Awesome
<div align="center"> <a href="https://space.bilibili.com/1840885116">Video Tutorial</a> | Docs (Cooming Soon) | <a href="https://github.com/yolain/ComfyUI-Yolain-Workflows">Workflow Collection</a> | <a href="#%EF%B8%8F-donation">Donation</a> <br><br> <a href="./README.md"><img src="https://img.shields.io/badge/🇬🇧English-0b8cf5"></a> <a href="./README.ZH_CN.md"><img src="https://img.shields.io/badge/🇨🇳中文简体-e9e9e9"></a> </div>ComfyUI-Easy-Use is an efficiency custom nodes integration package, which is extended on the basis of TinyTerraNodes. It has been integrated and optimized for many popular awesome custom nodes to achieve the purpose of faster and more convenient use of ComfyUI. While ensuring the degree of freedom, it restores the ultimate smooth image production experience that belongs to Stable Diffusion.
👨🏻🎨 Introduce
- Inspire by tinyterraNodes, which greatly reduces the time cost of tossing workflows。
- UI interface beautification, the first time you install the user, if you need to use the UI theme, please switch the theme in Settings -> Color Palette and refresh page.
- Added a node for pre-sampling parameter configuration, which can be separated from the sampling node for easier previewing
- Wildcards and lora's are supported, for Lora Block Weight usage, ensure that the custom node package has the ComfyUI-Inspire-Pack
- Multi-selectable styled cue word selector, default is Fooocus style json, custom json can be placed under styles, samples folder can be placed in the preview image (name and name consistent, image file name such as spaces need to be converted to underscores '_')
- The loader enables the A1111 prompt mode, which reproduces nearly identical images to those generated by webui, and needs to be installed ComfyUI_smZNodes first.
- Noise injection into the latent space can be achieved using the
easy latentNoisy
oreasy preSamplingNoiseIn
node - Simplified processes for SD1.x, SD2.x, SDXL, SVD, Zero123, etc. Example
- Simplified Stable Cascade Example
- Simplified Layer Diffuse Example,The first time you use it you may need to run
pip install -r requirements.txt
to install the required dependencies. - Simplified InstantID Example, You need to make sure that the custom node package has the ComfyUI_InstantID
- Extending the usability of XYplot
- Fooocus Inpaint integration
- Integration of common logical calculations, conversion of types, display of all types, etc.
- Background removal nodes for the RMBG-1.4 model supporting BriaAI, BriaAI Guide
- Forcibly cleared the memory usage of the comfy UI model are supported
- Stable Diffusion 3 multi-account API nodes are supported
- Support SD3's model
- Support Kolors‘s model
- Support Flux's model
- Support lazy if else and for loops
👨🏻🔧 Installation
Clone the repo into the custom_nodes directory and install the requirements:
#1. Clone the repo
git clone https://github.com/yolain/ComfyUI-Easy-Use
#2. Install the requirements
Double-click install.bat to install the required dependencies
👨🏻🚀 Plan
- Updated new front-end code for easier maintenance
- Maintain css styles using sass
- Optimize existing extensions
- Add new components
- Upload new workflows to ComfyUI-Yolain-Workflows and translate readme to english version.
- Write gitbook with more detailed function introdution
📜 Changelog
v1.2.5
- Support mochi
- Implement reuse of end nodes output in the loop body (e.g: previewImage and showAnything and sth.)
v1.2.4
- Added
easy imageSplitTiles
andeasy imageTilesFromBatch
- Support
model_override
,vae_override
,clip_override
can be input separately toeasy fullLoader
- Added
easy saveImageLazy
- Added
easy loadImageForLoop
- Added
easy isFileExist
- Added
easy saveText
v1.2.3
easy showAnything
andeasy cleanGPUUsed
added slot of output- Added human parts segmentation to
easy humanSegmentation
- Code based on ComfyUI_Human_Parts - Using FluxGuidance when you are using a flux model and choose basicGuider and set the cfg>0 on
easy preSamplingCustom
- Added
easy loraStackApply
andeasy controlnetStackApply
- Apply loraStack and controlnetStack
v1.2.2
- Added
easy batchAny
- Added
easy anythingIndexSwitch
- Added
easy forLoopStart
andeasy forLoopEnd
- Added
easy ifElse
- Added v2 web frond-end code
- Added
easy fluxLoader
- Added support for
controlnetApply
Related nodes with SD3 and hunyuanDiT - Fixed after using
easy applyFooocusInpaint
, all lora models become unusable
v1.2.1
- Added
easy ipadapterApplyFaceIDKolors
- Added inspyrenet to
easy imageRemBg
- Added
easy controlnetLoader++
- Added PLUS (kolors genernal) and FACEID PLUS KOLORS preset to
easy ipadapterApply
andeasy ipadapterApplyADV
(Supported kolors ipadapter) - Added
easy kolorsLoader
- Code based on MinusZoneAI's and kijai's repo, thanks for their contribution.
