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@kijai kijai commented Nov 28, 2025

Main features and bugfixes:

  • Fixes channel dim cond_concat slicing for models such as Wan I2V, HunyuanVideo 1.5
  • Adds option to use Freenoise
  • Adds support for HuMo audio

Experimental features (disabled for now):

  • Adds option to retain channel conds from first window, needed for models that always expect positional conditioning, ie. Wan I2V
  • Adds option to split combined conds between multiple windows, enabling rudimentary prompt travel, and when combined with above option, multiple I2V input images as well.

@kijai kijai changed the title Contextwindows Context windows fixes and features Nov 28, 2025
@Kosinkadink Kosinkadink added the Core Core team dependency label Dec 3, 2025
Kosinkadink and others added 9 commits December 5, 2025 19:13
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.
Refactor Freenoise function. And fix batch handling as timesteps seem to be expanded to batch size now.
So that  the Freenoise and bugfixes can be merged first
@Kosinkadink Kosinkadink marked this pull request as ready for review December 5, 2025 20:06
@Kosinkadink Kosinkadink self-requested a review December 5, 2025 20:16
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Looks good, I only did minimal testing and I didn't test all the functionality across the diff models but since this is a feature that does not impact everyone and resolves a bunch of bugs/limitations, I will merge as is and we can get more feedback from users.

@Kosinkadink Kosinkadink merged commit 79d17ba into comfyanonymous:master Dec 5, 2025
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3 participants