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655 Commits

Author SHA1 Message Date
doctorpangloss
ffb4ed9cf2 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-09-13 12:45:23 -07:00
comfyanonymous
7c6eb4fb29 Set some nodes as DEPRECATED. 2024-09-12 20:27:07 -04:00
comfyanonymous
d0b7ab88ba Add a simple experimental TorchCompileModel node. 
It probably only works on Linux.

For maximum speed on Flux with Nvidia 40 series/ada and newer try using
this node with fp8_e4m3fn and the --fast argument.
 2024-09-12 05:24:25 -04:00
bymyself
e760bf5c40
Add content-type filter method to folder_paths (#4054) 
* Add content-type filter method to folder_paths

* Add unit tests

* Hardcode webp content-type

* Annotate content_types as Literal["image", "video", "audio"]
 2024-09-11 02:00:07 -04:00
comfyanonymous
8aabd7c8c0 SaveLora node can now save "full diff" lora format. 
This isn't actually a lora format and is saving the full diff of the
weights in a format that can be used in the lora loader nodes.
 2024-09-07 03:21:02 -04:00
comfyanonymous
a09b29ca11 Add an option to the SaveLora node to store the bias diff. 2024-09-07 03:03:30 -04:00
comfyanonymous
9bfee68773 LoraSave node now supports generating text encoder loras. 
text_encoder_diff should be connected to a CLIPMergeSubtract node.

model_diff and text_encoder_diff are optional inputs so you can create
model only loras, text encoder only loras or a lora that contains both.
 2024-09-07 02:30:12 -04:00
doctorpangloss
25e636fb65 Qwen2 2024-09-06 17:44:08 -07:00
doctorpangloss
a4fb34a0b8 Improve language and compositing nodes 2024-09-05 21:56:04 -07:00
doctorpangloss
0ba08f273a Move comfy_extras nodes, fix pylint errors 2024-09-05 09:29:26 -07:00
doctorpangloss
db423f8013 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-09-05 09:23:00 -07:00
doctorpangloss
ed33ab1e7d Support ProcessPoolExecutor to improve memory management 2024-09-04 17:03:22 -07:00
comfyanonymous
22d1241a50 Add an experimental LoraSave node to extract model loras. 
The model_diff input should be connected to the output of a
ModelMergeSubtract node.
 2024-09-04 16:38:38 -04:00
doctorpangloss
ccdbd957ef Fix pylint issues 2024-08-28 15:48:47 -07:00
doctorpangloss
84c4a82a95 Fix missing RETURN_TYPES symbol 2024-08-28 14:56:09 -07:00
doctorpangloss
9e8bb0b297 Add image tracing to SVG support using vtrace, python skia. The Skia library can be used for additional drawing tasks 2024-08-28 14:49:19 -07:00
doctorpangloss
48ca1a4910 Include Kijai fp8 nodes. LoRAs are not supported by nf4 2024-08-25 22:41:10 -07:00
Benjamin Berman
01feca812f nf4 test and import module tweaks 2024-08-25 21:31:05 -07:00
doctorpangloss
5155a3e248 Merge WIP 2024-08-25 18:52:29 -07:00
doctorpangloss
b2fd1e2acb Upstream nf4 nodes and prepare for flash-attention 2.6 2024-08-25 17:08:19 -07:00
Benjamin Berman
ad9c4a7237 Upstream nf4 nodes 2024-08-25 15:23:14 -07:00
doctorpangloss
3e54f9da36 Fix torch_dtype issues, missing DualCLIPLoader known model support 2024-08-20 23:00:12 -07:00
doctorpangloss
540c43fae7 Typings 2024-08-20 21:25:16 -07:00
comfyanonymous
766ae119a8 CheckpointSave node name. 2024-08-19 15:06:12 -04:00
comfyanonymous
310ad09258 Add a ModelSave node. 2024-08-17 21:43:07 -04:00
doctorpangloss
f1a096b3e1 Merges new frontend 
- fixes bfloat16 on cpu to numpy issues
 - extensions should go into comfy/web/extensions/javascript
 2024-08-16 15:46:11 -07:00
doctorpangloss
7500d02af5 Improve language models and performance, adding a translation workflow example 2024-08-15 11:09:55 -07:00
doctorpangloss
0549f35e85 Merge commit '39fb74c5bd13a1dccf4d7293a2f7a755d9f43cbd' of github.com:comfyanonymous/ComfyUI 
- Improvements to tests
 - Fixes model management
 - Fixes issues with language nodes
 2024-08-13 20:08:56 -07:00
comfyanonymous
a475ec2300 Cleanup HunyuanDit controlnets. 
Use the: ControlNetApply SD3 and HunyuanDiT node.
 2024-08-09 02:59:34 -04:00
来新璐
06eb9fb426
feat: add support for HunYuanDit ControlNet (#4245) 
* add support for HunYuanDit ControlNet