v1.2.0
- Added
easy pulIDApply
andeasy pulIDApplyADV
- Added
easy huanyuanDiTLoader
andeasy pixArtLoader
- Added easy sliderControl - Slider control node, which can currently be used to control the parameters of ipadapterMS (double-click the slider to reset to default)
- Added layer_weights in
easy ipadapterApplyADV
v1.1.9
- Added gitsScheduler
- Added
easy imageBatchToImageList
andeasy imageListToImageBatch
- Recursive subcategories nested for models
- Support for Stable Diffusion 3 model
- Added
easy applyInpaint
- All inpainting mode in this node
v1.1.8
- Added
easy controlnetStack
- Added
easy applyBrushNet
- Workflow Example - Added
easy applyPowerPaint
- Workflow Example
v1.1.7
- Added
easy prompt
- Subject and light presets, maybe adjusted later - Added
easy icLightApply
- Light and shadow migration, Code based on ComfyUI-IC-Light - Added
easy imageSplitGrid
easy kSamplerInpainting
added options such as different diffusion and brushnet in additional widget- Support for brushnet model loading - ComfyUI-BrushNet
- Added
easy applyFooocusInpaint
- Replace FooocusInpaintLoader - Removed
easy fooocusInpaintLoader
v1.1.6
- Added alignYourSteps to schedulder widget in all
easy preSampling
andeasy fullkSampler
- Added Preview&Choose to image_output widget in
easy kSampler
&easy fullkSampler
- Added
easy styleAlignedBatchAlign
- Credit of style_aligned_comfy - Added
easy ckptNames
- Added
easy controlnetNames
- Added
easy imagesSplitimage
- Batch images split into single images - Added
easy imageCount
- Get Image Count - Added
easy textSwitch
- Text Switch
v1.1.5
- Rewrite
easy cleanGPUUsed
- the memory usage of the comfyUI can to be cleared - Added
easy humanSegmentation
- Human Part Segmentation - Added
easy imageColorMatch
- Added
easy ipadapterApplyRegional
- Added
easy ipadapterApplyFromParams
- Added
easy imageInterrogator
- Image To Prompt - Added
easy stableDiffusion3API
- Easy Stable Diffusion 3 Multiple accounts API Node
v1.1.4
- Added
easy preSamplingCustom
- Custom-PreSampling, can be supported cosXL-edit - Added
easy ipadapterStyleComposition
- Added the right-click menu to view checkpoints and lora information in all Loaders
- Fixed
easy preSamplingNoiseIn
、easy latentNoisy
、east Unsampler
compatible with ComfyUI Revision>=2098 [0542088e] or later
v1.1.3
easy ipadapterApply
Added COMPOSITION preset- Supported ResAdapter when load ResAdapter lora
- Added
easy promptLine
- Added
easy promptReplace
- Added
easy promptConcat
easy wildcards
Added multiline_mode
- Optimized some of the recommended nodes for slots related to EasyUse
- Added Enable ContextMenu Auto Nest Subdirectories The setting item is enabled by default, and it can be classified into subdirectories, checkpoints and loras previews
- Added
easy sv3dLoader
- Added
easy dynamiCrafterLoader
- Added
easy ipadapterApply
- Added
easy ipadapterApplyADV
- Added
easy ipadapterApplyEncoder
- Added
easy ipadapterApplyEmbeds
- Added
easy preMaskDetailerFix
- Fixed
easy stylesSelector
is change the prompt when not select the style - Fixed
easy pipeEdit
error when add lora to prompt - Fixed layerDiffuse xyplot bug
easy kSamplerInpainting
add additional widget,you can choose 'Differential Diffusion' or 'Only InpaintModelConditioning'
- The issue that the seed is 0 when a node with a seed control is added and control before generate is fixed for the first time run queue prompt.
