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ComfyUI
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324 Commits

Author SHA1 Message Date
comfyanonymous 9a0a5d32ee Add a skip layer guidance node that can also skip single layers. 
This one should work for skipping the single layers of models like Flux
and Auraflow.

If you want to see how these models work and how many double/single layers
they have see the "ModelMerge*" nodes for the specific model.
 2024-11-18 02:20:43 -05:00
comfyanonymous 5fb59c8475 Add a node to block merge auraflow models. 2024-11-15 12:47:55 -05:00
comfyanonymous 122c9ca1ce Add advanced model merging node for mochi. 2024-11-14 07:51:20 -05:00
comfyanonymous 3748e7ef7a Fix regression. 2024-11-13 04:24:48 -05:00
comfyanonymous 8ebf2d8831 Add block replace transformer_options to flux. 2024-11-12 08:00:39 -05:00
Dr.Lt.Data 2d28b0b479
improve: add descriptions for clip loaders (#5576) 2024-11-11 05:37:23 -05:00
comfyanonymous 2a18e98ccf Refactor so that zsnr can be set in the sampling_settings. 2024-11-11 04:55:56 -05:00
comfyanonymous 9c1ed58ef2 proper fix for sag. 2024-11-10 00:10:45 -05:00
DenOfEquity dd5b57e3d7
fix for SAG with Kohya HRFix/ Deep Shrink (#5546) 
now works with arbitrary downscale factors
 2024-11-08 18:16:29 -05:00
comfyanonymous 75a818c720 Move mochi latent node to: latent/video. 2024-11-08 08:33:44 -05:00
comfyanonymous ee8abf0cff Update folder paths: "clip" -> "text_encoders" 
You can still use models/clip but the folder might get removed eventually
on new installs of ComfyUI.
 2024-11-02 15:35:38 -04:00
comfyanonymous 770ab200f2 Cleanup SkipLayerGuidanceSD3 node. 2024-10-29 10:11:46 -04:00
Dango233 954683d0db
SLG first implementation for SD3.5 (#5404) 
* SLG first implementation for SD3.5

* * Simplify and align with comfy style
 2024-10-29 09:59:21 -04:00
comfyanonymous 5cbb01bc2f Basic Genmo Mochi video model support. 
To use:
"Load CLIP" node with t5xxl + type mochi
"Load Diffusion Model" node with the mochi dit file.
"Load VAE" with the mochi vae file.

EmptyMochiLatentVideo node for the latent.
euler + linear_quadratic in the KSampler node.
 2024-10-26 06:54:00 -04:00
comfyanonymous 52810907e2 Add a model merge node for SD3.5 large. 2024-10-24 16:46:21 -04:00
comfyanonymous 518c0dc2fe Add tooltips to LoraSave node. 2024-10-18 06:01:09 -04:00
comfyanonymous 7390ff3b1e Add missing import. 2024-10-16 14:58:30 -04:00
comfyanonymous f71cfd2687 Add an experimental node to sharpen latents. 
Can be used with LatentApplyOperationCFG for interesting results.
 2024-10-16 05:25:31 -04:00
comfyanonymous 0dbba9f751 Add some latent operation nodes. 
This is a port of the ModelSamplerTonemapNoiseTest from the experiments
repo.

To replicate that node use LatentOperationTonemapReinhard and
LatentApplyOperationCFG together.
 2024-10-15 15:00:36 -04:00
comfyanonymous 83b01f960a Add backend option to TorchCompileModel. 
If you want to use the cudagraphs backend you need to: --disable-cuda-malloc

If you get other backends working feel free to make a PR to add them.
 2024-09-27 02:12:37 -04:00
comfyanonymous 037c3159b6 Move some nodes out of _for_testing. 2024-09-25 08:41:22 -04:00
comfyanonymous fdf37566ef Add batch size to EmptyLatentAudio. 2024-09-24 04:32:55 -04:00
comfyanonymous 7a415f47a9 Add an optional VAE input to the ControlNetApplyAdvanced node. 
Deprecate the other controlnet nodes.
 2024-09-22 01:24:52 -04:00
comfyanonymous 364b69e931 Make SD3 empty latent image zeros. 
This shouldn't change anything. The reason it was not zeros is because it
did matter in early versions of the code.
 2024-09-21 09:13:10 -04:00
comfyanonymous a355f38ecc Make the SD3 controlnet node the default one. 2024-09-21 01:32:46 -04:00
yoinked e7d4782736
add laplace scheduler [2407.03297] (#4990) 
* add laplace scheduler [2407.03297]

