ComfyUI Extension: Efficiency Nodes ExtendeD

Authored by NyaamZ

Created 9 months ago

Updated 3 days ago

23 stars

Expansion of Efficiency Nodes for ComfyUI. Significant UX improvements.[w/NOTE: This node requires a/efficiency-nodes-comfyui and a/ComfyUI-Custom-Scripts; it also requires start.bat to run.]

Custom Nodes (0)

README

[한국어]

✨🍬An extension pack that adds functionality to Efficiency Nodes, enhancing the user experience. The original version can be found at: https://github.com/jags111/efficiency-nodes-comfyui 🍬

Efficiency Nodes 💬ExtendeD (V8)

Workflow Examples:

Main Workflow
<div id="wrap"> <div class="img-wrap"><img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/workflows/workflow_Main.png" alt=""></div> <div class="txt-wrap">(EXIF included)</div> </div>
Regional Workflow
<div id="wrap"> <div class="img-wrap"><img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/workflows/workflow_regional.png" alt=""></div> <div class="txt-wrap">(EXIF included)</div> </div>
Flux Workflow
<div id="wrap"> <div class="img-wrap"><img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/workflows/workflow_flux.png" alt=""></div> <div class="txt-wrap">(EXIF included)</div> </div>

Basic Overview:

Context:

Unlike the original Efficiency Nodes, 💬ED Nodes exchange the <code>context</code> link.

Think of the context link as a bundle combining multiple links like model, clip, vae, conditioning, etc.
- When creating workflows, you might end up with spaghetti-like connections like this:
 <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0001.jpg" width="600" style="display: inline-block;"> 
- Using the context link simplifies it:
 <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0002.png" width="600" style="display: inline-block;"> 
- It’s not limited to 💬ED Nodes - other nodes can use it too.
 <div id="wrap"> <div class="img-wrap"><img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0003.png" alt=""></div> <div class="txt-wrap">(EXIF included)</div> </div>
- The context link output by Efficient Loader 💬ED includes the following:
 <div id="table"> <table style="text-align: center;"> <tbody> <tr> <td rowspan="17" style="width:60%"><img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0005.png" width="1200" style="display: inline-block;"></td> <th style="background-color:palegreen;">context</th> <td></td> </tr> <tr> <th style="background-color:MediumPurple;">model</th> <td></td> </tr> <tr> <th style="background-color:Gold;">clip</th> <td></td> </tr> <tr> <th style="background-color:HotPink;">vae</th> <td></td> </tr> <tr> <th style="background-color:LightPink;">positive</th> <td>conditioning</td> </tr> <tr> <th style="background-color:LightPink;">negative</th> <td>conditioning</td> </tr> <tr> <th style="background-color:Plum;">latent</th> <td></td> </tr> <tr> <th style="background-color:LightSkyBlue;">image</th> <td></td> </tr> <tr> <th style="background-color:Gray;">seed</th> <td></td> </tr> <tr> <th style="background-color:Gray;">step_refiner</th> <td>Instead contains batch_size</td> </tr> <tr> <th style="background-color:Gray;">cfg</th> <td></td> </tr> <tr> <th style="background-color:Gray;">ckpt_name</th> <td></td> </tr> <tr> <th style="background-color:Gray;">clip_width</th> <td>image width</td> </tr> <tr> <th style="background-color:Gray;">clip_height</th> <td>image height</td> </tr> <tr> <th style="background-color:Gray;">text_pos_g</th> <td>positive prompt</td> </tr> <tr> <th style="background-color:Gray;">text_neg_g</th> <td>negative prompt</td> </tr> <tr> <th style="background-color:Gray;">mask</th> <td></td> </tr> </tbody> </table> </div>

Checkpoint, LoRA, and Embedding Thumbnails:

Efficient Loader 💬ED, LoRA Stacker 💬ED, and Embedding Stacker 💬ED display thumbnails when selecting models.
- Thumbnail Style
 <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0006.png" alt="" width="600" style="display: inline-block;">
- Tree Style
 <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0007.png" alt="" width="600" style="display: inline-block;">
- You can select the style in: Settings > pysssss > Combo++ > Lora/Checkpoint Loader Display Mode
 <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0008.png" width="600" style="display: inline-block;"> 
- Thumbnails may not appear initially. To enable them:
 
