Diffusers How to use crystalwizard/surreal-fantasy 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-3.5-large", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("crystalwizard/surreal-fantasy")
prompt = "<lora:surreal-fantasy-lora.safetensors:1.0>, Cute Gross cabbage patch doll in suspenders with a slimy snot wad oozing from its nose sitting on a huge pile of trash with flies in a junkyard"
image = pipe(prompt).images[0] 
