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
820807c8ed
Fix Perp-Neg math
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adjust perp-neg implementation to match the paper
2024-02-21 10:33:03 +01:00
a311524969
Node to make stable cascade image to image easier.
2024-02-19 13:36:20 -05:00
dbe0979b3f
Larger range for min/max compression for StableCascade_EmptyLatentImage.
2024-02-19 08:59:53 -05:00
8b60d33bb7
Add ModelSamplingStableCascade to control the shift sampling parameter.
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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
667c92814e
Stable Cascade Stage B.
2024-02-16 13:02:03 -05:00
0c9bc19768
Add ImageFromBatch.
2024-02-12 12:46:15 -05:00
20e3da6b31
Add a node to give the controlnet a prompt different from the unet.
2024-02-10 08:27:05 -05:00
f2bae7463e
changed default of LatentBatchSeedBehavior to fixed
2024-02-02 18:31:35 +09:00
7f4725f6b3
Fix some issues with --gpu-only
2024-01-27 02:51:27 -05:00
fc196aac80
Add a LatentBatchSeedBehavior node.
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This lets you set it so the latents can use the same seed for the sampling
on every image in the batch.
2024-01-26 23:13:02 -05:00
d1533d9c0f
Add experimental photomaker nodes.
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Put the model file in models/photomaker and use PhotoMakerLoader.
Then use PhotoMakerEncode with the keyword "photomaker" to apply the image
2024-01-24 09:51:42 -05:00
f2d432f9a7
Fix potential turbo scheduler model patching issue.
2024-01-22 00:28:13 -05:00
9fff3c46b4
Move some nodes to model_patches section.
2024-01-18 15:57:35 -05:00
d76a04b6ea
Add unfinished ImageOnlyCheckpointSave node to save a SVD checkpoint.
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This node is unfinished, SVD checkpoints saved with this node will
work with ComfyUI but not with anything else.
2024-01-17 19:46:21 -05:00
d4edd9bfa8
Fix hypertile issue with high depths.
2024-01-11 15:13:38 -05:00
b4e915e745
Skip SAG when latent is too small.
2024-01-10 04:08:43 -05:00
2c80d9acb9
Round up to nearest power of 2 in SAG node to fix some resolution issues.
2024-01-09 15:12:12 -05:00
7c9a0f7e0a
Fix BasicScheduler issue with Loras.
2024-01-05 12:31:13 -05:00
35322a3766
StableZero123_Conditioning_Batched node.
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This node lets you generate a batch of images with different elevations or
azimuths by setting the elevation_batch_increment and/or
azimuth_batch_increment.
It also sets the batch index for the latents so that the same init noise is
used on each frame.
2024-01-05 04:20:03 -05:00
8c6493578b
Implement noise augmentation for SD 4X upscale model.
2024-01-03 14:27:11 -05:00
ef4f6037cb
Fix model patches not working in custom sampling scheduler nodes.
2024-01-03 12:16:30 -05:00
a7874d1a8b
Add support for the stable diffusion x4 upscaling model.
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This is an old model.
Load the checkpoint like a regular one and use the new
SD_4XUpscale_Conditioning node.
2024-01-03 03:37:56 -05:00
d1f3637a5a
Add a denoise parameter to BasicScheduler node.
2023-12-31 15:37:20 -05:00
6781b181ef
Fix potential tensor device issue with ImageCompositeMasked.
2023-12-21 02:35:01 -05:00
5f54614e7f
Add a RebatchImages node.
2023-12-20 16:22:18 -05:00
e82942cc29
Add a denoise parameter to the SDTurboScheduler.
2023-12-20 02:54:25 -05:00
571ea8cdcc
Fix SAG not working with cfg 1.0
2023-12-18 17:03:32 -05:00
d2f322902c
Fix wrong Stable Zero123 node name.
2023-12-18 03:59:50 -05:00
2258f85159
Support stable zero 123 model.
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To use it use the ImageOnlyCheckpointLoader to load the checkpoint and
the new Stable_Zero123 node.
2023-12-18 03:48:04 -05:00
a036b94075
Move SaveAnimated nodes to image->animation.
2023-12-17 02:37:22 -05:00
574efd3782
Fix perpneg not working on SDXL.
2023-12-16 02:30:16 -05:00
172984db01
Fix SAG not working on certain resolutions.
2023-12-16 01:29:57 -05:00
6596654d47
Add a LatentBatch node.
2023-12-16 01:21:00 -05:00
adc40e3d7b
Forgot this.
2023-12-15 15:46:23 -05:00
014c8bf2f2
Refactor LCM to support more model types.
2023-12-15 15:26:12 -05:00
9cad2f06ff
Make perp neg take a conditioning input instead of a CLIP one.
2023-12-15 14:40:57 -05:00
574363a8a6
Implement Perp-Neg
2023-12-16 00:28:16 +05:30
a5056cfb1f
Remove useless code.
2023-12-15 01:28:16 -05:00
b12b48e170
cleanup.
2023-12-14 20:11:46 -05:00
ba04a87d10
Refactor and improve the sag node.
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Moved all the sag related code to comfy_extras/nodes_sag.py
2023-12-13 16:11:26 -05:00
6761233e9d
Implement Self-Attention Guidance ( #2201 )
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* First SAG test
* need to put extra options on the model instead of patcher
* no errors and results seem not-broken
* Use @ashen-uncensored formula, which works better!!!
* Fix a crash when using weird resolutions. Remove an unnecessary UNet call
* Improve comments, optimize memory in blur routine
* SAG works with sampler_cfg_function
2023-12-13 15:52:11 -05:00
Joey Ballentine
comfyanonymous
pythongosssss
Pam
MoonRide303
Dmytro Mishkin
Shiimizu
feffy380
FizzleDorf
Hari
Rafie Walker