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https://github.com/ntc-ai/ComfyUI-DARE-LoRA-Merge

Uses DARE to merge LoRA stacks as a ComfyUI node
https://github.com/ntc-ai/ComfyUI-DARE-LoRA-Merge

Last synced: 4 months ago
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Uses DARE to merge LoRA stacks as a ComfyUI node

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README

          

# ComfyUI - Apply LoRA Stacker with DARE

Base image (SDXL):

![ComfyUI No Lora Example](assets/0_base_224.png)

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

![ComfyUI Add Lora (default) Example](assets/0_additive_224.png)

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

![ComfyUI DARE Merge Example](assets/0_dare_224.png)

## Overview

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

![assets/workflow.png](assets/workflow.png)

For example applicable LoRAs, see [https://civitai.com/user/ntc/models](https://civitai.com/user/ntc/models) or [https://huggingface.co/ntc-ai](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](https://www.patreon.com/NTCAI) and get access to hundreds of SDXL LoRAs (~8 mb each) that this technique works great on.