* fix hunyuandit controlnet

* fix typo in hunyuandit controlnet

* fix typo in hunyuandit controlnet

* fix code format style

* add control_weight support for HunyuanDit Controlnet

* use control_weights in HunyuanDit Controlnet

* fix typo
 2024-08-09 02:59:24 -04:00
Silver
f3bc40223a
Add format metadata to CLIP save to make compatible with diffusers safetensors loading (#4233) 2024-08-06 01:45:24 -04:00
doctorpangloss
39c6335331 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-08-05 16:13:20 -07:00
doctorpangloss
2bc95c1711 Test improvements and fixes 
- move workflows to distinct json files
 - add the comfy-org workflows for testing
 - fix issues where workflows from windows users would not be compatible
   with backends running on linux or macos in light of separator
   differences. Because this codebase uses get_or_download wherever
   checkpoints, models, etc. are used, this is the only place where the
   comparison is gracefully handled for downloading. Validation code
   will correctly convert backslashes to forward slashes, assuming that
   100% of the places they are used and when comparing with a list, they
   are intended to be paths and not strict symbols
 2024-08-05 15:55:46 -07:00
comfyanonymous
ddb6a9f47c Set the step in EmptySD3LatentImage to 16. 
These models work better when the res is a multiple of 16.
 2024-08-04 15:59:02 -04:00
comfyanonymous
56f3c660bf ModelSamplingFlux now takes a resolution and adjusts the shift with it. 
If you want to sample Flux dev exactly how the reference code does use
the same resolution as your image in this node.
 2024-08-04 04:06:00 -04:00
comfyanonymous
0eea47d580 Add ModelSamplingFlux to experiment with the shift value. 
Default shift on Flux Schnell is 0.0
 2024-08-03 03:54:38 -04:00
comfyanonymous
7cd0cdfce6 Add advanced model merge node for Flux model. 2024-08-02 23:20:53 -04:00
doctorpangloss
a88cb3bef6 Merge branch 'master' of github.com:hiddenswitch/ComfyUI 2024-08-02 19:14:20 -07:00
Benjamin Berman
d1ad0407db Fix incorrect declaration of exif nodes required versus optional fields 2024-08-02 18:45:28 -07:00
doctorpangloss
c348b37b7c Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-08-02 10:55:02 -07:00
fgdfgfthgr-fox
bfb52de866
Lower SAG scale step for finer control (#4158) 
* Lower SAG step for finer control

Since the introduction of cfg++ which uses very low cfg value, a step of 0.1 in SAG might be too high for finer control. Even SAG of 0.1 can be too high when cfg is only 0.6, so I change the step to 0.01.

* Lower PAG step as well.

* Update nodes_sag.py
 2024-08-02 10:29:03 -04:00
comfyanonymous
eca962c6da Add FluxGuidance node. 
This lets you adjust the guidance on the dev model which is a parameter
that is passed to the diffusion model.
 2024-08-02 10:25:49 -04:00
Jairo Correa
c1696cd1b5
Add missing import (#4174) 2024-08-02 09:34:12 -04:00
doctorpangloss
059e9fbd81 Enable flux nodes 2024-08-01 16:19:48 -07:00
doctorpangloss
0a1ae64b0b Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-08-01 16:19:11 -07:00
comfyanonymous
a531001cc7 Add CLIPTextEncodeFlux. 2024-08-01 18:53:25 -04:00
doctorpangloss
ce5fe01768 Improve performance and memory management of upscale models, improve messaging on models loaded and unloaded from the GPU 2024-07-30 17:05:53 -07:00
doctorpangloss
34522e0914 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-07-30 11:11:45 -07:00
Silver
9300058026
Add dpmpp_2s_ancestral as custom sampler (#4101) 
Adding dpmpp_2s_ancestral as custom sampler node to enable its use with eta and s_noise when using custom sampling.
 2024-07-27 16:19:50 -04:00
comfyanonymous
6225a7827c Add CLIPTextEncodeHunyuanDiT. 
Useful for testing what each text encoder does.
 2024-07-26 13:08:06 -04:00
comfyanonymous
b2c995f623 "auto" type is only relevant to the SetUnionControlNetType node. 2024-07-22 11:30:38 -04:00
Chenlei Hu
4151fbfa8a
Add error message on union controlnet (#4081) 2024-07-22 11:27:32 -04:00
comfyanonymous
f836e69346 Fix bug with SaveAudio node with --gpu-only 2024-07-21 16:16:45 -04:00
doctorpangloss
6ade1d77e6 Remove nodes_color 2024-07-19 17:52:48 -07:00
doctorpangloss
87ab9d42d0 Merge branch 'execution_model_inversion' of github.com:guill/ComfyUI into pr-execution 2024-07-19 17:49:41 -07:00
comfyanonymous
6ab8cad22e Implement beta sampling scheduler. 
It is based on: https://arxiv.org/abs/2407.12173

Add "beta" to the list of schedulers and the BetaSamplingScheduler node.
 2024-07-19 18:05:09 -04:00
doctorpangloss
cc99d89ac6 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-07-18 16:31:21 -07:00
comfyanonymous
ff6ca2a892 Move PAG to model_patches/unet section. 
Move other unet model_patches nodes to model_patches/unet section.
 2024-07-18 17:22:51 -04:00
comfyanonymous
60383f3b64 Move controlnet nodes to conditioning/controlnet. 2024-07-16 17:08:25 -04:00
comfyanonymous
8270c62530 Add SetUnionControlNetType to set the type of the union controlnet model. 2024-07-16 17:04:53 -04:00
doctorpangloss
3d1d833e6f Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-07-15 14:22:49 -07:00
comfyanonymous
8e012043a9 Add a ModelSamplingAuraFlow node to change the shift value. 
Set the default AuraFlow shift value to 1.73 (sqrt(3)).
 2024-07-11 17:57:36 -04:00
doctorpangloss
3d67224937 Improve model downloading from Hugging Face Hub 2024-07-09 12:57:33 -07:00
comfyanonymous
628f0b8ebc Move audio nodes out of _for_testing. 2024-07-07 09:22:32 -04:00
doctorpangloss
7c6d716541 Fix pylint issues; fix IPEX workflow run 2024-07-05 12:44:03 -07:00
doctorpangloss
cf2eaedc5b Fix tests 2024-07-05 10:37:28 -07:00
doombubbles
0ab8c4f228 Update SaveImagesResponse 2024-07-04 12:17:32 -07:00
doctorpangloss
a13088ccec Merge upstream 2024-07-04 11:58:55 -07:00
doctorpangloss
95d47276e9 Improve tests and distributed error notifications 
- Tests now perform faster
 - Tests will run on supported GPU platforms
 - Configuration has known issues related to setting up a working
   directory for an embedded client
 - Introduce a Skeletonize node that solves many problems with Canny
 - Improve behavior of exception reporting
 2024-07-04 10:16:02 -07:00
comfyanonymous
01991f72ce Fix SamplerEulerCFGpp node. 2024-07-02 12:21:08 -04:00
Peter Crabtree
b82d67d5bf
Add SamplerEulerAncestralCFG++ custom sampler node (#3901) 
(for eta and s_noise)
 2024-07-01 17:42:17 -04:00
comfyanonymous
fbb7a1f1b6 PreviewAudio node. 2024-06-29 01:33:22 -04:00
comfyanonymous
7ecb2ec169 Audio second setting in EmptyLatentAudio. 2024-06-28 02:55:36 -04:00
comfyanonymous
264caca20e ControlNetApplySD3 node can now be used to use SD3 controlnets. 2024-06-27 18:43:11 -04:00
comfyanonymous
4650e7d6e9 Save and load workflow from the flac files output by SaveAudio. 2024-06-27 02:07:29 -04:00
Chenlei Hu
3b423afcca
Add audio widget (#3863) 
* Add audio widget

