Alexander Piskun
1f3f7a2823
convert nodes_hypernetwork.py to V3 schema ( #10583 )
2025-11-03 00:21:47 -08:00
comfyanonymous
614cf9805e
Add a ScaleROPE node. Currently only works on WAN models. ( #10559 )
2025-10-30 22:11:38 -04:00
Alexander Piskun
99ce2a1f66
convert nodes_controlnet.py to V3 schema ( #10202 )
2025-10-17 14:13:05 -07:00
Jedrzej Kosinski
d8d60b5609
Do batch_slice in EasyCache's apply_cache_diff ( #10376 )
2025-10-17 00:39:37 -04:00
chaObserv
f72c6616b2
Add TemporalScoreRescaling node ( #10351 )
...
* Add TemporalScoreRescaling node
* Mention image generation in tsr_k's tooltip
2025-10-15 18:12:25 -04:00
Alexander Piskun
3dfdcf66b6
convert nodes_hunyuan.py to V3 schema ( #10136 )
2025-10-13 12:36:26 -07:00
Daniel Harte
27ffd12c45
add indent=4 kwarg to json.dumps() ( #10307 )
2025-10-13 12:14:52 -07:00
comfyanonymous
cdfc25a160
Fix save audio nodes saving mono audio as stereo. ( #10289 )
2025-10-10 17:33:51 -04:00
Alexander Piskun
81e4dac107
convert nodes_upscale_model.py to V3 schema ( #10149 )
2025-10-09 16:08:40 -07:00
Alexander Piskun
90853fb9cd
convert nodes_flux to V3 schema ( #10122 )
2025-10-09 16:07:17 -07:00
Alexander Piskun
fc0fbf141c
convert nodes_sd3.py and nodes_slg.py to V3 schema ( #10162 )
2025-10-09 15:18:23 -07:00
Alexander Piskun
cbee7d3390
convert nodes_latent.py to V3 schema ( #10160 )
2025-10-08 23:14:00 -07:00
Alexander Piskun
6732014a0a
convert nodes_compositing.py to V3 schema ( #10174 )
2025-10-08 23:13:15 -07:00
Alexander Piskun
989f715d92
convert nodes_lora_extract.py to V3 schema ( #10182 )
2025-10-08 23:11:45 -07:00
Alexander Piskun
2ba8d7cce8
convert nodes_model_downscale.py to V3 schema ( #10199 )
2025-10-08 23:10:23 -07:00
comfyanonymous
8a15568f10
Temp fix for LTXV custom nodes. ( #10251 )
2025-10-07 19:55:23 -04:00
comfyanonymous
caf07331ff
Remove soundfile dependency. No more torchaudio load or save. ( #10210 )
2025-10-04 22:05:05 -04:00
Alexander Piskun
b1fa1922df
convert nodes_stable3d.py to V3 schema ( #10204 )
2025-10-04 12:33:48 -07:00
Alexander Piskun
4614ee09ca
convert nodes_edit_model.py to V3 schema ( #10147 )
2025-10-03 13:24:42 -07:00
Alexander Piskun
5c8e986e27
convert nodes_tomesd.py to V3 schema ( #10180 )
2025-10-03 11:50:38 -07:00
Alexander Piskun
d7aa414141
convert nodes_eps.py to V3 schema ( #10172 )
2025-10-03 11:45:02 -07:00
Alexander Piskun
3e68bc342c
convert nodes_torch_compile.py to V3 schema ( #10173 )
2025-10-03 11:43:54 -07:00
Alexander Piskun
8f4ee9984c
convert nodes_morphology.py to V3 schema ( #10159 )
2025-10-02 13:53:00 -07:00
Koratahiu
bb32d4ec31
feat: Add Epsilon Scaling node for exposure bias correction ( #10132 )
2025-10-01 17:59:07 -04:00
