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1import torch
2from diffusers import WanPipeline
3
4pipe = WanPipeline.from_pretrained(
5 "wavespeed/Wan2.1-T2V-14B-Diffusers-fp16", torch_dtype=torch.float16
6).to("cuda")
7
8frames = pipe("a paper boat drifting down a gutter after rain", num_frames=81).frames[0]wavespeed/Wan2.1-T2V-14B-Diffusers-fp16-nf4
— the same baseline with NF4-quantized transformer blocks.