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ComfyDeploy: How ComfyUI_CompareModelWeights works in ComfyUI?

What is ComfyUI_CompareModelWeights?

ComfyUI nodes to use CompareModelWeights

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_CompareModelWeights and select it
  5. Close the build step dialig and then click on the "Save" button to rebuild the machine

ComfyUI nodes to use CompareModelWeights

image

Install

  • 推荐使用管理器 ComfyUI Manager 安装（On the Way）

  • 手动安装：

    1. cd custom_nodes
    2. git clone https://github.com/leeguandong/ComfyUI_CompareModelWeights
    3. 重启 ComfyUI

Use

  • 节点：
    • "Compare CheckPointer Loader": 加载模型的unet权重，和comfyui的权重加载一致
    • "Compare ModelWeightsDiff": 输出没有归一化的模型权重差，l2距离
    • "Compare ModelWeightsDiff Normalized": 输出归一化的模型权重差，l2距离
    • "Compare Preview Image": 展示图片

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