* Fix audio bugs

* Add CSS

* Populate audio widget when load history
 2024-06-27 00:22:55 -04:00
comfyanonymous
69d710e40f Implement my alternative take on CFG++ as the euler_pp sampler. 
Add euler_ancestral_pp which is the ancestral version of euler with the
same modification.
 2024-06-25 07:41:52 -04:00
comfyanonymous
eab211bb1e Resample audio to 44100 when VAE encoding it. 2024-06-24 16:55:20 -04:00
comfyanonymous
73ca780019 Add SamplerEulerCFG++ node. 
This node should match the DDIM implementation of CFG++ when "regular" is
selected.

"alternative" is a slightly different take on CFG++
 2024-06-23 13:21:18 -04:00
comfyanonymous
887a6341ed Proper ModelMergeSD3_2B node. 2024-06-21 08:41:31 -04:00
Zhenyu Zhou
45e10cac19
feat: add gits scheduler (#3769) 2024-06-20 08:12:15 -04:00
comfyanonymous
0d6a57938e Support loading diffusers SD3 model format with UNETLoader node. 2024-06-19 22:21:18 -04:00
doctorpangloss
ef38598030 Fix validation issues 2024-06-18 20:25:57 -07:00
doctorpangloss
3b35aa7846 For now, make torchaudio optional, because this package requires a lot of work to prevent weird dependency issues 2024-06-18 14:44:57 -07:00
doctorpangloss
8cdc246450 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-06-17 16:19:48 -07:00
comfyanonymous
bb1969cab7 Initial support for the stable audio open model. 2024-06-15 12:14:56 -04:00
doctorpangloss
cac6690481 Add known SD3 model files, merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-06-12 10:56:41 -07:00
comfyanonymous
0eaa34ec5b Fix regular empty latent image not working with SD3 and custom sampler. 2024-06-12 10:32:34 -04:00
comfyanonymous
c8b5e08dc3 Default shift value on SD3 is 3.0 2024-06-12 02:24:39 -04:00
comfyanonymous
32be358213 Save SD3 modelspec.architecture in CheckpointSave node. 2024-06-12 01:02:07 -04:00
comfyanonymous
1c34d338d7 Update EmptySD3LatentImage to use 1024 resolution by default. 2024-06-11 07:37:22 -04:00
doctorpangloss
6789e9c71e Add Reference Only ControlNet hack, add ControlNet++ models 2024-06-10 20:36:23 -07:00
doctorpangloss
e7682ced56 Better support for transformers t5 2024-06-10 20:22:17 -07:00
doctorpangloss
a5d828be77 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-06-10 13:21:36 -07:00
comfyanonymous
8c4a9befa7 SD3 Support. 2024-06-10 14:06:23 -04:00
doctorpangloss
d778277a68 Merge with upstream and fix tests 2024-06-10 10:01:08 -07:00
comfyanonymous
6cd8ffc465 Reshape the empty latent image to the right amount of channels if needed. 2024-06-08 02:35:08 -04:00
doctorpangloss
7f300bcb7a Multi-modal LLM support and ongoing improvements to language features. 2024-06-07 16:23:10 -07:00
doctorpangloss
6575409461 Additional chat templates to ease the use of many models. 2024-06-06 20:51:05 -07:00
doctorpangloss
ebf2ef27c7 Improve LLM / language support 2024-06-06 14:57:52 -07:00
Denys Smirnov
20447e9ec9
Fix alpha in PorterDuffImageComposite. (#3411) 
There were two bugs in PorterDuffImageComposite.

The first one is the fact that it uses the mask input directly as alpha, missing the conversion (`1-a`). The fix is similar to c16f5744.

The second one is that all color composition formulas assume alpha premultiplied values, while the input is not premultiplied.

