ComfyUI-DARE-LoRA-Merge

ComfyUI-DARE-LoRA-Merge
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LoRA合并DARE模型保存Lipschitz正则化
基于DARE将多个LoRA融合为单一LoRA，支持保存与可选的实验性Lipschitz正则化，便于合并与部署。
💡 把多路LoRA合并并导出为可复用的LoRA模型。
🍴 9 Forks💻 Python🔄 2024-05-22
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https://pan.quark.cn/s/2df45d172dc1
ComfyUI No Lora Example
ComfyUI Add Lora (default) Example
ComfyUI DARE Merge Example
assets/workflow.png
📄 README

ComfyUI – Apply LoRA Stacker with DARE

Base image (SDXL):

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

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

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

    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.