* should be here instead lol

* better settings
 2024-09-19 23:23:09 -04:00
Alex "mcmonkey" Goodwin 254838f23c
add simple error check to model loading (#4950) 2024-09-17 03:57:17 -04:00
comfyanonymous 56e8f5e4fd VAEDecodeAudio now does some normalization on the audio. 2024-09-16 00:30:36 -04:00
comfyanonymous ca08597670 Make the inpaint controlnet node work with non inpaint ones. 2024-09-14 09:17:13 -04:00
comfyanonymous f48e390032 Support AliMama SD3 and Flux inpaint controlnets. 
Use the ControlNetInpaintingAliMamaApply node.
 2024-09-14 09:05:16 -04:00
comfyanonymous 7c6eb4fb29 Set some nodes as DEPRECATED. 2024-09-12 20:27:07 -04:00
comfyanonymous d0b7ab88ba Add a simple experimental TorchCompileModel node. 
It probably only works on Linux.

For maximum speed on Flux with Nvidia 40 series/ada and newer try using
this node with fp8_e4m3fn and the --fast argument.
 2024-09-12 05:24:25 -04:00
bymyself e760bf5c40
Add content-type filter method to folder_paths (#4054) 
* Add content-type filter method to folder_paths

* Add unit tests

* Hardcode webp content-type

* Annotate content_types as Literal["image", "video", "audio"]
 2024-09-11 02:00:07 -04:00
comfyanonymous 8aabd7c8c0 SaveLora node can now save "full diff" lora format. 
This isn't actually a lora format and is saving the full diff of the
weights in a format that can be used in the lora loader nodes.
 2024-09-07 03:21:02 -04:00
comfyanonymous a09b29ca11 Add an option to the SaveLora node to store the bias diff. 2024-09-07 03:03:30 -04:00
comfyanonymous 9bfee68773 LoraSave node now supports generating text encoder loras. 
text_encoder_diff should be connected to a CLIPMergeSubtract node.

model_diff and text_encoder_diff are optional inputs so you can create
model only loras, text encoder only loras or a lora that contains both.
 2024-09-07 02:30:12 -04:00
comfyanonymous 22d1241a50 Add an experimental LoraSave node to extract model loras. 
The model_diff input should be connected to the output of a
ModelMergeSubtract node.
 2024-09-04 16:38:38 -04:00
comfyanonymous 766ae119a8 CheckpointSave node name. 2024-08-19 15:06:12 -04:00
comfyanonymous 310ad09258 Add a ModelSave node. 2024-08-17 21:43:07 -04:00
comfyanonymous a475ec2300 Cleanup HunyuanDit controlnets. 
Use the: ControlNetApply SD3 and HunyuanDiT node.
 2024-08-09 02:59:34 -04:00
来新璐 06eb9fb426
feat: add support for HunYuanDit ControlNet (#4245) 
* add support for HunYuanDit ControlNet

* fix hunyuandit controlnet

* fix typo in hunyuandit controlnet

* fix typo in hunyuandit controlnet

* fix code format style

* add control_weight support for HunyuanDit Controlnet

* use control_weights in HunyuanDit Controlnet

* fix typo
 2024-08-09 02:59:24 -04:00
Silver f3bc40223a
Add format metadata to CLIP save to make compatible with diffusers safetensors loading (#4233) 2024-08-06 01:45:24 -04:00
comfyanonymous ddb6a9f47c Set the step in EmptySD3LatentImage to 16. 
These models work better when the res is a multiple of 16.
 2024-08-04 15:59:02 -04:00
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 7cd0cdfce6 Add advanced model merge node for Flux model. 2024-08-02 23:20:53 -04:00
fgdfgfthgr-fox bfb52de866
Lower SAG scale step for finer control (#4158) 
* Lower SAG step for finer control

Since the introduction of cfg++ which uses very low cfg value, a step of 0.1 in SAG might be too high for finer control. Even SAG of 0.1 can be too high when cfg is only 0.6, so I change the step to 0.01.

* Lower PAG step as well.

* Update nodes_sag.py
 2024-08-02 10:29:03 -04:00
comfyanonymous eca962c6da Add FluxGuidance node. 
This lets you adjust the guidance on the dev model which is a parameter
that is passed to the diffusion model.
 2024-08-02 10:25:49 -04:00
Jairo Correa c1696cd1b5
Add missing import (#4174) 2024-08-02 09:34:12 -04:00
comfyanonymous a531001cc7 Add CLIPTextEncodeFlux. 2024-08-01 18:53:25 -04:00