The goal of the project would be to fine tune GPT-Neo J 6b on the task of semantic design generation.
The model will learn to transform natural language prompts into geometric descriptions of designs. It will then be deployed in a simple interface that allows for users to immediately see their generated design, creating a semantic generation tool out of Neo.
I already have a dataset of paired annotations-design pairs and have started experimentations with the smaller Neo models as we speak.
Let me know if you’re interested