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Transformer Chatbot

Project Overview

This project aims to develop a chatbot using a Transformer model. It involves training a Transformer on conversational data and setting up an interactive chat interface.

Project Structure

transformer-chatbot/
│
├── data/
│   ├── raw_data/
│   ├── processed_data/
│   └── tokenizer/
│
├── models/
│   ├── transformer/
│   └── pretrained/
│
├── src/
│   ├── __init__.py
│   ├── train.py
│   ├── chat.py
│   ├── preprocess.py
│   └── utils.py
│
├── notebooks/
│
├── requirements.txt
│
└── README.md

Setup

  1. Clone the repository:
    git clone <repository-url>
    
  2. Install dependencies:
    pip install -r requirements.txt
    

Usage

  • Run python src/train.py to train the model.
  • Run python src/chat.py to start the chatbot interface.
  • Use the Jupyter notebooks in the notebooks/ directory for exploratory data analysis and testing.

Contributing

Contributions to the project are welcome. Please follow the standard pull request process to make changes.

License

MIT License

Contact

For any queries, please contact me.

pygpt's People

Contributors

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Watchers

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