ComfyUI Extension: ComfyUI MagicClip_Strength for SDXL

Authored by 311-code

Created

Updated

1 stars

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)

Custom Nodes (0)

    README

    🎨🖼️ 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.