Commit Graph

171 Commits

Author SHA1 Message Date
comfyanonymous
31c5ea7b2c Add LatentInterpolate to interpolate between latents. 2023-11-20 03:55:51 -05:00
comfyanonymous
dba4f3b4fc Add a RepeatImageBatch node. 2023-11-19 06:09:01 -05:00
comfyanonymous
d9d8702d8d percent_to_sigma now returns a float instead of a tensor. 2023-11-18 23:20:29 -05:00
comfyanonymous
8a451234b3 Add ImageCrop node. 2023-11-18 04:44:17 -05:00
comfyanonymous
7e3fe3ad28 Make deep shrink behave like it should. 2023-11-16 15:26:28 -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
420beeeb05 Clean up and refactor sampler code.
This should make it much easier to write custom nodes with kdiffusion type
samplers.
2023-11-14 00:39:34 -05:00
comfyanonymous
8509bd58b4 Reorganize custom_sampling nodes. 2023-11-13 21:45:23 -05:00
comfyanonymous
61112c81b9 Add a node to flip the sigmas for unsampling. 2023-11-13 21:45:08 -05:00
comfyanonymous
ca2812bae0 Fix RescaleCFG for batch size > 1. 2023-11-10 22:05:25 -05:00
comfyanonymous
58d5d71a93 Working RescaleCFG node.
This was broken because of recent changes so I fixed it and moved it from
the experiments repo.
2023-11-10 20:52:10 -05:00
comfyanonymous
002aefa382 Support lcm models.
Use the "lcm" sampler to sample them, you also have to use the
ModelSamplingDiscrete node to set them as lcm models to use them properly.
2023-11-09 18:30:22 -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
matt3o
4acfc11a80 add difference blend mode 2023-11-05 19:00:23 +01:00
comfyanonymous
ee74ef5c9e Increase maximum batch size in LatentRebatch. 2023-11-02 13:07:41 -04:00
tsone
23c5d17837 Added Bayer dithering to Quantize node. 2023-10-31 22:22:40 +01:00
comfyanonymous
1443caf373 HyperTile node, can be found in: _for_testing->HyperTile 2023-10-21 05:16:38 -04:00
comfyanonymous
c2bb34d865 Implement updated FreeU as _for_testing->FreeU_V2 node 2023-10-18 02:06:49 -04:00
comfyanonymous
f8caa24bcc Support hypernetwork with mish activation function and layer norm. 2023-10-17 12:08:03 -04:00
Jairo Correa
b5fa3d28d7 Fix MaskComposite 2023-10-13 13:40:53 -03:00
Jairo Correa
87097a11c3 Fix FeatherMask 2023-10-13 12:26:54 -03:00
comfyanonymous
20d3852aa1 Pull some small changes from the other repo. 2023-10-11 20:38:48 -04:00
comfyanonymous
877553843f Add a CLIPSave node to save CLIP model weights. 2023-10-10 01:24:49 -04:00
comfyanonymous
7bb9f6b7e8 Add a VAESave node. 2023-10-09 01:42:15 -04:00
comfyanonymous
c16f5744e3 Fix SplitImageWithAlpha and JoinImageWithAlpha. 2023-10-08 15:52:10 -04:00
comfyanonymous
69a824e9a4 Move _for_testing/custom_sampling nodes to sampling/custom_sampling. 2023-10-08 03:20:35 -04:00
comfyanonymous
0e763e880f JoinImageWithAlpha now works with any mask shape. 2023-10-04 15:54:34 -04:00
comfyanonymous
9212bea87c Change a few things in #1578. 2023-10-04 15:43:41 -04:00
MoonRide303
214ca7197e Corrected joining images with alpha (for RGBA input), and checking scaling conditions 2023-10-04 19:04:52 +02:00
MoonRide303
585fb0475b Adding default alpha when splitting RGB images 2023-10-04 19:04:52 +02:00
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
2ef459b1d4 Add VPScheduler node 2023-10-01 03:48:07 -04:00
comfyanonymous
8ab49dc0a4 DPMPP_SDE node. 2023-09-30 01:51:22 -04:00
comfyanonymous
213976f8c3 Add ExponentialScheduler and PolyexponentialScheduler nodes. 2023-09-29 09:05:30 -04:00
Jukka Seppänen
1c8ae9dbb2
Allow GrowMask node to work with batches (for AnimateDiff) (#1623)
* Allow mask batches

This allows LatentCompositeMasked -node to work with AnimateDiff. I tried to keep old functionality too, unsure if it's correct, but both single mask and batch of masks seems to work with this change.

