,在线阅读地址:https://datawhalechina.github.io/llm-universe/

Jupyter Notebook 10,649 1,118 Updated Oct 2, 2025

《动手学大模型Dive into LLMs》系列编程实践教程

Jupyter Notebook 9,571 962 Updated Oct 10, 2025

this repository accompanies the book "Grokking Deep Learning"

Jupyter Notebook 7,652 1,622 Updated Jun 1, 2024

《Pytorch实用教程》(第二版)无论是零基础入门,还是CV、NLP、LLM项目应用,或是进阶工程化部署落地,在这里都有。相信在本书的帮助下,读者将能够轻松掌握 PyTorch 的使用,成为一名优秀的深度学习工程师。

Jupyter Notebook 4,216 462 Updated Jan 27, 2025

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

Jupyter Notebook 3,705 509 Updated Aug 15, 2024

Notes about courses Dive into Deep Learning by Mu Li

Jupyter Notebook 3,696 583 Updated Apr 11, 2023

深度学习100例、深度学习DL、图片分类、目标识别、目标检测、自然语言处理nlp、文本分类、TensorFlow、PyTorch

Jupyter Notebook 2,676 431 Updated Sep 22, 2025

Machine Learning Journal for Intermediate to Advanced Topics.

Jupyter Notebook 2,225 242 Updated Sep 8, 2025

Practice to LLM.

Jupyter Notebook 2,022 282 Updated Sep 28, 2025

本仓库将PyTorch官方书籍《Deep learning with PyTorch》(基本摘录版)翻译成中文版并给出可运行的相关代码。

Jupyter Notebook 1,236 257 Updated Nov 25, 2020

chinese translation of llm-course

Jupyter Notebook 275 28 Updated Apr 3, 2024

本项目旨在系统整理与分享大语言模型(LLM)相关的核心知识、面试内容、实际应用场景及部署技巧。内容涵盖从基础概念、主流模型对比、Prompt 设计、模型微调到工程部署的完整流程,帮助开发者、研究者以及求职者高效掌握大模型领域的关键能力。

Jupyter Notebook 59 7 Updated Oct 28, 2025

使用路线图和 Colab 笔记本进入大型语言模型 (LLM) 的课程。

Jupyter Notebook 33 4 Updated Oct 14, 2024

本项目是一个基于 PyTorch 的深度学习基础框架,旨在帮助用户快速实现自己的训练模型。通过替换数据集和数据预处理等模块,用户可以专注于模型开发和实验,而无需花费大量时间在基础功能的实现上。

Jupyter Notebook 10 4 Updated Apr 16, 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 1 Updated Jun 12, 2025

《动手学大模型Dive into LLMs》系列编程实践教程

Jupyter Notebook 1 Updated Jul 4, 2025