Diffusers How to use kabachuha/ltx23-pop 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-2.3", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("kabachuha/ltx23-pop")
prompt = "POP! The girl in her blue stretching overalls inflates and explodes into a shower of confetti-like fabric scraps, leaving the surroundings covered in colorful remnants. There is nothing left of her popped body, the camera shows now empty 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") 
