Fine-Tune GPT2 for English Rap

GPT2 for English Rap

For this project, I propose to use a pretrained GPT2 model in English and fine-tune it to learn to English rap.

Model

A GPT2 model, pretrained in English can be found here: gpt2 · Hugging Face

Datasets

The model can be fine-tuned on a variety of publicly available lyrics of rap songs. The team can choose whatever lyrics they like.

Available training scripts

A training script to fine-tune a GPT2 model in Flax is available here

(Optional) Desired project outcome

The desired project output is a GPT2 model that can drop bars. Ideally the model is able to generate a whole rap song.

(Optional) Challenges

It might be difficult to find enough data and to homogenize it well.

(Optional) Links to read upon

There are some nice articles on GPT2 models that can rap:

1 Like

This is very interesting! I would like to work on it.

Awesome 2 is enough - finalizing this project :slight_smile:

hello @Cropinky are you on discord? I would like to contact you

1 Like

I know I am late, I am interested in this project. is it possible to add my name to this project?

1 Like

adding you!

Thank You !!!

Team , please let me know the plan of action.