bfb52de866
Lower SAG scale step for finer control ( #4158 )
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* 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
eca962c6da
Add FluxGuidance node.
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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
c1696cd1b5
Add missing import ( #4174 )
2024-08-02 09:34:12 -04:00
a531001cc7
Add CLIPTextEncodeFlux.
2024-08-01 18:53:25 -04:00
9300058026
Add dpmpp_2s_ancestral as custom sampler ( #4101 )
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Adding dpmpp_2s_ancestral as custom sampler node to enable its use with eta and s_noise when using custom sampling.
2024-07-27 16:19:50 -04:00
6225a7827c
Add CLIPTextEncodeHunyuanDiT.
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Useful for testing what each text encoder does.
2024-07-26 13:08:06 -04:00
b2c995f623
"auto" type is only relevant to the SetUnionControlNetType node.
2024-07-22 11:30:38 -04:00
4151fbfa8a
Add error message on union controlnet ( #4081 )
2024-07-22 11:27:32 -04:00
f836e69346
Fix bug with SaveAudio node with --gpu-only
2024-07-21 16:16:45 -04:00
6ab8cad22e
Implement beta sampling scheduler.
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It is based on: https://arxiv.org/abs/2407.12173
Add "beta" to the list of schedulers and the BetaSamplingScheduler node.
2024-07-19 18:05:09 -04:00
ff6ca2a892
Move PAG to model_patches/unet section.
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Move other unet model_patches nodes to model_patches/unet section.
2024-07-18 17:22:51 -04:00
60383f3b64
Move controlnet nodes to conditioning/controlnet.
2024-07-16 17:08:25 -04:00
8270c62530
Add SetUnionControlNetType to set the type of the union controlnet model.
2024-07-16 17:04:53 -04:00
8e012043a9
Add a ModelSamplingAuraFlow node to change the shift value.
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Set the default AuraFlow shift value to 1.73 (sqrt(3)).
2024-07-11 17:57:36 -04:00
628f0b8ebc
Move audio nodes out of _for_testing.
2024-07-07 09:22:32 -04:00
01991f72ce
Fix SamplerEulerCFGpp node.
2024-07-02 12:21:08 -04:00
b82d67d5bf
Add SamplerEulerAncestralCFG++ custom sampler node ( #3901 )
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(for eta and s_noise)
2024-07-01 17:42:17 -04:00
fbb7a1f1b6
PreviewAudio node.
2024-06-29 01:33:22 -04:00
7ecb2ec169
Audio second setting in EmptyLatentAudio.
2024-06-28 02:55:36 -04:00
264caca20e
ControlNetApplySD3 node can now be used to use SD3 controlnets.
2024-06-27 18:43:11 -04:00
4650e7d6e9
Save and load workflow from the flac files output by SaveAudio.
2024-06-27 02:07:29 -04:00
3b423afcca
Add audio widget ( #3863 )
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* Add audio widget
* Fix audio bugs
* Add CSS
* Populate audio widget when load history
2024-06-27 00:22:55 -04:00
69d710e40f
Implement my alternative take on CFG++ as the euler_pp sampler.
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Add euler_ancestral_pp which is the ancestral version of euler with the
same modification.
2024-06-25 07:41:52 -04:00
eab211bb1e
Resample audio to 44100 when VAE encoding it.
2024-06-24 16:55:20 -04:00
73ca780019
Add SamplerEulerCFG++ node.
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This node should match the DDIM implementation of CFG++ when "regular" is
selected.
"alternative" is a slightly different take on CFG++
2024-06-23 13:21:18 -04:00
887a6341ed
Proper ModelMergeSD3_2B node.
2024-06-21 08:41:31 -04:00
45e10cac19
feat: add gits scheduler ( #3769 )
2024-06-20 08:12:15 -04:00
0d6a57938e
Support loading diffusers SD3 model format with UNETLoader node.
2024-06-19 22:21:18 -04:00
bb1969cab7
Initial support for the stable audio open model.
2024-06-15 12:14:56 -04:00
0eaa34ec5b
Fix regular empty latent image not working with SD3 and custom sampler.
2024-06-12 10:32:34 -04:00
c8b5e08dc3
Default shift value on SD3 is 3.0
2024-06-12 02:24:39 -04:00
32be358213
Save SD3 modelspec.architecture in CheckpointSave node.
2024-06-12 01:02:07 -04:00
1c34d338d7
Update EmptySD3LatentImage to use 1024 resolution by default.
2024-06-11 07:37:22 -04:00
8c4a9befa7
SD3 Support.
2024-06-10 14:06:23 -04:00
6cd8ffc465
Reshape the empty latent image to the right amount of channels if needed.