This change fixes both of these issue.
 2024-06-04 16:37:11 -04:00
doctorpangloss
3f559135c6 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-06-03 11:42:55 -07:00
doctorpangloss
779555aba3 Remove empty chainner __init__.py package files 2024-06-03 11:31:58 -07:00
Peter Crabtree
e2c585f3be
Fix to allow use of PerpNegGuider with cfg_function_post hooks (like PAG) (#3618) 2024-06-01 12:36:08 -04:00
doctorpangloss
cb557c960b Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-05-31 07:42:11 -07:00
doctorpangloss
3125366eda Improve compatibility with comfyui-extra-models, improve API 2024-05-30 16:50:34 -07:00
doctorpangloss
8a3b49eb49 Resolves SSL errors on Windows when using fsspec 2024-05-29 17:42:15 -07:00
comfyanonymous
91542d4f8b Import spandrel_extra_arches if present. 
I will not add this dependency to the default ones because models in the
spandrel_extra_arches package are non commercial and therefore not
compatible with free software licenses like the one ComfyUI uses.

If you don't mind this you can install it manually yourself.
 2024-05-28 01:42:11 -04:00
comfyanonymous
0920e0e5fe Remove some unused imports. 2024-05-27 19:08:27 -04:00
comfyanonymous
16a493a190 Keep compatibility with some custom nodes. 2024-05-26 15:37:41 -04:00
comfyanonymous
9a151b7def Fix issue and unpin spandrel package. 2024-05-26 13:44:47 -04:00
Joey Ballentine
8cfd677cc0
Replace chainner_models with Spandrel package (#2146) 
* Replace chainner_models with Spandrel

* Update to latest spandrel

* Use spandrel_foss instead

* update spandrel to new FOSS-compliant version
 2024-05-26 13:44:17 -04:00
comfyanonymous
b02bcced05 Fix FreeU not working when shape is tensor. 2024-05-23 11:48:04 -04:00
doctorpangloss
519cddcefc Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-05-17 14:04:44 -07:00
pythongosssss
91590adf04
Add webcam node (#3497) 
* Add webcam node

* unused import
 2024-05-17 13:16:08 -04:00
doctorpangloss
3d98440fb7 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-05-16 14:28:49 -07:00
doctorpangloss
5a9055fe05 Tokenizers are now shallow cloned when CLIP is cloned. This allows nodes to add vocab to the tokenizer, as some checkpoints and LoRAs may require. 2024-05-16 12:39:19 -07:00
doctorpangloss
8741cb3ce8 LLM support in ComfyUI 
- Currently uses `transformers`
 - Supports model management and correctly loading and unloading models
   based on what your machine can support
 - Includes a Text Diffusers 2 workflow to demonstrate text rendering in
   SD1.5
 2024-05-14 17:30:23 -07:00
comfyanonymous
ec6f16adb6 Fix SAG. 2024-05-14 18:02:27 -04:00
doctorpangloss
0ee2f3bf15 Move advanced samplers into a place where it will be found 2024-05-13 19:36:27 -07:00
comfyanonymous
2de3b69b30 Support saving some more modelspec types. 2024-05-13 21:54:11 -04:00
doctorpangloss
355f2aef3a Fix parameters and user agent for ImageRequestParameter. 2024-05-13 17:59:02 -07:00
doctorpangloss
d11aed87ba OpenAPI ImageRequestParameter node uses a Chrome user-agent to facilitate external URLs better 2024-05-13 15:03:34 -07:00
comfyanonymous
e1489ad257 Fix issue with lowvram mode breaking model saving. 2024-05-11 21:55:20 -04:00
doctorpangloss
881258acb6 Progress bar hooks, via the server, are now set via a context. This will be used in other places too. 2024-05-09 13:24:06 -07:00
doctorpangloss
464c132c50 Add basic ImageRequestParameter node 2024-05-08 16:37:26 -07:00
doctorpangloss
3a64e04a93 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-05-07 13:57:53 -07:00
Pam
3787b4f246
Use get_model_object in Deep Shrink node (#3408) 2024-05-06 18:39:39 -04:00
comfyanonymous
565eb6d176 Add a SplitSigmasDenoise node as an alternative to SplitSigmas. 2024-05-05 05:24:36 -04:00
doctorpangloss
330ecb10b2 Merge with upstream. Remove TLS flags, because a third party proxy will do this better 2024-05-02 21:57:20 -07:00
comfyanonymous
94d5a12801 Don't load the model in SDTurboScheduler 2024-05-01 16:57:10 -04:00
comfyanonymous
eecd69b53a Add a SamplerLCMUpscale node. 
This sampler is an LCM sampler that upscales the latent during sampling.

It can be used to generate at a higher resolution with an LCM model very
quickly.

