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]
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