 Right-click on Efficient Loader 💬ED or LoRA Stacker 💬ED > <code>🔍 View model info...</code>
 <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0017.png" width="500" style="display: inline-block;">
 Click Use as preview in the red section to save it. (You can also manually specify the filename as MODEL NAME.jpg or .png)

Wildcards:

Efficiency Nodes 💬ED supports wildcards.
- Usage
 - Use Select to add wildcard in Get booru Tag 💬ED to easily add wildcards.
 <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0009.png" width="400" style="display: inline-block;"> 
 - Wildcards are shared with Impact Pack’s wildcards: ComfyUI\custom_nodes\comfyui-impact-pack\wildcards
 - All standard wildcard syntax is supported, but nested wildcards and LoRAs are not.
 - Wildcard encoding is handled by Efficient Loader 💬ED, so Get booru Tag 💬ED is not strictly required.
 - Supports comments: #, //, /* */.
- Sequential Wildcards
 - In Get booru Tag 💬ED, write __wildcard__#ASC0 in the text_b field.
 <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0010.png" width="400" style="display: inline-block;"> 
 - #ASCXX iterates upward from the specified number (stops at max).
 - #DSCXX iterates downward from the specified number (stops at 0). (If unsure of the max, use #DSC1000 as a rough estimate.)
 - #FIXXX fixes the value
 - Sequential wildcards are only available via Get booru Tag 💬ED.

Regional Prompt:

Regional prompts allow different prompts for specific areas. (Regional Workflow)

Requires installation of A8R8 ComfyUI Nodes.
- Regional Prompt - Text 2 Image
 1. Right-click Regional Stacker 💬ED, input aspect ratio, and click Create empty image. This auto-fills dimensions in Efficient Loader 💬ED and loads an empty image into Load Image connected to Regional Script 💬ED.
 <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0011.png" width="300" style="display: inline-block;"> 
 2. Define regions with masks and write prompts. (Attach LoRA Stacker 💬ED if needed.)
 <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0012.jpg" width="800" style="display: inline-block;"> 
 3. Write a base prompt and execute the queue.
 <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0013.png" width="700" style="display: inline-block;"> 
 4. Result:
 <div id="wrap"> <div class="img-wrap"><img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0014.png" alt="" width="400" style="display: inline-block;"></div> <div class="txt-wrap">(EXIF included)</div> </div>
- Regional Prompt - Image 2 Image
 1. If ComfyUI-ImageGallery-ED is installed, double-clicking an image opens the gallery.
 <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0015.png" width="600" style="display: inline-block;"> 
 2. Click the red section to load the current image into Load Image connected to Regional Script 💬ED.
 3. Define masks, write prompts, and queue.

ControlNet:

Attach Control Net Stacker to Efficient Loader 💬ED to use ControlNet.
 <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0016.png" width="800" style="display: inline-block;"> 
ControlNet and Regional Script can be used simultaneously.

Get booru Tag:
1. If you find a good image on Danbooru or Gelbooru, copy its URL:
 <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0018.jpg" width="600" style="display: inline-block;"> 
2. Paste it into the url field of Get booru Tag 💬ED:
 <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0019.png" width="500" style="display: inline-block;">
3. Tags are extracted in real-time (comments are marked with /* */):
 <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0020.png" width="500" style="display: inline-block;"> Supported booru site:
 - danbooru
 - gelbooru
 - aibooru
 - safebooru
 - xbooru
 - konachan.net (konachan.com X)
 - yande.re
4. From 0.8.5, a new widget called <code>Group tags by category</code> has been added to the Get booru Tag 💬ED. When there are too many tags like the example below, it can become overwhelming.
 <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0042.png" width="500" style="display: inline-block;">
5. Clicking it will group the tags by category.
 <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0043.png" width="500" style="display: inline-block;">
6. The inputs text_a and text_c are simply combined and output as text.
 <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0044.png" width="500" style="display: inline-block;">

Set_seed_cfg_sampler:

Nodes like KSampler (Efficient) 💬ED, FaceDetailer 💬ED, and Ultimate SD Upscale 💬ED include the set_seed_cfg_sampler widget.

