Please read the topic category description to understand what this is all about
Fine-tune an autoregressive Transformer model on the transcripts of your favourite TV show to generate new episodes!
A decoder-based Transformer model would be well suited for this task. You can find these models under the
Text Generation models filter on the Hub, and the following would be a good place to start from:
You can usually find the transcripts for TV shows with a quick Google search. For example:
- here are the transcripts for the popular Rick and Morty series.
- here are the transcripts for the The Simpsons series
The transcripts are unlikely to come in a ready-to-use format for language modeling, so some data wrangling will be needed.
- Create a Streamlit or Gradio app on Spaces that allows people to generate their own TV scripts from an input prompt.
- Don’t forget to push all your models and datasets to the Hub so others can build on them!