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360 Commits

Author SHA1 Message Date
comfyanonymous
0ed72befe1 Change log levels. 
Logging level now defaults to info. --verbose sets it to debug.
 2024-03-11 13:54:56 -04:00
comfyanonymous
03f4cfb7cd Replace more prints with logging. 2024-03-11 00:58:49 -04:00
comfyanonymous
0a4675266e Make message about missing dependencies more clear. 2024-03-08 18:43:13 -05:00
comfyanonymous
a38b9b3ac1 Add debugging info for when comfy_extra nodes fail to import. 2024-03-04 13:24:08 -05:00
Dmytro Mishkin
6d8834f08f
Add Morphology nodes from kornia (#2781) 
* 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
Shiimizu
727021bdea
Implement Differential Diffusion (#2876) 
* 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
c2cb8e889b Always return unprojected pooled output for gligen. 2024-02-25 07:33:13 -05:00
comfyanonymous
3b2e579926 Support loading the Stable Cascade effnet and previewer as a VAE. 
The effnet can be used to encode images for img2img with Stage C.
 2024-02-19 04:10:01 -05:00
comfyanonymous
97d03ae04a StableCascade CLIP model support. 2024-02-16 13:29:04 -05:00
comfyanonymous
667c92814e Stable Cascade Stage B. 2024-02-16 13:02:03 -05:00
comfyanonymous
c2c885261a Merge branch 'batch-number-in-filename' of https://github.com/freakabcd/ComfyUI 2024-02-16 05:45:48 -05:00
comfyanonymous
20e3da6b31 Add a node to give the controlnet a prompt different from the unet. 2024-02-10 08:27:05 -05:00
Imran Azeez
2ccc0be28f Add batch number to filename with %batch_num% 
Allow configurable addition of batch number to output file name.
 2024-02-08 22:03:11 +10:00
comfyanonymous
9321198da6 Add node to set only the conditioning area strength. 2024-01-29 00:24:53 -05:00
comfyanonymous
d1533d9c0f Add experimental photomaker nodes. 
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
comfyanonymous
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
comfyanonymous
b3b5ddb07a Support I mode images in LoadImageMask. 2024-01-08 17:08:17 -05:00
comfyanonymous
6a10640f0d Support properly loading images with mode I. 2024-01-08 03:46:36 -05:00
comfyanonymous
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
comfyanonymous
04b713dda1 Fix VALIDATE_INPUTS getting called multiple times. 
Allow VALIDATE_INPUTS to only validate specific inputs.
 2023-12-29 17:36:40 -05:00
comfyanonymous
a1e1c69f7d LoadImage now loads all the frames from animated images as a batch. 2023-12-20 16:39:09 -05:00
comfyanonymous
2258f85159 Support stable zero 123 model. 
To use it use the ImageOnlyCheckpointLoader to load the checkpoint and
the new Stable_Zero123 node.
 2023-12-18 03:48:04 -05:00
Hari
574363a8a6 Implement Perp-Neg 2023-12-16 00:28:16 +05:30
Rafie Walker
6761233e9d
Implement Self-Attention Guidance (#2201) 
* 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
comfyanonymous
9ac0b487ac Make --gpu-only put intermediate values in GPU memory instead of cpu. 2023-12-08 02:35:45 -05:00
comfyanonymous
d19de2753e Merge branch 'fix_folders_handling' of https://github.com/fazo96/ComfyUI 2023-11-29 14:10:30 -05:00
comfyanonymous
798a34d009 Lower compress level for image preview. 2023-11-28 04:57:59 -05:00
comfyanonymous
5b37270d3a Add a lora loader node for models with no CLIP. 2023-11-25 02:26:50 -05:00
comfyanonymous
42dfae6331 Nodes to properly use the SDV img2vid checkpoint. 
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
Enrico Fasoli
1964bf1e78 fix: folder handling issues 2023-11-23 22:24:58 +01:00
comfyanonymous
cd4fc77d5f Add taesd and taesdxl to VAELoader node. 
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
comfyanonymous
8a451234b3 Add ImageCrop node. 2023-11-18 04:44:17 -05:00
comfyanonymous
bd07ad1861 Add PatchModelAddDownscale (Kohya Deep Shrink) node. 
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
comfyanonymous
dcec1047e6 Invert the start and end percentages in the code. 
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
comfyanonymous
ca71e542d2 Lower cfg step to 0.1 in sampler nodes. 2023-11-09 17:35:17 -05:00
comfyanonymous
844dbf97a7 Add: advanced->model->ModelSamplingDiscrete node. 
