This guide will explore the [train_instruct_pix2pix.py](https://github.com/huggingface/diffusers/blob/main/examples/instruct_pix2pix/train_instruct_pix2pix.py) training script to help you become familiar with it, and how you can adapt it for your own use case.  
Before running the script, make sure you install the library from source:  
```bash
git clone https://github.com/huggingface/diffusers
cd diffusers
pip install .
```