easy preSamplingAdvanced
Added return_with_leftover_noise- Fixed
easy stylesSelector
error when choose the custom file easy preSamplingLayerDiffusion
Added optional input parameter for mask- Renamed all nodes widget name named seed_num to seed
- Remove forced control_before_generate settings。 If you want to use control_before_generate, change widget_value_control_mode to before in system settings
- Added
easy imageRemBg
- The default is BriaAI's RMBG-1.4 model, which removes the background effect more and faster
- Added
easy imageSplitList
- to split every N images - Added
easy preSamplingDiffusionADDTL
- It can modify foreground、background or blended additional prompt - Added
easy preSamplingNoiseIn
It can replace theeasy latentNoisy
node that needs to be fronted to achieve better noise injection easy pipeEdit
Added conditioning splicing mode selection, you can choose to replace, concat, combine, average, and set timestep range- Added
easy pipeEdit
- nodes that can edit pipes (including re-enterable prompts) - Added
easy preSamplingLayerDiffusion
andeasy kSamplerLayerDiffusion
- Added a convenient menu to right-click on nodes such as Loader, Presampler, Sampler, Controlnet, etc. to quickly replace nodes of the same type
- Added
easy instantIDApplyADV
can link positive and negative - Fixed layerDiffusion error when batch size greater than 1
- Fixed
easy wildcards
When LoRa is not filled in completely, LoRa is not automatically retrieved, resulting in failure to load LoRa - Fixed the issue that 'BREAK' non-initiation when didn't use a1111 prompt style
- Fixed
easy instantIDApply
mask not input right
- Fixed the error when ComfyUI-Impack-Pack and ComfyUI_InstantID were not installed
- Fixed
easy pipeIn
- Added
easy instantIDApply
- you need installed ComfyUI_InstantID fisrt, WorkflowExample - Fixed
easy detailerFix
not added to the list of nodes available for saving images formatting extensions - Fixed
easy XYInputs: PromptSR
errors are reported when replacing negative prompts
easy cascadeLoader
stage_c and stage_b support the checkpoint model (Download checkpoints models)easy styleSelector
The search box is modified to be case-insensitiveeasy fullLoader
positive、negative、latent added to the output items- Fixed the issue that 'easy preSampling' and other similar node, latent could not be generated based on the batch index after passing in
- Fixed
easy svdLoader
error when the positive or negative is empty - Fixed the error of SDXLClipModel in ComfyUI revision 2016[c2cb8e88] and above (the revision number was judged to be compatible with the old revision)
- Fixed
easy detailerFix
generation error when batch size is greater than 1 - Optimize the code, reduce a lot of redundant code and improve the running speed
- Added
easy cascadeLoader
- stable cascade Loader - Added
easy preSamplingCascade
- stable cascade preSampling Settings - Added
easy fullCascadeKSampler
- stable cascade stage-c ksampler full - Added
easy cascadeKSampler
- stable cascade stage-c ksampler simple - Optimize the image to imageExample
- Added
easy XYInputs: Checkpoint
- Added
easy XYInputs: Lora
easy seed
can manually switch the random seed when increasing the fixed seed value- Fixed
easy fullLoader
and all loaders to automatically adjust the node size when switching LoRa - Removed the original ttn image saving logic and adapted to the default image saving format extension of ComfyUI
- Added
easy isSDXL
- Added prompt word control on
easy svdLoader
, which can be used with open_clip model - Added populated_text on
easy wildcards
, wildcard populated text can be output
-
easy showAnything
added support for converting other types (e.g., tensor conditions, images, etc.) -
Added
easy showLoaderSettingsNames
can display the model and VAE name in the output loader assembly -
Added
easy promptList
-
Added
easy fooocusInpaintLoader
(only the process of SDXLModel is supported) -
Added Logic nodes
-
Added
easy imageSave
- Image saving node with date conversion and aspect and height formatting -
Added
easy joinImageBatch
-
easy kSamplerInpainting
Added the patch input value to be used with the FooocusInpaintLoader node -
Fixed xyplot error when with Pillow>9.5
-
Fixed
easy wildcards
An error is reported when running with the PS extension -
Fixed
easy XYInputs: ControlNet
Error -
Fixed
easy loraStack
error when toggle is disabled -
Changing the first-time install node package no longer automatically replaces the theme, you need to manually adjust and refresh the page
-
easy imageSave
added only_preivew -
Adjust the
easy latentCompositeMaskedWithCond
node
-
Added
easy stylesSelector
-
Added scale_soft_weights in
easy controlnetLoader
andeasy controlnetLoaderADV
-
Added the queue progress bar setting item, which is not enabled by default
-
Fixed
easy XYInputs: Sampler/Scheduler
Error -
