c33412288f
Fix issue with loading some JPG: #3416
2024-05-07 05:41:06 -04:00
0d45efb7d6
Fixed Issue with LoadImage node when loading PNG files with embedded ICC profiles. ( #3316 )
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* Fix issue with how PIL loads small PNG files nodes.py
Added flag to prevent ValueError: Decompressed Data Too Large
when loading PNG images with large meta data such as large embedded color profiles
* Update LoadImage node to fix error when loading PNG's in nodes.py
Fixed Value Error: Decompressed Data Too Large thrown by PIL when attempting to opening PNG files with large embedded ICC colorspaces by setting the follow flag to true when loading png images: ImageFile.LOAD_TRUNCATED_IMAGES = True
* Update node_helpers.py to include open_image helper function
open_image includes try except to catch Pillow Value Errors that occur when large ICC profiles are embedded in images.
* Update LoadImage node to use open_image helper function inplace of Image.open
open_image helper function in node_helpers.py fixes a Pillow error when attempting to open images with large embedded ICC profiles by adding an exception handler to load the image with truncated meta data if regular loading is not possible.
2024-05-04 03:32:41 -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
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.
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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.
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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
04b713dda1
Fix VALIDATE_INPUTS getting called multiple times.
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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.
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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
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Enrico Fasoli
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BVH
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