Alexander Piskun
e4f99b479a
convert nodes_ip2p.pt to V3 schema ( #10097 )
2025-10-01 12:20:30 -07:00
Alexander Piskun
d9c0a4053d
convert nodes_lt.py to V3 schema ( #10084 )
2025-10-01 12:19:56 -07:00
Alexander Piskun
11bab7be76
convert nodes_pag.py to V3 schema ( #10080 )
2025-10-01 12:18:49 -07:00
Alexander Piskun
3af1881455
convert nodes_optimalsteps.py to V3 schema ( #10074 )
2025-10-01 12:18:04 -07:00
Alexander Piskun
e0210ce0a7
convert nodes_differential_diffusion.py to V3 schema ( #10056 )
2025-10-01 12:17:33 -07:00
Alexander Piskun
7eb7160db4
convert nodes_gits.py to V3 schema ( #9949 )
2025-10-01 12:16:59 -07:00
Alexander Piskun
638097829d
convert nodes_audio_encoder.py to V3 schema ( #10123 )
2025-09-30 23:00:22 -07:00
Alexander Piskun
8accf50908
convert nodes_mahiro.py to V3 schema ( #10070 )
2025-09-29 12:35:51 -07:00
Alexander Piskun
041b8824f5
convert nodes_perpneg.py to V3 schema ( #10081 )
2025-09-29 12:05:28 -07:00
Alexander Piskun
b1111c2062
convert nodes_mochi.py to V3 schema ( #10069 )
2025-09-29 12:03:35 -07:00
Alexander Piskun
2dadb34860
convert nodes_hypertile.py to V3 schema ( #10061 )
2025-09-27 19:16:22 -07:00
Alexander Piskun
1cf86f5ae5
convert nodes_lumina2.py to V3 schema ( #10058 )
2025-09-27 19:12:51 -07:00
Alexander Piskun
a1127b232d
convert nodes_lotus.py to V3 schema ( #10057 )
2025-09-27 19:11:36 -07:00
Alexander Piskun
160698eb41
convert nodes_qwen.py to V3 schema ( #10049 )
2025-09-27 12:25:35 -07:00
Alexander Piskun
7eca95657c
convert nodes_photomaker.py to V3 schema ( #10017 )
2025-09-27 02:36:43 -07:00
Alexander Piskun
ad5aef2d0c
convert nodes_pixart.py to V3 schema ( #10019 )
2025-09-27 02:34:32 -07:00
Alexander Piskun
a9cf1cd249
convert nodes_hidream.py to V3 schema ( #9946 )
2025-09-26 23:13:05 -07:00
Alexander Piskun
cd66d72b46
convert CLIPTextEncodeSDXL nodes to V3 schema ( #9716 )
2025-09-26 14:15:44 -07:00
Alexander Piskun
2103e39335
convert nodes_post_processing to V3 schema ( #9491 )
2025-09-26 14:14:42 -07:00
Alexander Piskun
d20576e6a3
convert nodes_sag.py to V3 schema ( #9940 )
2025-09-26 14:13:52 -07:00
Alexander Piskun
a061b06321
convert nodes_tcfg.py to V3 schema ( #9942 )
2025-09-26 14:13:05 -07:00
Alexander Piskun
80718908a9
convert nodes_sdupscale.py to V3 schema ( #9943 )
2025-09-26 14:12:38 -07:00
Alexander Piskun
7ea173c187
convert nodes_fresca.py to V3 schema ( #9951 )
2025-09-26 14:12:04 -07:00
Alexander Piskun
76eb1d72c3
convert nodes_rebatch.py to V3 schema ( #9945 )
2025-09-26 14:10:49 -07:00
comfyanonymous
ce4cb2389c
Make LatentCompositeMasked work with basic video latents. ( #10023 )
2025-09-25 17:20:13 -04:00
Jukka Seppänen
fd79d32f38
Add new audio nodes ( #9908 )
...
