467 Commits

Author SHA1 Message Date
comfyanonymous
3dc240d089 Make fresca work on multi dim. 2025-04-17 15:46:41 -04:00
BVH
19373aee75
Add FreSca node (#7631) 2025-04-17 15:24:33 -04:00
comfyanonymous
eba7a25e7a Add WanFirstLastFrameToVideo node to use the new model. 2025-04-17 13:23:22 -04:00
comfyanonymous
9ad792f927 Basic support for hidream i1 model. 2025-04-15 17:35:05 -04:00
Kohaku-Blueleaf
aadc6c2207 Merge branch 'yo-lora-trainer' into weight-adapter-train 2025-04-15 21:44:45 +08:00
JNP
9ee6ca99d8
add_optimalsteps (#7584)
Co-authored-by: bebebe666 <jianningpei@tencent.com>
2025-04-12 20:33:36 -04:00
comfyanonymous
ab31b64412 Make "surface net" the default in the VoxelToMesh node. 2025-04-09 09:42:08 -04:00
thot experiment
fe29739c68
add VoxelToMesh node w/ surfacenet meshing (#7446)
* add VoxelToMesh node w/ surfacenet meshing

could delete the VoxelToMeshBasic node now probably?

* fix ruff
2025-04-09 09:41:03 -04:00
Kohaku-Blueleaf
88d9168df0
Sync (#1)
* Allow disabling pe in flux code for some other models.

* Initial Hunyuan3Dv2 implementation.

Supports the multiview, mini, turbo models and VAEs.

* Fix orientation of hunyuan 3d model.

* A few fixes for the hunyuan3d models.

* Update frontend to 1.13 (#7331)

* Add backend primitive nodes (#7328)

* Add backend primitive nodes

* Add control after generate to int primitive

* Nodes to convert images to YUV and back.

Can be used to convert an image to black and white.

* Update frontend to 1.14 (#7343)

* Native LotusD Implementation (#7125)

* draft pass at a native comfy implementation of Lotus-D depth and normal est

* fix model_sampling kludges

* fix ruff

---------

Co-authored-by: comfyanonymous <121283862+comfyanonymous@users.noreply.github.com>

* Automatically set the right sampling type for lotus.

* support output normal and lineart once (#7290)

* [nit] Format error strings (#7345)

* ComfyUI version v0.3.27

* Fallback to pytorch attention if sage attention fails.

* Add model merging node for WAN 2.1

* Add Hunyuan3D to readme.

* Support more float8 types.

* Add CFGZeroStar node.

Works on all models that use a negative prompt but is meant for rectified
flow models.

* Support the WAN 2.1 fun control models.

Use the new WanFunControlToVideo node.

* Add WanFunInpaintToVideo node for the Wan fun inpaint models.

* Update frontend to 1.14.6 (#7416)

Cherry-pick the fix: https://github.com/Comfy-Org/ComfyUI_frontend/pull/3252

* Don't error if wan concat image has extra channels.

* ltxv: fix preprocessing exception when compression is 0. (#7431)

* Remove useless code.

* Fix latent composite node not working when source has alpha.

* Fix alpha channel mismatch on destination in ImageCompositeMasked

* Add option to store TE in bf16 (#7461)

* User missing (#7439)

* Ensuring a 401 error is returned when user data is not found in multi-user context.

* Returning a 401 error when provided comfy-user does not exists on server side.

* Fix comment.

This function does not support quads.

* MLU memory optimization (#7470)

Co-authored-by: huzhan <huzhan@cambricon.com>

* Fix alpha image issue in more nodes.

* Fix problem.

* Disable partial offloading of audio VAE.

* Add activations_shape info in UNet models (#7482)

* Add activations_shape info in UNet models

* activations_shape should be a list

* Support 512 siglip model.

* Show a proper error to the user when a vision model file is invalid.

* Support the wan fun reward loras.