To try it use it with a basic 5 step LCM workflow with scale_ratio 1.5 or
2.0
 2024-04-29 20:00:47 -04:00
doctorpangloss
0862863bc0 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-04-29 13:37:03 -07:00
comfyanonymous
059773a6df Add some nodes to multiply the attention in UNet and Clip models. 2024-04-28 13:03:43 -04:00
comfyanonymous
10fcd09f4a Add a denoise value to AlignYourStepsScheduler. 2024-04-27 00:48:41 -04:00
comfyanonymous
16eabdf70d Free more vram for upscale models. 2024-04-25 17:04:19 -04:00
doctorpangloss
f965fb2bc0 Merge upstream 2024-04-24 22:41:43 -07:00
Pam
b8218522f1
Increase sigma_min/sigma_max range for custom schedulers (#3317) 2024-04-23 09:40:10 -04:00
comfyanonymous
d09b5ef4ef Free some memory before loading upscale models. 2024-04-22 18:51:15 -04:00
comfyanonymous
4ee9aad6ca Speed up Sharpen node. 2024-04-21 09:02:06 -04:00
comfyanonymous
644a3ae58d Implement Align Your Steps as a AlignYourStepsScheduler node. 2024-04-20 04:34:12 -04:00
comfyanonymous
133dc3351b Faster blur. 2024-04-19 03:52:02 -04:00
comfyanonymous
abc69cab45 Add a helpful warning for links that don't point anywhere. 2024-04-17 12:28:05 -04:00
comfyanonymous
45ec1cbe96 Implement PerpNeg as a guider. 2024-04-16 02:57:34 -04:00
comfyanonymous
8903dce862 This can be removed since PAG doesn't use the uncond. 2024-04-15 12:14:00 -04:00
comfyanonymous
719fb2c81d Add basic PAG node. 2024-04-14 23:49:50 -04:00
comfyanonymous
744ac944db Don't make dynamicPrompts the default on multiline string inputs. 
This should be less confusing to those who want to use multiline input
without them.
 2024-04-13 16:18:00 -04:00
comfyanonymous
fd7c636680 Add an AddNoise node to add noise depending on the sigma. 2024-04-10 23:40:31 -04:00
comfyanonymous
4201181b35 Add ModelMergeSD1, ModelMergeSD2 and ModelMergeSDXL. 2024-04-09 04:31:14 -04:00
doctorpangloss
034ffcea03 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-04-08 10:02:37 -07:00
comfyanonymous
30abc324c2 Support properly saving CosXL checkpoints. 2024-04-08 00:36:22 -04:00
comfyanonymous
c9fc242e2c The middle prompt should be treated more as a negative prompt. 2024-04-07 14:34:43 -04:00
comfyanonymous
d8dea4cdb8 Fix DisableNoise node. 2024-04-05 21:36:23 -04:00
comfyanonymous
ea9ac9d30b Fix PerpNeg node. 2024-04-05 11:46:54 -04:00
doctorpangloss
3e002b9f72 Fix string joining node, improve model downloading 2024-04-04 23:40:29 -07:00
comfyanonymous
0f5768e038 Fix missing arguments in cfg_function. 2024-04-04 23:38:57 -04:00
comfyanonymous
1a0486bb96 Fix model needing to be loaded on GPU to generate the sigmas. 2024-04-04 22:08:49 -04:00
comfyanonymous
1f8d8e6c77 Add InstructPixToPixConditioning node. 2024-04-04 15:06:17 -04:00
comfyanonymous
5272fd4b03 Add DualCFGGuider used in IP2P models for example. 2024-04-04 14:57:44 -04:00
comfyanonymous
cfbf3be54b Add basic guider for models with no cfg. 2024-04-04 13:57:32 -04:00
comfyanonymous
c6bd456c45 Make zero denoise a NOP. 2024-04-04 11:41:27 -04:00
comfyanonymous
fcfd2bdf8a Small cleanup. 2024-04-04 11:16:49 -04:00
comfyanonymous
f117566299 SamplerCustomAdvanced node. 
This node enables the creation of nodes to change the guider/denoiser and
the noise algorithm.
 2024-04-04 01:32:25 -04:00
comfyanonymous
e6482fbbfc Refactor calc_cond_uncond_batch into calc_cond_batch. 
calc_cond_batch can take an arbitrary amount of cond inputs.

Added a calc_cond_uncond_batch wrapper with a warning so custom nodes
won't break.
 2024-04-01 18:07:47 -04:00
doctorpangloss
8f548d4d19 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-03-29 13:36:57 -07:00
doctorpangloss
b0be335d59 Improved support for ControlNet workflows with depth 
- ComfyUI can now load EXR files.
 - There are new arithmetic nodes for floats and integers.
 - EXR nodes can load depth maps and be remapped with
   ImageApplyColormap. This allows end users to use ground truth depth
   data from video game engines or 3D graphics tools and recolor it to
   the format expected by depth ControlNets: grayscale inverse depth
   maps and "inferno" colored inverse depth maps.
 - Fixed license notes.
 - Added an additional known ControlNet model.
 - Because CV2 is now used to read OpenEXR files, an environment
   variable must be set early on in the application, before CV2 is
   imported. This file, main_pre, is now imported early on in more
   places.
 2024-03-26 22:32:15 -07:00
comfyanonymous
8ae1e4d125 Make step on sharpen node smaller. 2024-03-27 01:28:31 -04:00
doctorpangloss
d8846fcb39 Improved testing of API nodes 
- dynamicPrompts now set to False by default; CLIPTextEncoder and
   related nodes now have it set to True.
 - Fixed return values of API nodes.
 2024-03-22 22:04:35 -07:00
doctorpangloss
4cd8f9d2ed Merge with upstream 2024-03-22 14:35:17 -07:00
doctorpangloss
feae8c679b Add nodes to support OpenAPI and similar backend workflows 2024-03-22 14:22:50 -07:00
doctorpangloss
005e370254 Merge upstream 2024-03-21 13:15:36 -07:00
comfyanonymous
40e124c6be SV3D support. 2024-03-18 16:54:13 -04:00
comfyanonymous
0b78213bda Fix neg scale step. 2024-03-18 15:51:23 -04:00
comfyanonymous
b1a16d4500 Fix stable cascade img2img not working with all resolutions. 2024-03-18 13:51:38 -04:00
comfyanonymous
d3406d8d58 Increase image batch nodes maximum values. 2024-03-17 08:57:49 -04:00
comfyanonymous
f2fe635c9f SamplerDPMAdaptative node to test the different options. 2024-03-15 22:36:10 -04:00
doctorpangloss
93cdef65a4 Merge upstream 2024-03-12 09:49:47 -07:00
comfyanonymous
eda8704386 Add SamplerDPMPP_3M_SDE node. 2024-03-12 12:16:37 -04:00
comfyanonymous
e7b8e240f7 Add SamplerLMS node. 2024-03-12 04:34:34 -04:00
comfyanonymous
2a813c3b09 Switch some more prints to logging. 2024-03-11 16:34:58 -04:00
doctorpangloss
00728eb20f Merge upstream 2024-03-11 09:32:57 -07:00
Benjamin Berman
3c57ef831c Download known models from HuggingFace 2024-03-11 00:15:06 -07:00
MoonRide303
4656273e72 Added additional nodes for CLIP merging 2024-03-09 19:32:33 +01:00
comfyanonymous
a9ee9589b7 Add SamplerEulerAncestral node. 2024-03-09 08:21:43 -05:00
doctorpangloss
54b94e4c87 Move nodes into comfy_extras/nodes where they will be scanned and found 2024-03-08 15:17:56 -08:00
doctorpangloss
c0d9bc0129 Merge with upstream 2024-03-08 15:17:20 -08:00
comfyanonymous
55f37baae8 Move some stable cascade nodes outside of _for_testing. 2024-03-07 01:49:20 -05:00
comfyanonymous
3f75419e2e Add a node to use the super resolution controlnet. 2024-03-07 01:48:31 -05:00
Dmytro Mishkin
6d8834f08f
Add Morphology nodes from kornia (#2781) 
* import kornia