* Add new audio nodes
- TrimAudioDuration
- SplitAudioChannels
- AudioConcat
- AudioMerge
- AudioAdjustVolume
* Update nodes_audio.py
* Add EmptyAudio -node
* Change duration to Float (allows sub seconds)
2025-09-24 18:59:29 -04:00
comfyanonymous
707b2638ec
Fix bug with WanAnimateToVideo. ( #9990 )
2025-09-22 17:34:33 -04:00
comfyanonymous
8a5ac527e6
Fix bug with WanAnimateToVideo node. ( #9988 )
2025-09-22 17:26:58 -04:00
comfyanonymous
1fee8827cb
Support for qwen edit plus model. Use the new TextEncodeQwenImageEditPlus. ( #9986 )
2025-09-22 16:49:48 -04:00
comfyanonymous
27bc181c49
Set some wan nodes as no longer experimental. ( #9976 )
2025-09-21 19:48:31 -04:00
Kohaku-Blueleaf
7be2b49b6b
Fix LoRA Trainer bugs with FP8 models. ( #9854 )
...
* Fix adapter weight init
* Fix fp8 model training
* Avoid inference tensor
2025-09-20 21:24:48 -04:00
Jedrzej Kosinski
9ed3c5cc09
[Reviving #5709 ] Add strength input to Differential Diffusion ( #9957 )
...
* Update nodes_differential_diffusion.py
* Update nodes_differential_diffusion.py
* Make strength optional to avoid validation errors when loading old workflows, adjust step
---------
Co-authored-by: ThereforeGames <eric@sparknight.io>
2025-09-20 21:10:39 -04:00
comfyanonymous
66241cef31
Add inputs for character replacement to the WanAnimateToVideo node. ( #9960 )
2025-09-20 02:24:10 -04:00
comfyanonymous
e8df53b764
Update WanAnimateToVideo to more easily extend videos. ( #9959 )
2025-09-19 18:48:56 -04:00
comfyanonymous
dc95b6acc0
Basic WIP support for the wan animate model. ( #9939 )
2025-09-19 03:07:17 -04:00
comfyanonymous
24b0fce099
Do padding of audio embed in model for humo for more flexibility. ( #9935 )
2025-09-18 19:54:16 -04:00
Jodh Singh
1ea8c54064
make kernel of same type as image to avoid mismatch issues ( #9932 )
2025-09-18 19:51:16 -04:00
comfyanonymous
9288c78fc5
Support the HuMo model. ( #9903 )
2025-09-17 00:12:48 -04:00
blepping
c1297f4eb3
Add support for Chroma Radiance ( #9682 )
...
* Initial Chroma Radiance support
* Minor Chroma Radiance cleanups
* Update Radiance nodes to ensure latents/images are on the intermediate device
* Fix Chroma Radiance memory estimation.
* Increase Chroma Radiance memory usage factor
* Increase Chroma Radiance memory usage factor once again
* Ensure images are multiples of 16 for Chroma Radiance
Add batch dimension and fix channels when necessary in ChromaRadianceImageToLatent node
* Tile Chroma Radiance NeRF to reduce memory consumption, update memory usage factor
* Update Radiance to support conv nerf final head type.
* Allow setting NeRF embedder dtype for Radiance
Bump Radiance nerf tile size to 32
Support EasyCache/LazyCache on Radiance (maybe)
* Add ChromaRadianceStubVAE node
* Crop Radiance image inputs to multiples of 16 instead of erroring to be in line with existing VAE behavior
* Convert Chroma Radiance nodes to V3 schema.
* Add ChromaRadianceOptions node and backend support.
Cleanups/refactoring to reduce code duplication with Chroma.
