174 lines
5.1 KiB
Markdown
174 lines
5.1 KiB
Markdown
# ComfyUI-WanVideoWrapper_QQ
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A collection of custom nodes for ComfyUI providing video manipulation, LoRA loading, path animation, and visual drawing tools for WanVideo workflows.
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<table>
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<tr>
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<td width="50%">
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https://github.com/user-attachments/assets/16f0da4c-38f1-4789-97dc-c331ad8a6d92
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</td>
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<td width="50%">
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https://github.com/user-attachments/assets/5689c666-924a-4362-9788-d8f662c0d925
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</td>
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</tr>
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</table>
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### Power Spline Editor
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<table>
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<tr>
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<td width="50%">
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</td>
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<td width="50%" valign="top">
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[Power Spline Editor - usage](git_assets/docs/power_spline_editor.md)
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- **Multi-layer canvas**: Draw unlimited paths with per-layer controls
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- **Interpolation modes**: `linear`, `cardinal` (Catmull-Rom), `basis` (B-spline), `points` (static)
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- **Repeat system**: Loop animations with automatic closed-path handling
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- **Driver/driven**: One path controls another with rotation, scaling, and smoothing
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- **Easing functions**: Smooth transitions with various easing curves for path animation
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- **Right-click controls**: Context menu for driver path with additional options
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- **Offset timing**: Positive/negative timing shifts with pause frame control
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- **Pause frames**: Start/end pause per layer for precise animation timing
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</td>
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</tr>
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</table>
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### Power Lora Loader
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<table>
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<tr>
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<td width="50%">
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</td>
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<td width="50%" valign="top">
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- **LoRAs**: Dynamic UI with rgthree-style interface
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- **Auto-detection**: Finds Low variant pairs from High LoRAs automatically
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- **Smart patterns**: `-`, `_`, ` ` separators at prefix/suffix/infix positions
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- **Case variations**: `High`/`high`/`HIGH`/`H`/`h` → `Low`/`low`/`LOW`/`L`/`l`
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- **Dual strength**: Separate High (H) and Low (L) sliders with copy buttons
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- **Block selection**: Per-LoRA layer control with merge and memory options
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</td>
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</tr>
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</table>
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### Wan Video VACE Frame Replace
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<table>
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<tr>
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<td width="50%">
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</td>
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<td width="50%" valign="top">
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[Wan Video VACE Frame Replace - example](git_assets/examples/frame_replace.json)
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- **Single frames**: `5` (gray), `5+` (replacement image)
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- **Ranges**: `22-26` (gray), `*1-5` (keep start), `1-5*` (keep end)
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- **a-b-c patterns**: Middle frame `b` with `a` left/`c` right context
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- **Multiple +**: `++a-b-c++` creates gradual duplicates on both sides
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- **Custom opacity**: `++a-b-c++ 0.8` for blend strength control
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- **Custom masks**: Auto-scaled replacement masks with opacity blending
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</td>
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</tr>
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</table>
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### Wan Video Cache Samples
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<table>
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<tr>
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<td width="35%">
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</td>
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<td width="65%" valign="top">
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- **Cache/Load workflow**: Save latent samples to disk for faster workflow iteration
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- **Dual mode**: With input → cache and passthrough; Without input → load from cache
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- **Auto-path handling**: Saves to node directory with customizable cache names
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- **Workflow speedup**: Skip HIGH sampling steps during prompt/parameter testing to resample LOW
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</td>
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</tr>
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</table>
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### Wan Video Image To Video Encode_v2
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<table>
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<tr>
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<td width="35%">
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</td>
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<td width="65%" valign="top">
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- (EXPERIMENTAL) Maybe there's native ways to do this , but it seems to work
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- **Multi-frame I2V**: Start/mid/end image conditioning with position control
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- **Temporal feathering**: Cosine interpolation for smooth frame transitions
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- **Latent strength**: Per-frame multipliers (start/mid/end) for motion control (default setting work but can be adjusted)
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</td>
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</tr>
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</table>
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### Control only vs Control + I2V
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<table>
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<tr>
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<td width="50%">
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https://github.com/user-attachments/assets/d65bb9d7-962a-4e1f-bc5d-be90adc9e311
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</td>
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<td width="50%">
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https://github.com/user-attachments/assets/c4b70388-54a8-4b08-8f37-6028e1f2f471
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</td>
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</tr>
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</table>
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### Other Experimental Node List
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## Features
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- **Power LoRA Loader**: Advanced LoRA loading with High/Low pair detection, block selection, and custom UI
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- **Power Spline Editors**: Multi-layer canvas-based path drawing with interpolation modes (linear, cardinal, basis, points)
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- **Video Manipulation**: Speed adjustment, frame extraction, video merging, and frame replacement
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- **Path Animation**: Draw shapes (circle/square/triangle) along animated paths with easing functions
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- **Image-to-Video Encoding**: TAEHV (Tiny AutoEncoder for Hunyuan Video) with temporal feathering and memory-efficient modes
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- **Cache Management**: Sample caching for faster workflow iteration
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- **VAE Frame Replacement**: Replace specific frames in VAE-encoded video latents
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## Installation
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1. Navigate to your ComfyUI custom nodes directory:
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```bash
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cd ComfyUI/custom_nodes/
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```
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2. Clone this repository:
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```bash
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git clone https://github.com/siraxe/ComfyUI-WanVideoWrapper_QQ.git
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```
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3. Restart ComfyUI
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## Requirements
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- ComfyUI (latest version recommended)
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- PyTorch with CUDA support (for GPU acceleration)
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- Standard ComfyUI dependencies
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## Credits
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Experimental node package for WanVideo workflows in ComfyUI.
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**Special Thanks**
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- **KJ** - [ComfyUI-WanVideoWrapper](https://github.com/kijai/ComfyUI-WanVideoWrapper)
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- **rgthree** - [rgthree-comfy](https://github.com/rgthree/rgthree-comfy)
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