Configure seed, cfg, sampler, and scheduler once in Efficient Loader 💬ED - no need to set them repeatedly.
- from context: Uses settings from context output by Efficient Loader 💬ED.
- from node to ctx: Exports current node settings to context.
- from node only: Uses current node settings without saving to context.
 <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0023.png" width="400" style="display: inline-block;">

XY Plot:

XY plots help find optimal settings (e.g., for cfg or sampler).
1. Right-click KSampler (Efficient) 💬ED > Add script > XY plot.
 <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0024.png" width="500" style="display: inline-block;"> 
2. Set ksampler_output_image to Plot.
 
 Right-click XY plot > Add X input > XY Input: Sampler/Scheduler
 
 Right-click XY plot > Add Y input > XY Input: Sampler/Scheduler
 <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0025.png" width="500" style="display: inline-block;">
3. Running the queue displays optimal settings at a glance:
 <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0026.jpg" width="700" style="display: inline-block;">

Refiner script:

Adapted from KSampler (Advanced).
- Uses Cases
 1. Hires FIx
 - Faster and less distortion compared to Ultimate SD Upscale 💬ED.
 2. Refining with Different Models:
 - Adjust colors, textures, etc.
- Hires Fix with Refiner Script
 1. Upscale 2x using Load Image 💬ED (with upscale_method and keep_proportions).
 
 (Setting <code>keep_proportions</code> to 2x automatically adjusts the <code>width</code> and <code>height</code> without needing to input them manually.)
 <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0035.png" width="400" style="display: inline-block;"> 
 2. Right-click KSampler (Efficient) 💬ED > Add script > Refiner Script 💬ED.
 
 Set steps, denoise, and start_at_step.
 <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0036.png" width="600" style="display: inline-block;"> 
 3. From 0.8.5, you can attach the LoRA Stacker 💬ED to the Refiner Script 💬ED.
 
 (This is an additional LoRA used during refining. If a different model is loaded, only this LoRA will be used. For example, if the character becomes distorted or the proportions look off after Hires Fix, using a LoRA like this one can help improve the result.)
 <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0045.png" width="600" style="display: inline-block;"> 
 4. Run the queue.
 <div id="wrap"> <div class="img-wrap"><img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0037.png" alt="" width="400" style="display: inline-block;"></div> <div class="txt-wrap">(EXIF included)</div> </div>