---------

Co-authored-by: comfyanonymous <comfyanonymous@protonmail.com>
Co-authored-by: Chenlei Hu <hcl@comfy.org>
Co-authored-by: thot experiment <94414189+thot-experiment@users.noreply.github.com>
Co-authored-by: comfyanonymous <121283862+comfyanonymous@users.noreply.github.com>
Co-authored-by: Terry Jia <terryjia88@gmail.com>
Co-authored-by: Michael Kupchick <michael@lightricks.com>
Co-authored-by: BVH <82035780+bvhari@users.noreply.github.com>
Co-authored-by: Laurent Erignoux <lerignoux@gmail.com>
Co-authored-by: BiologicalExplosion <49753622+BiologicalExplosion@users.noreply.github.com>
Co-authored-by: huzhan <huzhan@cambricon.com>
Co-authored-by: Raphael Walker <slickytail.mc@gmail.com>
2025-04-08 18:38:44 +08:00
comfyanonymous
3d2e3a6f29 Fix alpha image issue in more nodes. 2025-04-02 19:32:49 -04:00
comfyanonymous
ab5413351e Fix comment.
This function does not support quads.
2025-04-01 14:09:31 -04:00
comfyanonymous
548457bac4 Fix alpha channel mismatch on destination in ImageCompositeMasked 2025-03-31 20:59:12 -04:00
comfyanonymous
0b4584c741 Fix latent composite node not working when source has alpha. 2025-03-30 21:47:05 -04:00
Michael Kupchick
832fc02330
ltxv: fix preprocessing exception when compression is 0. (#7431) 2025-03-29 20:03:02 -04:00
comfyanonymous
0a1f8869c9 Add WanFunInpaintToVideo node for the Wan fun inpaint models. 2025-03-27 11:13:27 -04:00
comfyanonymous
3661c833bc Support the WAN 2.1 fun control models.
Use the new WanFunControlToVideo node.
2025-03-26 19:54:54 -04:00
Yoland Y
d58ad2dd19 Expand supported image file extensions in LoadImageSetNode 2025-03-26 17:30:42 +08:00
Yoland Yan
bfc2f177e8 Refactor import statements in nodes_train.py
Reorganized and cleaned up import statements, removing unused imports and adding specific module imports for better clarity and organization.
2025-03-26 17:30:42 +08:00
Yoland Yan
2cd3c8a2fb Fix ruff errors 2025-03-26 17:30:41 +08:00
Yoland Yan
225a196dae Feat: Add basic LoRA training support
For more details: https://github.com/Comfy-Org/rfcs/pull/26
2025-03-26 17:30:41 +08:00
comfyanonymous
84fdaf7b0e Add CFGZeroStar node.
Works on all models that use a negative prompt but is meant for rectified
flow models.
2025-03-26 05:09:52 -04:00
comfyanonymous
581a9991ff Add model merging node for WAN 2.1 2025-03-23 08:06:36 -04:00
Terry Jia
2206246055
support output normal and lineart once (#7290) 2025-03-21 16:24:13 -04:00
comfyanonymous
d9fa9d307f Automatically set the right sampling type for lotus. 2025-03-21 14:19:37 -04:00
thot experiment
83e839a89b
Native LotusD Implementation (#7125)
* draft pass at a native comfy implementation of Lotus-D depth and normal est

* fix model_sampling kludges

* fix ruff

---------

Co-authored-by: comfyanonymous <121283862+comfyanonymous@users.noreply.github.com>
2025-03-21 14:04:15 -04:00
comfyanonymous
0956107170 Nodes to convert images to YUV and back.
Can be used to convert an image to black and white.
2025-03-21 06:32:44 -04:00
Chenlei Hu
a4a956dbbd
Add backend primitive nodes (#7328)
* Add backend primitive nodes

* Add control after generate to int primitive
2025-03-21 01:47:18 -04:00
comfyanonymous
3872b43d4b A few fixes for the hunyuan3d models. 2025-03-20 04:52:31 -04:00
comfyanonymous
32ca0805b7 Fix orientation of hunyuan 3d model. 2025-03-19 19:55:24 -04:00
comfyanonymous
11f1b41bab Initial Hunyuan3Dv2 implementation.
Supports the multiview, mini, turbo models and VAEs.
2025-03-19 16:52:58 -04:00
Andrew Kvochko
67c7184b74
ltxv: relax frame_idx divisibility for single frames. (#7146)
This commit relaxes divisibility constraint for single-frame
conditionings. For single frames, the index can be arbitrary, while
multi-frame conditionings (>= 9 frames) must still be aligned to 8
frames.

