arjunprakash027/shakes_ai

Shakes AI is a small language model developed by me, trained on around 1 million lines of text data containing Shakespearean literature. This model has the capability to generate Shakespearean sonnets, that match the rhyme and meter patterns of the original works, while also providing a unique and creative touch to the generated poems

screen-recorder-mon-jan-30-2023-22-11-41.mp4

Shakes AI

Shakes AI is a small language model developed by me, trained on around 1 million lines of text data containing Shakespearean literature. This model has the capability to generate Shakespearean sonnets, that match the rhyme and meter patterns of the original works, while also providing a unique and creative touch to the generated poems

Table of contents

• Quick start
• Status
• What's included
• Contributing
• Creators
• Thanks

Quick start

This program on runs on flask to run this program on flask:

• Install git on local computer
• go to cmd and type git clone https://github.com/arjunprakash027/shakes_ai
• cd shakes_ai
• pip install -r requirements.txt
• flask run
• The app should have started on localhost:8000

Status

This website is not hosted on internet as it demands more power and resources than those provided in free tier training code -> https://colab.research.google.com/drive/1xnic0WyrvaYnvr-2-34dYqpz5jTL00Ca?usp=sharing

What's included

shakes_ai/
└── templates/
    │   ├── home.html
    │  
    ├── app.py  (this runs the flask server)
    └── requirements.py
    └── use_model.py  (has the program that loads the language model)
    └── training_checkpoints/
        ├── checkpoint
        ├── ckpt_500.data (the trained language model)
        ├── ckpt_500.index

Contributing

Please free feel to contribute to this project

Training code -> https://colab.research.google.com/drive/1xnic0WyrvaYnvr-2-34dYqpz5jTL00Ca?usp=sharing

Creators

Creator 1

• https://github.com/arjunprakash027

Thanks

Hope you liked my project....would love to connect