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")
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