Wan2.1-Fun-14B-InP
| Property | Value |
|---|---|
| Model Size | 14B parameters |
| Storage Space | 47.0 GB |
| License | Apache License 2.0 |
| Author | Alibaba PAI |
| Hugging Face | Link |
What is Wan2.1-Fun-14B-InP?
Wan2.1-Fun-14B-InP is a sophisticated text-to-video and image-to-video generation model developed by Alibaba PAI. It represents a significant advancement in video generation technology, featuring multi-resolution training capabilities and specialized support for first-last frame prediction.
Implementation Details
The model is built with advanced architecture supporting multiple video resolutions (512, 768, 1024) and is trained on 81 frames at 16 frames per second. It implements innovative memory management solutions including model CPU offloading and quantization options to accommodate different GPU configurations.
- Multi-resolution support for flexible video generation
- Efficient memory management with CPU offloading options
- Support for both text-to-video and image-to-video generation
- Integration with popular frameworks like ComfyUI
Core Capabilities
- Text-to-video generation with precise prompt control
- Image-to-video transformation with first-last frame prediction
- Multiple resolution support (512, 768, 1024)
- Memory-efficient operation modes for different hardware configurations
- Compatible with both Windows and Linux environments
Frequently Asked Questions
Q: What makes this model unique?
The model's ability to handle both text-to-video and image-to-video generation, combined with its multi-resolution support and memory optimization features, makes it particularly versatile for various video generation tasks.
Q: What are the recommended use cases?
The model is ideal for creative video generation from text prompts, video transformation based on reference images, and applications requiring high-quality video synthesis with specific resolution requirements.
