Diffusers How to use joortif/dogs-stable-diffusion-v2 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-2", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("joortif/dogs-stable-diffusion-v2")
prompt = "a photo of a dog"
image = pipe(prompt).images[0] 