* Added morphology nodexs

* Add kornia to requirements

* fix choices

* options, also move to postprocessors

* fix placing and step
 2024-03-04 12:50:28 -05:00
comfyanonymous
0490ce8244 Fix differential diffusion node for batches. 2024-03-04 00:43:09 -05:00
comfyanonymous
b2e1744a16 Add a ThresholdMask node. 2024-03-04 00:31:59 -05:00
comfyanonymous
12c1080ebc Simplify differential diffusion code. 2024-03-03 15:34:42 -05:00
Shiimizu
727021bdea
Implement Differential Diffusion (#2876) 
* Implement Differential Diffusion

* Cleanup.

* Fix.

* Masks should be applied at full strength.

* Fix colors.

* Register the node.

* Cleaner code.

* Fix issue with getting unipc sampler.

* Adjust thresholds.

* Switch to linear thresholds.

* Only calculate nearest_idx on valid thresholds.
 2024-03-03 15:34:13 -05:00
doctorpangloss
272e3ee357 (broken) Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-02-27 16:58:34 -08:00
comfyanonymous
d46583ecec Playground V2.5 support with ModelSamplingContinuousEDM node. 
Use ModelSamplingContinuousEDM with edm_playground_v2.5 selected.
 2024-02-27 15:12:33 -05:00
doctorpangloss
bd5073caf2 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-02-26 08:51:07 -08:00
comfyanonymous
877a8f7a3c Merge branch 'patch-1' of https://github.com/feffy380/ComfyUI 2024-02-22 16:23:50 -05:00
doctorpangloss
bf6d91fec0 Merge upstream 2024-02-21 13:33:05 -08:00
comfyanonymous
7faa4507ec ModelSamplingDiscrete: x0 model support that predict a denoised image. 2024-02-21 08:05:43 -05:00
feffy380
820807c8ed
Fix Perp-Neg math 
adjust perp-neg implementation to match the paper
 2024-02-21 10:33:03 +01:00
doctorpangloss
fe4eaf0bd1 Move the node into the package that gets scanned 2024-02-19 15:00:41 -08:00
doctorpangloss
7520691021 Merge with master 2024-02-19 10:55:22 -08:00
comfyanonymous
a311524969 Node to make stable cascade image to image easier. 2024-02-19 13:36:20 -05:00
comfyanonymous
dbe0979b3f Larger range for min/max compression for StableCascade_EmptyLatentImage. 2024-02-19 08:59:53 -05:00
comfyanonymous
8b60d33bb7 Add ModelSamplingStableCascade to control the shift sampling parameter. 
shift is 2.0 by default on Stage C and 1.0 by default on Stage B.
 2024-02-18 00:55:23 -05:00
comfyanonymous
667c92814e Stable Cascade Stage B. 2024-02-16 13:02:03 -05:00
doctorpangloss
b4eda2d5a4 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-02-12 14:24:20 -08:00
comfyanonymous
0c9bc19768 Add ImageFromBatch. 2024-02-12 12:46:15 -05:00
comfyanonymous
20e3da6b31 Add a node to give the controlnet a prompt different from the unet. 2024-02-10 08:27:05 -05:00
doctorpangloss
8e9052c843 Merge with upstream 2024-02-07 14:27:50 -08:00
doctorpangloss
1b2ea61345 Improved API support 
- Run comfyui workflows directly inside other python applications using
   EmbeddedComfyClient.
 - Optional telemetry in prompts and models using anonymity preserving
   Plausible self-hosted or hosted.
 - Better OpenAPI schema
 - Basic support for distributed ComfyUI backends. Limitations: no
   progress reporting, no easy way to start your own distributed
   backend, requires RabbitMQ as a message broker.
 2024-02-07 14:20:21 -08:00
FizzleDorf
f2bae7463e
changed default of LatentBatchSeedBehavior to fixed 2024-02-02 18:31:35 +09:00
doctorpangloss
82edb2ff0e Merge with latest upstream. 2024-01-29 15:06:31 -08:00
comfyanonymous
7f4725f6b3 Fix some issues with --gpu-only 2024-01-27 02:51:27 -05:00
comfyanonymous
fc196aac80 Add a LatentBatchSeedBehavior node. 
This lets you set it so the latents can use the same seed for the sampling
on every image in the batch.
 2024-01-26 23:13:02 -05:00
comfyanonymous
d1533d9c0f Add experimental photomaker nodes. 
Put the model file in models/photomaker and use PhotoMakerLoader.

