Diffusers How to use openskyml/lcm-lora-stable-diffusion-xl 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("openskyml/lcm-lora-stable-diffusion-xl")
prompt = "inspired by coffee, by Edward Armitage, When everything is gone You'll wish you only heard us out Heard us out <lora:pytorch_lora_weights:0.6>"
image = pipe(prompt).images[0]