Wan2.1-Fun-14B-Control
| Property | Value |
|---|---|
| Model Size | 14B parameters |
| Storage Size | 47.0 GB |
| License | Apache License 2.0 |
| Author | alibaba-pai |
| HuggingFace | Link |
What is Wan2.1-Fun-14B-Control?
Wan2.1-Fun-14B-Control is a sophisticated video generation and control model designed for high-quality video synthesis with multiple control conditions. This large-scale model, weighing in at 14 billion parameters, represents a significant advancement in controlled video generation technology.
Implementation Details
The model is trained on 81 frames at 16 frames per second, supporting multiple resolutions (512, 768, 1024) for video prediction. It implements various control mechanisms while maintaining multi-language prediction capabilities.
- Supports multiple control conditions including Canny, Depth, Pose, and MLSD
- Implements trajectory control for precise video manipulation
- Features multi-resolution support for flexible output generation
- Includes memory optimization options for different GPU configurations
Core Capabilities
- Multi-condition video control with various preprocessing options
- High-resolution video generation up to 1024px
- Multi-language support for broader accessibility
- Memory-efficient operation modes including model_cpu_offload and float8 quantization
- Flexible GPU memory management for different hardware configurations
Frequently Asked Questions
Q: What makes this model unique?
The model stands out for its comprehensive control capabilities, supporting multiple conditions simultaneously while maintaining high-quality video generation at various resolutions. Its memory optimization features make it accessible even on consumer-grade GPUs.
Q: What are the recommended use cases?
The model excels in controlled video generation scenarios, particularly where precise control over video attributes is needed. It's ideal for applications requiring specific visual elements like edge detection (Canny), depth mapping, pose estimation, or line segment detection (MLSD).