Then use PhotoMakerEncode with the keyword "photomaker" to apply the image
 2024-01-24 09:51:42 -05:00
comfyanonymous
f2d432f9a7 Fix potential turbo scheduler model patching issue. 2024-01-22 00:28:13 -05:00
comfyanonymous
9fff3c46b4 Move some nodes to model_patches section. 2024-01-18 15:57:35 -05:00
comfyanonymous
d76a04b6ea Add unfinished ImageOnlyCheckpointSave node to save a SVD checkpoint. 
This node is unfinished, SVD checkpoints saved with this node will
work with ComfyUI but not with anything else.
 2024-01-17 19:46:21 -05:00
comfyanonymous
d4edd9bfa8 Fix hypertile issue with high depths. 2024-01-11 15:13:38 -05:00
comfyanonymous
b4e915e745 Skip SAG when latent is too small. 2024-01-10 04:08:43 -05:00
comfyanonymous
2c80d9acb9 Round up to nearest power of 2 in SAG node to fix some resolution issues. 2024-01-09 15:12:12 -05:00
comfyanonymous
7c9a0f7e0a Fix BasicScheduler issue with Loras. 2024-01-05 12:31:13 -05:00
comfyanonymous
35322a3766 StableZero123_Conditioning_Batched node. 
This node lets you generate a batch of images with different elevations or
azimuths by setting the elevation_batch_increment and/or
azimuth_batch_increment.

It also sets the batch index for the latents so that the same init noise is
used on each frame.
 2024-01-05 04:20:03 -05:00
doctorpangloss
345825dfb5 Fix issues with missing __init__ in upscaler, move web/ directory to comfy/web so that the need for symbolic link support on windows is eliminated 2024-01-03 16:35:00 -08:00
doctorpangloss
369aeb598f Merge upstream, fix 3.12 compatibility, fix nightlies issue, fix broken node 2024-01-03 16:00:36 -08:00
doctorpangloss
bf42e687fd Fix more nodes 2024-01-03 14:29:16 -08:00
comfyanonymous
8c6493578b Implement noise augmentation for SD 4X upscale model. 2024-01-03 14:27:11 -05:00
comfyanonymous
ef4f6037cb Fix model patches not working in custom sampling scheduler nodes. 2024-01-03 12:16:30 -05:00
comfyanonymous
a7874d1a8b Add support for the stable diffusion x4 upscaling model. 
This is an old model.

Load the checkpoint like a regular one and use the new
SD_4XUpscale_Conditioning node.
 2024-01-03 03:37:56 -05:00
comfyanonymous
d1f3637a5a Add a denoise parameter to BasicScheduler node. 2023-12-31 15:37:20 -05:00
comfyanonymous
6781b181ef Fix potential tensor device issue with ImageCompositeMasked. 2023-12-21 02:35:01 -05:00
comfyanonymous
5f54614e7f Add a RebatchImages node. 2023-12-20 16:22:18 -05:00
comfyanonymous
e82942cc29 Add a denoise parameter to the SDTurboScheduler. 2023-12-20 02:54:25 -05:00
comfyanonymous
571ea8cdcc Fix SAG not working with cfg 1.0 2023-12-18 17:03:32 -05:00
comfyanonymous
d2f322902c Fix wrong Stable Zero123 node name. 2023-12-18 03:59:50 -05:00
comfyanonymous
2258f85159 Support stable zero 123 model. 
To use it use the ImageOnlyCheckpointLoader to load the checkpoint and
the new Stable_Zero123 node.
 2023-12-18 03:48:04 -05:00
comfyanonymous
a036b94075 Move SaveAnimated nodes to image->animation. 2023-12-17 02:37:22 -05:00
comfyanonymous
574efd3782 Fix perpneg not working on SDXL. 2023-12-16 02:30:16 -05:00
comfyanonymous
172984db01 Fix SAG not working on certain resolutions. 2023-12-16 01:29:57 -05:00
comfyanonymous
6596654d47 Add a LatentBatch node. 2023-12-16 01:21:00 -05:00
comfyanonymous
adc40e3d7b Forgot this. 2023-12-15 15:46:23 -05:00
comfyanonymous
014c8bf2f2 Refactor LCM to support more model types. 2023-12-15 15:26:12 -05:00
comfyanonymous
9cad2f06ff Make perp neg take a conditioning input instead of a CLIP one. 2023-12-15 14:40:57 -05:00
Hari
574363a8a6 Implement Perp-Neg 2023-12-16 00:28:16 +05:30
comfyanonymous
a5056cfb1f Remove useless code. 2023-12-15 01:28:16 -05:00
comfyanonymous
b12b48e170 cleanup. 2023-12-14 20:11:46 -05:00
comfyanonymous
ba04a87d10 Refactor and improve the sag node. 
Moved all the sag related code to comfy_extras/nodes_sag.py
 2023-12-13 16:11:26 -05:00
Rafie Walker
6761233e9d
Implement Self-Attention Guidance (#2201) 
* First SAG test

* need to put extra options on the model instead of patcher

* no errors and results seem not-broken

* Use @ashen-uncensored formula, which works better!!!

