nodes/kijai-ComfyUI-WanVideoWrapper
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kijai 8b037bce2e Squashed commit of the following: 
commit c3eb0f49faf68ab953f1b08b7e00225e041e5d0b
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Tue Dec 9 12:55:49 2025 +0200

    move workflow

commit e129e25c26f9b55b527dd3e9f15c6e3f215af11f
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Tue Dec 9 11:17:17 2025 +0200

    Fix padding

commit f252f34eff5cc15ec6fc475f929cafa3e5b7f46c
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Tue Dec 9 01:38:17 2025 +0200

    Add long video example

commit 09ceab808b67a3b2fb7d1ee5fc0a1ad667739e2a
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Tue Dec 9 01:31:48 2025 +0200

    Support extension

commit 7ca221874e8a2cabfc766c51bb63774fde3c851b
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Dec 8 12:28:29 2025 +0200

    Might as well not even do control pass on uncond...

commit b55caf299e4d89148f5885e8e56bf8e411472dc3
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Dec 8 12:15:59 2025 +0200

    Cfg fixes

commit fd54ba23e6746acb33a8bf124e5bc7de9d947ff1
Merge: 2f97b1b e867e64
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Dec 8 10:39:55 2025 +0200

    Merge branch 'main' into onetoall

commit 2f97b1bd887367962542b9a6058f9f6e3c4ad4d7
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Dec 8 09:32:09 2025 +0200

    Add ref_mask input

commit 74cad232fd35347c50f2ed7465ff13e179ef8402
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Dec 8 03:44:42 2025 +0200

    Update nodes_model_loading.py

commit 01a038eb4a30f29d868fbaef190e6e90da1a058d
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Dec 8 03:11:08 2025 +0200

    Fix indentation

commit a95f4d6eaa4468e818910fec7ba11e1f92423d9b
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Dec 8 02:54:47 2025 +0200

    Update model.py

commit ad006985a1bafdf5941c0fa85a47852eb20a818a
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Dec 8 02:54:19 2025 +0200

    Fix token replace

commit b5f0f44f1720586950756ad142a538e04814270f
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Dec 8 02:50:52 2025 +0200

    Don't use token replace by default

commit 874174ec2921c528a4373097fd0bebbbb5257606
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Dec 8 02:24:47 2025 +0200

    Create WanToAllAnimation_test.json

commit 9e6175855618c94c1bcb89c4b89879219410ce53
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Dec 8 02:23:15 2025 +0200

    Add token replacement

commit 41fd76dfcbf0e70a3a7308a6fa0652fb492ed1f6
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Dec 8 00:45:33 2025 +0200

    Use correct norm for reference attn

commit 705f5dcc8b6cd5fa6fe453f9bd01ffdf43a23078
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Dec 8 00:11:17 2025 +0200

    cleanup

commit 4f095d97f80da807417d49d9aa7e9ee47145c85f
Merge: 3e4e4db 2369cdb
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sun Dec 7 18:44:01 2025 +0200

    Merge branch 'main' into onetoall

commit 3e4e4db35d3e266c39d48cd683f60384a737eca5
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sun Dec 7 00:27:23 2025 +0200

    handle controlnet better

commit c5742552a9af4a3ae208f9c2ead6e1105cc2c348
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Dec 6 17:24:45 2025 +0200

    cleanup

commit c06ff9c06651c32953236802bd7fb385b9cf93ab
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Dec 6 03:41:02 2025 +0200

    3D rope for controlnet

commit 948ea6b783f54892515cbc9cfe66484913904ee7
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Dec 6 03:08:04 2025 +0200

    pose input scaling

commit 90c2eff3b2d30d3a92ff5c27e4327a0ac80b642c
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Dec 6 02:37:48 2025 +0200

    Cleanup

commit 9f7683422c1aa8ebe4d3380a86be98d6c589b270
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Fri Dec 5 23:29:05 2025 +0200

    pose control

commit 0f217be4d8742741b0f89db50138214302a58dc3
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Fri Dec 5 20:55:10 2025 +0200

