Jukka Seppänen 79d17ba233 Context windows fixes and features (#10975) ...

* Apply cond slice fix

* Add FreeNoise

* Update context_windows.py

* Add option to retain condition by indexes for each window

This allows for example Wan/HunyuanVideo image to video to "work" by using the initial start frame for each window, otherwise windows beyond first will be pure T2V generations.

* Update context_windows.py

* Allow splitting multiple conds into different windows

* Add handling for audio_embed

* whitespace

* Allow freenoise to work on other dims, handle 4D batch timestep

Refactor Freenoise function. And fix batch handling as timesteps seem to be expanded to batch size now.

* Disable experimental options for now

So that  the Freenoise and bugfixes can be merged first

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Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
Co-authored-by: ozbayb <17261091+ozbayb@users.noreply.github.com>

2025-12-05 12:42:46 -08:00

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