Co-authored-by: Andrew Kvochko <a.kvochko@lightricks.com>
2025-03-10 04:11:48 -04:00
Terry Jia
e1da98a14a
remove unused params (#6931) 2025-03-09 14:07:09 -04:00
comfyanonymous
7395b0c0d1 Support new hunyuan video i2v model.
Use the new "v2 (replace)" guidance type in HunyuanImageToVideo and set
image_interleave to 4 on the "Text Encode Hunyuan Video" node.
2025-03-08 20:34:47 -05:00
comfyanonymous
be4e760648 Add an image_interleave option to the Hunyuan image to video encode node.
See the tooltip for what it does.
2025-03-07 19:56:26 -05:00
comfyanonymous
29a70ca101 Support HunyuanVideo image to video model. 2025-03-06 03:07:15 -05:00
Chenlei Hu
5d84607bf3
Add type hint for FileLocator (#6968)
* Add type hint for FileLocator

* nit
2025-03-05 15:35:26 -05:00
Chenlei Hu
52b3469606
[NodeDef] Explicitly add control_after_generate to seed/noise_seed (#7059)
* [NodeDef] Explicitly add control_after_generate to seed/noise_seed

* Update comfy/comfy_types/node_typing.py

Co-authored-by: filtered <176114999+webfiltered@users.noreply.github.com>

---------

Co-authored-by: filtered <176114999+webfiltered@users.noreply.github.com>
2025-03-05 15:33:23 -05:00
comfyanonymous
76739c23c3 Revert "Partially revert last commit."
This reverts commit a80bc822a206e5d728e735f647c4c25b6c035b2d.
2025-03-05 09:57:40 -05:00
comfyanonymous
a80bc822a2 Partially revert last commit. 2025-03-05 08:58:44 -05:00
Andrew Kvochko
872780d236
fix: ltxv crop guides works with 0 keyframes (#7085)
This patch fixes a bug in LTXVCropGuides when the latent has no
keyframes. Additionally, the first frame is always added as a keyframe.

Co-authored-by: Andrew Kvochko <a.kvochko@lightricks.com>
2025-03-05 08:47:32 -05:00
comfyanonymous
77633ba77d Remove unused variable. 2025-03-05 07:31:47 -05:00
comfyanonymous
30e6cfb1a0 Fix LTXVPreprocess on resolutions that are not multiples of 2. 2025-03-05 07:18:13 -05:00
comfyanonymous
93fedd92fe Support LTXV 0.9.5.
Credits: Lightricks team.
2025-03-05 00:13:49 -05:00
comfyanonymous
f86c724ef2 Temporal area composition.
New ConditioningSetAreaPercentageVideo node.
2025-03-03 06:50:31 -05:00
comfyanonymous
6f81cd8973 Change defaults in WanImageToVideo node. 2025-03-01 19:26:48 -05:00
comfyanonymous
0844998db3 Slightly better wan i2v mask implementation. 2025-02-26 03:49:50 -05:00
comfyanonymous
4ced06b879 WIP support for Wan I2V model. 2025-02-26 01:49:43 -05:00
comfyanonymous
0c32f82298 Fix missing frames in SaveWEBM node. 2025-02-25 20:21:03 -05:00
comfyanonymous
0d4d9222c6 Add early experimental SaveWEBM node to save .webm files.
The frontend part isn't done yet so there is no video preview on the node
or dragging the webm on the interface to load the workflow yet.

This uses a new dependency: PyAV.
2025-02-19 07:12:15 -05:00
Zhong-Yu Li
61c8c70c6e
support system prompt and cfg renorm in Lumina2 (#6795)
* support system prompt and cfg renorm in Lumina2

* fix issues with the ruff style check
2025-02-16 18:15:43 -05:00