Diffusers How to use joyfox/Wan2.2-I2V-KungFu 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("Wan-AI/Wan2.2-I2V-A14B", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("joyfox/Wan2.2-I2V-KungFu")
prompt = "一个小孩双脚直立，双臂灵活张开，时而抬手，然后转身朝向左边，时而踢腿，做着一系列打拳动作，wugong"
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") 
