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ComfyDeploy: How ComfyUI MagicClip_Strength for SDXL works in ComfyUI?

What is ComfyUI MagicClip_Strength for SDXL?

This project allows you to adjust SDXL's two text encoder's strengths individually for clip_g (ViT-bigG) and clip_l (CLIP-ViT-L) within ComfyUI. (And other adjustments)

How to install it in ComfyDeploy?

Head over to the machine page

  1. Click on the "Create a new machine" button
  2. Select the Edit build steps
  3. Add a new step -> Custom Node
  4. Search for ComfyUI MagicClip_Strength for SDXL and select it
  5. Close the build step dialig and then click on the "Save" button to rebuild the machine

🎨🖼️ ComfyUI MagicClip_Strength for SDXL 🖼️🎨

Magic Clip Strength

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🎨 Regular Clip Text Encode (ZZzzz)

Regular Clip Text Encode

✨ Introduction

This project allows you to adjust SDXL's two text encoder's strengths individually for clip_g (ViT-bigG) and clip_l (CLIP-ViT-L) within ComfyUI. (And other adjustments)

🔧 Features

  • 🎯 Clip Text Encoding: Adjust clip_g (global) and clip_l (local) strengths for better text-to-image alignment.
  • 🖼️ Enhanced Layer_idx values: Specify positive layer_idx values. (ComfyUI usually just only supports negative values.) You can mix and match with + and - values on positive and negative prompt.

🛠️ Installation Instructions

  1. Download ZIP and Extract:

    • Download the ZIP and extract it to: 
      /ComfyUI/custom_nodes/ComfyUI-MagicClip_Strength

  2. Or Clone the Repository:

    • Clone the repository directly into your ComfyUI custom nodes directory: 
      git clone https://github.com/311-code/ComfyUI-MagicClip_Strength

  3. Find the Node:

    • In ComfyUI, type SDXL to find the node labeled: 
      311_code SDXL Clip Text Encode

No requirements.txt file is needed.

💡 How to Use

  • After installation, use the node to adjust Clip strength directly in your workflows.
  • For more refined control over SDXL models, experiment with clip_g and clip_l strengths and positive and negative values, layer_idx, and size_cond_factor. (as shown in example image)
  • PS. I also highly trying out a 'saveclip' node on your favorite SDXL checkpoint, then use the newly saved custom clip_l in dualclip loader to mix and match clip_l with various models. (use this node and adjust strength)

Please note that using all positive layer_idx values for both the positive and negative prompts can be hit or miss. For example, here is the default ComfyUI purple galaxy glass bottle prompt with values +8 for pos/neg prompts. I recommend either mixing positive and negative values or using only negative values for better prompt adherence. <img src="https://github.com/311-code/ComfyUI-MagicClip_Strength/blob/main/comfy_default_w_dual_positive_layer_idx.png?raw=true" alt="Dual + layer_idx" width="75%">

💖 Support Me

Creating and maintaining this project takes time and effort. If you find it helpful, consider supporting me:

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🤝 Contributing

Contributions are welcome! If you have any ideas, suggestions, or bug reports, please feel free to open an issue or submit a pull request.

📜 License

This project is licensed under the Apache License - see the LICENSE file for details.