* Fix overriding the NeRF embedder dtype for Chroma Radiance
* Minor Chroma Radiance cleanups
* Move Chroma Radiance to its own directory in ldm
Minor code cleanups and tooltip improvements
* Fix Chroma Radiance embedder dtype overriding
* Remove Radiance dynamic nerf_embedder dtype override feature
* Unbork Radiance NeRF embedder init
* Remove Chroma Radiance image conversion and stub VAE nodes
Add a chroma_radiance option to the VAELoader builtin node which uses comfy.sd.PixelspaceConversionVAE
Add a PixelspaceConversionVAE to comfy.sd for converting BHWC 0..1 <-> BCHW -1..1
2025-09-13 17:58:43 -04:00
Alexander Piskun
af99928f22
convert Canny node to V3 schema ( #9743 )
2025-09-12 17:40:34 -04:00
Alexander Piskun
53c9c7d39a
convert CFG nodes to V3 schema ( #9717 )
2025-09-12 17:39:55 -04:00
Alexander Piskun
ba68e83f1c
convert nodes_cond.py to V3 schema ( #9719 )
2025-09-12 17:39:30 -04:00
Alexander Piskun
dcb8834983
convert Cosmos nodes to V3 schema ( #9721 )
2025-09-12 17:38:46 -04:00
Alexander Piskun
f9d2e4b742
convert WanCameraEmbedding node to V3 schema ( #9714 )
2025-09-12 17:38:12 -04:00
comfyanonymous
fd2b820ec2
Add noise augmentation to hunyuan image refiner. ( #9831 )
...
This was missing and should help with colors being blown out.
2025-09-12 16:03:08 -04:00
comfyanonymous
33bd9ed9cb
Implement hunyuan image refiner model. ( #9817 )
2025-09-12 00:43:20 -04:00
comfyanonymous
85e34643f8
Support hunyuan image 2.1 regular model. ( #9792 )
2025-09-10 02:05:07 -04:00
Jedrzej Kosinski
bd1d9bcd5f
Add ZeroDivisionError catch for EasyCache logging statement ( #9768 )
2025-09-08 15:07:04 -04:00
Yousef R. Gamaleldin
261421e218
Add Hunyuan 3D 2.1 Support ( #8714 )
2025-09-04 20:36:20 -04:00
Alexander Piskun
f48d05a2d1
convert AlignYourStepsScheduler node to V3 schema ( #9226 )
2025-09-03 21:21:38 -04:00
comfyanonymous
1bcb469089
ImageScaleToMaxDimension node. ( #9689 )
2025-09-02 20:05:57 -04:00
comfyanonymous
e3018c2a5a
uso -> uxo/uno as requested. ( #9688 )
2025-09-02 16:12:07 -04:00
comfyanonymous
3412d53b1d
USO style reference. ( #9677 )
...
Load the projector.safetensors file with the ModelPatchLoader node and use
the siglip_vision_patch14_384.safetensors "clip vision" model and the
USOStyleReferenceNode.
2025-09-02 15:36:22 -04:00
comfyanonymous
27e067ce50
Implement the USO subject identity lora. ( #9674 )
...
Use the lora with FluxContextMultiReferenceLatentMethod node set to "uso"
and a ReferenceLatent node with the reference image.
2025-09-01 18:54:02 -04:00
Alexander Piskun
fe442fac2e
convert Primitive nodes to V3 schema ( #9372 )
2025-08-30 23:21:58 -04:00
Alexander Piskun
fea9ea8268
convert Video nodes to V3 schema ( #9489 )
2025-08-30 23:19:54 -04:00
Alexander Piskun
f949094b3c
convert Stable Cascade nodes to V3 schema ( #9373 )
2025-08-30 23:19:21 -04:00
comfyanonymous
c7bb3e2bce
Support the 5B fun inpaint model. ( #9614 )
...
Use the WanFunInpaintToVideo node without the clip_vision_output.
2025-08-28 22:46:57 -04:00
comfyanonymous
e80a14ad50
Support wan2.2 5B fun control model. ( #9611 )
...
Use the Wan22FunControlToVideo node.
2025-08-28 22:13:07 -04:00
comfyanonymous
d28b39d93d
Add a LatentCut node to cut latents. ( #9609 )
2025-08-28 19:38:28 -04:00
comfyanonymous
1c184c29eb
Fix issue with s2v node when extending past audio length. ( #9608 )
2025-08-28 18:34:01 -04:00
comfyanonymous
edde0b5043
WanSoundImageToVideoExtend node to manually extend s2v video. ( #9606 )
2025-08-28 17:59:48 -04:00
comfyanonymous
ce0052c087
Fix diffsynth controlnet regression. ( #9597 )
2025-08-28 10:37:42 -04:00
comfyanonymous
38f697d953
Add a LatentConcat node. ( #9587 )
2025-08-27 22:28:10 -04:00
comfyanonymous
b5ac6ed7ce
Fixes to make controlnet type models work on qwen edit and kontext. ( #9581 )
2025-08-27 15:26:28 -04:00
comfyanonymous
31a37686d0
Negative audio in s2v should be zeros. ( #9578 )
2025-08-27 12:44:29 -04:00
comfyanonymous
88aee596a3
WIP Wan 2.2 S2V model. ( #9568 )
2025-08-27 01:10:34 -04:00
comfyanonymous
914c2a2973
Implement wav2vec2 as an audio encoder model. ( #9549 )
...