* Fix a crash when using weird resolutions. Remove an unnecessary UNet call

* Improve comments, optimize memory in blur routine

* SAG works with sampler_cfg_function
 2023-12-13 15:52:11 -05:00
comfyanonymous
9ac0b487ac Make --gpu-only put intermediate values in GPU memory instead of cpu. 2023-12-08 02:35:45 -05:00
comfyanonymous
cdff081023 Fix hypertile. 2023-12-07 15:22:35 -05:00
doctorpangloss
3fd5de9784 fix nodes 2023-12-06 17:30:33 -08:00
asagi4
03eadbb53c Make HyperTile deterministic 2023-12-06 21:17:56 +02:00
Benjamin Berman
01312a55a4 merge upstream 2023-12-03 20:41:13 -08:00
comfyanonymous
57d7f4464f Add SDTurboScheduler node. 2023-11-28 13:35:32 -05:00
comfyanonymous
f30b992b18 .sigma and .timestep now return tensors on the same device as the input. 2023-11-27 16:41:33 -05:00
comfyanonymous
488de0b4df ModelSamplingDiscreteLCM -> ModelSamplingDiscreteDistilled 2023-11-27 16:32:03 -05:00
comfyanonymous
e020ab61f9 Fix output APNG not working with ffmpeg. 2023-11-24 18:24:19 -05:00
comfyanonymous
8ad5d494d5 Fix APNG not working in ffmpeg. 2023-11-24 18:14:17 -05:00
comfyanonymous
916e9c998c Use same default fps as webp node. 2023-11-24 11:19:23 -05:00
comfyanonymous
eff24ea6aa Add a node to save animated PNG files. These work in ffpmeg unlike webp. 2023-11-24 11:12:10 -05:00
comfyanonymous
02ffbb2de3 Fix typo. 2023-11-23 23:20:07 -05:00
comfyanonymous
42dfae6331 Nodes to properly use the SDV img2vid checkpoint. 
The img2vid model is conditioned on clip vision output only which means
there's no CLIP model which is why I added a ImageOnlyCheckpointLoader to
load it. Note that the unClipCheckpointLoader can also load it because it
also has a CLIP_VISION output.

SDV_img2vid_Conditioning is the node used to pass the right conditioning
to the img2vid model.

VideoLinearCFGGuidance applies a linearly decreasing CFG scale to each
video frame from the cfg set in the sampler node to min_cfg.

SDV_img2vid_Conditioning can be found in conditioning->video_models
ImageOnlyCheckpointLoader can be found in loaders->video_models
VideoLinearCFGGuidance can be found in sampling->video_models
 2023-11-23 19:48:49 -05:00
comfyanonymous
871cc20e13 Support SVD img2vid model. 2023-11-23 19:41:33 -05:00
comfyanonymous
022033a0e7 Fix SaveAnimatedWEBP not working when metadata is disabled. 2023-11-23 15:39:35 -05:00
comfyanonymous
a657f96c5c Add a node to save animated webp. 2023-11-23 14:28:41 -05:00
comfyanonymous
c3ae99a749 Allow controlling downscale and upscale methods in PatchModelAddDownscale. 2023-11-22 03:23:16 -05:00
comfyanonymous
31c5ea7b2c Add LatentInterpolate to interpolate between latents. 2023-11-20 03:55:51 -05:00
comfyanonymous
dba4f3b4fc Add a RepeatImageBatch node. 2023-11-19 06:09:01 -05:00
comfyanonymous
d9d8702d8d percent_to_sigma now returns a float instead of a tensor. 2023-11-18 23:20:29 -05:00
comfyanonymous
8a451234b3 Add ImageCrop node. 2023-11-18 04:44:17 -05:00
comfyanonymous
7e3fe3ad28 Make deep shrink behave like it should. 2023-11-16 15:26:28 -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
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
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
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
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
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
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
matt3o
4acfc11a80 add difference blend mode 2023-11-05 19:00:23 +01:00
comfyanonymous
ee74ef5c9e Increase maximum batch size in LatentRebatch. 2023-11-02 13:07:41 -04:00
tsone
23c5d17837 Added Bayer dithering to Quantize node. 2023-10-31 22:22:40 +01:00
comfyanonymous
1443caf373 HyperTile node, can be found in: _for_testing->HyperTile 2023-10-21 05:16:38 -04:00
comfyanonymous
c2bb34d865 Implement updated FreeU as _for_testing->FreeU_V2 node 2023-10-18 02:06:49 -04:00
doctorpangloss
04d0ecd0d4 merge upstream 2023-10-17 17:49:31 -07:00
Benjamin Berman
d21655b5a2 merge upstream 2023-10-17 14:47:59 -07:00
comfyanonymous
f8caa24bcc Support hypernetwork with mish activation function and layer norm. 2023-10-17 12:08:03 -04:00
Jairo Correa
b5fa3d28d7 Fix MaskComposite 2023-10-13 13:40:53 -03:00
Jairo Correa
87097a11c3 Fix FeatherMask 2023-10-13 12:26:54 -03:00
comfyanonymous
20d3852aa1 Pull some small changes from the other repo. 2023-10-11 20:38:48 -04:00
comfyanonymous
877553843f Add a CLIPSave node to save CLIP model weights. 2023-10-10 01:24:49 -04:00
comfyanonymous
7bb9f6b7e8 Add a VAESave node. 2023-10-09 01:42:15 -04:00
comfyanonymous
c16f5744e3 Fix SplitImageWithAlpha and JoinImageWithAlpha. 2023-10-08 15:52:10 -04:00
comfyanonymous
69a824e9a4 Move _for_testing/custom_sampling nodes to sampling/custom_sampling. 2023-10-08 03:20:35 -04:00
doctorpangloss
e8b60dfc6e merge upstream 2023-10-06 15:02:31 -07:00
comfyanonymous
0e763e880f JoinImageWithAlpha now works with any mask shape. 2023-10-04 15:54:34 -04:00
comfyanonymous
9212bea87c Change a few things in #1578. 2023-10-04 15:43:41 -04:00