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Regional Conditioning with AttentionCouple(LoRA supported)

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Regional_Conditioning_with_AttentionCouple_v2.zip

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Sep 18, 2025

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How to use : HERE

This workflow may require a relatively large amount of VRAM.

v2.0 - Image Sender nodes have been replaced with Load Image nodes.

Each character’s Detailer has been modified to work based on that character’s mask.

The conditioning has been connected so that it is input separately for each character.


v1.5 - Organized nodes, replaced the DWPose Estimator in Phase 2 with OpenPose Pose. A realistic base image is no longer required.


This workflow utilizes the Attention Couple node for regional conditioning.

It operates in two phases to generate images.

While I understand that not working in a single queue might not be ideal, this is an attempt to achieve better results.

If you have any ideas for improvements to this workflow, please let me know.

This workflow was inspired by : https://civitai.com/models/541881/regional-conditioning-with-lora-support
The Attention Couple node was implemented using A8R8's node. : https://github.com/ramyma/A8R8_ComfyUI_nodes