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Update README.md
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README.md
64
README.md
@@ -7,13 +7,13 @@ Efficiency Nodes for ComfyUI
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<details>
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<summary><b>Efficient Loader</b> & <b>Eff. Loader SDXL</b></summary>
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<ul>
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<li>Can load & cache multiple Checkpoint, VAE, & LoRA type models. <i>(cache settings found in config file 'node_settings.json')</i></li>
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<li>Able to apply LoRA & Control Net stacks via their 'lora_stack' and 'cnet_stack' inputs.</li>
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<li>Come with positive and negative prompt text boxes. You can also set the way you want the prompt to be <a href="https://github.com/BlenderNeko/ComfyUI_ADV_CLIP_emb">encoded</a> via the 'token_normalization' and 'weight_interpretation' widgets.</li>
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<li>Nodes that can load & cache Checkpoint, VAE, & LoRA type models. <i>(cache settings found in config file 'node_settings.json')</i></li>
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<li>Able to apply LoRA & Control Net stacks via their <code>lora_stack</code> and <code>cnet_stack</code> inputs.</li>
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<li>Come with positive and negative prompt text boxes. You can also set the way you want the prompt to be <a href="https://github.com/BlenderNeko/ComfyUI_ADV_CLIP_emb">encoded</a> via the <code>token_normalization</code> and <code>weight_interpretation</code> widgets.</li>
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<li>These node's also feature a variety of custom menu options as shown below.
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<p></p><img src="https://github.com/LucianoCirino/efficiency-nodes-media/blob/main/images/nodes//NodeMenu%20-%20Efficient%20Loaders.png" width="240" style="display: inline-block;"></p>
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<p><i>note: "🔍 View model info..." requires <a href="https://github.com/pythongosssss/ComfyUI-Custom-Scripts">ComfyUI-Custom-Scripts</a> to be installed to function.</i></p></li>
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<li>These loaders are used by the XY Plot node for many of its plot type dependencies.</li>
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<li>These loaders are used by the <b>XY Plot</b> node for many of its plot type dependencies.</li>
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</ul>
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<p align="center">
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@@ -27,7 +27,7 @@ Efficiency Nodes for ComfyUI
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- Modded KSamplers with the ability to live preview generations and/or vae decode images.
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- Feature a special seed box that allows for a clearer management of seeds. <i>(-1 seed to apply the selected seed behavior)</i>
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- Can execute a variety of scripts, such as the XY Plot script. To activate the script, simply connect the input connection.
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- Can execute a variety of scripts, such as the <b>XY Plot</b> script. To activate the <code>script</code>, simply connect the input connection.
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<p align="center">
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<img src="https://github.com/LucianoCirino/efficiency-nodes-media/blob/main/images/nodes/NODE%20-%20KSampler%20(Efficient).png" width="240">
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@@ -42,7 +42,7 @@ Efficiency Nodes for ComfyUI
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<details>
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<summary><b>Script Nodes</b></summary>
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- A group of node's that are used in conjuction with the Efficient KSamplers to execute a variety of 'pre-wired' actions.
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- A group of node's that are used in conjuction with the Efficient KSamplers to execute a variety of 'pre-wired' set of actions.
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- Script nodes can be chained if their input/outputs allow it. Multiple instances of the same Script Node in a chain does nothing.
