nodes/kijai-ComfyUI-WanVideoWrapper
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165 Commits
Author SHA1 Message Date
kijai 60b3ec57dd Support 1.3B OneToAll 2025-12-12 12:32:04 +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
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 b5415573c5 Update nodes_model_loading.py 2025-12-05 20:55:33 +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 7bc45daaf2 Cleanup whitespaces 2025-12-02 14:50:26 +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 e54fa5d059 Init 2025-11-28 20:32:16 +02:00
kijai e3c2a1431b Squashed commit of the following: 
commit f685ee33ac
Merge: bb5707f 4e31081
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Thu Nov 13 16:37:38 2025 +0200

    Merge branch 'main' into bindweave

commit bb5707f601
Merge: acb662b ff26836
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Tue Nov 11 18:53:19 2025 +0200

    Merge branch 'main' into bindweave

commit acb662b5af
Merge: 907c9e1 e926f7a
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Tue Nov 11 11:44:26 2025 +0200

    Merge branch 'main' into bindweave

commit 907c9e1cdd
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Nov 10 21:02:58 2025 +0200

    Update nodes.py

commit e4a4d22537
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Nov 8 16:04:55 2025 +0200

    Update nodes_sampler.py

commit a3b2f67337
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Nov 8 16:03:00 2025 +0200

    Pad clip vision embeds like in original code

commit 1e00c8fb28
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Nov 8 12:21:11 2025 +0200

    Update nodes.py

commit ff16dce5c0
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Fri Nov 7 01:15:13 2025 +0200

    Update nodes_sampler.py

commit f972b31bf2
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Fri Nov 7 01:09:22 2025 +0200

    Update nodes.py

commit 3dacd6a719
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Fri Nov 7 00:45:06 2025 +0200

    Update nodes_sampler.py

commit 7bf99791ad
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Fri Nov 7 00:44:13 2025 +0200

    Update nodes.py

commit 7a5587b5af
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Fri Nov 7 00:39:10 2025 +0200

    Let the user resize for QwenVL

    Seems to need smaller resolutions

commit d6cf172846
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Thu Nov 6 23:41:24 2025 +0200

    Update nodes.py

commit cf86f4f0a4
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Thu Nov 6 21:01:03 2025 +0200

    Update model.py

commit b1f8309a20
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Thu Nov 6 19:55:54 2025 +0200

    Update nodes_model_loading.py

commit 8992c6af64
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Thu Nov 6 19:22:56 2025 +0200

    Don't include padding for scheduler

commit e4084a961b
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Thu Nov 6 18:32:53 2025 +0200

    Update nodes.py

commit 3ec1edefbe
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Thu Nov 6 17:35:48 2025 +0200

    init

    For testing, no idea if it works yet
 2025-11-13 17:10:57 +02:00
kijai 4e31081262 Better errors when trying to load models that don't exist 2025-11-13 16:19:05 +02:00
kijai e01e34da1f Update nodes_model_loading.py 2025-11-11 10:01:06 +02:00
kijai 47514f678d Allow loading original Ovi -models 2025-11-11 09:46:13 +02:00
kijai 9fa4140159 Make lora torch.compile optional for unmerged lora application 
This change has caused issues especially with LoRAs that have dynamic rank. Will now be disabled by default, to allow full graph with unmerged LoRAs the option to allow compile is available in the Torch Compile Settings -node
 2025-11-04 01:34:51 +02:00
kijai c59e52ca44 Precision adjustments 2025-10-27 00:23:32 +02:00
kijai a0bdf20817 Some cleanup and allow full block swap 2025-10-26 23:05:17 +02:00
kijai fb00932cad Init 
https://huggingface.co/Kijai/LongCat-Video_comfy/tree/main
 2025-10-26 16:36:20 +02:00
kijai 41168b1e82 Support light VAE 
https://huggingface.co/lightx2v/Autoencoders/tree/main
 2025-10-23 12:31:55 +03:00
kijai 7251c996d2 Load these LoRA keys too 
Even though doesn't seem to do anything? At least silences the errors
 2025-10-22 20:43:45 +03:00
kijai 67fcf0ba52 Reduce needless torch.compile recompiles 2025-10-22 13:29:13 +03:00
kijai 5c1f64197e Check for actual scale_weights even if the model for some reason doesn't have the scaled_fp8 key 2025-10-21 19:40:50 +03:00
kijai 200f6943e3 Add sageattn mode that allows torch.compile 
Latest wheel from woct0rdho includes the torch.compile fix:

https://github.com/woct0rdho/SageAttention/releases

Based on my quick testing this reduces peak VRAM usage a bit when running sageattn + torch.compile
 2025-10-20 15:16:43 +03:00
kijai 8081e1337c Fix downcasting for fp8_fast and add error to indicate you can't do scaled downcast currently 2025-10-20 13:46:05 +03:00
kijai 9ecb80a58b Support loading VACE LoRAs (for ditto) 2025-10-20 11:49:49 +03:00
kijai 99c0efdb45 Expose force_parameter_static_shapes in torch.compile options 2025-10-19 18:01:03 +03:00
kijai c876108059 Update fp8_e4m3fn compile warning on older arch to indicate it should now work with latest Triton 
https://github.com/woct0rdho/triton-windows/releases/tag/v3.5.0-windows.post21
 2025-10-16 13:08:42 +03:00
kijai bb75cddd60 Add minimal FlashVSR upscale support 
https://zhuang2002.github.io/FlashVSR/

