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…-Hypercomputer#311) - Rename VaceWanPipeline to VaceWanPipeline2_1. - Make VaceWanPipeline2_1 inherit from WanPipeline2_1. - Remove calls to self.transformer2. This change aligns the class with the WanPipeline naming structure and resolves an initialization bug when using the from_pretrained method.
…puter#312) - ubuntu-20.04 has been deprecated - using ubuntu-latest for robustness
* Fix formatting with pyink * Update Python and pyink version to be aligned with code_style.sh
…puter#299) * add flash attn te support for wan * add gpu optimized sharding parallelism * sharding bugfixes * generalize across sharding parallelisms * fix issue with inference using fsdp + te flash attention * revert fsdp_tpu name change * update readme with wan2.1 gpu notes * re-order parallelism axes and revert dynamic context parallel axes selection * remove unused max_utils imports * change mesh names to more accurately reflect sharding * cleanup * fix lint errors * update configs for unit tests. --------- Co-authored-by: Juan Acevedo <juancevedo@gmail.com>
…#313) * sharding before call to vae encoder * sharding before call to vae encoder * ruff check * pyink checks * pyink check
In AI-Hypercomputer#306 the return of WanTimeTextImageEmbedding was modified to include a 5th element. This refactors the call in WanVACEModel to comply with the new interface
* fp8 bug * format * unit test * unit test
…#316) * Adding check for batch size divisibility before sharding video condition tensor * pyink checks * Removed unused var * Moving commit retrieval to before JAX setup init * fix * replaced boundary_timestep with ratio in wan2.2 t2v * replaced boundary_timestep with ratio in wan2.2 t2v
AI-Hypercomputer#322) * Move the top level 'tests/' into `src/maxdiffusion/tests/` as a legacy * Format by pyink
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