Diffusers How to use kabachuha/ltx2-disguise-drop with Diffusers:
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline
from diffusers.utils import load_image, export_to_video
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("Lightricks/LTX-2", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("kabachuha/ltx2-disguise-drop")
prompt = "Disguise drop. The girl touches the top of her head with her hand and then she fully unzips her skin in two halves slowly pulling the zip with her hand across her body from the top of her head, splitting her face, to the waist to reveal a smug anime style anime girl. She throws away the previous unzipped skin."
input_image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/guitar-man.png")
image = pipe(image=input_image, prompt=prompt).frames[0]
export_to_video(output, "output.mp4") 
