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
27d5808fc4
Increase max lora strength to 100.0
2024-04-23 13:07:39 -04:00
644a3ae58d
Implement Align Your Steps as a AlignYourStepsScheduler node.
2024-04-20 04:34:12 -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
4201181b35
Add ModelMergeSD1, ModelMergeSD2 and ModelMergeSDXL.
2024-04-09 04:31:14 -04:00
d644b6bcd8
Cleanup some more conditioning nodes.
2024-04-07 14:40:43 -04:00
80bda6c163
Cleanup a few conditioning nodes.
2024-04-07 14:27:40 -04:00
1f8d8e6c77
Add InstructPixToPixConditioning node.
2024-04-04 15:06:17 -04:00
96b4c757cf
Add log to debug custom nodes that hang when imported.
2024-03-30 11:52:11 -04:00
11838e60f4
Increase the max resolution.
2024-03-26 04:00:53 -04:00
d14bdb1896
Revert, NOTE: this will be removed again soon please fix your nodes.
2024-03-19 11:17:49 -04:00
0c55f16c9e
Remove code that should be useless now.
2024-03-19 09:47:14 -04:00
2a813c3b09
Switch some more prints to logging.
2024-03-11 16:34:58 -04:00
0ed72befe1
Change log levels.
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Logging level now defaults to info. --verbose sets it to debug.
2024-03-11 13:54:56 -04:00
03f4cfb7cd
Replace more prints with logging.
2024-03-11 00:58:49 -04:00
0a4675266e
Make message about missing dependencies more clear.
2024-03-08 18:43:13 -05:00
a38b9b3ac1
Add debugging info for when comfy_extra nodes fail to import.
2024-03-04 13:24:08 -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
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
c2cb8e889b
Always return unprojected pooled output for gligen.
2024-02-25 07:33:13 -05:00
3b2e579926
Support loading the Stable Cascade effnet and previewer as a VAE.
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The effnet can be used to encode images for img2img with Stage C.
2024-02-19 04:10:01 -05:00
97d03ae04a
StableCascade CLIP model support.
2024-02-16 13:29:04 -05:00
667c92814e
Stable Cascade Stage B.
2024-02-16 13:02:03 -05:00
c2c885261a
Merge branch 'batch-number-in-filename' of https://github.com/freakabcd/ComfyUI
2024-02-16 05:45:48 -05:00
20e3da6b31
Add a node to give the controlnet a prompt different from the unet.
2024-02-10 08:27:05 -05:00
2ccc0be28f
Add batch number to filename with %batch_num%
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Allow configurable addition of batch number to output file name.
2024-02-08 22:03:11 +10:00
9321198da6
Add node to set only the conditioning area strength.
2024-01-29 00:24:53 -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
10f2609fdd
Add InpaintModelConditioning node.
...
This is an alternative to VAE Encode for inpaint that should work with
lower denoise.
This is a different take on #2501
2024-01-11 03:15:27 -05:00
b3b5ddb07a
Support I mode images in LoadImageMask.
2024-01-08 17:08:17 -05:00
6a10640f0d
Support properly loading images with mode I.
2024-01-08 03:46:36 -05:00
a7874d1a8b
Add support for the stable diffusion x4 upscaling model.
...
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
04b713dda1
Fix VALIDATE_INPUTS getting called multiple times.
...
Allow VALIDATE_INPUTS to only validate specific inputs.
2023-12-29 17:36:40 -05:00
a1e1c69f7d
LoadImage now loads all the frames from animated images as a batch.
2023-12-20 16:39:09 -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
574363a8a6
Implement Perp-Neg
2023-12-16 00:28:16 +05:30
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
9ac0b487ac
Make --gpu-only put intermediate values in GPU memory instead of cpu.
2023-12-08 02:35:45 -05:00
d19de2753e
Merge branch 'fix_folders_handling' of https://github.com/fazo96/ComfyUI
2023-11-29 14:10:30 -05:00
798a34d009
Lower compress level for image preview.
