Stable Diffusion XL (SDXL) can also use textual inversion vectors for inference. In contrast to Stable Diffusion 1 and 2, SDXL has two text encoders so you'll need two textual inversion embeddings - one for each text encoder model.  
Let's download the SDXL textual inversion embeddings and have a closer look at it's structure:  
```py
from huggingface_hub import hf_hub_download
from safetensors.torch import load_file