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ComfyDeploy: How Comfyui-In-Context-Lora-Utils works in ComfyUI?

What is Comfyui-In-Context-Lora-Utils?

NODES: Add Mask For IC Lora, Create Context Window, Concatenate Context Window, Auto Patch

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-In-Context-Lora-Utils and select it
  5. Close the build step dialig and then click on the "Save" button to rebuild the machine

Comfyui-In-Context-Lora-Utils

Installation

  1. Download the zip file containing the custom nodes.
  2. Extract the files to the following directory:
    ..\ComfyUI\custom_nodes
  3. Restart ComfyUI to load the new nodes.

Workflow

A complete workflow demonstrating the usage of this extension is available here:
ComfyUI-In-Context-LoRA Workflow

Prerequisites

To make the workflow functional, ensure the following files are downloaded and placed in the appropriate directories:

  1. flux1-fill-dev.safetensors Download here
    Place in: ..\ComfyUI\ComfyUI\models\unet

  2. ViT-L-14-TEXT-detail-improved-hiT-GmP-HF.safetensors Download here
    Place in: ..\ComfyUI\ComfyUI\models\clip

  3. t5xxl_fp8_e4m3fn_scaled.safetensors Download here
    Place in: ..\ComfyUI\ComfyUI\models\clip

  4. ae.sft Download here
    Place in: ..\ComfyUI\models\vae

  5. flux1-redux-dev.safetensors Download here
    Place in: ..\ComfyUI\models\style_models

  6. sigclip_vision_patch14_384.safetensors Download here
    Place in: ..\ComfyUI\models\clip_vision

Change Logs:

  • 2024-12-14: Adjust x_diff calculation and adjust fit image logic.
  • 2024-12-13: Fix Incorrect Padding
  • 2024-12-12(2): Fix center point calculation when close to edge.
  • 2024-12-12: Reconstruct the node with new caculation.
  • 2024-12-11: Avoid too large buffer cause incorrect context area
  • 2024-12-10(3): Avoid padding when image have width or height to extend the context area
  • 2024-12-05: Fix incorrect cropping issue when mask is not fit in target ratio
  • 2024-12-01: Adjust contours calculation, fix multiple contour only produce single contour issue
  • 2024-11-30: Add AutoPatch node, it is able to automatically select patch mode and patch type
  • 2024-11-29: Recontruct the node and seperate from old node, new nodes: CreateContextWindow, ConcatContextWindow
  • 2024-11-22: Update Two Images input and related masks input

Example:

  • v3 Object Replacement alt text
  • v3 Generate On Target Position alt text
  • v3 Virtual Try On alt text

OLD NODE Example:

Simple Try On Lora: https://civitai.com/models/950111/flux-simple-try-on-in-context-lora

alt text alt text

Contact

Sponsors me for more open source projects:

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