How to use KappaNeuro/surreal-collage 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("KappaNeuro/surreal-collage") prompt = "Surreal Collage - high contrast surreal collage with very contrast colors and details" image = pipe(prompt).images[0]
