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ComfyDeploy: How ComfyUI Model Downloader works in ComfyUI?

What is ComfyUI Model Downloader?

This node allows downloading models directly within ComfyUI for easier use and integration.

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

Model Downloader for ComfyUI

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Introduction

This project provides an experimental model downloader node for ComfyUI, designed to simplify the process of downloading and managing models in environments with restricted access or complex setup requirements. It aims to enhance the flexibility and usability of ComfyUI by enabling seamless integration and management of machine learning models.

Features

  • Easy Model Downloading: Simplify the process of downloading models directly within the ComfyUI environment.
  • Repositories: Currently supports hugging face and CivitAI.
  • User-friendly: Designed with a focus on ease of use, making model management accessible to users of all skill levels.

Available Nodes

HF Downloader

HF|250

Parameters:

  • repo_id: Hugging Face repo ID
  • filename: filename to download from the repository
  • save_dir: destination directory
  • overwrite: overwrite existing file if it exists

CivitAI Downloader

CivitAI|250

Parameters:

  • model_id: CivitAI model ID
  • token_id: CivitAI token ID
  • save_dir: destination directory

Auto Model Finder (Experimental)

Auto

Automatically searches for known files (e.g., .safetensors, .ckpt, etc) files in your canvas and looks for repositories containing them on Hugging Face. Ideally, you should use this together with the HF Downloader node to automatically download any missing models.

Troubleshooting: this node is experimental and may not work as expected. If it doesn't work, try removing the node and adding it again.

Installation

Via ComfyUI Manager (Recommended)

  1. Open ComfyUI Manager
  2. Select Custom Nodes Manager
  3. Search for "ComfyUI Model Downloader"
  4. Install

Via Git Clone

Clone the repository or download the extension directly into your ComfyUI project's custom_nodes folder:

git clone https://github.com/ciri/model-downloader-comfyui.git

Usage

To use the model downloader within your ComfyUI environment:

  1. Open your ComfyUI project.
  2. Find the HF Downloader or CivitAI Downloader node.
  3. Configure the node properties with the URL or identifier of the model you wish to download and specify the destination path.
  4. Execute the node to start the download process.
  5. To avoid repeated downloading, make sure to bypass the node after you've downloaded a model.

Roadmap (tentative)

  • ⬜ Add persistance for auto model finder between runs
  • ⬜ Add more model finders (including CivitAI)
  • ⬜ Add more downloaders
  • ⬜ Add authentication for HF Downloader

Contributing

Contributions are welcome! Please:

  • Fork the repository
  • Create a feature branch
  • Submit a pull request

Support

For support, questions, or contributions, please open an issue on the GitHub repository page. Contributions are welcome!

License

GNU Affero General Public License v3.0