2024-06-08 02:35:08 -04:00
20447e9ec9
Fix alpha in PorterDuffImageComposite. ( #3411 )
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There were two bugs in PorterDuffImageComposite.
The first one is the fact that it uses the mask input directly as alpha, missing the conversion (`1-a`). The fix is similar to c16f5744
2024-06-04 16:37:11 -04:00
e2c585f3be
Fix to allow use of PerpNegGuider with cfg_function_post hooks (like PAG) ( #3618 )
2024-06-01 12:36:08 -04:00
91542d4f8b
Import spandrel_extra_arches if present.
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I will not add this dependency to the default ones because models in the
spandrel_extra_arches package are non commercial and therefore not
compatible with free software licenses like the one ComfyUI uses.
If you don't mind this you can install it manually yourself.
2024-05-28 01:42:11 -04:00
0920e0e5fe
Remove some unused imports.
2024-05-27 19:08:27 -04:00
16a493a190
Keep compatibility with some custom nodes.
2024-05-26 15:37:41 -04:00
9a151b7def
Fix issue and unpin spandrel package.
2024-05-26 13:44:47 -04:00
8cfd677cc0
Replace chainner_models with Spandrel package ( #2146 )
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* Replace chainner_models with Spandrel
* Update to latest spandrel
* Use spandrel_foss instead
* update spandrel to new FOSS-compliant version
2024-05-26 13:44:17 -04:00
b02bcced05
Fix FreeU not working when shape is tensor.
2024-05-23 11:48:04 -04:00
91590adf04
Add webcam node ( #3497 )
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* Add webcam node
* unused import
2024-05-17 13:16:08 -04:00
ec6f16adb6
Fix SAG.
2024-05-14 18:02:27 -04:00
2de3b69b30
Support saving some more modelspec types.
2024-05-13 21:54:11 -04:00
e1489ad257
Fix issue with lowvram mode breaking model saving.
2024-05-11 21:55:20 -04:00
3787b4f246
Use get_model_object in Deep Shrink node ( #3408 )
2024-05-06 18:39:39 -04:00
565eb6d176
Add a SplitSigmasDenoise node as an alternative to SplitSigmas.
2024-05-05 05:24:36 -04:00
94d5a12801
Don't load the model in SDTurboScheduler
2024-05-01 16:57:10 -04:00
eecd69b53a
Add a SamplerLCMUpscale node.
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This sampler is an LCM sampler that upscales the latent during sampling.
It can be used to generate at a higher resolution with an LCM model very
quickly.
To try it use it with a basic 5 step LCM workflow with scale_ratio 1.5 or
2.0
2024-04-29 20:00:47 -04:00
059773a6df
Add some nodes to multiply the attention in UNet and Clip models.
2024-04-28 13:03:43 -04:00
10fcd09f4a
Add a denoise value to AlignYourStepsScheduler.
2024-04-27 00:48:41 -04:00
16eabdf70d
Free more vram for upscale models.
2024-04-25 17:04:19 -04:00
b8218522f1
Increase sigma_min/sigma_max range for custom schedulers ( #3317 )
2024-04-23 09:40:10 -04:00
d09b5ef4ef
Free some memory before loading upscale models.
2024-04-22 18:51:15 -04:00
4ee9aad6ca
Speed up Sharpen node.
2024-04-21 09:02:06 -04:00
644a3ae58d
Implement Align Your Steps as a AlignYourStepsScheduler node.
2024-04-20 04:34:12 -04:00
133dc3351b
Faster blur.
2024-04-19 03:52:02 -04:00
abc69cab45
Add a helpful warning for links that don't point anywhere.
2024-04-17 12:28:05 -04:00
45ec1cbe96
Implement PerpNeg as a guider.
2024-04-16 02:57:34 -04:00
8903dce862
This can be removed since PAG doesn't use the uncond.
2024-04-15 12:14:00 -04:00
719fb2c81d
Add basic PAG node.
2024-04-14 23:49:50 -04:00
744ac944db
Don't make dynamicPrompts the default on multiline string inputs.
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This should be less confusing to those who want to use multiline input
without them.
2024-04-13 16:18:00 -04:00
fd7c636680
Add an AddNoise node to add noise depending on the sigma.
2024-04-10 23:40:31 -04:00
4201181b35
Add ModelMergeSD1, ModelMergeSD2 and ModelMergeSDXL.
2024-04-09 04:31:14 -04:00
30abc324c2
Support properly saving CosXL checkpoints.
2024-04-08 00:36:22 -04:00
c9fc242e2c
The middle prompt should be treated more as a negative prompt.
