Commit Graph

58 Commits

Author SHA1 Message Date
comfyanonymous bb5fbd29e9 Merge branch 'condmask-fix' of https://github.com/vmedea/ComfyUI 2023-07-07 01:52:25 -04:00
comfyanonymous ddc6f12ad5 Disable autocast in unet for increased speed. 2023-07-05 21:58:29 -04:00
comfyanonymous e57cba4c61 Add gpu variations of the sde samplers that are less deterministic
but faster.
2023-07-05 01:39:38 -04:00
mara c61a95f9f7 Fix size check for conditioning mask
The wrong dimensions were being checked, [1] and [2] are the image size.
not [2] and [3]. This results in an out-of-bounds error if one of them
actually matches.
2023-07-04 16:34:42 +02:00
comfyanonymous 4eab00e14b Set the seed in the SDE samplers to make them more reproducible. 2023-06-25 03:04:57 -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 036a22077c Fix k_diffusion math being off by a tiny bit during txt2img. 2023-06-19 15:28:54 -04:00
comfyanonymous 388567f20b sampler_cfg_function now uses a dict for the argument.
This means arguments can be added without issues.
2023-06-13 16:10:36 -04:00
comfyanonymous c64ca8c0b2 Refactor unCLIP noise augment out of samplers.py 2023-06-11 04:01:18 -04:00
comfyanonymous de142eaad5 Simpler base model code. 2023-06-09 12:31:16 -04:00
comfyanonymous 069657fbf3 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 ef815ba1e2 Switch default scheduler to normal. 2023-05-15 00:29:56 -04:00
comfyanonymous f7c0f75d1f Auto batching improvements.
Try batching when cond sizes don't match with smart padding.
2023-05-10 13:59:24 -04:00
comfyanonymous 314e526c5c Not needed anymore because sampling works with any latent size. 2023-05-09 12:18:18 -04:00
comfyanonymous 908dc1d5a8 Add a total_steps value to sampler callback. 2023-05-03 12:58:10 -04:00
comfyanonymous d3293c8339 Properly disable all progress bars when disable_pbar=True 2023-05-01 15:52:17 -04:00
BlenderNeko a2e18b1504 allow disabling of progress bar when sampling 2023-04-30 18:59:58 +02:00
comfyanonymous 071011aebe Mask strength should be separate from area strength. 2023-04-29 20:06:53 -04:00
Jacob Segal af02393c2a 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 e214c917ae Add Condition by Mask node
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 5a971cecdb Add callback to sampler function.
Callback format is: callback(step, x0, x)
2023-04-27 04:38:44 -04:00
comfyanonymous 7983b3a975 This is cleaner this way. 2023-04-24 22:45:35 -04:00
BlenderNeko 8d2de420d3 Merge branch 'master' of https://github.com/BlenderNeko/ComfyUI 2023-04-23 20:02:18 +02:00
BlenderNeko 2a09e2aa27 refactor/split various bits of code for sampling 2023-04-23 20:02:08 +02:00
comfyanonymous 5282f56434 Implement Linear hypernetworks.
Add a HypernetworkLoader node to use hypernetworks.
2023-04-23 12:35:25 -04:00
comfyanonymous 907010e082 Remove some useless code. 2023-04-20 23:58:25 -04:00
comfyanonymous 96b57a9ad6 Don't pass adm to model when it doesn't support it. 2023-04-19 21:11:38 -04:00
comfyanonymous 3696d1699a Add support for GLIGEN textbox model. 2023-04-19 11:06:32 -04:00
comfyanonymous 884ea653c8 Add a way for nodes to set a custom CFG function. 2023-04-17 11:05:15 -04:00
comfyanonymous 73c3e11e83 Fix model_management import so it doesn't get executed twice. 2023-04-15 19:04:33 -04:00
comfyanonymous 23524ad8c5 Remove print. 2023-04-03 22:58:54 -04:00
comfyanonymous f50b1fec69 Add noise augmentation setting to unCLIPConditioning. 2023-04-03 13:50:29 -04:00
comfyanonymous 809bcc8ceb Add support for unCLIP SD2.x models.
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 18a6c1db33 Add a TomePatchModel node to the _for_testing section.
Tome increases sampling speed at the expense of quality.
2023-03-31 17:19:58 -04:00
comfyanonymous 61ec3c9d5d Add a way to pass options to the transformers blocks. 2023-03-31 13:04:39 -04:00
comfyanonymous afd65d3819 Fix noise mask not working with > 1 batch size on ksamplers. 2023-03-30 03:50:12 -04:00
comfyanonymous 0d65cb17b7 Fix ddim_uniform crashing with 37 steps. 2023-03-28 16:29:35 -04:00
comfyanonymous 7f0fd99b5d Make ddim work with --cpu 2023-03-24 11:39:51 -04:00
comfyanonymous b4b21be707 Fix area composition feathering not working properly. 2023-03-19 02:00:52 -04:00
comfyanonymous afff30fc0a Add --cpu to use the cpu for inference. 2023-03-06 10:50:50 -05:00
comfyanonymous 69cc75fbf8 Add a way to interrupt current processing in the backend. 2023-03-02 14:42:03 -05:00
comfyanonymous 75fa162531 Remove sample_ from some sampler names.
Old workflows will still work.
2023-02-27 01:43:06 -05:00
comfyanonymous af3cc1b5fb Fixed issue when batched image was used as a controlnet input. 2023-02-25 14:57:28 -05:00
comfyanonymous f04dc2c2f4 Implement DDIM sampler. 2023-02-22 21:10:19 -05:00
comfyanonymous 2976c1ad28 Uni_PC: make max denoise behave more like other samplers.
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 a7328e4945 Add uni_pc bh2 variant. 2023-02-21 16:11:48 -05:00
comfyanonymous 4efa67fa12 Add ControlNet support. 2023-02-16 10:38:08 -05:00
comfyanonymous bc69fb5245 Use inpaint models the proper way by using VAEEncodeForInpaint. 2023-02-15 20:44:51 -05:00
comfyanonymous cef2cc3cb0 Support for inpaint models. 2023-02-15 16:38:20 -05:00