import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("rzgar/Wan2.2-I2V-Weak-ID", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("98sd7fc9sdf/doggystyle1")
prompt = "-"
image = pipe(prompt).images[0]