* Update nodes_mask.py
2023-09-28 22:01:19 -04:00
comfyanonymous
66756de100 Add SamplerDPMPP_2M_SDE node. 2023-09-28 21:56:23 -04:00
comfyanonymous
26b7372805 Fix SplitSigmas. 2023-09-28 01:11:22 -04:00
comfyanonymous
76e0f8fc8f Add function to split sigmas. 2023-09-28 00:40:09 -04:00
comfyanonymous
2bf051fda8 Add a basic node to generate sigmas from scheduler. 2023-09-28 00:30:45 -04:00
comfyanonymous
d234ca558a Add missing samplers to KSamplerSelect. 2023-09-28 00:17:03 -04:00
comfyanonymous
1d7dfc07d5 Make add_noise in SamplerCustom a boolean. 2023-09-27 22:42:23 -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
1d36dfb9fe GrowMask now works with mask batches. 2023-09-26 02:53:57 -04:00
comfyanonymous
d76d71de3f GrowMask can now be used with negative numbers to erode it. 2023-09-26 02:45:31 -04:00
comfyanonymous
d2cec6cdbf Make mask functions work with batches of masks and images. 2023-09-25 16:19:37 -04:00
comfyanonymous
046b4fe0ee Support batches of masks in mask composite nodes. 2023-09-25 16:02:21 -04:00
comfyanonymous
f00471cdc8 Do FreeU fft on CPU if the device doesn't support fft functions. 2023-09-24 18:09:44 -04:00
comfyanonymous
05e661e5ef FreeU now works with the refiner. 2023-09-23 12:19:08 -04:00
comfyanonymous
fd93c759e2 Implement FreeU: Free Lunch in Diffusion U-Net node.
_for_testing->FreeU
2023-09-23 00:56:09 -04:00
comfyanonymous
29ccf9f471 Fix typo. 2023-09-22 01:33:46 -04:00
comfyanonymous
422d16c027 Add some nodes to add, subtract and multiply latents. 2023-09-21 22:23:01 -04:00
MoonRide303
2b6b178173 Added support for lanczos scaling 2023-09-19 10:40:38 +02:00
comfyanonymous
0665749b1a Move ModelSubtract and ModelAdd to advanced/model_merging 2023-09-17 02:10:06 -04:00
comfyanonymous
30de95e4b4 Add some nodes to subtract and add model weights. 2023-09-13 01:10:31 -04:00
comfyanonymous
8be46438be Support DiffBIR SwinIR models. 2023-09-07 03:31:43 -04:00
comfyanonymous
766c7b3815 Update upscale model code to latest Chainner model code.
Don't add SRFormer because the code license is incompatible with the GPL.

