ComfyUI Node: Easy Apply StyleAlign

Easy Apply StyleAlign:

The easy styleAlignedBatchAlign node is designed to enhance the alignment of styles within a batch of models, making it easier to achieve consistent and cohesive results across different models. This node leverages advanced techniques to share normalization and attention mechanisms, ensuring that the styles are aligned effectively. By adjusting the scale parameter, you can fine-tune the intensity of the style alignment, providing you with greater control over the final output. This node is particularly useful for AI artists looking to maintain a uniform style across multiple models, enhancing the overall aesthetic quality of their work.

Easy Apply StyleAlign Input Parameters:

model

This parameter represents the model that you want to apply style alignment to. It is essential for the node to function as it provides the base structure upon which the style alignment will be performed.

share_norm

This parameter determines the type of normalization sharing to be applied. The available options are both, group, layer, and disabled. Choosing both will share both group and layer normalization, while group and layer will share only their respective normalizations. Selecting disabled will turn off normalization sharing. This parameter impacts how the normalization layers are shared across the models, affecting the consistency of the style alignment.

share_attn

This parameter specifies the type of attention sharing to be applied. The options are q+k, q+k+v, and disabled. q+k shares the queries and keys, q+k+v shares the queries, keys, and values, and disabled turns off attention sharing. This parameter influences how the attention mechanisms are shared, which can affect the coherence of the style alignment.

scale

This parameter is a floating-point value that adjusts the intensity of the style alignment. It has a default value of 1, with a minimum of 0 and a maximum of 1.0, and can be adjusted in steps of 0.1. The scale parameter allows you to fine-tune the strength of the style alignment, providing more control over the final output.

Easy Apply StyleAlign Output Parameters:

model

The output is a model with the applied style alignment. This model will have the styles aligned according to the specified normalization and attention sharing settings, as well as the scale parameter. The aligned model is ready for further processing or final output, ensuring a consistent and cohesive style across the batch.

Easy Apply StyleAlign Usage Tips:

• Experiment with different share_norm and share_attn settings to find the best combination for your specific use case.
• Use the scale parameter to adjust the intensity of the style alignment. Start with the default value and make incremental changes to see how it affects the output.
• Ensure that the input model is properly configured and compatible with the style alignment process to avoid any unexpected results.

Easy Apply StyleAlign Common Errors and Solutions:

"This Model not supported"

• Explanation: This error occurs when the input model is not compatible with the style alignment process.
• Solution: Verify that the input model is correctly configured and supported by the style alignment node. Check the model's documentation for compatibility information.

"Invalid normalization option"

• Explanation: This error occurs when an invalid value is provided for the share_norm parameter.
• Solution: Ensure that the share_norm parameter is set to one of the valid options: both, group, layer, or disabled.

"Invalid attention option"

• Explanation: This error occurs when an invalid value is provided for the share_attn parameter.
• Solution: Ensure that the share_attn parameter is set to one of the valid options: q+k, q+k+v, or disabled.

"Scale value out of range"

• Explanation: This error occurs when the scale parameter is set to a value outside the allowed range.
• Solution: Ensure that the scale parameter is set to a value between 0 and 1.0, inclusive. Adjust the value in steps of 0.1 if necessary.