nodes/kijai-ComfyUI-WanVideoWrapper
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235 Commits
Author SHA1 Message Date
kijai 288a7e96a9 Add experimental scheduler node with sigma plot 2025-08-25 14:53:36 +03:00
kijai 42df277488 Merge branch 'main' into dev 2025-08-25 12:51:46 +03:00
kijai 0c3030a7d8 Add a node to easier split sigmas, EasyCache fixes 2025-08-24 20:07:34 +03:00
kijai 8a151b5402 Multi/InfiniteTalk sampling loop cleanup and optimizations, support FantasyPortrait within the loop 2025-08-24 11:39:18 +03:00
kijai d39155213e This can be float for compatibility 2025-08-24 01:06:53 +03:00
kijai 11f3e41e9a Merge branch 'main' into dev 2025-08-23 21:00:45 +03:00
kijai bb5503c9bb remove prints 2025-08-22 12:57:57 +03:00
kijai ff1fe75919 RoPE ntk scaling 2025-08-22 12:48:12 +03:00
kijai b4d2290859 Merge branch 'main' into dev 2025-08-21 18:42:47 +03:00
kijai bd5f76a3c8 Fix differential diffusion, VACE tweaks 2025-08-21 12:26:29 +03:00
kijai 68ef3ac468 Fix 2.2VAE progressbar issue 2025-08-20 18:58:55 +03:00
kijai b39d6abc1b Fix bug 2025-08-20 17:11:46 +03:00
kijai 053f26ce82 Multi/InfiniteTalk v2v 2025-08-20 16:40:13 +03:00
kijai edf2a24519 Fix encode progress bar 2025-08-20 13:58:14 +03:00
kijai a1220f7f36 Handle InfiniteTalk first frame when not using the looping sampling 2025-08-20 13:33:44 +03:00
kijai cae24fc7e0 uni3c adjustment 2025-08-19 20:02:24 +03:00
kijai 09710f9ca0 Basic MTV Crafter support 
https://github.com/DINGYANB/MTVCrafter
 2025-08-18 22:42:11 +03:00
kijai 1eb4db5ff9 Merge branch 'main' into dev 2025-08-17 13:52:30 +03:00
kijai b748ed8bdd Squashed commit of the following: 
commit f06ce25f6c50174b0e7b12c3517827a6650f33fa
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sun Aug 17 13:10:02 2025 +0300

    redundant

commit 9957f765e48f68b21713c33db334231207107b01
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sun Aug 17 12:57:12 2025 +0300

    Update nodes.py

commit 9797f15ed1e5a9b9b93f777e92cd82ed584c2b57
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sun Aug 17 12:35:46 2025 +0300

    Remove the "FM" scheduler

    This is just dpm++

commit 244fc2b125253a4c7b6e91ca8dd0b4dc8564c2f0
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sun Aug 17 02:05:26 2025 +0300

    just use default rope I guess...

commit 5c3a60d3b189864f8f2f0977a552499b202326ba
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sun Aug 17 01:35:49 2025 +0300

    Update nodes.py

commit ee47ed17c086f8468fd5a256318274c0077f6dfc
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sun Aug 17 01:35:36 2025 +0300

    Update model.py

commit 8a17ee7d41ae5789b8d7ed01eb8b48c0c3b52ce7
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Sat Aug 16 23:20:10 2025 +0300

    init
 2025-08-17 13:51:23 +03:00
kijai d6ac1842fa remove print 2025-08-17 01:41:49 +03:00
kijai 7fc5ec305d Refactor model loading 2025-08-16 16:03:15 +03:00
kijai f2fd411a7b Add option for manually setting rope offset for Stand-In reference 
Experimental
 2025-08-15 10:18:00 +03:00
kijai 5e7c89bd00 Update wan_video_vae.py 2025-08-14 19:01:02 +03:00
kijai 0c4426fc2b FantasyPortrait reqs and cleanup 
unsure if I want to add onnx in the requirements at this stage...
 2025-08-14 18:53:08 +03:00
kijai 24683f1dad Squashed commit of the following: 
commit 6a01a8a1d80d36b5b8ac979a36069c8eb0c2f9a7
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Thu Aug 14 15:40:50 2025 +0300

    Update wanvideo_2_1_I2V_FantasyPortrait_example_01.json

commit e3cf4bf5bc13321e6d8f91fcb7ee92210a7adf01
Merge: bbf14ec f3d5f6b
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Thu Aug 14 15:08:53 2025 +0300

