Diffusers How to use Deepfocus/newmodel with Diffusers:
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("CompVis/stable-diffusion-v1-4", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("Deepfocus/newmodel")
prompt = "a photo of sks dog"
image = pipe(prompt).images[0] 
