Wan2.1-I2V-14B-480P-gguf
| Property | Value |
|---|---|
| Author | city96 |
| Model Size | 14B parameters |
| Resolution | 480P |
| Model URL | Hugging Face |
What is Wan2.1-I2V-14B-480P-gguf?
Wan2.1-I2V-14B-480P-gguf is a specialized GGUF conversion of the original Wan-AI/Wan2.1-I2V-14B-480P model, designed for efficient image-to-video generation at 480p resolution. This conversion enables optimized deployment while maintaining the model's core capabilities through various quantization options.
Implementation Details
The model implements a sophisticated conversion process where all quantizations are derived from the FP32 base file. Due to file size limitations (50GB max), only FP16 versions are provided. The implementation requires specific setup within the ComfyUI environment, with model files needing to be placed in the ComfyUI/models/unet directory.
- Direct GGUF conversion from original Wan2.1 model
- Multiple quantization options available
- Optimized for 480p video generation
- Compatible with ComfyUI-GGUF custom node
Core Capabilities
- High-quality video generation at 480p resolution
- Efficient memory usage through GGUF optimization
- Seamless integration with ComfyUI workflow
- Flexible quantization options for different performance needs
Frequently Asked Questions
Q: What makes this model unique?
This model stands out through its optimized GGUF conversion, making it more efficient for deployment while maintaining the original model's capabilities. The 480p resolution focus provides a good balance between quality and performance.
Q: What are the recommended use cases?
The model is ideal for image-to-video generation tasks requiring 480p output, particularly within ComfyUI workflows. It's best suited for users needing efficient video generation with balanced resource usage.
