Diffusers How to use crystalwizard/Surreal-abstractions 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-abstractions")
prompt = "surreal-heads a girl walking a dog"
image = pipe(prompt).images[0] 
