Diffusers How to use Remade-AI/Tornado with Diffusers:
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline
from diffusers.utils import export_to_video
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("Wan-AI/Wan2.1-T2V-14B", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("Remade-AI/Tornado")
prompt = "A giant spaghetti-filled t0r54d0 tornado swirls through an empty city street, sending noodles and tomato sauce flying in all directions. A lone meatball rolls past in the foreground as the storm intensifies."
output = pipe(prompt=prompt).frames[0]
export_to_video(output, "output.mp4") 
