Hey @ColinPM,
The Inference toolkit supports 0 code deployments for transformers pipelines currently there is no text-to-image pipeline support.
So to get your model working you need to create a inference.py similar to the one here: notebooks/sagemaker-notebook.ipynb at main · huggingface/notebooks · GitHub