This only implements the projection model and the VAE, which seems to be enough for upscaling. This does NOT implement any of the streaming and sparse attention code.
 2025-10-15 18:24:28 +03:00
kijai 139bdf827f Squashed commit of the following: 
commit 73dd1a06d33953912f5dd684f168028b14e42a36
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Oct 13 19:47:38 2025 +0300

    cleanup

commit 39bc2cecf493e2eb176b55e8841d933f0da1ec39
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Oct 13 19:24:20 2025 +0300

    Allow scheduling ovi cfg

commit 2c153c5f324dbd59670ad9c51a7995459504a3cd
Merge: dba7667 32eb6b4
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Mon Oct 13 17:48:20 2025 +0300

    Merge branch 'main' into ovi

commit dba76674c71af7bf94c82834a0b0e40d94043c99
Merge: 0f11a43 5a0456e
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sun Oct 12 22:45:43 2025 +0300

    Merge branch 'main' into ovi

commit 0f11a439622799ad8070f8a2b8cc8e6a041b761d
Merge: 0999f50 e2d8c9b
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Oct 11 07:48:06 2025 +0300

    Merge branch 'main' into ovi

commit 0999f50cfe025290cd7ce88a8dd1acff0b38d9bd
Merge: d45df1f f1d1c83
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Fri Oct 10 22:16:09 2025 +0300

    Merge branch 'main' into ovi

commit d45df1fb5b7c629b15eabc197357d62bdc232aaf
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Thu Oct 9 20:21:37 2025 +0300

    Remove dependency for librosa

commit d8e7533fdf7eab1d2489c3e025a908c02d997444
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Thu Oct 9 19:57:28 2025 +0300

    Remove omegaconf dependency

commit f4e27ff018e98cb5b09655dceda399baea36b240
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Thu Oct 9 19:31:06 2025 +0300

    Fix VACE

commit 35d3df39294831e5e7568b6f7e16d2ecf2d790a0
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Thu Oct 9 00:26:40 2025 +0300

    small update

commit 96f8ea1d26869ab7e49e12a07f19d5d5a2023253
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Wed Oct 8 22:32:57 2025 +0300

    Create wanvideo_2_2_5B_ovi_testing.json

commit a2511be73b9da7019fd21aeb0b521af941c09150
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Wed Oct 8 22:32:54 2025 +0300

    Update nodes_sampler.py

commit d3688b8db71452ea1f7c9a2bc0216441d524e56c
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Wed Oct 8 21:43:02 2025 +0300

    Allow EasyCache to work with ovi

commit 586d9148a0306ef5d30e9a971a9c3be4cd3ecc97
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Wed Oct 8 19:09:06 2025 +0300

    Update model.py

commit 61eedd2839decdb7d4c2ddd5f1310fdaf49d36ad
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Wed Oct 8 19:09:02 2025 +0300

    I2V fix

commit a97fcb1b9ae9fb7bbfdf668c24816e014a1b58d1
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Wed Oct 8 17:57:28 2025 +0300

    Add nodes to set audio latent size

commit d41e42a697f3d561dabbc22566f633b5f1bbd952
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Wed Oct 8 16:42:04 2025 +0300

    Support loading mmaudio vae from .safetensors

commit 1b0e28ec41e3c97fe1f2f057fef9b9bbcb87bca7
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Wed Oct 8 16:19:53 2025 +0300

    Update nodes_sampler.py

commit fbd18f45fe85ede8edcb5aebaea7ceb5b6eab5a2
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Wed Oct 8 10:16:44 2025 +0300