💬ED Node Descriptions:
<details> <summary>Efficient Loader 💬ED</summary> <ul> <li>Combines Load Checkpoint, CLIP Set Last Layer, Empty Latent Image, and Repeat Latent Batch into one node with enhanced functionality. <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0021.png" width="250" style="display: inline-block;"> </li> <li>Switch between <code>Txt2Img</code>, <code>Img2Img</code>, and <code>Inpaint</code> with one click. (<code>Txt2Img</code> mode auto-sets denoise=1 in connected KSampler (Efficient) 💬ED.) <img src="https://github.com/jags111/efficiency-nodes-comfyui/assets/43065065/0f8549b8-cbe0-4662-b922-df21545e2d8f" width="250" style="display: inline-block;"> </li> <li><code>Inpaint(MaskDetailer)</code> mode: Uses Impact Pack’s MaskDetailer for better quality (avoids degradation) <img src="https://github.com/jags111/efficiency-nodes-comfyui/assets/43065065/5b04b764-f995-4350-b897-e42041686a2d" width="250" style="display: inline-block;"> </li> <li>Saves seed, cfg, sampler, and scheduler to <code>context</code> for reuse in other nodes.</li> <li>Right-click menu: <img src="https://github.com/jags111/efficiency-nodes-comfyui/assets/43065065/47995eca-94fb-4e52-b77b-2a53e9f292d0" width="150" style="display: inline-block;"> <code>🔍 View model info...</code> Displays model's info. <img src="https://github.com/jags111/efficiency-nodes-comfyui/assets/43065065/f7cf378c-cd8a-49cb-9389-5681caacf130" width="250" style="display: inline-block;"> (It is recommended to click <code>Use as preview</code> the first time.) <code>📐 Aspect Ratio...</code> Auto-fills <code>image_width</code>/<code>image_height</code> with preset ratios (◆ = recommended). <img src="https://github.com/jags111/efficiency-nodes-comfyui/assets/43065065/f92fdd33-ddcb-4b42-904c-4c67a52e4aa0" width="250" style="display: inline-block;"> </li> <li>Tiled VAE Encoding <img src="https://github.com/jags111/efficiency-nodes-comfyui/assets/43065065/b160f24f-09f6-460f-a1a4-e906077ff61b" width="300" style="display: inline-block;"> - In the Property Panel, setting <code>Use tiled VAE encode</code> to true enables the use of Tiled VAE </li> <li>Supports <code>lora_stack</code> and <code>cnet_stack</code> connections.</li> <li>In the Property Panel, you can configure the prompt <a href="https://github.com/BlenderNeko/ComfyUI_ADV_CLIP_emb">encoding method</a> using <code>Token normalization</code> and <code>Weight interpretation</code>.</li> <li><code>Use Latent Rebatch</code> (default: true) splits batch processing for stability.</li> <li><code>Clip skip=0</code> disables CLIP skip.</li> </ul> </details> <details> <summary>KSampler (Efficient) 💬ED</summary> - Modified to accept <code>context</code> input. Outputs sampled images to <code>CONTEXT</code> and <code>OUTPUT_IMAGE</code>; <code>steps</code> to <code>STEPS_INT</code>. <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0022.png" width="500"> <li>Tiled VAE Decode - Enable <code>Use tiled VAE decode</code> in Properties Panel for large images </li> </details> <details> <summary>Inpaint(MaskDetailer) Mode</summary> - When you select Inpaint (MaskDetailer) mode in Efficient Loader 💬ED, the Efficient Sampler 💬ED switches to Mask Detailer mode. - Integrates Impact Pack’s MaskDetailer for good quality. <img src="https://github.com/jags111/efficiency-nodes-comfyui/assets/43065065/09e4dfd2-e1f7-4118-8bb2-2adcdca236d0" width="400"> - Can configure <code>drop size, cycle, inpaint model, noise mask feather</code> in Properties Panel. </details> <details> <summary>Load Image 💬ED</summary> <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0026.png" width="400"> - Combines image loading and upscaling. Extracts prompt text from metadata. <li>Upscale: Select method in <code>upscale_method</code>, input <code>width</code>/<code>height</code>. <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0027.png" width="400"> </li> <li>You can upscale an image while preserving its aspect ratio using <code>keep_proportions</code>.</li> <li>Values like 1.5x, 2x, or 3x ignore the <code>width</code> and <code>height</code> settings and automatically adjust the dimensions according to the aspect ratio.</li> <li><code>based on width</code> keeps the specified <code>width</code> and automatically adjusts the height according to the aspect ratio.</li> - When the queue runs, the prompt and seed are displayed as shown below. <img src="https://github.com/jags111/efficiency-nodes-comfyui/assets/43065065/5b18adb0-5e8e-4cc0-963d-287cb5d19e38" width="700"> </details> <details> <summary>Save Image 🔔ED</summary> <img src="https://github.com/jags111/efficiency-nodes-comfyui/assets/43065065/8e730793-1c61-4152-90a7-343de68d16a6" width="300"> - Modified Save Image node with <code>context</code> input and audible notification. <li>Toggle sound in Properties Panel (Play sound, Sound Volume 0–1). <img src="https://github.com/jags111/efficiency-nodes-comfyui/assets/43065065/946fcc7f-6a06-4377-bfde-4516d616bd55" width="500"> </li> <li>To change the notification sound, replace the file at <code>efficiency-nodes-comfyui\js\assets\notify.mp3</code>.</li> </details> <details> <summary>LoRA Stacker 💬ED</summary> <img src="https://github.com/user-attachments/assets/a8b132f3-65d5-4bc9-a44d-566b1e9a4b33" width="300"> - Loads up to 9 LoRAs simultaneously. <li>Folder-based submenus with previews <img src="https://github.com/user-attachments/assets/2e98c870-1d8f-407d-83da-953c6ab13e87" width="300"> </li> <li><code>🔍 View model info...