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
comfyanonymous
1443caf373 HyperTile node, can be found in: _for_testing->HyperTile 2023-10-21 05:16:38 -04:00
comfyanonymous
d44a2de49f Make VAE code closer to sgm. 2023-10-17 15:18:51 -04:00
comfyanonymous
7e09e889e3 Make clear that the old CheckpointLoader is deprecated. 2023-10-15 02:22:22 -04:00
comfyanonymous
20d3852aa1 Pull some small changes from the other repo. 2023-10-11 20:38:48 -04:00
comfyanonymous
9212bea87c Change a few things in #1578. 2023-10-04 15:43:41 -04:00
MoonRide303
ece69bf28c Change channel type to MASK (reduced redundancy, increased usability) 2023-10-04 19:04:52 +02:00
MoonRide303
d06cd2805d Added support for Porter-Duff image compositing 2023-10-04 19:04:48 +02:00
comfyanonymous
ec454c771b Refactor with code from comment of #1588 2023-10-02 17:26:59 -04:00
comfyanonymous
1adcc4c3a2 Add a SamplerCustom Node. 
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
comfyanonymous
bf3fc2f1b7 Refactor sampling related code. 2023-09-27 16:45:22 -04:00
comfyanonymous
9546a798fb Make LoadImage and LoadImageMask return masks in batch format. 2023-09-26 02:56:40 -04:00
comfyanonymous
ba7dfd60f2 Merge branch 'proportional-scale' of https://github.com/jn-jairo/ComfyUI 2023-09-25 12:39:53 -04:00
comfyanonymous
2381d36e6d 1024 wasn't enough. 2023-09-25 01:46:44 -04:00
comfyanonymous
42f6d1ebe2 Increase maximum batch sizes of empty image nodes. 2023-09-25 01:22:37 -04:00
comfyanonymous
77c124c5a1 Fix typo. 2023-09-24 13:27:57 -04:00
Jairo Correa
593b7069e7 Proportional scale latent and image 2023-09-24 12:08:54 -03:00
comfyanonymous
fd93c759e2 Implement FreeU: Free Lunch in Diffusion U-Net node. 
_for_testing->FreeU
 2023-09-23 00:56:09 -04:00
comfyanonymous
422d16c027 Add some nodes to add, subtract and multiply latents. 2023-09-21 22:23:01 -04:00
comfyanonymous
1122df1a20 Increase range of lora strengths. 2023-09-20 17:58:54 -04:00
MoonRide303
2b6b178173 Added support for lanczos scaling 2023-09-19 10:40:38 +02:00
comfyanonymous
0109431626 Lower the minimum resolution of EmptyLatentImage. 2023-09-18 16:20:03 -04:00
comfyanonymous
db63aa7e53 Nodes can now control the rounding in the UI. 2023-09-17 12:49:06 -04:00
comfyanonymous
f88f7f413a Add a ConditioningSetAreaPercentage node. 2023-09-06 03:28:27 -04:00
comfyanonymous
36ea8784a8 Only return tuple of 3 args in CheckpointLoaderSimple. 2023-09-02 03:34:57 -04:00
comfyanonymous
57beace324 Fix VAEDecodeTiled minimum. 2023-08-31 14:26:16 -04:00
comfyanonymous
7e941f9f24 Clean up DiffusersLoader node. 2023-08-30 12:57:07 -04:00
comfyanonymous
8ddd081b09 Use the same units for tile size in VAEDecodeTiled and VAEEncodeTiled. 2023-08-29 01:51:35 -04:00
BVH
d86b222fe9
Reduce min tile size for encode 2023-08-28 22:39:09 +05:30
BVH
9196588088
Make tile size in Tiled VAE encode/decode user configurable 2023-08-28 19:57:22 +05:30
comfyanonymous
c77f02e1c6 Move controlnet code to comfy/controlnet.py 2023-08-25 17:33:04 -04:00
comfyanonymous
d7b3b0f8c1 Don't hardcode node names for image upload widget. 2023-08-22 19:41:49 -04:00
pythongosssss
9b1d5a587c Allow loading js extensions without copying to /web folder 2023-08-20 19:55:48 +01:00
comfyanonymous
27b87c25a1 Add an EmptyImage node. 
TODO: implement color picker in the frontend.
