<Tip warning={true}>  
The text-to-image script is experimental, and it's easy to overfit and run into issues like catastrophic forgetting. Try exploring different hyperparameters to get the best results on your dataset.  
</Tip>  
Text-to-image models like Stable Diffusion are conditioned to generate images given a text prompt.