* Add FastWAM policy
* Add FastWAM policy review updates
* big refactor to use models from diffusers and transformers
* changing reproducable results
* preparing for training adding some temporary debug code aswell to visualize model output
* re-parenting of some layers to enable proper zero-3 FSDP
* linting
* small fix for the preprocessor and padded images
* removing some preprocessors
* removing temporary debug code
* cleaning up
* updating uv lock after rebasing
* adding lazy imports
* linting
* fixing stale assertion
* make tokenizer/text-encoder model ids configurable + some nits
* moving and renaming files to have a cleaner file tree
* removed asserts from the model, added guard instead and completely removed useless asserts
* cleaning up imports
* removing is_main_process and custom logging logic
* removing unused / stale attention path, removing some of the stale forwards within wan/models
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Co-authored-by: ZibinDong <zibindong@outlook.com>
Co-authored-by: Steven Palma <imstevenpmwork@ieee.org>