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ComfyDeploy: How ComfyUI - Apply LoRA Stacker with DARE works in ComfyUI?

What is ComfyUI - Apply LoRA Stacker with DARE?

An experiment about combining multiple LoRAs with [a/DARE](https://arxiv.org/pdf/2311.03099.pdf)

How to install it in ComfyDeploy?

Head over to the machine page

  1. Click on the "Create a new machine" button
  2. Select the Edit build steps
  3. Add a new step -> Custom Node
  4. Search for ComfyUI - Apply LoRA Stacker with DARE and select it
  5. Close the build step dialig and then click on the "Save" button to rebuild the machine

ComfyUI - Apply LoRA Stacker with DARE

Base image (SDXL):

ComfyUI No Lora Example

Adding pixel_art, fluffy and vibrant dream with additive (usual):

ComfyUI Add Lora (default) Example

Adding pixel_art, fluffy and vibrant dream with DARE (this repo):

ComfyUI DARE Merge Example

Overview

An experiment about combining multiple LoRAs with DARE https://arxiv.org/pdf/2311.03099.pdf

Features

  • Merge LoRA Stacks
  • Save LoRA
  • Experimental lipschitz regularizer (set -1 to turn off)

Usage

See this workflow for an example assets/dare_lora.json

assets/workflow.png

For example applicable LoRAs, see https://civitai.com/user/ntc/models or https://huggingface.co/ntc-ai

Feedback & Contributions

Open a ticket or message me on civit / huggingfaces / patreon / here.

Support me on patreon https://www.patreon.com/NTCAI and get access to hundreds of SDXL LoRAs (~8 mb each) that this technique works great on.