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<p align="center">
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<img src="https://github.com/LucianoCirino/efficiency-nodes-media/blob/main/images/nodes/ScriptChain.png" width="1080">
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@@ -51,7 +51,7 @@ Efficiency Nodes for ComfyUI
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<details>
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<summary><b>XY Plot</b></summary>
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<ul>
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<li>Node that allows users to specify parameters for the Efficient KSampler's to plot on a grid.</li>
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<li>Node that allows users to specify parameters for the Efficiency KSamplers to plot on a grid.</li>
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</ul>
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<p align="center">
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<img src="https://github.com/LucianoCirino/efficiency-nodes-media/blob/main/images/nodes/XY%20Plot%20-%20Node%20Example.png" width="1080">
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@@ -64,7 +64,7 @@ Efficiency Nodes for ComfyUI
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<ul>
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<li>Node that the gives user the ability to upscale KSampler results through variety of different methods.</li>
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<li>Comes out of the box with popular Neural Network Latent Upscalers such as Ttl's <a href="https://github.com/Ttl/ComfyUi_NNLatentUpscale">ComfyUi_NNLatentUpscale</a> and City96's <a href="https://github.com/city96/SD-Latent-Upscaler">SD-Latent-Upscaler</a>.</li>
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<li>Supports ControlNet guided latent upscaling (must have Fannovel's <a href="https://github.com/Fannovel16/comfyui_controlnet_aux">comfyui_controlnet_aux</a> installed to unlock this feature)</li>
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<li>Supports ControlNet guided latent upscaling. <p><i> Note: You must have Fannovel's <a href="https://github.com/Fannovel16/comfyui_controlnet_aux">comfyui_controlnet_aux</a> installed to unlock this feature)</i></p></li>
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</ul>
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<p align="center">
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<img src="https://github.com/LucianoCirino/efficiency-nodes-media/blob/main/images/nodes/HighResFix%20-%20Node%20Example.gif" width="1080">
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@@ -92,7 +92,7 @@ Efficiency Nodes for ComfyUI
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<ul>
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<li>The Tiled Upscaler script attempts to encompas BlenderNeko's <a href="https://github.com/BlenderNeko/ComfyUI_TiledKSampler">ComfyUI_TiledKSampler</a> workflow into 1 node.</li>
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<li>Script supports Tiled ControlNet help via the options.</li>
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<li>Strongly recommend the 'preview_method' be "vae_decoded_only" when running the script.</li>
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<li>Strongly recommend the <code>preview_method</code> be "vae_decoded_only" when running the script.</li>
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</ul>
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<p align="center">
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<img src="https://github.com/LucianoCirino/efficiency-nodes-media/blob/main/images/nodes/Tiled%20Upscaler%20-%20Node%20Example.gif" width="1080">
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@@ -104,7 +104,7 @@ Efficiency Nodes for ComfyUI
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<summary><b>AnimateDiff</b></summary>
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<ul>
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<li>To unlock the AnimateDiff script it is required you have installed Kosinkadink's <a href="https://github.com/Kosinkadink/ComfyUI-AnimateDiff-Evolved">ComfyUI-AnimateDiff-Evolved</a>.</li>
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<li>The latent batch size when running this script becomes your frame count.</li>
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<li>The latent <code>batch_size</code> when running this script becomes your frame count.</li>
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</ul>
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<p align="center">
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<img src="https://github.com/LucianoCirino/efficiency-nodes-media/blob/main/images/nodes/AnimateDiff%20-%20Node%20Example.gif" width="1080">
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@@ -115,10 +115,10 @@ Efficiency Nodes for ComfyUI
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<!-------------------------------------------------------------------------------------------------------------------------------------------------------->
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<details>
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<summary>Image Overlay</summary>
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- Node that allows for flexible image overlaying. Works also with image batches.
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<summary><b>Image Overlay</b></summary>
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<ul>
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<li>Node that allows for flexible image overlaying. Works also with image batches.</li>
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</ul>
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<p align="center">
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<img src="https://github.com/LucianoCirino/efficiency-nodes-media/blob/main/images/nodes/Image%20Overlay%20-%20Node%20Example.png" width="1080">
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</p>
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@@ -127,9 +127,11 @@ Efficiency Nodes for ComfyUI
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<!-------------------------------------------------------------------------------------------------------------------------------------------------------->
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<details>
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<summary><b>SimpleEval Nodes</b></summary>
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- A collection of nodes that allows users to write simple Python expressions for a variety of data types using the <a href="https://github.com/danthedeckie/simpleeval" >simpleeval</a> library.
