Diffusers How to use joyfox/wan21_i2v_480P_smoke_change_clothes_lora 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/Wan2.1-I2V-14B-480P", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("joyfox/wan21_i2v_480P_smoke_change_clothes_lora")
prompt = "ywbz，烟雾特效变装，随后这个女人的服装伴随烟雾特效着变成的黑色兔女郎套装，紧身胸衣，蝴蝶结。头部保持不变，头顶出现一对兔耳朵装饰，最后这个女人对着镜头微笑并单手叉腰。"
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") 
