Diffusers How to use soiz1/shirakami-hubuki-diffusion with Diffusers:
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("sd-next-diffusers/stable-diffusion-xl-base-1.0-vae-fix", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("soiz1/shirakami-hubuki-diffusion")
prompt = "sks"
image = pipe(prompt).images[0]