Diffusers How to use ShuhongZheng/sdxl_cat_w_preserve with Diffusers:
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-xl-base-1.0", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("ShuhongZheng/sdxl_cat_w_preserve")
prompt = "A superhero sks cat wearing red cape is flying through the sky"
image = pipe(prompt).images[0] 
