nodes/kijai-ComfyUI-WanVideoWrapper
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Author SHA1 Message Date
kijai eb5ec262a0 Merge branch 'main' into longcat_avatar 2025-12-22 00:42:53 +02:00
kijai 7c0ba84a26 remove prints 2025-12-21 23:00:43 +02:00
kijai 06a86923e7 Fix ref latent 
oops
 2025-12-21 22:53:25 +02:00
kijai fed3b22bc9 Update nodes_sampler.py 2025-12-21 15:06:46 +02:00
kijai 392d0305fc Add portrait_cfg 2025-12-21 15:06:14 +02:00
kijai be411bdef6 Support loading FlashPortrait model 
Can just re-use FantasyPortrait for basic usage
 2025-12-20 19:56:26 +02:00
kijai dca3106f10 Expose more options, make vid2vid easier 2025-12-20 18:46:32 +02:00
kijai 175418b8d2 Create LongCatAvatar_testing_wip.json 2025-12-20 03:15:24 +02:00
kijai 4a6e2d3c6c Init 2025-12-20 03:14:49 +02:00
Jukka Seppänen 2ee9e2f356 version 1.4.4 2025-12-17 18:35:11 +02:00
kijai ef82826161 Add LoadNLFModel -node 
For local loading
 2025-12-17 18:10:18 +02:00
kijai 93f7af6dc8 Make uni3c offloading optional 2025-12-17 16:22:37 +02:00
kijai ae6fe0853e Update nodes.py 2025-12-16 00:06:21 +02:00
kijai c80fed01fe Don't error on empty 2025-12-15 20:27:06 +02:00
kijai 95097fefc2 NLF predit: Add batching option, output bboxes as well 2025-12-15 20:11:40 +02:00
kijai c49fe98e55 version 1.4.3 2025-12-15 18:04:01 +02:00
kijai ebceb165cc SCAIL example 2025-12-15 18:03:37 +02:00
kijai e6bd1b413a Don't trigger context windows if not enough frames 2025-12-15 18:02:41 +02:00
kijai 4dbba4d06d Update readme.md 2025-12-15 17:35:48 +02:00
kijai a9e21f164c Squashed commit of the following: 
commit 916fc0b1bcfd37b6bd9ece0daeb5b3cbaa53d0a9
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Dec 15 17:30:37 2025 +0200

    Update nodes.py

commit 63818324f5dbb0b300064bea0402c4cd1bd57b2b
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Dec 15 17:30:26 2025 +0200

    Refactor RoPE caching

commit bb0c55da4d8f8bca4968704e877fd057a90a1eeb
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Dec 15 01:59:16 2025 +0200

    Update nodes_sampler.py

commit a0447d55534857051606ee4201bc7f4e25aa73ae
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Dec 15 01:28:09 2025 +0200

    Fix non scale wfs

commit fa761cc2f2a426faa9c391aeede62cf6f0fd7266
Merge: ea1677b 3aae54f
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Dec 15 01:26:23 2025 +0200

    Merge branch 'main' into SCAIL

commit ea1677bd4ad42f19e369551590a9d4f17a36fa29
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sun Dec 14 19:41:43 2025 +0200

    Handle torchscript issue better

    Some other custom nodes globally set torch._C._jit_set_profiling_executor(False) which breaks the NLF model

commit e3cfa64bd3712ac153ce84a75215842c884a8ba4
Merge: ad7a0b9 3611341
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sun Dec 14 16:49:04 2025 +0200

    Merge branch 'main' into SCAIL

commit ad7a0b925de61ff705b928cd802e752e46089b42
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sun Dec 14 16:10:34 2025 +0200

    Fix possible uni3c issue

commit 74d97fa4bb7c58a0edf8516cc9fad4468da5c57e
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sun Dec 14 15:58:42 2025 +0200

    Match Uni3C temporal dim

commit 056d8ad96ffa5a223a8cd88c900a573a8d450e22
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sun Dec 14 14:47:58 2025 +0200

    Add warning for potential other overrides on torch.jit.script

commit f6dff002ffdcd880451955db298872ea90a4e3f8
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sun Dec 14 14:19:33 2025 +0200

    Add option to warmup the NLF model on load and fix it's offloading

commit a19107501dff23804e7db984d7da304a9955adc9
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sun Dec 14 13:45:20 2025 +0200

    Add error to indicate ComfyUI-RMBG currently breaks the NLF model

commit e2cfa486e48ead50195884167d9794c7caf0a69f
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Dec 13 23:29:49 2025 +0200

    Cleanup unnecessary code

commit 462b61855fb96b0cb18cbccd48593256992808d7
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Dec 13 18:05:10 2025 +0200

    context windows

commit e57d4baeebf12c43e851c6c2467d698d7dbb4d03
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Dec 13 16:55:23 2025 +0200