2023-11-28 04:57:59 -05:00
5b37270d3a
Add a lora loader node for models with no CLIP.
2023-11-25 02:26:50 -05:00
42dfae6331
Nodes to properly use the SDV img2vid checkpoint.
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The img2vid model is conditioned on clip vision output only which means
there's no CLIP model which is why I added a ImageOnlyCheckpointLoader to
load it. Note that the unClipCheckpointLoader can also load it because it
also has a CLIP_VISION output.
SDV_img2vid_Conditioning is the node used to pass the right conditioning
to the img2vid model.
VideoLinearCFGGuidance applies a linearly decreasing CFG scale to each
video frame from the cfg set in the sampler node to min_cfg.
SDV_img2vid_Conditioning can be found in conditioning->video_models
ImageOnlyCheckpointLoader can be found in loaders->video_models
VideoLinearCFGGuidance can be found in sampling->video_models
2023-11-23 19:48:49 -05:00
1964bf1e78
fix: folder handling issues
2023-11-23 22:24:58 +01:00
cd4fc77d5f
Add taesd and taesdxl to VAELoader node.
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They will show up if both the taesd_encoder and taesd_decoder or taesdxl
model files are present in the models/vae_approx directory.
2023-11-21 12:54:19 -05:00
8a451234b3
Add ImageCrop node.
2023-11-18 04:44:17 -05:00
bd07ad1861
Add PatchModelAddDownscale (Kohya Deep Shrink) node.
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By adding a downscale to the unet in the first timesteps this node lets
you generate images at higher resolutions with less consistency issues.
2023-11-16 13:25:46 -05:00
dcec1047e6
Invert the start and end percentages in the code.
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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
ca71e542d2
Lower cfg step to 0.1 in sampler nodes.
2023-11-09 17:35:17 -05:00
844dbf97a7
Add: advanced->model->ModelSamplingDiscrete node.
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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
1443caf373
HyperTile node, can be found in: _for_testing->HyperTile
2023-10-21 05:16:38 -04:00
d44a2de49f
Make VAE code closer to sgm.
2023-10-17 15:18:51 -04:00
7e09e889e3
Make clear that the old CheckpointLoader is deprecated.
2023-10-15 02:22:22 -04:00
20d3852aa1
Pull some small changes from the other repo.
2023-10-11 20:38:48 -04:00
9212bea87c
Change a few things in #1578 .
2023-10-04 15:43:41 -04:00
ece69bf28c
Change channel type to MASK (reduced redundancy, increased usability)
2023-10-04 19:04:52 +02:00
d06cd2805d
Added support for Porter-Duff image compositing
2023-10-04 19:04:48 +02:00
ec454c771b
Refactor with code from comment of #1588
2023-10-02 17:26:59 -04:00
1adcc4c3a2
Add a SamplerCustom Node.
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This node takes a list of sigmas and a sampler object as input.
This lets people easily implement custom schedulers and samplers as nodes.
More nodes will be added to it in the future.
2023-09-27 22:21:18 -04:00
bf3fc2f1b7
Refactor sampling related code.
2023-09-27 16:45:22 -04:00
9546a798fb
Make LoadImage and LoadImageMask return masks in batch format.
2023-09-26 02:56:40 -04:00
ba7dfd60f2
Merge branch 'proportional-scale' of https://github.com/jn-jairo/ComfyUI
2023-09-25 12:39:53 -04:00
2381d36e6d
1024 wasn't enough.
2023-09-25 01:46:44 -04:00
42f6d1ebe2
Increase maximum batch sizes of empty image nodes.
2023-09-25 01:22:37 -04:00
77c124c5a1
Fix typo.
2023-09-24 13:27:57 -04:00
593b7069e7
Proportional scale latent and image
2023-09-24 12:08:54 -03:00
fd93c759e2
Implement FreeU: Free Lunch in Diffusion U-Net node.
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_for_testing->FreeU
2023-09-23 00:56:09 -04:00
422d16c027
Add some nodes to add, subtract and multiply latents.
