Diffusers How to use harrydawitch/exterior-lora-functionality-model 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("harrydawitch/exterior-lora-functionality-model")
prompt = " ((Apartment Complex)), ((masterpiece)), ((best quality)), outdoors, tree, sky, city, car, road, lamppost, street, real world location, ((multiple buildings)),"
image = pipe(prompt).images[0] 
.png){kind=link}
.png?download=true){kind=link}