Fixed the right menu has a problem when clicking the button
-
Fixed
easy comfyLoader
error -
Fixed xyPlot error when connecting to zero123
-
Fixed the error message in the loader when the prompt word was component
-
Fixed
easy getNode
andeasy setNode
the title does not change when loading -
Fixed all samplers using subdirectories to store images
-
Adjust the UI theme, divided into two sets of styles: the official default background and the dark black background, which can be switched in the color palette in the settings
-
Modify the styles path to be compatible with other environments
-
Added
easy XYPlotAdvanced
and some nodes abouteasy XYInputs
-
Added Alt+1-Alt+9 Shortcut keys to quickly paste node presets for Node templates (corresponding to 1~9 sequences)
-
Added a
📜Groups Map(EasyUse)
to the context menu. -
An
autocomplete
folder has been added, If you have ComfyUI-Custom-Scripts installed, the txt files in that folder will be merged and overwritten to the autocomplete .txt file of the pyssss package at startup. -
Fixed XYPlot is not working when
a1111_prompt_style
is True -
Fixed UI loading failure in the new version of ComfyUI
-
easy XYInputs ModelMergeBlocks
Values can be imported from CSV files -
Fixed
easy pipeToBasicPipe
Bug -
Removed
easy imageRemBg
-
Remove the introductory diagram and workflow files from the package to reduce the package size
-
Replaced the font file used in the generation of XY diagrams
- Fixed
easy comfyLoader
error - Fixed All nodes that contain the value of the image size
- Added
easy kSamplerInpainting
- Added
easy pipeToBasicPipe
- Fixed
width
andheight
can not customize ineasy svdLoader
- Fixed all preview image path (Previously, it was not possible to preview the image on the Mac system)
- Fixed
vae_name
is not working ineasy fullLoader
andeasy a1111Loader
andeasy comfyLoader
- Fixed
easy fullkSampler
outputs error - Fixed
model_override
is not working ineasy fullLoader
- Fixed
easy hiresFix
error - Fixed
easy xyplot
font file path error - Fixed seed that cannot be fixed when you convert
seed_num
toeasy seed
- Fixed
easy pipeIn
inputs bug easy preDetailerFix
have added a new parameteroptional_image
- Fixed
easy zero123Loader
andeasy svdLoader
model into cache. - Added
easy seed
- Fixed
image_output
default value is "Preview" easy fullLoader
andeasy a1111Loader
have added a new parametera1111_prompt_style
,that can reproduce the same image generated from stable-diffusion-webui on comfyui, but you need to install ComfyUI_smZNodes to use this feature in the current version
-
Added
easy positive
- simple positive prompt text -
Added
easy negative
- simple negative prompt text -
Added
easy wildcards
- support for wildcards and hint text selected by Lora -
Added
easy portraitMaster
- PortraitMaster v2.2 -
Added
easy loraStack
- Lora stack -
Added
easy fullLoader
- full version of the loader -
Added
easy zero123Loader
- simple zero123 loader -
Added
easy svdLoader
- easy svd loader -
Added
easy fullkSampler
- full version of the sampler (no separation) -
Added
easy hiresFix
- support for HD repair of Pipe -
Added
easy predetailerFix
andeasy DetailerFix
- support for Pipe detail fixing -
Added
easy ultralyticsDetectorPipe
andeasy samLoaderPipe
- Detect loader (detail fixed input) -
Added
easy pipein
easy pipeout
- Pipe input and output -
Added
easy xyPlot
- simple xyplot (more controllable parameters will be updated in the future) -
Added
easy imageRemoveBG
- image to remove background -
Added
easy imagePixelPerfect
- image pixel perfect -
Added
easy poseEditor
- Pose editor -
New UI Theme (Obsidian) - Auto-load UI by default, which can also be changed in the settings
-
Fixed
easy globalSeed
is not working -
Fixed an issue where all
seed_num
values were out of order due to cg-use-everywhere updating the chart in real time -
Fixed
easy imageSize
,easy imageSizeBySide
,easy imageSizeByLongerSide
as end nodes -
Fixed the bug that
seed_num
(random seed value) could not be read consistently in history
easy a1111Loader
andeasy comfyLoader
addedbatch_size
of required input parameters- Added the
easy controlnetLoaderADV
node easy controlnetLoaderADV
andeasy controlnetLoader
addedcontrol_net
of optional input parameterseasy preSampling
andeasy preSamplingAdvanced
addedimage_to_latent
optional input parameters- Added the
easy imageSizeBySide
node, which can be output as a long side or a short side
- Added the
easy LLLiteLoader
node, if you have pre-installed the kohya-ss/ControlNet-LLLite-ComfyUI package, please move the model files in the models toComfyUI\models\controlnet\
(i.e. in the default controlnet path of comfy, please do not change the file name of the model, otherwise it will not be read). - Modify
easy controlnetLoader
to the bottom of the loader category. - Added size display for
easy imageSize
andeasy imageSizeByLongerSize
outputs.