</code> displays trained trigger words. <img src="https://github.com/jags111/efficiency-nodes-comfyui/assets/43065065/fe112563-4189-4d7e-aa41-72b8030fa69a" width="400"> </li> </details> <details> <summary>Embedding Stacker 💬ED</summary> <img src="https://github.com/jags111/efficiency-nodes-comfyui/assets/43065065/66ca8ba4-f6e9-4881-ba8f-e737d8609515" width="400"> - As a simple feature, Efficient Loader 💬ED appends embedding strings to the end of both positive and negative prompts. <li>Works only with Efficient Loader 💬ED.</li> <li>You can view Embedding info by clicking <code>🔍 View model info...</code>.</li> </details> <details> <summary>Wildcard Encode 💬ED</summary> <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0028.png" width="400"> - The node that handles wildcards when Efficient Loader 💬ED's <code>Use Latent Rebatch</code> is set to true. (It was created to apply wildcards separately for each batch.) <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0029.png" width="600"> <li>It looks similar to the Context node and performs the same function.</li> <li>If you set <code>Turn on Apply Lora</code> to true in the Properties Panel, you can delay the timing of Lora application. <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0030.png" width="400"> </li> </details> <details> <summary>TIPO Script 💬ED</summary> <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0032.png" width="250"> - A modified version of the TIPO node that can accept <code>context</code> as an input. - This is a node that randomly creates prompts. For more details, refer to <a href="https://github.com/KohakuBlueleaf/z-tipo-extension">this link</a>. - To use this, you need to install z-tipo-extension. </details> <details> <summary>Regional Stacker 💬ED, Regional Script 💬ED</summary> <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0038.png" width="500"> - Nodes used for regional prompts. - The <code>url</code> in Regional Script 💬ED functions the same as the <code>url</code> in Get booru Tag 💬ED. It can get tags from Gelbooru or Danbooru. - Regional Script 💬ED supports wildcard input. </details> <details> <summary>Refiner Script 💬ED</summary> <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0039.png" width="300"> - A node that adds a refining process to the KSampler (Efficient) 💬ED node. - By attaching a Load Checkpoint node, you can perform refining with a different model as shown below. <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0040.png" width="500"> - Setting <code>ignore_batch_size</code> to true means the operation runs only once, ignoring <code>ibatch_size</code>. - <code>do_refine_only</code> set to true means only refining is done; set to false means the image is sampled first, then refined. </details> <details> <summary>Int Holder 💬ED</summary> <img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0033.png" width="400"> - A node that remembers the <code>steps</code> used when generating an image with KSampler (Efficient) 💬ED and stores it in <code>context</code> when running Hires Fix. - If <code>steps</code> exists in <code>context</code>, FaceDetailer 💬ED and Ultimate SD Upscale 💬ED will prioritize using it. - A node created to avoid the hassle of entering <code>steps</code> manually each time. </details> <details> <summary>FaceDetailer 💬ED</summary> <img src="https://github.com/jags111/efficiency-nodes-comfyui/assets/43065065/3c79367f-e2f7-4f3c-bffe-48be9a6627c9" width="250"> - FaceDetailer addon from Impact pack. - A modified version that can accept <code>context</code> as input. </details> <details> <summary>MaskDetailer 💬ED</summary> <img src="https://github.com/jags111/efficiency-nodes-comfyui/assets/43065065/87bbd155-8b06-423d-b8e8-04a8f55b223d" width="250"> - MaskDetailer addon from Impact pack. - A modified version that can accept <code>context</code> as input. </details> <details> <summary>Detailer (SEGS) 💬ED</summary> <img src="https://github.com/jags111/efficiency-nodes-comfyui/assets/43065065/c538b972-0e14-4b53-861d-ed0f78da0248" width="250"> - Detailer (SEGS) addon from Impact pack. - A modified version that can accept <code>context</code> as input. </details> <details> <summary>Ultimate SD Upscale 💬ED</summary> <img src="https://github.com/jags111/efficiency-nodes-comfyui/assets/43065065/34fc20e4-8577-4716-9197-f63a31a6a31f" width="200"> - Ultimate SD Upscale addon. - A modified version that can accept <code>context</code> as input. </details> <details> <summary>SUPIR 💬ED</summary> <img src="https://github.com/user-attachments/assets/ef20c2cf-e0fa-4505-a432-50a97d0cb7f4" width="400"> - An addon for ComfyUI-SUPIR. While SUPIR excels at High-res Fix, it normally requires six nodes, but this addon reduces them to just two. - SUPIR requires a dedicated model. For downloading the model and more details, refer to <a href="https://github.com/kijai/ComfyUI-SUPIR">this link</a> - Installation of <a href="https://github.com/kijai/ComfyUI-SUPIR">ComfyUI-SUPIR</a> is required. - Example video <video src="https://github.com/kijai/ComfyUI-SUPIR/assets/40791699/5cae2a24-d425-462c-b89d-df7dcf01595c" controls>Example video </video> </details>

