Fine-Tune Image Styles in ComfyUI: Introducing the Revolutionary ReduxFineTune Node

Want more control over image style transfer in ComfyUI? The ComfyUI-ReduxFineTune custom node provides advanced style fine-tuning using the innovative Flux Redux approach delivering unmatched precision and consistent control over your creations.

What is ComfyUI-ReduxFineTune?

ComfyUI-ReduxFineTune is a custom node for ComfyUI that allows you to precisely control the style of your images. It uses multiple fusion modes to blend text and image features, letting you achieve subtle or dramatic style transfer effects. Think of it as the ultimate tool for artistic control within your ComfyUI workflow.

Key Benefits of Using Redux Fine-Tuning for ComfyUI Image Generation:

• Multiple Fusion Modes: Provides a diverse range of style transfer options to suit any visual goal.
• Precise Control: Adjust style strength using a simple slider, allowing for fine-grained adjustments.
• Easy to Use (and Extend): Offers both simple and advanced nodes to cater to different user skill levels. Plus, adding new fusion modes is easy!
• Consistent Results: Enjoy consistent behavior across all fusion modes, ensuring predictable and reliable style transfer.
• Enhanced Style with SUPER REDUX: Boost style strength and detail richness for dramatic effects.

Two Nodes to Master Style Transfer:

ComfyUI-ReduxFineTune gives you two powerful nodes to work with in your pursuit of perfect image stylization:

• ReduxFineTune: A simple, user-friendly node for most standard style fine-tuning tasks. It features an easy-to-use fusion strength slider for quick adjustments, making it perfect for achieving beautiful results fast.
• ReduxFineTuneAdvanced: For users needing more control over their image style. This node supports cropping, masking, region-wise fusion, and detailed control over style strengths. It's the ideal choice for complex and highly customized style transfers.

Both nodes include all unified fusion modes and allow you to toggle the SUPER REDUX enhancement, making them flexible for any task, from quick edits to intense style definition.

Understanding Fusion Modes for Fine-Tuning Images:

The ReduxFineTune node uses different fusion modes to blend text and image features together. All fusion modes are unified, ensuring consistent behavior whether you use the simple or advanced node.

How to Install ComfyUI-ReduxFineTune:

Ready to get started? Here's how to install the node:

1. Navigate to your ComfyUI custom_nodes folder:

   cd ComfyUI/custom_nodes
   

2. Clone the repository:

   git clone https://github.com/1038lab/ComfyUI-ReduxFineTune.git
   

3. Install the required dependencies:

   /ComfyUI/python_embeded/python -m pip install -r requirements.txt
   

Once installed, the ReduxFineTune node will be available within your ComfyUI workflow.

Using the ReduxFineTune Node:

1. Drag and drop the node into your ComfyUI canvas.

2. Connect the necessary inputs to the node. Here's a breakdown of the basic parameters:

   • conditioning: Input conditioning from a previous node.
   • style_model: The style model to use (e.g., CLIP Vision L).
   • clip_vision_output: Output from a CLIP Vision node.
   • fusion_mode: Select your desired fusion mode.
   • fusion_strength: Adjust the intensity of the style transfer.
   • SUPER_REDUX: Toggle for extra style enhancement.

3. Experiment with different fusion modes and strength values to achieve your desired style.

Contribute to the Project:

ComfyUI-ReduxFineTune is an open-source project, so contributions are always welcome! Whether you want to add new features, improve existing code, or fix bugs, your help is appreciated. Simply fork the repository and submit a pull request with your changes.