Remove MAT because it's unused and the license is incompatible with GPL.
2023-09-02 22:27:40 -04:00
comfyanonymous
d70b0bc43c Use the GPU for the canny preprocessor when available. 2023-08-29 17:58:40 -04:00
comfyanonymous
81d9200e18 Add node to convert a specific colour in an image to a mask. 2023-08-29 17:55:42 -04:00
comfyanonymous
fc99fa56a9 Add node to scale image to a total amount of pixels keeping aspect. 2023-08-18 02:32:39 -04:00
Corey
18e86a4010 add a node to allow growing of masks through dilation 2023-08-16 10:57:14 -04:00
comfyanonymous
6dc02c7bac Add a "resize_source" option to Image and Latent CompositeMasked. 2023-08-15 17:51:52 -04:00
comfyanonymous
94fceb8700 Make Blur node use the image device for processing. 2023-08-14 21:08:45 -04:00
comfyanonymous
8c730dc4a7 Add an ImageCompositeMasked node. 2023-08-12 01:02:36 -04:00
comfyanonymous
1141029a4a Add --disable-metadata argument to disable saving metadata in files. 2023-07-28 12:31:41 -04:00
comfyanonymous
5e3ac1928a Implement modelspec metadata in CheckpointSave for SDXL and refiner. 2023-07-25 22:02:34 -04:00
comfyanonymous
a51f33ee49 Use bigger tiles when upscaling with model and fallback on OOM. 2023-07-24 19:47:32 -04:00
comfyanonymous
91ed2815d5 Add a node to merge CLIP models. 2023-07-14 02:41:18 -04:00
comfyanonymous
bdba394290 Add a canny preprocessor node. 2023-07-13 13:26:48 -04:00
comfyanonymous
a9a4ba7574 Fix merging not working when model2 of model merge node was a merge. 2023-07-08 22:31:10 -04:00
comfyanonymous
2c9d98f3e6 CLIPTextEncodeSDXL now works when prompts are of very different sizes. 2023-07-06 23:23:54 -04:00
comfyanonymous
c02f3baeaf Now the model merge blocks node will use the longest match. 2023-07-04 00:51:17 -04:00
comfyanonymous
d94ddd8548 Add text encode nodes to control the extra parameters in SDXL. 2023-07-03 19:11:36 -04:00
comfyanonymous
9f2986318f Move model merging nodes to advanced and add to readme. 2023-06-30 15:21:55 -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
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
51581dbfa9 Fix last commits causing an issue with the text encoder lora. 2023-06-20 19:44:39 -04:00
comfyanonymous
bf3f271775 Add some nodes for basic model merging. 2023-06-20 19:17:03 -04:00
comfyanonymous
8883cb0f67 Add a way to set patches that modify the attn2 output.
Change the transformer patches function format to be more future proof.
2023-06-18 22:58:22 -04:00
comfyanonymous
f3ac938b4a Round the mask values for bitwise operations. 2023-05-28 00:42:53 -04:00
space-nuko
00646b0813 Bitwise operations for masks 2023-05-27 21:48:49 -05:00
comfyanonymous
7310290f17 Pull in latest upscale model code from chainner. 2023-05-23 22:26:50 -04:00
comfyanonymous
71666f248f Fix padding in Blur. 2023-05-20 10:08:47 -04:00
BlenderNeko
36af98d755 improve sharpen and blur nodes 2023-05-20 15:23:28 +02:00
comfyanonymous
587f89fe5a Enable safe loading for upscale models. 2023-05-14 15:10:40 -04:00
BlenderNeko
1201d2eae5
Make nodes map over input lists (#579)
* allow nodes to map over lists

* make work with IS_CHANGED and VALIDATE_INPUTS

* give list outputs distinct socket shape

* add rebatch node

* add batch index logic

* add repeat latent batch

* deal with noise mask edge cases in latentfrombatch
2023-05-13 11:15:45 -04:00
comfyanonymous
51583164ef Make MaskToImage support masks with a batch size. 2023-05-10 10:03:30 -04:00
comfyanonymous
1a31020081 Support softsign hypernetwork. 2023-05-05 00:16:57 -04:00
comfyanonymous
fcf513e0b6 Refactor. 2023-05-03 17:48:35 -04:00
pythongosssss
5eeecf3fd5 remove unused import 2023-05-03 18:21:23 +01:00
pythongosssss
8912623ea9 use comfy progress bar 2023-05-03 18:19:22 +01:00
pythongosssss
fdf57325f4 Merge remote-tracking branch 'origin/master' into tiled-progress 2023-05-03 17:33:42 +01:00
pythongosssss
06ad35b493 added progress to encode + upscale 2023-05-02 19:18:07 +01:00
comfyanonymous
07194297fd Python 3.7 support. 2023-04-25 14:02:17 -04:00
comfyanonymous
463bde66a1 Add hypernetwork example link to readme.
Move hypernetwork loader node to loaders.
2023-04-24 03:08:51 -04:00
comfyanonymous
4e345b31f6 Support all known hypernetworks. 2023-04-24 02:36:06 -04:00
comfyanonymous
5282f56434 Implement Linear hypernetworks.
Add a HypernetworkLoader node to use hypernetworks.
2023-04-23 12:35:25 -04:00
comfyanonymous
73c3e11e83 Fix model_management import so it doesn't get executed twice. 2023-04-15 19:04:33 -04:00