Commit Graph

210 Commits

Author SHA1 Message Date
pythongosssss c8c9926eeb Add progress to vae decode tiled 2023-04-24 11:55:44 +01:00
comfyanonymous 5282f56434 Implement Linear hypernetworks.
Add a HypernetworkLoader node to use hypernetworks.
2023-04-23 12:35:25 -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
BlenderNeko da115bd78d ensure backwards compat with optional args 2023-04-14 21:16:55 +02:00
BlenderNeko 73175cf58c split tokenizer from encoder 2023-04-13 22:06:50 +02:00
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 b2554bc4dd Split VAE decode batches depending on free memory. 2023-03-29 02:24:37 -04:00
comfyanonymous dd095efc2c Support loha that use cp decomposition. 2023-03-23 04:32:25 -04:00
comfyanonymous 94a7c895f4 Add loha support. 2023-03-23 03:40:12 -04:00
comfyanonymous 3ed4a4e4e6 Try again with vae tiled decoding if regular fails because of OOM. 2023-03-22 14:49:00 -04:00
comfyanonymous 4039616ca6 Less seams in tiled outputs at the cost of more processing. 2023-03-22 03:29:09 -04:00
comfyanonymous cc309568e1 Add support for locon mid weights. 2023-03-21 14:51:51 -04:00
comfyanonymous edfc4ca663 Try to fix a vram issue with controlnets. 2023-03-19 10:50:38 -04:00
comfyanonymous 2e73367f45 Merge T2IAdapterLoader and ControlNetLoader.
Workflows will be auto updated.
2023-03-17 18:17:59 -04:00
comfyanonymous 0e836d525e use half() on fp16 models loaded with config. 2023-03-13 21:12:48 -04:00
comfyanonymous 986dd820dc Use half() function on model when loading in fp16. 2023-03-13 20:58:09 -04:00
comfyanonymous 54dbfaf2ec Remove omegaconf dependency and some ci changes. 2023-03-13 14:49:18 -04:00
comfyanonymous e33dc2b33b Add a VAEEncodeTiled node. 2023-03-11 15:28:15 -05:00
comfyanonymous 9db2e97b47 Tiled upscaling with the upscale models. 2023-03-11 14:04:13 -05:00
comfyanonymous cd64111c83 Add locon support. 2023-03-09 21:41:24 -05:00
comfyanonymous c70f0ac64b SD2.x controlnets now work. 2023-03-08 01:13:38 -05:00
comfyanonymous 19415c3ace Relative imports to test something. 2023-03-07 11:00:35 -05:00
comfyanonymous 501f19eec6 Fix clip_skip no longer being loaded from yaml file. 2023-03-06 11:34:02 -05:00
comfyanonymous afff30fc0a Add --cpu to use the cpu for inference. 2023-03-06 10:50:50 -05:00
comfyanonymous 47acb3d73e Implement support for t2i style model.
It needs the CLIPVision model so I added CLIPVisionLoader and CLIPVisionEncode.

Put the clip vision model in models/clip_vision
Put the t2i style model in models/style_models

StyleModelLoader to load it, StyleModelApply to apply it
ConditioningAppend to append the conditioning it outputs to a positive one.
2023-03-05 18:39:25 -05:00
comfyanonymous 16130c7546 Add support for new colour T2I adapter model. 2023-03-03 19:13:07 -05:00
comfyanonymous 4215206281 Add a node to set CLIP skip.
Use a more simple way to detect if the model is -v prediction.
2023-03-03 13:04:36 -05:00
comfyanonymous fed315a76a To be really simple CheckpointLoaderSimple should pick the right type. 2023-03-03 11:07:10 -05:00
comfyanonymous 94bb0375b0 New CheckpointLoaderSimple to load checkpoints without a config. 2023-03-03 03:37:35 -05:00
comfyanonymous b31daadc03 Try to improve memory issues with del. 2023-02-28 12:27:43 -05:00
comfyanonymous 9f4214e534 Preparing to add another function to load checkpoints. 2023-02-26 17:29:01 -05:00
comfyanonymous dfb397e034 Fix multiple controlnets not working. 2023-02-25 22:12:22 -05:00
comfyanonymous af3cc1b5fb Fixed issue when batched image was used as a controlnet input. 2023-02-25 14:57:28 -05:00
comfyanonymous d2da346b0b Fix missing variable. 2023-02-25 12:19:03 -05:00
comfyanonymous 4e6b83a80a Add a T2IAdapterLoader node to load T2I-Adapter models.
They are loaded as CONTROL_NET objects because they are similar.
2023-02-25 01:24:56 -05:00
comfyanonymous fcb25d37db Prepare for t2i adapter. 2023-02-24 23:36:17 -05:00
comfyanonymous 87b00b37f6 Added an experimental VAEDecodeTiled.
This decodes the image with the VAE in tiles which should be faster and
use less vram.

It's in the _for_testing section so I might change/remove it or even
add the functionality to the regular VAEDecode node depending on how
well it performs which means don't depend too much on it.
2023-02-24 02:10:10 -05:00
comfyanonymous 62df8dd62a Add a node to load diff controlnets. 2023-02-22 23:22:03 -05:00
comfyanonymous d80af7ca30 ControlNetApply now stacks.
It can be used to apply multiple control nets at the same time.
2023-02-21 01:18:53 -05:00
comfyanonymous d66415c021 Low vram mode for controlnets. 2023-02-17 15:48:16 -05:00
comfyanonymous 220a72d36b Use fp16 for fp16 control nets. 2023-02-17 15:31:38 -05:00
comfyanonymous 6135a21ee8 Add a way to control controlnet strength. 2023-02-16 18:08:01 -05:00
comfyanonymous 4efa67fa12 Add ControlNet support. 2023-02-16 10:38:08 -05:00
comfyanonymous a84cd0d1ad Don't unload/reload model from CPU uselessly. 2023-02-08 03:40:43 -05:00
comfyanonymous b1a7c9ebf6 Embeddings/textual inversion support for SD2.x 2023-02-05 15:49:03 -05:00
comfyanonymous 1de5aa6a59 Add a CLIPLoader node to load standalone clip weights.
Put them in models/clip
2023-02-05 15:20:18 -05:00
comfyanonymous 56d802e1f3 Use transformers CLIP instead of open_clip for SD2.x
This should make things a bit cleaner.
2023-02-05 14:36:28 -05:00
comfyanonymous bf9ccffb17 Small fix for SD2.x loras. 2023-02-05 11:38:25 -05:00
comfyanonymous 678105fade SD2.x CLIP support for Loras. 2023-02-05 01:54:09 -05:00
comfyanonymous ef90e9c376 Add a LoraLoader node to apply loras to models and clip.
The models are modified in place before being used and unpatched after.
I think this is better than monkeypatching since it might make it easier
to use faster non pytorch unet inference in the future.
2023-02-03 02:46:24 -05:00
comfyanonymous f73e57d881 Add support for textual inversion embedding for SD1.x CLIP. 2023-01-29 18:46:44 -05:00
comfyanonymous 73f60740c8 Slightly cleaner code. 2023-01-28 02:14:22 -05:00
comfyanonymous 0108616b77 Fix issue with some models. 2023-01-28 01:38:42 -05:00
comfyanonymous 2973ff24c5 Round CLIP position ids to fix float issues in some checkpoints. 2023-01-28 00:19:33 -05:00
comfyanonymous acdc6f42e0 Fix loading some malformed checkpoints? 2023-01-25 15:20:55 -05:00
comfyanonymous 220afe3310 Initial commit. 2023-01-16 22:37:14 -05:00