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GPT 项目 | GPT Project

项目简介 | Project Overview

本项目旨在上传并整理与 GPT 系列论文和 GPT2 源代码相关的学习材料。通过本项目,你可以了解到 GPT 模型的工作原理、相关研究文献,以及 GPT2 模型的具体实现代码。

This project is designed to upload and organize study materials related to the GPT series of papers and the GPT2 source code. Through this project, you can learn about how GPT models work, review related research papers, and explore the implementation of the GPT2 model.

目录 | Table of Contents

背景介绍 | Background

GPT(Generative Pre-trained Transformer)是由 OpenAI 提出的语言生成模型,它利用大量未标注的数据进行预训练,然后通过微调完成各种自然语言处理任务。本项目的目标是对 GPT 系列模型的相关论文进行整理,并深入研究其源代码的实现。

GPT (Generative Pre-trained Transformer) is a language generation model proposed by OpenAI. It utilizes large amounts of unlabeled data for pre-training, and then it can be fine-tuned for various natural language processing tasks. The goal of this project is to organize the relevant GPT series papers and dive deep into the source code implementation.

项目结构 | Project Structure

GPT/
│
├── GPT.pdf                # GPT 系列论文和相关资料
├── modeling_gpt2.py       # GPT2 模型源代码
└── README.md              # 项目说明文件
  • papers/: 存放 GPT 系列的学术论文和技术文献。
  • src/: 包含 GPT2 模型的实现代码。
  • experiments/: 保存实验的结果和数据分析。
  • README.md: 项目说明文件,提供使用说明及项目结构概览。
GPT/
│
├── GPT.pdf                # GPT series papers and related 
├── modeling_gpt2.py       # GPT2 model source code
└── README.md              # Project description
  • papers/: Contains academic papers and technical documents on the GPT series.
  • src/: Contains the implementation code for the GPT2 model.
  • experiments/: Stores experimental results and data analysis.
  • README.md: The project description file that provides usage instructions and an overview of the project structure.

使用方法 | Usage

  1. 克隆此仓库:

    git clone https://github.com/Mac-Huang/GPT.git
    cd GPT
  2. 查看 GPT 系列论文和解释:

    GPT.pdf
  3. 查看 GPT2 源代码:

    modeling_gpt2.py
  4. Clone the repository:

    git clone https://github.com/Mac-Huang/GPT.git
    cd GPT
  5. Explore the GPT series papers and analysis:

    GPT.pdf
  6. GPT2 source code:

    modeling_gpt2.py

贡献指南 | Contributing

欢迎任何对 GPT 研究感兴趣的开发者提出建议或提交代码。如果你有任何改进或新功能的建议,请创建一个新 issue,或者 fork 本仓库并提交一个 pull request。

We welcome contributions from developers who are interested in GPT research. If you have any suggestions for improvements or new features, please open a new issue or fork this repository and submit a pull request.

许可证 | License

本项目遵循 MIT 许可证。详细信息请查看 LICENSE 文件。

This project is licensed under the MIT License. See the LICENSE file for more details.

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