comfyanonymous
6dd63b638e
Add DPM-Solver++(2M) SDE and exponential scheduler.
...
exponential scheduler is the one recommended with this sampler.
2023-05-21 01:46:03 -04:00
comfyanonymous
8035000551
Switch default scheduler to normal.
2023-05-15 00:29:56 -04:00
comfyanonymous
ffa3282218
Auto batching improvements.
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Try batching when cond sizes don't match with smart padding.
2023-05-10 13:59:24 -04:00
comfyanonymous
9102a82f07
Not needed anymore because sampling works with any latent size.
2023-05-09 12:18:18 -04:00
comfyanonymous
ad56cfe814
Add a total_steps value to sampler callback.
2023-05-03 12:58:10 -04:00
comfyanonymous
f5982afcfa
Properly disable all progress bars when disable_pbar=True
2023-05-01 15:52:17 -04:00
BlenderNeko
de72c5f581
allow disabling of progress bar when sampling
2023-04-30 18:59:58 +02:00
comfyanonymous
54d388428a
Mask strength should be separate from area strength.
2023-04-29 20:06:53 -04:00
Jacob Segal
f7dd560777
Default to sampling entire image
...
By default, when applying a mask to a condition, the entire image will
still be used for sampling. The new "set_area_to_bounds" option on the
node will allow the user to automatically limit conditioning to the
bounds of the mask.
I've also removed the dependency on torchvision for calculating bounding
boxes. I've taken the opportunity to fix some frustrating details in the
other version:
1. An all-0 mask will no longer cause an error
2. Indices are returned as integers instead of floats so they can be
used to index into tensors.
2023-04-29 00:16:58 -07:00
Jacob Segal
6bfd8b6b1a
Add Condition by Mask node
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This PR adds support for a Condition by Mask node. This node allows
conditioning to be limited to a non-rectangle area.
2023-04-27 20:03:27 -07:00
comfyanonymous
a9e0b4177d
Add callback to sampler function.
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Callback format is: callback(step, x0, x)
2023-04-27 04:38:44 -04:00
comfyanonymous
112d4ab7d7
This is cleaner this way.
2023-04-24 22:45:35 -04:00
BlenderNeko
1e9a5097e1
Merge branch 'master' of https://github.com/BlenderNeko/ComfyUI
2023-04-23 20:02:18 +02:00
BlenderNeko
3e6b963e46
refactor/split various bits of code for sampling
2023-04-23 20:02:08 +02:00
comfyanonymous
e6771d0986
Implement Linear hypernetworks.
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Add a HypernetworkLoader node to use hypernetworks.
2023-04-23 12:35:25 -04:00
comfyanonymous
ed4d73d4fd
Remove some useless code.
2023-04-20 23:58:25 -04:00
comfyanonymous
a86c06e8da
Don't pass adm to model when it doesn't support it.
2023-04-19 21:11:38 -04:00
comfyanonymous
6c156642e4
Add support for GLIGEN textbox model.
2023-04-19 11:06:32 -04:00
comfyanonymous
3fe1252a35
Add a way for nodes to set a custom CFG function.
2023-04-17 11:05:15 -04:00
comfyanonymous
4df70d0f62
Fix model_management import so it doesn't get executed twice.
2023-04-15 19:04:33 -04:00
comfyanonymous
d96fde8103
Remove print.
2023-04-03 22:58:54 -04:00
comfyanonymous
0e06be56ad
Add noise augmentation setting to unCLIPConditioning.
2023-04-03 13:50:29 -04:00
comfyanonymous
b55667284c
Add support for unCLIP SD2.x models.
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See _for_testing/unclip in the UI for the new nodes.
unCLIPCheckpointLoader is used to load them.
unCLIPConditioning is used to add the image cond and takes as input a
CLIPVisionEncode output which has been moved to the conditioning section.
2023-04-01 23:19:15 -04:00
comfyanonymous
7da8d5f9f5
Add a TomePatchModel node to the _for_testing section.
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Tome increases sampling speed at the expense of quality.
2023-03-31 17:19:58 -04:00
comfyanonymous
bcdd11d687
Add a way to pass options to the transformers blocks.
2023-03-31 13:04:39 -04:00
comfyanonymous
4b174ce0b4
Fix noise mask not working with > 1 batch size on ksamplers.
2023-03-30 03:50:12 -04:00
comfyanonymous
7a5ba4593c
Fix ddim_uniform crashing with 37 steps.
2023-03-28 16:29:35 -04:00
comfyanonymous
5d8c210a1d
Make ddim work with --cpu
2023-03-24 11:39:51 -04:00
comfyanonymous
508010d114
Fix area composition feathering not working properly.
2023-03-19 02:00:52 -04:00
comfyanonymous
ca7e2e3827
Add --cpu to use the cpu for inference.
2023-03-06 10:50:50 -05:00
comfyanonymous
b59b82a73b
Add a way to interrupt current processing in the backend.
2023-03-02 14:42:03 -05:00
comfyanonymous
14c390c0c2
Remove sample_ from some sampler names.
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Old workflows will still work.
2023-02-27 01:43:06 -05:00
comfyanonymous
9f1ca0847b
Fixed issue when batched image was used as a controlnet input.
2023-02-25 14:57:28 -05:00
comfyanonymous
2e62af0a30
Implement DDIM sampler.
2023-02-22 21:10:19 -05:00
comfyanonymous
a17765cf94
Uni_PC: make max denoise behave more like other samplers.
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On the KSamplers denoise of 1.0 is the same as txt2img but there was a
small difference on UniPC.
2023-02-22 02:21:06 -05:00
comfyanonymous
00ef1aabeb
Add uni_pc bh2 variant.
2023-02-21 16:11:48 -05:00
comfyanonymous
b5b68268ee
Add ControlNet support.
2023-02-16 10:38:08 -05:00
comfyanonymous
6d0f92bcb2
Use inpaint models the proper way by using VAEEncodeForInpaint.
2023-02-15 20:44:51 -05:00
comfyanonymous
886b269d42
Support for inpaint models.
2023-02-15 16:38:20 -05:00
comfyanonymous
ce4e2f2955
Add masks to samplers code for inpainting.
2023-02-15 13:16:38 -05:00
comfyanonymous
5489d5af04
Add uni_pc sampler to KSampler* nodes.
2023-02-11 03:34:09 -05:00
comfyanonymous
3fd87cbd21
Slightly smarter batching behaviour.
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Try to keep batch sizes more consistent which seems to improve things on
AMD GPUs.
2023-02-08 17:28:43 -05:00
comfyanonymous
bbdcf0b737
Use relative imports for k_diffusion.
2023-02-08 16:51:19 -05:00
comfyanonymous
853e96ada3
Increase it/s by batching together some stuff sent to unet.
2023-02-08 14:24:00 -05:00
comfyanonymous
69df7eba94
Add KSamplerAdvanced node.
...
This node exposes more sampling options and makes it possible for example
to sample the first few steps on the latent image, do some operations on it
and then do the rest of the sampling steps. This can be achieved using the
start_at_step and end_at_step options.
2023-01-31 03:09:38 -05:00
comfyanonymous
c4b02059d0
Add ConditioningSetArea node.
...
to apply conditioning/prompts only to a specific area of the image.
Add ConditioningCombine node.
so that multiple conditioning/prompts can be applied to the image at the
same time
2023-01-26 12:06:48 -05:00
comfyanonymous
220afe3310
Initial commit.
2023-01-16 22:37:14 -05:00
