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implement ALIGNVID: TRAINING-FREE ATTENTION SCALING
FOR SEMANTIC FIDELITY IN TEXT-GUIDED IMAGETO-VIDEO GENERATION(https://www.arxiv.org/pdf/2512.01334)

BossunWang and others added 30 commits December 19, 2025 14:00
Can just re-use FantasyPortrait for basic usage
The offset was a bit wrong
commit fd32b14
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Tue Dec 23 02:02:31 2025 +0200

    Clean prints

commit 1776695
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Tue Dec 23 01:48:12 2025 +0200

    Update nodes_model_loading.py

commit ef36204
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Tue Dec 23 01:35:08 2025 +0200

    Reduce peak VRAM use

commit c6f32c1
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Dec 22 23:53:41 2025 +0200

    Norm dtype

commit 6d4a0f6
Merge: e7e0006 3e45021
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Dec 22 22:11:38 2025 +0200

    Merge branch 'main' into longcat_avatar

commit e7e0006
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Dec 22 00:43:01 2025 +0200

    Update nodes_sampler.py

commit eb5ec26
Merge: 7c0ba84 fed3b22
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Dec 22 00:42:53 2025 +0200

    Merge branch 'main' into longcat_avatar

commit 7c0ba84
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sun Dec 21 23:00:43 2025 +0200

    remove prints

commit 06a8692
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sun Dec 21 22:53:25 2025 +0200

    Fix ref latent

    oops

commit dca3106
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Dec 20 18:46:32 2025 +0200

    Expose more options, make vid2vid easier

commit 175418b
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Dec 20 03:15:24 2025 +0200

    Create LongCatAvatar_testing_wip.json

commit 4a6e2d3
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Dec 20 03:14:49 2025 +0200

    Init

# Conflicts:
#	wanvideo/modules/model.py
At least the original StoryMem -LoRAs need this
This was probably too high afterall
Due to lack of use and code maintainability
kijai and others added 25 commits January 5, 2026 09:43
Just visual bug, no effect on anything else
commit fd32b14
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Tue Dec 23 02:02:31 2025 +0200

    Clean prints

commit 1776695
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Tue Dec 23 01:48:12 2025 +0200

    Update nodes_model_loading.py

commit ef36204
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Tue Dec 23 01:35:08 2025 +0200

    Reduce peak VRAM use

commit c6f32c1
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Dec 22 23:53:41 2025 +0200

    Norm dtype

commit 6d4a0f6
Merge: e7e0006 3e45021
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Dec 22 22:11:38 2025 +0200

    Merge branch 'main' into longcat_avatar

commit e7e0006
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Dec 22 00:43:01 2025 +0200

    Update nodes_sampler.py

commit eb5ec26
Merge: 7c0ba84 fed3b22
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Dec 22 00:42:53 2025 +0200

    Merge branch 'main' into longcat_avatar

commit 7c0ba84
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sun Dec 21 23:00:43 2025 +0200

    remove prints

commit 06a8692
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sun Dec 21 22:53:25 2025 +0200

    Fix ref latent

    oops

commit dca3106
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Dec 20 18:46:32 2025 +0200

    Expose more options, make vid2vid easier

commit 175418b
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Dec 20 03:15:24 2025 +0200

    Create LongCatAvatar_testing_wip.json

commit 4a6e2d3
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Dec 20 03:14:49 2025 +0200

    Init

# Conflicts:
#	wanvideo/modules/model.py
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2 participants