This is useless on its own but there are multiple models that use it.
2025-08-25 23:26:47 -04:00
blepping
95ac7794b7
Fix EasyCache/LazyCache crash when tensor shape/dtype/device changes during sampling ( #9528 )
...
* Fix EasyCache/LazyCache crash when tensor shape/dtype/device changes during sampling
* Fix missing LazyCache check_metadata method
Ensure LazyCache reset method resets all the tensor state values
2025-08-24 15:29:49 -04:00
Jedrzej Kosinski
fc247150fe
Implement EasyCache and Invent LazyCache ( #9496 )
...
* Attempting a universal implementation of EasyCache, starting with flux as test; I screwed up the math a bit, but when I set it just right it works.
* Fixed math to make threshold work as expected, refactored code to use EasyCacheHolder instead of a dict wrapped by object
* Use sigmas from transformer_options instead of timesteps to be compatible with a greater amount of models, make end_percent work
* Make log statement when not skipping useful, preparing for per-cond caching
* Added DIFFUSION_MODEL wrapper around forward function for wan model
* Add subsampling for heuristic inputs
* Add subsampling to output_prev (output_prev_subsampled now)
* Properly consider conds in EasyCache logic
* Created SuperEasyCache to test what happens if caching and reuse is moved outside the scope of conds, added PREDICT_NOISE wrapper to facilitate this test
* Change max reuse_threshold to 3.0
* Mark EasyCache/SuperEasyCache as experimental (beta)
* Make Lumina2 compatible with EasyCache
* Add EasyCache support for Qwen Image
* Fix missing comma, curse you Cursor
* Add EasyCache support to AceStep
* Add EasyCache support to Chroma
* Added EasyCache support to Cosmos Predict t2i
* Make EasyCache not crash with Cosmos Predict ImagToVideo latents, but does not work well at all
* Add EasyCache support to hidream
* Added EasyCache support to hunyuan video
* Added EasyCache support to hunyuan3d
* Added EasyCache support to LTXV (not very good, but does not crash)
* Implemented EasyCache for aura_flow
* Renamed SuperEasyCache to LazyCache, hardcoded subsample_factor to 8 on nodes
* Eatra logging when verbose is true for EasyCache
2025-08-22 22:41:08 -04:00
Alexander Piskun
bab08f40d1
v3 nodes (part a) ( #9149 )
2025-08-21 22:05:36 -04:00
Alexander Piskun
bc49106837
convert String nodes to V3 schema ( #9370 )
2025-08-21 22:03:57 -04:00
comfyanonymous
1b2de2642d
Support diffsynth inpaint controlnet (model patch). ( #9471 )
2025-08-21 00:33:49 -04:00
comfyanonymous
0963493a9c
Support for Qwen Diffsynth Controlnets canny and depth. ( #9465 )
...
These are not real controlnets but actually a patch on the model so they
will be treated as such.
Put them in the models/model_patches/ folder.
Use the new ModelPatchLoader and QwenImageDiffsynthControlnet nodes.
2025-08-20 22:26:37 -04:00
Harel Cain
fe01885acf
LTXV: fix key frame noise mask dimensions for when real noise mask exists ( #9425 )
2025-08-20 03:33:10 -04:00
comfyanonymous
bddd69618b
Change the TextEncodeQwenImageEdit node to use logic closer to reference. ( #9432 )
2025-08-19 16:49:01 -04:00