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<ul>
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<li>A collection of nodes that allows users to write simple Python expressions for a variety of data types using the <a href="https://github.com/danthedeckie/simpleeval" >simpleeval</a> library.</li>
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<li>To activate you must have installed the simpleeval library in Python</li>
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<pre>pip install simpleeval</pre>
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</ul>
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<p align="center">
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<img src="https://github.com/LucianoCirino/efficiency-nodes-media/blob/main/images/nodes/NODE%20-%20Evaluate%20Integers.png" width="320">
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@@ -140,29 +142,25 @@ Efficiency Nodes for ComfyUI
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</details>
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## **Workflow Examples:**
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- HiResFixing with the **HiRes-Fix Script** node
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## Workflow Examples:
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1. HiRes-Fixing<br>
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[<img src="https://github.com/LucianoCirino/efficiency-nodes-comfyui/blob/v2.0/workflows/HiResFix%20Script.png" width="800">](https://github.com/LucianoCirino/efficiency-nodes-comfyui/blob/v2.0/workflows/HiResFix%20Script.png)<br>
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[<img src="https://github.com/LucianoCirino/efficiency-nodes-comfyui/blob/v2.0/workflows/HiResFix%20Script.png" width="720">](https://github.com/LucianoCirino/efficiency-nodes-comfyui/blob/v2.0/workflows/HiResFix%20Script.png)
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2. SDXL Refining & **Noise Control Script**<br>
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[<img src="https://github.com/LucianoCirino/efficiency-nodes-comfyui/blob/v2.0/workflows/SDXL%20Refining%20%26%20Noise%20Control%20Script.png" width="800">](https://github.com/LucianoCirino/efficiency-nodes-comfyui/blob/v2.0/workflows/SDXL%20Refining%20%26%20Noise%20Control%20Script.png)<br>
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- SDXL Refining using the **Eff. SDXL Loader**, & **Ksampler SDXL (Eff.)**
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3. **XY Plot**: LoRA model_strength vs clip_strength<br>
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[<img src="https://github.com/LucianoCirino/efficiency-nodes-comfyui/blob/v2.0/workflows/XYPlot%20-%20LoRA%20Model%20vs%20Clip%20Strengths.png" width="800">](https://github.com/LucianoCirino/efficiency-nodes-comfyui/blob/v2.0/workflows/XYPlot%20-%20LoRA%20Model%20vs%20Clip%20Strengths.png)<br>
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[<img src="https://github.com/LucianoCirino/efficiency-nodes-comfyui/blob/v2.0/workflows/SDXL%20Refining%20%26%20Noise%20Control%20Script.png" width="640">](https://github.com/LucianoCirino/efficiency-nodes-comfyui/blob/v2.0/workflows/SDXL%20Refining%20%26%20Noise%20Control%20Script.png)
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4. Stacking Scripts: **XY Plot** + **Noise Control** + **HiRes-Fix**<br>
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[<img src="https://github.com/LucianoCirino/efficiency-nodes-comfyui/blob/v2.0/workflows/XYPlot%20-%20Seeds%20vs%20Checkpoints%20%26%20Stacked%20Scripts.png" width="800">](https://github.com/LucianoCirino/efficiency-nodes-comfyui/blob/v2.0/workflows/XYPlot%20-%20Seeds%20vs%20Checkpoints%20%26%20Stacked%20Scripts.png)<br>
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- Comparing LoRA Model & Clip Strenghts via the **XY Plot** node.
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5. Stacking Scripts: **AnimateDiff** + **HiRes-Fix**<br>
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[<img src="https://github.com/LucianoCirino/efficiency-nodes-comfyui/blob/v2.0/workflows/AnimateDiff%20%26%20HiResFix%20Scripts.gif" width="800">](https://github.com/LucianoCirino/efficiency-nodes-comfyui/blob/v2.0/workflows/AnimateDiff%20%26%20HiResFix%20Scripts.gif)<br>
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[<img src="https://github.com/LucianoCirino/efficiency-nodes-comfyui/blob/v2.0/workflows/XYPlot%20-%20LoRA%20Model%20vs%20Clip%20Strengths.png" width="720">](https://github.com/LucianoCirino/efficiency-nodes-comfyui/blob/v2.0/workflows/XYPlot%20-%20LoRA%20Model%20vs%20Clip%20Strengths.png)
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- Stacking Scripts: **XY Plot** + **Noise Control** + **HiRes-Fix**
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[<img src="https://github.com/LucianoCirino/efficiency-nodes-comfyui/blob/v2.0/workflows/XYPlot%20-%20Seeds%20vs%20Checkpoints%20%26%20Stacked%20Scripts.png" width="720">](https://github.com/LucianoCirino/efficiency-nodes-comfyui/blob/v2.0/workflows/XYPlot%20-%20Seeds%20vs%20Checkpoints%20%26%20Stacked%20Scripts.png)
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- Stacking Scripts: **AnimateDiff** + **HiRes-Fix**
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[<img src="https://github.com/LucianoCirino/efficiency-nodes-comfyui/blob/v2.0/workflows/AnimateDiff%20%26%20HiResFix%20Scripts.gif" width="720">](https://github.com/LucianoCirino/efficiency-nodes-comfyui/blob/v2.0/workflows/AnimateDiff%20%26%20HiResFix%20Scripts.gif)
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### Dependencies
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Dependencies are automatically installed during ComfyUI boot up.
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Simpleeval library is required to use the simpleeval nodes.
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## **Install:**
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To install, drop the "_**efficiency-nodes-comfyui**_" folder into the "_**...\ComfyUI\ComfyUI\custom_nodes**_" directory and restart UI.
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