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
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
7cd0cdfce6
Add advanced model merge node for Flux model.
2024-08-02 23:20:53 -04:00
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
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
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 )
...
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.
...
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.
...
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.
...
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.
...
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 )
...
(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 )
...
* 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.
...
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.
...
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 )
...
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.
...
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.
...
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.
...
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.
...
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
comfyanonymous
fgdfgfthgr-fox
Jairo Correa
Silver
Chenlei Hu
Peter Crabtree
Zhenyu Zhou
Denys Smirnov
Joey Ballentine
pythongosssss
Pam
MoonRide303
Dmytro Mishkin
Shiimizu