Diffusers How to use AlayaLab/AlayaWorld-v1.1-stage3 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("fill-in-base-model", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("AlayaLab/AlayaWorld-v1.1-stage3")
prompt = "A man with short gray hair plays a red electric guitar."
input_image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/guitar-man.png")
output = pipe(image=input_image, prompt=prompt).frames[0]
export_to_video(output, "output.mp4") 