 2023-08-15 17:53:10 -04:00
comfyanonymous
e7d88855f4 Add node to batch images together. 2023-08-14 20:23:38 -04:00
comfyanonymous
9cc12c833d CLIPVisionEncode can now encode multiple images. 2023-08-14 16:54:05 -04:00
comfyanonymous
fa962e86c1 Make LatentBlend more consistent with other nodes. 2023-08-04 02:51:28 -04:00
FuamiCake
d712193885 Add LatentBlend node, allowing for blending between two Latent inputs. 2023-08-01 01:23:14 -05:00
FuamiCake
3dcad78fe1 SaveLatent reports its outputs so they are visible to API 2023-07-30 16:36:55 -05:00
comfyanonymous
1141029a4a Add --disable-metadata argument to disable saving metadata in files. 2023-07-28 12:31:41 -04:00
comfyanonymous
5f75d784a1 Start is now 0.0 and end is now 1.0 for the timestep ranges. 2023-07-24 18:38:17 -04:00
comfyanonymous
7ff14b62f8 ControlNetApplyAdvanced can now define when controlnet gets applied. 2023-07-24 17:50:49 -04:00
comfyanonymous
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
comfyanonymous
0240946ecf Add a way to set which range of timesteps the cond gets applied to. 2023-07-24 09:25:02 -04:00
ComfyUI-Community
a8f3bbc35d
Patch del self.loaded_lora to prevent error with persistent lora_name swapping 2023-07-15 17:11:12 -07:00
comfyanonymous
eed3042830 Move conditioning concat node to conditioning section. 2023-07-13 21:44:56 -04:00
comfyanonymous
bdba394290 Add a canny preprocessor node. 2023-07-13 13:26:48 -04:00
comfyanonymous
3bc8be33e4 Don't let custom nodes overwrite base nodes. 2023-07-13 12:56:38 -04:00
comfyanonymous
f4b9390623 Add a random string to the temp prefix for PreviewImage. 2023-07-11 17:35:55 -04:00
comfyanonymous
ccb1b25908 Add a conditioning concat node. 2023-07-05 17:40:22 -04:00
comfyanonymous
af7a49916b Support loading unet files in diffusers format. 2023-07-05 17:38:59 -04:00
comfyanonymous
3a09fac835 ConditioningAverage now also averages the pooled output. 2023-07-03 21:44:37 -04:00
comfyanonymous
d94ddd8548 Add text encode nodes to control the extra parameters in SDXL. 2023-07-03 19:11:36 -04:00
comfyanonymous
5a9ddf94eb LoraLoader node now caches the lora file between executions. 2023-06-29 23:40:51 -04:00
comfyanonymous
2d880fec3a Add a node to zero out the cond to advanced/conditioning 
The stability streamlit example passes a zero cond as the negative input
so using this for the negative input makes outputs match the streamlit.
 2023-06-27 23:30:52 -04:00
comfyanonymous
9b93b920be Add CheckpointSave node to save checkpoints. 
The created checkpoints contain workflow metadata that can be loaded by
dragging them on top of the UI or loading them with the "Load" button.

Checkpoints will be saved in fp16 or fp32 depending on the format ComfyUI
is using for inference on your hardware. To force fp32 use: --force-fp32

Anything that patches the model weights like merging or loras will be
saved.

The output directory is currently set to: output/checkpoints but that might
change in the future.
 2023-06-26 12:22:27 -04:00
comfyanonymous
4eab00e14b Set the seed in the SDE samplers to make them more reproducible. 2023-06-25 03:04:57 -04:00
comfyanonymous
cef6aa62b2 Add support for TAESD decoder for SDXL. 2023-06-25 02:38:14 -04:00
comfyanonymous
20f579d91d Add DualClipLoader to load clip models for SDXL. 
Update LoadClip to load clip models for SDXL refiner.
 2023-06-25 01:40:38 -04:00
comfyanonymous
05676942b7 Add some more transformer hooks and move tomesd to comfy_extras. 
Tomesd now uses q instead of x to decide which tokens to merge because
it seems to give better results.
 2023-06-24 03:30:22 -04:00
comfyanonymous
8607c2d42d Move latent scale factor from VAE to model. 2023-06-23 02:33:31 -04:00
comfyanonymous
f87ec10a97 Support base SDXL and SDXL refiner models. 
Large refactor of the model detection and loading code.
 2023-06-22 13:03:50 -04:00
comfyanonymous
bf3f271775 Add some nodes for basic model merging. 2023-06-20 19:17:03 -04:00
comfyanonymous
8c9c94b5f3 Add bicubic upscale method. 2023-06-17 01:54:33 -04:00
comfyanonymous
67833c83d8 Add ImageScaleBy node. 2023-06-12 01:14:04 -04:00