2023-09-21 22:23:01 -04:00
1122df1a20
Increase range of lora strengths.
2023-09-20 17:58:54 -04:00
2b6b178173
Added support for lanczos scaling
2023-09-19 10:40:38 +02:00
0109431626
Lower the minimum resolution of EmptyLatentImage.
2023-09-18 16:20:03 -04:00
db63aa7e53
Nodes can now control the rounding in the UI.
2023-09-17 12:49:06 -04:00
f88f7f413a
Add a ConditioningSetAreaPercentage node.
2023-09-06 03:28:27 -04:00
36ea8784a8
Only return tuple of 3 args in CheckpointLoaderSimple.
2023-09-02 03:34:57 -04:00
57beace324
Fix VAEDecodeTiled minimum.
2023-08-31 14:26:16 -04:00
7e941f9f24
Clean up DiffusersLoader node.
2023-08-30 12:57:07 -04:00
8ddd081b09
Use the same units for tile size in VAEDecodeTiled and VAEEncodeTiled.
2023-08-29 01:51:35 -04:00
d86b222fe9
Reduce min tile size for encode
2023-08-28 22:39:09 +05:30
9196588088
Make tile size in Tiled VAE encode/decode user configurable
2023-08-28 19:57:22 +05:30
c77f02e1c6
Move controlnet code to comfy/controlnet.py
2023-08-25 17:33:04 -04:00
d7b3b0f8c1
Don't hardcode node names for image upload widget.
2023-08-22 19:41:49 -04:00
9b1d5a587c
Allow loading js extensions without copying to /web folder
2023-08-20 19:55:48 +01:00
27b87c25a1
Add an EmptyImage node.
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TODO: implement color picker in the frontend.
2023-08-15 17:53:10 -04:00
e7d88855f4
Add node to batch images together.
2023-08-14 20:23:38 -04:00
9cc12c833d
CLIPVisionEncode can now encode multiple images.
2023-08-14 16:54:05 -04:00
fa962e86c1
Make LatentBlend more consistent with other nodes.
2023-08-04 02:51:28 -04:00
d712193885
Add LatentBlend node, allowing for blending between two Latent inputs.
2023-08-01 01:23:14 -05:00
3dcad78fe1
SaveLatent reports its outputs so they are visible to API
2023-07-30 16:36:55 -05:00
1141029a4a
Add --disable-metadata argument to disable saving metadata in files.
2023-07-28 12:31:41 -04:00
5f75d784a1
Start is now 0.0 and end is now 1.0 for the timestep ranges.
2023-07-24 18:38:17 -04:00
7ff14b62f8
ControlNetApplyAdvanced can now define when controlnet gets applied.
2023-07-24 17:50:49 -04:00
d191c4f9ed
Add a ControlNetApplyAdvanced node.
...
The controlnet can be applied to the positive or negative prompt only by
connecting it correctly.
2023-07-24 13:35:20 -04:00
0240946ecf
Add a way to set which range of timesteps the cond gets applied to.
2023-07-24 09:25:02 -04:00
a8f3bbc35d
Patch del self.loaded_lora to prevent error with persistent lora_name swapping
2023-07-15 17:11:12 -07:00
eed3042830
Move conditioning concat node to conditioning section.
2023-07-13 21:44:56 -04:00
bdba394290
Add a canny preprocessor node.
2023-07-13 13:26:48 -04:00
3bc8be33e4
Don't let custom nodes overwrite base nodes.
2023-07-13 12:56:38 -04:00
f4b9390623
Add a random string to the temp prefix for PreviewImage.
2023-07-11 17:35:55 -04:00
ccb1b25908
Add a conditioning concat node.
2023-07-05 17:40:22 -04:00
comfyanonymous
Dmytro Mishkin
Shiimizu
Imran Azeez
Hari
Rafie Walker
Enrico Fasoli
MoonRide303
Jairo Correa
BVH
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FuamiCake
ComfyUI-Community