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ComfyUI
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269 Commits

Author SHA1 Message Date
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 b8636a44aa Make scaled_dot_product switch to sliced attention on OOM. 2023-05-20 16:01:02 -04:00
comfyanonymous 797c4e8d3b Simplify and improve some vae attention code. 2023-05-20 15:07:21 -04:00
comfyanonymous ef815ba1e2 Switch default scheduler to normal. 2023-05-15 00:29:56 -04:00
comfyanonymous 68d12b530e Merge branch 'tiled_sampler' of https://github.com/BlenderNeko/ComfyUI 2023-05-14 15:39:39 -04:00
comfyanonymous 3a1f47764d Print the torch device that is used on startup. 2023-05-13 17:11:27 -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
BlenderNeko 19c014f429 comment out annoying print statement 2023-05-12 23:57:40 +02:00
BlenderNeko d9e088ddfd minor changes for tiled sampler 2023-05-12 23:49:09 +02:00
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 c6e34963e4 Make t2i adapter work with any latent resolution. 2023-05-08 18:15:19 -04:00
comfyanonymous a1f12e370d Merge branch 'autostart' of https://github.com/EllangoK/ComfyUI 2023-05-07 17:19:03 -04:00
comfyanonymous 6fc4917634 Make maximum_batch_area take into account python2.0 attention function. 
More conservative xformers maximum_batch_area.
 2023-05-06 19:58:54 -04:00
comfyanonymous 678f933d38 maximum_batch_area for xformers. 
Remove useless code.
 2023-05-06 19:28:46 -04:00
EllangoK 8e03c789a2 auto-launch cli arg 2023-05-06 16:59:40 -04:00
comfyanonymous cb1551b819 Lowvram mode for gligen and fix some lowvram issues. 2023-05-05 18:11:41 -04:00
comfyanonymous af9cc1fb6a Search recursively in subfolders for embeddings. 2023-05-05 01:28:48 -04:00
comfyanonymous 6ee11d7bc0 Fix import. 2023-05-05 00:19:35 -04:00
comfyanonymous bae4fb4a9d Fix imports. 2023-05-04 18:10:29 -04:00
comfyanonymous fcf513e0b6 Refactor. 2023-05-03 17:48:35 -04:00
comfyanonymous a74e176a24 Merge branch 'tiled-progress' of https://github.com/pythongosssss/ComfyUI 2023-05-03 16:24:56 -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
comfyanonymous 908dc1d5a8 Add a total_steps value to sampler callback. 2023-05-03 12:58:10 -04:00
pythongosssss fdf57325f4 Merge remote-tracking branch 'origin/master' into tiled-progress 2023-05-03 17:33:42 +01:00
pythongosssss 27df74101e reduce duplication 2023-05-03 17:33:19 +01:00
comfyanonymous 93c64afaa9 Use sampler callback instead of tqdm hook for progress bar. 2023-05-02 23:00:49 -04:00
pythongosssss 06ad35b493 added progress to encode + upscale 2023-05-02 19:18:07 +01:00
comfyanonymous ba8a4c3667 Change latent resolution step to 8. 2023-05-02 14:17:51 -04:00
comfyanonymous 66c8aa5c3e Make unet work with any input shape. 2023-05-02 13:31:43 -04:00
comfyanonymous 9c335a553f LoKR support. 2023-05-01 18:18:23 -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
comfyanonymous 870fae62e7 Merge branch 'condition_by_mask_node' of https://github.com/guill/ComfyUI 2023-04-29 15:05:18 -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
comfyanonymous 056e5545ff Don't try to get vram from xpu or cuda when directml is enabled. 2023-04-29 00:28:48 -04:00
comfyanonymous 2ca934f7d4 You can now select the device index with: --directml id 
Like this for example: --directml 1
 2023-04-28 16:51:35 -04:00
comfyanonymous 3baded9892 Basic torch_directml support. Use --directml to use it. 2023-04-28 14:28:57 -04:00
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 aa57136dae Some fixes to the batch masks PR. 2023-04-25 01:12:40 -04:00
comfyanonymous c50208a703 Refactor more code to sample.py 2023-04-24 23:25:51 -04:00
comfyanonymous 7983b3a975 This is cleaner this way. 2023-04-24 22:45:35 -04:00
BlenderNeko 0b07b2cc0f gligen tuple 2023-04-24 21:47:57 +02:00
pythongosssss c8c9926eeb Add progress to vae decode tiled 2023-04-24 11:55:44 +01:00
