Diffusers How to use kabachuha/ltx2-cakeify 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-cakeify")
prompt = "The video opens on a cake. A knife, held by a hand, is coming into frame and hovering over the cake. The knife then begins cutting into the cake to c4k3 cakeify it. As the knife slices the cake open, the inside of the cake is revealed to be cake with chocolate layers. The knife cuts through and the contents of the cake are revealed. Greek music playing in the background."
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") 