    Merge branch 'main' into fantasy_portrait

commit bbf14ec9e9965c1a8582eea02b50913e79a036d0
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Thu Aug 14 02:16:11 2025 +0300

    update

commit 8192f9f4302b3933e48641a8ef313929e3e263aa
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Thu Aug 14 01:46:15 2025 +0300

    progress bar, fix context windows

commit 39fab8ad4d950a974ba49bd177814f30f518b478
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Thu Aug 14 01:29:15 2025 +0300

    Update nodes.py

commit 36f472c0134e6342ab8c2062a7e3f0b0c829003b
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Thu Aug 14 01:14:24 2025 +0300

    Add start/end percent

commit 16f5922c6bc575754412c9b473907377562b956c
Author: kijai <40791699+kijai@users.noreply.github.com>
Date:   Thu Aug 14 00:58:57 2025 +0300

    init
 2025-08-14 15:41:25 +03:00
kijai f3d5f6b3ab allow stand-in to work with chunked rope 2025-08-14 14:12:06 +03:00
kijai e1c052ff43 Update attention.py 2025-08-14 00:11:02 +03:00
kijai 8db5521463 Possible bandaid for q k v dtype mismatch 
Still no clue where or why it happens, but clearly is happening for some when using sage with Stand-In
 2025-08-14 00:10:38 +03:00
kijai b08f10ffd8 Re-implement Stand-in kv_cache 2025-08-13 11:58:22 +03:00
kijai d596901055 Allow stand-in with VACE 
Don't know how well it can actually work, has some effect
 2025-08-13 10:00:37 +03:00
kijai 083237051f I suppose kv_cache isn't actually used for this... 2025-08-13 00:07:14 +03:00
kijai 8319c961c0 Update model.py 2025-08-12 22:10:57 +03:00
kijai 06863fe2d2 Allow doing T2V with the I2V encode node when no images are connected and allow using native set latent noise mask -node 
Latent masking still doesn't work properly
 2025-08-12 11:47:33 +03:00
Jukka Seppänen bf84e99dec Merge pull request #1019 from UaRuairc/patch-1 
Fix res_multistep.step to set sigma_next correctly when ending early
 2025-08-11 16:24:38 +03:00
kijai 057ee642f6 Add async prefetch as option for block swapping 
Can speed up block swapping on some systems, added debug option as well so you can see if enabling the option gives you any benefit.
 2025-08-11 16:17:16 +03:00
FB 1e091d181b Fix res_multistep.step to set sigma_next correctly when ending early 
Use the next sigma from the schedule when sampler ends early, only assume `sigma_next = 0` when on the true final step.
 2025-08-11 14:17:08 +01:00
kijai ab06ac2f64 Closer to original EchoShot implementation, bugfixes 
Turns out I never had the right way of using EchoShot and was always just accidentally using my existing rope splitting... which just worked with the EchoShot weights, this commit adds proper EchoShot and it's used when their prompt format is used, the previous behaviour can be restored by using my splitting method with " | " between the prompts. EchoShot example has been updated to reflect that.
 2025-08-07 12:08:42 +03:00
kijai 2a21c4f6ae VAE cleanup and adjustments, add node to allow using native VAE 2025-08-06 17:28:50 +03:00
kijai 801f543a7a Allow LoRA timestep scheduling 
LoRA strength can now be a list of floats that represents the strength at any given step
 2025-08-04 00:02:19 +03:00
kijai 5406a72f62 Improve text encoder cache and add alternative node which leaves nothing to memory after encoding 
WanVideoTextEncodeCached -node will load T5 when the prompt is not found in the cache, then unload it completely.
 2025-08-01 12:36:19 +03:00
kijai 9edab74562 Default non_blocking to False 
too many RAM issues
 2025-08-01 02:29:07 +03:00
kijai 945700d56e 5B fixes 2025-07-31 22:41:56 +03:00
kijai b60814fb6b Fix split prompting, get rid of diffusers on model class 2025-07-31 15:11:47 +03:00
kijai 9a5d752ba1 Support custom sigmas on more schedulers 2025-07-30 16:20:48 +03:00
kijai f835baa3d3 fix riflex 2025-07-29 10:52:39 +03:00
kijai d6e9af7090 2.2 stuff 2025-07-28 21:38:40 +03:00
kijai 3659c3f6e6 Progress bar for text encoding 2025-07-28 10:00:17 +03:00
kijai cb36e1013e Fix 2025-07-26 19:01:58 +03:00
kijai df1476bf42 Support EchoShot 
https://github.com/D2I-ai/EchoShot
 2025-07-26 18:51:29 +03:00
kijai a35eb7dfa4 Basic sageattn3 support 
Probably going to need further timestep scheduling as the quality of sage3 on it's own is pretty bad.
 2025-07-25 20:48:34 +03:00