ComfyUI-AnimateDiff-Evolved

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Available Nodes

Repository Overview

ADE_CustomCFG

ADE_CustomCFG Node Documentation

Overview

The ADE_CustomCFG node is part of the ComfyUI AnimateDiff Evolved integration. It plays a crucial role in the configuration and control of Conditional Fidelity Guidance (CFG) within the AnimateDiff framework. This node allows for the customization of CFG settings, enabling more nuanced and precise manipulation of the guidance process throughout animations.

Purpose

The primary purpose of the ADE_CustomCFG node is to provide a customizable platform for setting and adjusting CFG parameters. This allows users to apply different levels of guidance control to influence the final output of animations within the AnimateDiff ecosystem.

Inputs

The ADE_CustomCFG node accepts the following inputs:

  • CFG Value Input: This input represents the strength or level of Conditional Fidelity Guidance to be applied. It accepts a variety of formats, including single float values, lists of floats, or dynamically scaled masks. This flexibility permits a wide range of guidance configurations.

  • Additional Modulation Inputs: Depending on the configuration and usage, additional inputs may be used to further modulate the CFG value. This allows users to fine-tune the effects of CFG in more complex workflows.

Outputs

The ADE_CustomCFG node generates a configured CFG output that can be fed into subsequent nodes within a ComfyUI workflow. This output is used to apply the necessary guidance during the AnimateDiff process, ensuring that the resulting animations adhere to the desired artistic direction specified by the CFG settings.

Usage in ComfyUI Workflows

In ComfyUI workflows, the ADE_CustomCFG node is often used in conjunction with other nodes to create richly guided animations. Here’s how it might typically be used:

  1. Integration with AnimateDiff: Integrate the node into an existing AnimateDiff setup to control CFG levels across different animation stages.

  2. Workflow Modulation: Use the node to modulate the level of CFG when transitioning between frames or key points in the animation. This can enhance the smoothness and coherence of the animation.

  3. Combination with Multi-Val Inputs: When using list-based or mask-based CFG values, the node can be fine-tuned to dynamically adjust guidance based on the specific needs of certain frames or segments.

  4. Experimentation: Users can experiment by feeding different CFG values and observing how changes influence the consistency and creative aspects of the generated animation.

Special Features and Considerations

  • Flexibility: The node supports multiple input types, offering significant flexibility in the way CFG is applied.
  • Fine-Tuning Capabilities: Users can leverage this node to achieve highly specific guidance results, which is particularly useful for animations requiring detailed control.
  • Integration Options: Compatible with a range of related nodes in the ComfyUI AnimateDiff Evolved suite, allowing for seamless integration into complex workflows.
  • Experimental Features: As part of the advanced sampling and control options, users can explore experimental configuration settings to push the boundaries of traditional usage.

In conclusion, the ADE_CustomCFG node is a powerful tool within the AnimateDiff framework, providing comprehensive CFG control for users looking to refine their animation outputs within ComfyUI.