Installation:

In Manager > Custom Node Manager > Search, install the following:

ComfyUI Impact Pack (Optional)

ComfyUI Impact Subpack (Optional)

ComfyUI-Custom-Scripts (Absolutely Required!)

ComfyUI_UltimateSDUpscale (Optional)

rgthree-comfy (Optional)

efficiency-nodes-comfyui (Absolutely Required!)

efficiency-nodes-ED (This Nodes)

ComfyUI-ImageGallery-ED (It's more convenient when used together)

ComfyUI_BiRefNet_ll (Optional)

z-tipo-extension (Optional)

A8R8 ComfyUI Nodes (Optional)
After installation > restart > Run <code>ComfyUI\custom_nodes\efficiency-nodes-ED\start.bat</code>

How to fix errors

The issue where the <code>steps</code> in FaceDetailer 💬ED and Ultimate SD Upscale 💬ED gets fixed unexpectedly is caused by this node: Int Holder 💬ED.
<img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0034.png" width="250" style="display: inline-block;">
This node remembers the <code>steps</code> used when generating an image with Sampler (Efficient) 💬ED and stores it in <code>context</code> during Hires Fix. Since FaceDetailer 💬ED and Ultimate SD Upscale 💬ED prioritize using the <code>steps</code> stored in <code>context</code>, it avoids having to input steps manually every time.

If this behavior is unnecessary or if you want to input <code>steps</code> manually, simply mute this node (Ctrl+M) or delete it.

Known bug

There is a bug in efficiency-nodes-comfyui. If used as is, it causes a <code>Cannot redefine property</code> error. After updating, be sure to run <code>start.bat</code> to fix this.
There is a bug where clicking <code>🔍 View model info...</code> fails to find the model on civitai.com as shown below.
<img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0041.png" width="400" style="display: inline-block;">
This issue happens because the hash value doesn't match.
<img src="https://raw.githubusercontent.com/NyaamZ/efficiency-nodes-ED/refs/heads/main/html_resource/0042.jpg" width="800" style="display: inline-block;">
On civitai.com, click the highlighted red area to copy the hash value.

Open <code>ComfyUI\models\checkpoints\MODEL_NAME.sha256</code> with a text editor and overwrite its contents with the copied hash value.

ComfyUI Extension: Efficiency Nodes ExtendeD

Custom Nodes (0)

README

Efficiency Nodes 💬ExtendeD (V8)

Workflow Examples:

Main Workflow

Regional Workflow

Flux Workflow

Basic Overview:

Context:

Checkpoint, LoRA, and Embedding Thumbnails:

Wildcards:

Usage

Sequential Wildcards

Regional Prompt:

Regional Prompt - Text 2 Image

Regional Prompt - Image 2 Image

ControlNet:

Get booru Tag:

Set_seed_cfg_sampler:

XY Plot:

Refiner script:

Uses Cases

Hires Fix with Refiner Script

💬ED Node Descriptions:

Installation:

How to fix errors

Known bug