A Streamlit web app that generates Rick and Morty stories using GPT2.

Last update: Oct 13, 2022

Overview

Rick and Morty Story Generator

This project uses a pre-trained GPT2 model, which was fine-tuned on Rick and Morty transcripts, to generate new stories in the form of a dialog. The project uses Hugging Face's Transformers library to do inference and Streamlit for the application.

Try out the demo to generate fun stories or read the blog post on how to create your own story generator.

Fine-tuning a custom model

You can fine-tune your own model using Google Colab

Setup

This repository has only been tested with Python 3.7.

Install the dependencies in a virtual environment:

python3.7 -m venv venv
source venv/bin/activate
pip install --upgrade pip setuptools
pip install -r requirements.txt

On the first run, the app will download the pre-trained model from Hugging Face's Model Hub or you can supply your own custom model in the load_model() function. To start the application, simply run:

streamlit run app.py

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Comments

Train using paragraphs of Story and then predict future?

Hello thanks for this awesome repo, I am wondering if it is possible to predict future events based on the past events of a story?

like instead of input the whole conversation using characters, we can able to input the whole story and then able to predict the future?

opened by krigeta 4

Owner

₸ornike

Computational Linguistics | NLP | Machine Learning

GitHub https://share.streamlit.io/e-tony/story_generator/main/app.py

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A Streamlit web app that generates Rick and Morty stories using GPT2.

Related tags

Overview

Rick and Morty Story Generator

Fine-tuning a custom model

Setup

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A Streamlit web app that generates Rick and Morty stories using GPT2.

Related tags

Overview

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Fine-tuning a custom model

Setup

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Comments

Train using paragraphs of Story and then predict future?

Owner

₸ornike

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