Let's first install all the required libraries.  
```bash
!pip install -q transformers accelerate peft diffusers
```  
Now, load a pipeline with a [Stable Diffusion XL (SDXL)](../api/pipelines/stable_diffusion/stable_diffusion_xl) checkpoint:  
```python
from diffusers import DiffusionPipeline
import torch