Diffusers How to use XGGNet/lora-sdxl-dog 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("XGGNet/lora-sdxl-dog")
prompt = "a sbu dog in a bucket"
image = pipe(prompt).images[0]