2024-04-07 14:34:43 -04:00
d8dea4cdb8
Fix DisableNoise node.
2024-04-05 21:36:23 -04:00
ea9ac9d30b
Fix PerpNeg node.
2024-04-05 11:46:54 -04:00
0f5768e038
Fix missing arguments in cfg_function.
2024-04-04 23:38:57 -04:00
1a0486bb96
Fix model needing to be loaded on GPU to generate the sigmas.
2024-04-04 22:08:49 -04:00
1f8d8e6c77
Add InstructPixToPixConditioning node.
2024-04-04 15:06:17 -04:00
5272fd4b03
Add DualCFGGuider used in IP2P models for example.
2024-04-04 14:57:44 -04:00
cfbf3be54b
Add basic guider for models with no cfg.
2024-04-04 13:57:32 -04:00
c6bd456c45
Make zero denoise a NOP.
2024-04-04 11:41:27 -04:00
fcfd2bdf8a
Small cleanup.
2024-04-04 11:16:49 -04:00
f117566299
SamplerCustomAdvanced node.
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This node enables the creation of nodes to change the guider/denoiser and
the noise algorithm.
2024-04-04 01:32:25 -04:00
e6482fbbfc
Refactor calc_cond_uncond_batch into calc_cond_batch.
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calc_cond_batch can take an arbitrary amount of cond inputs.
Added a calc_cond_uncond_batch wrapper with a warning so custom nodes
won't break.
2024-04-01 18:07:47 -04:00
8ae1e4d125
Make step on sharpen node smaller.
2024-03-27 01:28:31 -04:00
40e124c6be
SV3D support.
2024-03-18 16:54:13 -04:00
0b78213bda
Fix neg scale step.
2024-03-18 15:51:23 -04:00
b1a16d4500
Fix stable cascade img2img not working with all resolutions.
2024-03-18 13:51:38 -04:00
d3406d8d58
Increase image batch nodes maximum values.
2024-03-17 08:57:49 -04:00
f2fe635c9f
SamplerDPMAdaptative node to test the different options.
2024-03-15 22:36:10 -04:00
eda8704386
Add SamplerDPMPP_3M_SDE node.
2024-03-12 12:16:37 -04:00
e7b8e240f7
Add SamplerLMS node.
2024-03-12 04:34:34 -04:00
2a813c3b09
Switch some more prints to logging.
2024-03-11 16:34:58 -04:00
4656273e72
Added additional nodes for CLIP merging
2024-03-09 19:32:33 +01:00
a9ee9589b7
Add SamplerEulerAncestral node.
2024-03-09 08:21:43 -05:00
55f37baae8
Move some stable cascade nodes outside of _for_testing.
2024-03-07 01:49:20 -05:00
3f75419e2e
Add a node to use the super resolution controlnet.
2024-03-07 01:48:31 -05:00
6d8834f08f
Add Morphology nodes from kornia ( #2781 )
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* import kornia
* Added morphology nodexs
* Add kornia to requirements
* fix choices
* options, also move to postprocessors
* fix placing and step
2024-03-04 12:50:28 -05:00
0490ce8244
Fix differential diffusion node for batches.
2024-03-04 00:43:09 -05:00
b2e1744a16
Add a ThresholdMask node.
2024-03-04 00:31:59 -05:00
12c1080ebc
Simplify differential diffusion code.
2024-03-03 15:34:42 -05:00
727021bdea
Implement Differential Diffusion ( #2876 )
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* Implement Differential Diffusion
* Cleanup.
* Fix.
* Masks should be applied at full strength.
* Fix colors.
* Register the node.
* Cleaner code.
* Fix issue with getting unipc sampler.
* Adjust thresholds.
* Switch to linear thresholds.
* Only calculate nearest_idx on valid thresholds.
2024-03-03 15:34:13 -05:00
d46583ecec
Playground V2.5 support with ModelSamplingContinuousEDM node.
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Use ModelSamplingContinuousEDM with edm_playground_v2.5 selected.
2024-02-27 15:12:33 -05:00
877a8f7a3c
Merge branch 'patch-1' of https://github.com/feffy380/ComfyUI
2024-02-22 16:23:50 -05:00
7faa4507ec
ModelSamplingDiscrete: x0 model support that predict a denoised image.
2024-02-21 08:05:43 -05:00
fgdfgfthgr-fox
comfyanonymous
Jairo Correa
Silver
Chenlei Hu
Peter Crabtree
Zhenyu Zhou
Denys Smirnov
Joey Ballentine
pythongosssss
Pam
MoonRide303
Dmytro Mishkin
Shiimizu