You're now ready to launch the training script! 🚀  
For this guide, you'll download some images of a [dog](https://huggingface.co/datasets/diffusers/dog-example) and store them in a directory. But remember, you can create and use your own dataset if you want (see the [Create a dataset for training](create_dataset) guide).  
```py
from huggingface_hub import snapshot_download