    Support reference input
 2025-12-09 12:56:11 +02:00
kijai e867e642d4 Fix longcat scheduler 2025-12-08 10:26:38 +02:00
kijai 00971fc121 Don't remove lora in loop sampling offload 2025-12-08 09:43:36 +02:00
Jukka Seppänen 0e81adb843 Fix for HuMo with I2V 2025-12-08 03:17:29 +02:00
kijai 7f9560eb33 Fix mistake in sageattn_ultravico 2025-12-07 19:56:03 +02:00
kijai 2369cdbbe9 Fix prompt splitting 2025-12-07 18:34:21 +02:00
kijai 123c9ca312 Allow HuMo to work with start_image 2025-12-07 18:18:16 +02:00
kijai 2b62866945 Fix SteadyDancer GGUF dtypes 2025-12-06 17:25:57 +02:00
kijai b5415573c5 Update nodes_model_loading.py 2025-12-05 20:55:33 +02:00
kijai 9e005fab90 Fix scaling for light TAE 2025-12-05 14:03:33 +02:00
kijai f85ea5a48a add "empty_frame_pad_image" input to I2V encode node for easier SVI lora use 
This pads the empty frames with the given image, as should be done with SVI-shot and SVI 2.0 LoRAs
 2025-12-05 13:05:35 +02:00
kijai ee1bb5c5c7 Update nodes_utility.py 2025-12-05 12:07:48 +02:00
kijai 041c31fe2e cleanup 2025-12-05 12:01:34 +02:00
kijai 4e7b8dd92c Clearer error on attention mode imports 2025-12-05 02:00:31 +02:00
kijai e2333d0f04 Update nodes_sampler.py 2025-12-04 16:51:30 +02:00
kijai 2dd4c6bf15 Merge branch 'pr/1705' 2025-12-04 16:48:50 +02:00
kijai 9d0a21228b Update nodes_sampler.py 2025-12-04 16:48:23 +02:00
kijai 001bc0e24a Merge branch 'main' of https://github.com/kijai/ComfyUI-WanVideoWrapper 2025-12-04 16:44:29 +02:00
kijai 7189922f36 Update __init__.py 2025-12-04 16:44:18 +02:00
kijai faf9c5927d Merge branch 'pr/1510' 2025-12-04 16:44:02 +02:00
Jukka Seppänen 6c5dc0ba2a Merge pull request #1546 from wzxysf/main 
Enable vae tiling with end frame
 2025-12-04 16:40:29 +02:00
Jukka Seppänen 995804166d Merge pull request #1651 from jamesjjcondon/patch-1 
Refactor data_mean and data_std initialization
 2025-12-04 16:40:05 +02:00
mossmatrix 4e2bf0f1fa Fix device mismatch error with I2V + Lynx embeds 
Fixed RuntimeError when using I2V embeds with Lynx embeds where tensors
were on different devices (cuda:0 and cpu).

The issue occurred because lynx_ref_text_embed["prompt_embeds"] were not
explicitly moved to the GPU device before being passed to the transformer
during Lynx reference buffer extraction.

Changes:
- Move lynx text embeddings to device in both conditional and unconditional
  buffer extraction calls (lines 1114 and 1128)
- Ensures all tensors are on the same device during cross-attention operations
 2025-12-04 00:34:54 -05:00
kijai b06c7d2d6d Add UltraViCo -sage attention mode and refactor some attention code 
https://github.com/thu-ml/DiT-Extrapolation/
 2025-12-03 13:32:45 +02:00
kijai 014e711972 cleanup 2025-12-03 11:09:09 +02:00
kijai c47b1ded69 Apply conv3d workaround to UniAnimate 2025-12-02 15:00:06 +02:00
kijai 7bc45daaf2 Cleanup whitespaces 2025-12-02 14:50:26 +02:00
kijai aebeeb9160 Code cleanup 2025-12-02 14:49:42 +02:00
kijai e60eb995ee version 1.4.0 2025-12-02 00:46:01 +02:00
kijai b9f6c9aa50 Update __init__.py 2025-12-02 00:45:22 +02:00
kijai c1fbc93521 Add ViBTScheduler to use ViBT models 
https://github.com/Yuanshi9815/ViBT/tree/main
 2025-12-02 00:26:50 +02:00
kijai c4ca252fea Fix compiled LoRA application 
Still needs to be unfused
 2025-12-01 20:38:01 +02:00
kijai c4db00609a Use torch.chunk for chunking 2025-12-01 17:39:50 +02:00
kijai 5a52d6b92f Add VAE feat_cache offloading, VAE tqdm progress bar and memory usage report 2025-12-01 15:05:20 +02:00
kijai a652c55bf7 Remove LoRAs when fully offloading as well 2025-12-01 12:50:22 +02:00
kijai 196d39695f Fix sageattn_varlen 2025-12-01 01:11:06 +02:00
kijai e5be3e5263 Use torch custom_ops to avoid graph breaks with torch.compile 
Hopefully finally fixes the torch.compile VRAM issues...
 2025-12-01 00:29:27 +02:00
kijai a6071c7be5 Merge branch 'main' into steadydancer 2025-11-30 17:56:50 +02:00
kijai 0cba1edd4e Better just not compile this as it's causing issues 2025-11-30 17:53:28 +02:00
kijai a9cd073f29 Remove unnecessary recompile when using cfg 2025-11-30 17:52:56 +02:00
kijai 1e9e2be622 Avoid recompile here 2025-11-30 17:32:24 +02:00
kijai 99c3978da4 Reduce peak VRAM usage when not using torch.compile (and some even with it) 
Found some intermediates that weren't freed which should reduce VRAM usage overall, and modified RoPE application outside torch compile for similar gains than when using torch.compile.
 2025-11-30 17:14:53 +02:00
kijai 30bd7d46eb example update 2025-11-29 02:38:02 +02:00
kijai 0c9d5b8dcc context windows 2025-11-29 02:11:57 +02:00
kijai 66d44ec8db This doesn't really do anything useful 2025-11-28 21:15:25 +02:00
kijai 394c7c13d2 Add strength controls 2025-11-28 21:11:20 +02:00
kijai c9931364b3 Create wanvideo_I2V_steadydancer_testing.json 2025-11-28 20:34:55 +02:00
kijai e54fa5d059 Init 2025-11-28 20:32:16 +02:00
kijai 772642b4f1 Update nodes.py 2025-11-27 20:19:06 +02:00
kijai 472ed70757 Add node to preview image embeds 2025-11-27 20:08:23 +02:00