ComfyDeploy: How ComfyUI Easy Use works in ComfyUI?

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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 or easy 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

📜 Changelog

v1.2.6

• Fix the issue due to set nodes missing custom nodes which their connected, causing canvas to be messed up.

v1.2.5

• Added enable (GPU=A1111) noise mode on easy preSamplingCustom and easy preSamplingAdvanced
• Added easy makeImageForICLora
• Added REGULAR - FLUX and SD3.5 only (high strength) preset for InstantX Flux ipadapter on easy ipadapterApply
• Fix brushnet can not be used with startup arg --fast mode
• Support briaai RMBG-2.0
• 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 and easy imageTilesFromBatch
• Support model_override,vae_override,clip_override can be input separately to easy fullLoader
• Added easy saveImageLazy
• Added easy loadImageForLoop
• Added easy isFileExist
• Added easy saveText

v1.2.3

• easy showAnything and easy 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 and easy controlnetStackApply - Apply loraStack and controlnetStack

v1.2.2

• Added easy batchAny
• Added easy anythingIndexSwitch
• Added easy forLoopStart and easy 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 and easy 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 and easy pulIDApplyADV
• Added easy huanyuanDiTLoader and easy 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 and easy 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 and easy 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

<details> <summary><b>v1.1.2</b></summary>

• 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'

</details> <details> <summary><b>v1.1.1</b></summary>

• 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

</details> <details> <summary><b>v1.1.0</b></summary>

• 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 the easy 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 and easy 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

</details> <details> <summary><b>v1.0.9</b></summary>

• 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

</details> <details> <summary><b>v1.0.8</b></summary>

• easy cascadeLoader stage_c and stage_b support the checkpoint model (Download checkpoints models)
• easy styleSelector The search box is modified to be case-insensitive
• easy 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

</details> <details> <summary><b>v1.0.7</b></summary>

• 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

</details> <details> <summary><b>v1.0.6</b></summary>

• 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

</details> <details> <summary><b>v1.0.5</b></summary>

• 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

</details> <details> <summary><b>v1.0.4</b></summary>

• 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

</details> <details> <summary><b>v1.0.3</b></summary>

• Added easy stylesSelector

• Added scale_soft_weights in easy controlnetLoader and easy 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 and easy 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

</details> <details> <summary><b>v1.0.2</b></summary>

• Added easy XYPlotAdvanced and some nodes about easy 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

</details> <details> <summary><b>v1.0.1</b></summary>

• Fixed easy comfyLoader error
• Fixed All nodes that contain the value of the image size
• Added easy kSamplerInpainting
• Added easy pipeToBasicPipe
• Fixed width and height can not customize in easy 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 in easy fullLoader and easy a1111Loader and easy comfyLoader
• Fixed easy fullkSampler outputs error
• Fixed model_override is not working in easy fullLoader
• Fixed easy hiresFix error
• Fixed easy xyplot font file path error
• Fixed seed that cannot be fixed when you convert seed_num to easy seed
• Fixed easy pipeIn inputs bug
• easy preDetailerFix have added a new parameter optional_image
• Fixed easy zero123Loader and easy svdLoader model into cache.
• Added easy seed
• Fixed image_output default value is "Preview"
• easy fullLoader and easy a1111Loader have added a new parameter a1111_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

</details> <details> <summary><b>v1.0.0</b></summary>

• 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 and easy DetailerFix - support for Pipe detail fixing

• Added easy ultralyticsDetectorPipe and easy 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

</details> <details> <summary><b>Updated at 12/14/2023</b></summary>

• easy a1111Loader and easy comfyLoader added batch_size of required input parameters
• Added the easy controlnetLoaderADV node
• easy controlnetLoaderADV and easy controlnetLoader added control_net of optional input parameters
• easy preSampling and easy preSamplingAdvanced added image_to_latent optional input parameters
• Added the easy imageSizeBySide node, which can be output as a long side or a short side

</details> <details> <summary><b>Updated at 12/13/2023</b></summary>

• 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 to ComfyUI\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 and easy imageSizeByLongerSize outputs.

</details> <details> <summary><b>Updated at 12/11/2023</b></summary> - Added the `showSpentTime` node to display the time spent on image diffusion and the time spent on VAE decoding images </details>

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!