BlenderNeko d9b1595f85 made sample functions more explicit 2023-04-24 12:53:10 +02:00
BlenderNeko 5818539743 add docstrings 2023-04-23 20:09:09 +02:00
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 6908f9c949 This makes pytorch2.0 attention perform a bit faster. 2023-04-22 14:30:39 -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 81d1f00df3 Some refactoring: from_tokens -> encode_from_tokens 2023-04-15 18:46:58 -04:00
comfyanonymous 719c26c3c9 Merge branch 'master' of https://github.com/BlenderNeko/ComfyUI 2023-04-15 14:16:50 -04:00
BlenderNeko d0b1b6c6bf fixed improper padding 2023-04-15 19:38:21 +02:00
comfyanonymous deb2b93e79 Move code to empty gpu cache to model_management.py 2023-04-15 11:19:07 -04:00
comfyanonymous 04d9bc13af Safely load pickled embeds that don't load with weights_only=True. 2023-04-14 15:33:43 -04:00
BlenderNeko da115bd78d ensure backwards compat with optional args 2023-04-14 21:16:55 +02:00
BlenderNeko 752f7a162b align behavior with old tokenize function 2023-04-14 21:02:45 +02:00
comfyanonymous 334aab05e5 Don't stop workflow if loading embedding fails. 2023-04-14 13:54:00 -04:00
BlenderNeko 73175cf58c split tokenizer from encoder 2023-04-13 22:06:50 +02:00
BlenderNeko 8489cba140 add unique ID per word/embedding for tokenizer 2023-04-13 22:01:01 +02:00
comfyanonymous 92eca60ec9 Fix for new transformers version. 2023-04-09 15:55:21 -04:00
comfyanonymous 1e1875f674 Print xformers version and warning about 0.0.18 2023-04-09 01:31:47 -04:00
comfyanonymous 7e254d2f69 Clarify what --windows-standalone-build does. 2023-04-07 15:52:56 -04:00
comfyanonymous 44fea05064 Cleanup. 2023-04-07 02:31:46 -04:00
comfyanonymous 58ed0f2da4 Fix loading SD1.5 diffusers checkpoint. 2023-04-07 01:30:33 -04:00
comfyanonymous 8b9ac8fedb Merge branch 'master' of https://github.com/sALTaccount/ComfyUI 2023-04-07 01:03:43 -04:00
comfyanonymous 64557d6781 Add a --force-fp32 argument to force fp32 for debugging. 2023-04-07 00:27:54 -04:00
comfyanonymous bceccca0e5 Small refactor. 2023-04-06 23:53:54 -04:00
comfyanonymous 28a7205739 Merge branch 'ipex' of https://github.com/kwaa/ComfyUI-IPEX 2023-04-06 23:45:29 -04:00
藍+85CD 05eeaa2de5
Merge branch 'master' into ipex 2023-04-07 09:11:30 +08:00
EllangoK 28fff5d1db fixes lack of support for multi configs 
also adds some metavars to argarse
 2023-04-06 19:06:39 -04:00
comfyanonymous f84f2508cc Rename the cors parameter to something more verbose. 2023-04-06 15:24:55 -04:00
EllangoK 48efae1608 makes cors a cli parameter 2023-04-06 15:06:22 -04:00
EllangoK 01c1fc669f set listen flag to listen on all if specifed 2023-04-06 13:19:00 -04:00
藍+85CD 3e2608e12b Fix auto lowvram detection on CUDA 2023-04-06 15:44:05 +08:00
sALTaccount 60127a8304 diffusers loader 2023-04-05 23:57:31 -07:00
藍+85CD 7cb924f684 Use separate variables instead of `vram_state` 2023-04-06 14:24:47 +08:00
藍+85CD 84b9c0ac2f Import intel_extension_for_pytorch as ipex 2023-04-06 12:27:22 +08:00
EllangoK e5e587b1c0 seperates out arg parser and imports args 2023-04-05 23:41:23 -04:00
藍+85CD 37713e3b0a Add basic XPU device support 
closed #387
 2023-04-05 21:22:14 +08:00
comfyanonymous e46b1c3034 Disable xformers in VAE when xformers == 0.0.18 2023-04-04 22:22:02 -04:00
comfyanonymous 1718730e80 Ignore embeddings when sizes don't match and print a WARNING. 2023-04-04 11:49:29 -04:00
comfyanonymous 23524ad8c5 Remove print. 2023-04-03 22:58:54 -04:00
comfyanonymous 539ff487a8 Pull latest tomesd code from upstream. 2023-04-03 15:49:28 -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 0d972b85e6 This seems to give better quality in tome. 2023-03-31 18:36:18 -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 b2554bc4dd Split VAE decode batches depending on free memory. 2023-03-29 02:24:37 -04:00
comfyanonymous 0d65cb17b7 Fix ddim_uniform crashing with 37 steps. 2023-03-28 16:29:35 -04:00