The relevant node package involved
Disclaimer: Opened source was not easy. I have a lot of respect for the contributions of these original authors. I just did some integration and optimization.
Nodes Name(Search Name) | Related libraries | Library-related node |
---|---|---|
easy setNode | ComfyUI-extensions | diffus3.SetNode |
easy getNode | ComfyUI-extensions | diffus3.GetNode |
easy bookmark | rgthree-comfy | Bookmark 🔖 |
easy portraitMarker | comfyui-portrait-master | Portrait Master |
easy LLLiteLoader | ControlNet-LLLite-ComfyUI | LLLiteLoader |
easy globalSeed | ComfyUI-Inspire-Pack | Global Seed (Inspire) |
easy preSamplingDynamicCFG | sd-dynamic-thresholding | DynamicThresholdingFull |
dynamicThresholdingFull | sd-dynamic-thresholding | DynamicThresholdingFull |
easy imageInsetCrop | rgthree-comfy | ImageInsetCrop |
easy poseEditor | ComfyUI_Custom_Nodes_AlekPet | poseNode |
easy preSamplingLayerDiffusion | ComfyUI-layerdiffusion | LayeredDiffusionApply... |
easy dynamiCrafterLoader | ComfyUI-layerdiffusion | Apply Dynamicrafter |
easy imageChooser | cg-image-picker | Preview Chooser |
easy styleAlignedBatchAlign | style_aligned_comfy | styleAlignedBatchAlign |
easy kolorsLoader | ComfyUI-Kolors-MZ | kolorsLoader |
Credits
ComfyUI - Powerful and modular Stable Diffusion GUI
ComfyUI-ComfyUI-Manager - ComfyUI Manager
tinyterraNodes - Pipe nodes (node bundles) allow users to reduce unnecessary connections
ComfyUI-extensions - Diffus3 gets and sets points that allow the user to detach the composition of the workflow
ComfyUI-Impact-Pack - General modpack 1
ComfyUI-Inspire-Pack - General Modpack 2
ComfyUI-ResAdapter - Make model generation independent of training resolution
ComfyUI_IPAdapter_plus - Style migration
ComfyUI_InstantID - Face migration
ComfyUI_PuLID - Face migration
ComfyUI-Custom-Scripts - pyssss🐍
cg-image-picker - Image Preview Chooser
ComfyUI_ExtraModels - DiT custom nodes
☕️ Donation
Comfyui-Easy-Use is an GPL-licensed open source project. In order to achieve better and sustainable development of the project, i expect to gain more backers. <br> If my custom nodes has added value to your day, consider indulging in a coffee to fuel it further! <br> 💖You can support me in any of the following ways:
- BiliBili
- Afdian
- Wechat / Alipay
- 🪙 Wallet Address:
- ETH: 0x01f7CEd3245CaB3891A0ec8f528178db352EaC74
- USDT(tron): TP3AnJXkAzfebL2GKmFAvQvXgsxzivweV6
(This is a newly created wallet, and if it receives sponsorship, I'll use it to rent GPUs or other GPT services for better debugging and refinement of ComfyUI-Easy-Use features.)
🌟Stargazers
My gratitude extends to the generous souls who bestow a star. Your support is much appreciated!