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ComfyUI
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2700 Commits

Author SHA1 Message Date
comfyanonymous 0cf4e86939 Add some command line arguments to store text encoder weights in fp8. 
Pytorch supports two variants of fp8:
--fp8_e4m3fn-text-enc (the one that seems to give better results)
--fp8_e5m2-text-enc
 2023-11-17 02:56:59 -05:00
comfyanonymous 107e78b1cb Add support for loading SSD1B diffusers unet version. 
Improve diffusers model detection.
 2023-11-16 23:12:55 -05:00
comfyanonymous 7e3fe3ad28 Make deep shrink behave like it should. 2023-11-16 15:26:28 -05:00
comfyanonymous 9f00a18095 Fix potential issues. 2023-11-16 14:59:54 -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 7ea6bb038c Print warning when controlnet can't be applied instead of crashing. 2023-11-16 12:57:12 -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 7114cfec0e Always clone graph data when loading to fix some load issues. 2023-11-15 15:55:02 -05:00
comfyanonymous 629e4c552c Merge branch 'master' of https://github.com/42lux/ComfyUI 2023-11-15 01:47:21 -05:00
comfyanonymous 57eea0efbb heunpp2 sampler. 2023-11-14 23:50:55 -05:00
42lux 7b87c825a3 Added Colorschemes. Arc, North and Github. 2023-11-15 02:37:35 +01:00
comfyanonymous 728613bb3e Fix last pr. 2023-11-14 14:41:31 -05:00
comfyanonymous ec3d0ab432 Merge branch 'master' of https://github.com/Jannchie/ComfyUI 2023-11-14 14:38:07 -05:00
comfyanonymous c962884a5c Make bislerp work on GPU. 2023-11-14 11:38:36 -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
Jianqi Pan f2e49b1d57 fix: adaptation to older versions of pytroch 2023-11-14 14:32:05 +09:00
comfyanonymous 94cc718e9c Add a way to add patches to the input block. 2023-11-14 00:08:12 -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 eb0407e806 Update litegraph to latest. 2023-11-13 16:26:28 -05:00
comfyanonymous 7339479b10 Disable xformers when it can't load properly. 2023-11-13 12:31:10 -05:00
comfyanonymous f12ec55983 Allow boolean widgets to have no options dict. 2023-11-13 00:42:34 -05:00
pythongosssss 4aeef781a3
Support number/text ids when importing API JSON (#1952) 
* support numeric/text ids
 2023-11-12 14:49:23 -05:00
comfyanonymous 4781819a85 Make memory estimation aware of model dtype. 2023-11-12 04:28:26 -05:00
comfyanonymous dd4ba68b6e Allow different models to estimate memory usage differently. 2023-11-12 04:03:52 -05:00
comfyanonymous 2c9dba8dc0 sampling_function now has the model object as the argument. 2023-11-12 03:45:10 -05:00
comfyanonymous 8d80584f6a Remove useless argument from uni_pc sampler. 2023-11-12 01:25:33 -05:00
Jairo Correa 006b24cc32 Prevent image cache 2023-11-11 15:56:14 -03:00
comfyanonymous 248aa3e563 Fix bug. 2023-11-11 12:20:16 -05:00
comfyanonymous 4a8a839b40 Add option to use in place weight updating in ModelPatcher. 2023-11-11 01:11:12 -05:00
comfyanonymous 412d3ff57d Refactor. 2023-11-11 01:11:06 -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 3e0033ef30 Fix model merge bug. 
Unload models before getting weights for model patching.
 2023-11-10 03:19:05 -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
pythongosssss 72e3feb573
Load API JSON (#1932) 
* added loading api json

* revert async change

* reorder
 2023-11-09 13:33:43 -05:00
comfyanonymous cd6df8b323 Fix sanitize node name removing the "/" character. 2023-11-09 13:10:19 -05:00
comfyanonymous ec12000136 Add support for full diff lora keys. 2023-11-08 22:05:31 -05:00
comfyanonymous 064d7583eb Add a CONDConstant for passing non tensor conds to unet. 2023-11-08 01:59:09 -05:00
comfyanonymous 794dd2064d Fix typo. 2023-11-07 23:41:55 -05:00
comfyanonymous 0a6fd49a3e Print leftover keys when using the UNETLoader. 2023-11-07 22:15:55 -05:00
comfyanonymous fe40109b57 Fix issue with object patches not being copied with patcher. 2023-11-07 22:15:15 -05:00
comfyanonymous a527d0c795 Code refactor. 2023-11-07 19:33:40 -05:00
comfyanonymous 2a23ba0b8c Fix unet ops not entirely on GPU. 2023-11-07 04:30:37 -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
comfyanonymous d07cd44272 Merge branch 'master' of https://github.com/cubiq/ComfyUI 2023-11-07 01:52:13 -05:00
comfyanonymous 656c0b5d90 CLIP code refactor and improvements. 
More generic clip model class that can be used on more types of text
encoders.

Don't apply weighting algorithm when weight is 1.0

Don't compute an empty token output when it's not needed.
 2023-11-06 14:17:41 -05:00
comfyanonymous b3fcd64c6c Make SDTokenizer class work with more types of tokenizers. 2023-11-06 01:09:18 -05:00
matt3o 4acfc11a80 add difference blend mode 2023-11-05 19:00:23 +01:00