Extensions/ComfyUI - Apply LoRA Stacker with DARE
ComfyUI Extension

ComfyUI - Apply LoRA Stacker with DARE

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

By ntc-ai·Created 3 years ago·Updated 2 years ago· 38
ntc-ai/ComfyUI-DARE-LoRA-Merge
Nodes3
On cloudLocal install
Categoryadvanced/model_merging, Comfyroll/IO
Stars38
Updated2 years ago

Nodes (3)

Apply LoRA
advanced/model_merging
DARE Merge LoRA Stack
Comfyroll/IO
Save LoRA
advanced/model_merging
Readme

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.