Diffusers How to use lora-library/hu-tao-hat 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-2-1-base", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("lora-library/hu-tao-hat")
prompt = "black hat, hat ornament, flower hat"
image = pipe(prompt).images[0] 
