<Tip warning={true}>  
A full training run takes ~1 hour on a single V100 GPU.  
</Tip>  
One more thing before you launch the script. If you're interested in following along with the training process, you can periodically save generated images as training progresses. Add the following parameters to the training command:  
```bash
--validation_prompt="A <cat-toy> train"
--num_validation_images=4
--validation_steps=100
```  
<hfoptions id="training-inference">
<hfoption id="PyTorch">  
```bash