    Start/end percentages and strength

commit 3e507ae32256ed3e41cea69d9e26c30b5272968e
Merge: 1e5c7cb 0fa5383
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Dec 13 16:09:16 2025 +0200

    Merge branch 'main' into SCAIL

commit 1e5c7cb2113138bdeae562d266f911c1e3edee91
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Dec 13 15:45:39 2025 +0200

    Update nodes.py

commit 98f8e56bcacfc07e12cbb4b26555b2b28d9db92f
Merge: 9652146 78e3e18
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Dec 13 15:42:44 2025 +0200

    Merge branch 'main' into SCAIL

commit 9652146763fb27e916a6853a8125efd0a67cd601
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Dec 13 02:41:06 2025 +0200

    Add imitation of SCAIL pose drawing to the existing NLF node

    This only draws the pose with same colors, it's not meant as final solution, just for testing.

commit 1f86cebdaa97570ed88da0c9986b85c6664d62dc
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Dec 13 01:11:56 2025 +0200

    test pose inputs

commit b348b21dbef0dcb92c0961df85959648e78da6aa
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Fri Dec 12 20:10:48 2025 +0200

    Init
 2025-12-15 17:31:01 +02:00
kijai a19d6bf12d Update nodes_sampler.py 2025-12-15 01:59:39 +02:00
kijai 3aae54f220 Allow WanMove to work with context windows 2025-12-15 01:22:21 +02:00
kijai 3611341339 Fix uni3c reloading 2025-12-14 16:48:55 +02:00
kijai 0fa5383106 Fix default rope for v2 sampler 2025-12-13 16:09:08 +02:00
kijai 78e3e1857c Add v2 sampling nodes for cleaner workflows 
No functional changes, just cleaner nodes
 2025-12-13 15:42:35 +02:00
kijai 164a6bbebd Restore LoRA step scheduling functionality 2025-12-13 00:54:22 +02:00
kijai 4a3ab6958a Update nodes.py 2025-12-12 15:43:48 +02:00
kijai 91413b33f5 One-to-all pose cfg 2025-12-12 15:23:56 +02:00
kijai 60b3ec57dd Support 1.3B OneToAll 2025-12-12 12:32:04 +02:00
kijai f6e2d6dd47 version 1.4.2 2025-12-11 17:43:31 +02:00
kijai 68d65979d6 Fix crash on latest frontend version 2025-12-11 17:30:08 +02:00
kijai 66a21e544a WanMove: Make compatible with TRACK -input type and make strength param do something 2025-12-11 01:45:05 +02:00
kijai 7273470faa Optimize trajectory drawing 2025-12-10 20:08:54 +02:00
kijai c36e56875e Update nodes.py 2025-12-10 20:05:49 +02:00
kijai f9287e3ecd Fix cfg when using WanMove 2025-12-10 20:05:41 +02:00
kijai 2790c532cc Handle OneToAll extra layer devices 2025-12-10 19:46:02 +02:00
kijai 369043c5d8 Add comfy core attention as option 
For edge cases that may benefit from the older attention types
 2025-12-10 19:39:05 +02:00
Jukka Seppänen eb6dd96049 Merge pull request #1749 from wong00/fix-flashattn3-attention-compute 
[bugfix] Fixed the logic of computing attention in flashAttention3.
 2025-12-10 11:52:18 +02:00
kijai dd58511d4e Expose some WanMove track preview drawing options 
Don't need to be so huge
 2025-12-10 02:26:51 +02:00
kijai 4c97d27583 Fix LongCat error 2025-12-09 21:09:44 +02:00
kijai bcdc0c0661 Add node to use WanMove with native workflows 2025-12-09 21:04:56 +02:00
kijai 83c25644ef Create wanvideo_WanMove_I2V_example_01.json 2025-12-09 20:28:45 +02:00
kijai 113b6df04d Fix multiple tracks 2025-12-09 20:11:45 +02:00
kijai d000fbc645 Support WanMove 
https://github.com/ali-vilab/Wan-Move
 2025-12-09 19:55:56 +02:00
kijai cc58964027 Refactor init.py to something more sensible 2025-12-09 19:53:26 +02:00
kijai fa57681424 Reduce recompiles with unmerged loras 2025-12-09 14:40:52 +02:00
kijai 0a65354247 Allow larger wananimate window size for disabling windowing 2025-12-09 14:15:00 +02:00
kijai a27a4892b6 version 1.4.1 2025-12-09 12:56:40 +02:00
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
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
kijai 44feb24290 Allow TTM to work with 5B models 2025-11-20 11:43:53 +02:00
kijai fa7a967ee7 Fix stand-in 2025-11-17 11:56:02 +02:00
kijai ec161373f4 Update readme.md 2025-11-16 19:30:09 +02:00