    Fixes for other workflows

commit b06993b637198f7fad92208f3b3dc9a7d7f57c7f
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Wed Oct 8 09:46:27 2025 +0300

    initial commit

    T2V works
 2025-10-13 20:16:53 +03:00
kijai e2d8c9bef5 Allow using tiny vae in other precisions 
The model is available in fp16 only though
 2025-10-11 07:47:52 +03:00
kijai 6075807e03 Fix for some fp8_scaled models 2025-10-07 13:30:41 +03:00
kijai bb23263f78 Separate full model's ip and ref layer loading 
Allows using full ref with lite ip adapter, or full ref alone without loading the ip weights
 2025-10-06 18:42:14 +03:00
kijai c517cfbc17 Merge branch 'main' into lynx 2025-10-06 13:02:23 +03:00
kijai d20d271a24 Update nodes_model_loading.py 2025-10-05 12:19:43 +03:00
kijai 71c8a4961b Merge branch 'pr/1240' 2025-10-03 19:24:40 +03:00
kijai 28ae01e11b fixes 2025-10-01 10:05:29 +03:00
kijai 0ed0f54d11 initial lynx full support 2025-09-28 02:01:01 +03:00
kijai 4ba6c88ad8 Update nodes_model_loading.py 2025-09-27 16:11:07 +03:00
kijai 358baa2c2a Lynx + VACE 2025-09-27 02:05:17 +03:00
kijai ab31158673 init: support lite model 2025-09-27 00:49:02 +03:00
kijai 37365817e8 Revert unicode character in warning strings 
Seems it may cause issues on some systems
 2025-09-26 12:39:39 +03:00
kijai 86193e3cc9 Add a warning for possible custom node version conflict from having multiple WanVideoWrappers installed 2025-09-26 01:01:25 +03:00
kijai b8c2bb0a93 Add torch native RMSNorm as a choice 2025-09-23 17:41:24 +03:00
kijai 2c4dfaf4c8 WanAnimate: Fix regression in image quality when using fp8 
Face blocks not doing well in fp8
 2025-09-22 03:12:48 +03:00
kijai 02583db554 WanAnimate: Encode pose latents in the loop too for better sync and seams between windows 2025-09-22 02:36:17 +03:00
kijai fc3a684b0b WanAnimate: Move face adapter blocks to corresponding main blocks to include them in block swap 2025-09-21 16:34:17 +03:00
kijai e4627466f5 WanAnimate block swap fix 2025-09-19 16:59:57 +03:00
kijai b06562823b Fix GGUF with WanAnimate 2025-09-19 11:35:14 +03:00
kijai 79583d4be3 Support WanAnimate 2025-09-19 10:14:08 +03:00
kabachuha 7eafe77ba0 update magcache ratios 2025-09-16 21:07:39 +03:00
kijai 076c4a5c7e Experimental: Allow HuMo to work with InfiniteTalk 
Doesn't work that great, but pushing this anyway for possible future usecases
 2025-09-15 19:07:34 +03:00
kijai 38fd791a77 Squashed commit of the following: 
commit fda0fe6e0c21eb10276ae302cd88b6cbcf5b36b5
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Sep 13 16:55:00 2025 +0300

    Create wanvideo_HuMo_example_01.json

commit cffe3039c3d2fbacd4803329bf31b5fdc45215ba
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Sep 13 16:30:49 2025 +0300

    Update model.py

commit ddce018a5a6ffeb926860342889b12efb7343ec0
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Sep 13 16:29:27 2025 +0300

    cleanup

commit 8c021b8b3f66144804e500e74aa6f2be52f9f9fc
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Sep 13 16:23:27 2025 +0300

    avoid compile graph break

commit ef9c7732042261581b4bba6d980def78633f56dc
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Sep 13 16:16:13 2025 +0300

    Allow using whisper model without decoder layers

commit 8d0ba29ee84d14be6084ecbcee1cbc9414128fb3
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Sep 13 15:55:26 2025 +0300

    start/end percent for HuMo audio

commit bfe0d358a8820240f262351e61cfb979cb9a47ff
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Sep 13 15:37:11 2025 +0300

    cleanup

commit e563ae317f24a7f5751b43cdef4bffbaeaea5114
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Sep 13 14:02:21 2025 +0300

    Make audio work

commit 95855196c51b1124a19079b746c5d12ec70d9026
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Fri Sep 12 18:10:04 2025 +0300

    cfg

commit d5a18b090fe719b7f0b00a0f68e6824685598313
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Fri Sep 12 03:10:15 2025 +0300

    wrong way around

commit 34c8c4842c14002fe4694dfa23c24a65b7ea39d0
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Fri Sep 12 03:01:45 2025 +0300

    Update nodes.py

commit 47d1e2ab5f3e1483782d0739f5b51cdd33707c36
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Fri Sep 12 02:47:03 2025 +0300

    update

    image inputs are working but audio still doesn't do anything

commit 67890d816a64459944091cb01478c1e0ec4c4a82
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Thu Sep 11 21:13:12 2025 +0300

    update

commit dbcef53405bb78feae4c5d2c6b310b76e4ef9949
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Thu Sep 11 17:09:37 2025 +0300

    Update model.py

commit 92c9aac51f4d37988757510a4e57179834cc5de2
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Thu Sep 11 16:15:39 2025 +0300

    init

    untested as no weights released as of yet
 2025-09-13 16:55:28 +03:00