27 Commits

Author SHA1 Message Date
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
2e21122aab Add a node to set the model compute dtype for debugging. 2025-02-15 04:15:37 -05:00
comfyanonymous
adea2beb5c Add edm option to ModelSamplingContinuousEDM for Cosmos.
You can now use this node with "edm" selected to control the sigma_max and
sigma_min of the Cosmos model sampling.
2025-01-11 02:18:42 -05:00
Chenlei Hu
d9d7f3c619
Lint all unused variables (#5989)
* Enable F841

* Autofix

* Remove all unused variable assignment
2024-12-12 17:59:16 -05:00
Chenlei Hu
0fd4e6c778
Lint unused import (#5973)
* Lint unused import

* nit

* Remove unused imports

* revert fix_torch import

* nit
2024-12-09 15:24:39 -05:00
comfyanonymous
3748e7ef7a Fix regression. 2024-11-13 04:24:48 -05:00
comfyanonymous
2a18e98ccf Refactor so that zsnr can be set in the sampling_settings. 2024-11-11 04:55:56 -05:00
comfyanonymous
56f3c660bf ModelSamplingFlux now takes a resolution and adjusts the shift with it.
If you want to sample Flux dev exactly how the reference code does use
the same resolution as your image in this node.
2024-08-04 04:06:00 -04:00
comfyanonymous
0eea47d580 Add ModelSamplingFlux to experiment with the shift value.
Default shift on Flux Schnell is 0.0
2024-08-03 03:54:38 -04:00
comfyanonymous
8e012043a9 Add a ModelSamplingAuraFlow node to change the shift value.
Set the default AuraFlow shift value to 1.73 (sqrt(3)).
2024-07-11 17:57:36 -04:00
comfyanonymous
bb1969cab7 Initial support for the stable audio open model. 2024-06-15 12:14:56 -04:00
comfyanonymous
c8b5e08dc3 Default shift value on SD3 is 3.0 2024-06-12 02:24:39 -04:00
comfyanonymous
8c4a9befa7 SD3 Support. 2024-06-10 14:06:23 -04:00
comfyanonymous
d46583ecec Playground V2.5 support with ModelSamplingContinuousEDM node.
Use ModelSamplingContinuousEDM with edm_playground_v2.5 selected.
2024-02-27 15:12:33 -05:00
comfyanonymous
7faa4507ec ModelSamplingDiscrete: x0 model support that predict a denoised image. 2024-02-21 08:05:43 -05:00
comfyanonymous
8b60d33bb7 Add ModelSamplingStableCascade to control the shift sampling parameter.
shift is 2.0 by default on Stage C and 1.0 by default on Stage B.
2024-02-18 00:55:23 -05:00
comfyanonymous
adc40e3d7b Forgot this. 2023-12-15 15:46:23 -05:00
comfyanonymous
014c8bf2f2 Refactor LCM to support more model types. 2023-12-15 15:26:12 -05:00
comfyanonymous
f30b992b18 .sigma and .timestep now return tensors on the same device as the input. 2023-11-27 16:41:33 -05:00
comfyanonymous
488de0b4df ModelSamplingDiscreteLCM -> ModelSamplingDiscreteDistilled 2023-11-27 16:32:03 -05:00
comfyanonymous
871cc20e13 Support SVD img2vid model. 2023-11-23 19:41:33 -05:00
comfyanonymous
d9d8702d8d percent_to_sigma now returns a float instead of a tensor. 2023-11-18 23:20:29 -05:00
comfyanonymous
dcec1047e6 Invert the start and end percentages in the code.
This doesn't affect how percentages behave in the frontend but breaks
things if you relied on them in the backend.

percent_to_sigma goes from 0 to 1.0 instead of 1.0 to 0 for less confusion.

Make percent 0 return an extremely large sigma and percent 1.0 return a
zero one to fix imprecision.
2023-11-16 04:23:44 -05:00
comfyanonymous
ca2812bae0 Fix RescaleCFG for batch size > 1. 2023-11-10 22:05:25 -05:00
comfyanonymous
58d5d71a93 Working RescaleCFG node.
This was broken because of recent changes so I fixed it and moved it from
the experiments repo.
2023-11-10 20:52:10 -05:00
comfyanonymous
002aefa382 Support lcm models.
Use the "lcm" sampler to sample them, you also have to use the
ModelSamplingDiscrete node to set them as lcm models to use them properly.
2023-11-09 18:30:22 -05:00
comfyanonymous
844dbf97a7 Add: advanced->model->ModelSamplingDiscrete node.
This allows changing the sampling parameters of the model (eps or vpred)
or set the model to use zsnr.
2023-11-07 03:28:53 -05:00