add Wan#240
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- align Wan model type hints, docstrings, comments, and naming with diffusers - refactor Wan transformer, text encoder, and VAE loading through shared pipeline helpers - simplify Wan pipeline callback, scheduler, CFG, and denoising helper behavior - add Wan pipelines to the built-in registry - update Wan tests and rename the VACE test for Wan 2.1
- load Wan examples and tests through DiffSynthEngine.from_pretrained - keep Wan pipeline components in eval mode and preserve fp32 module loading - align Wan timestep and CFG noise prediction dtypes with diffusers - fix CFG-parallel noise prediction shapes and add CFG-parallel tests - refresh Wan expected video outputs
- pass Wan flow shift through pipeline config - simplify Wan CFG noise prediction inputs - avoid direct engine.pipeline access in examples and tests - run Wan tests with CFG parallel and Ulysses parallelism - remove duplicate Wan CFG-parallel test files
use local attention for Wan cross attention and Animate face adapter unshard hidden states around Animate face adapter under sequence parallel remove Wan gradient checkpointing branches
akaitsuki-ii
approved these changes
Jul 3, 2026
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