Diffusers How to use lightx2v/Wan2.1-Distill-Models with Diffusers:
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("Wan-AI/Wan2.1-T2V-14B,Wan-AI/Wan2.1-I2V-14B-480P,Wan-AI/Wan2.1-I2V-14B-720P", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("lightx2v/Wan2.1-Distill-Models")
prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k"
image = pipe(prompt).images[0]