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Custom ComfyUI node set for managing long-running, prompt-driven video projects. Includes VantageProject for project management and two samplers: one for single-model workflows (Wan 2.1/2.2 AIO) and one for dual-model workflows (Wan 2.2 High/Low). Supports resume, extend, and regenerate features.

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vantagewithai/VantageLongWanVideo

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Vantage Long Wan Video

VantageLongWanVideo is a lightweight project management system for ComfyUI, designed for long-running, prompt-driven video generation. It simplifies workflow management by saving prompts to disk, handling continuity across runs, and allowing resuming or regenerating from any point.

✨ Highlights

  • This project includes three nodes:
    • Vantage Project Loader → Project manager node (saves/loads scripts, computes start points)
    • Vantage I2V Single Model Looper → For Wan 2.1 / Wan 2.2 AIO workflows
    • Vantage I2V Dual Model Looper → For Wan 2.2 High/Low noise workflows

✨ Features

  • Save and load prompt scripts as JSON files
  • Automatic start_prompt calculation based on existing output folders
  • Resume generation from any prompt index
  • Extend projects with new prompts without re-rendering previous clips
  • Regenerate selected segments by specifying a positive start_prompt
  • Organized output structure for easy project management
  • Works with both single-model and dual-model workflows

Watch the video


## 🧰 Requirements
- ComfyUI (current version).
- Python 3.10+ recommended.
## ⚙️ Installation

### Method 1: Using ComfyUI Manager (Recommended)

1.  Open ComfyUI Manager.
2.  Click on `Install Custom Nodes`.
3.  Search for `VantageLongWanVideo` and click `Install`.
4.  Restart ComfyUI.

### Method 2: Manual Installation
1.  Navigate to your ComfyUI `custom_nodes` directory.
    ```bash
    cd ComfyUI/custom_nodes/
    ```
2.  Clone this repository:
    ```bash
    git clone https://github.com/vantagewithai/VantageLongWanVideo.git
    ```
4.  Restart ComfyUI.

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Custom ComfyUI node set for managing long-running, prompt-driven video projects. Includes VantageProject for project management and two samplers: one for single-model workflows (Wan 2.1/2.2 AIO) and one for dual-model workflows (Wan 2.2 High/Low). Supports resume, extend, and regenerate features.

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