| # Step Distillation Comparison | |
| This document provides detailed quality comparisons between the original 480p I2V model and the step-distilled model. | |
| ## Overview | |
| The step-distilled model reduces inference steps from 50 to 8 (or 12 steps recommended) while maintaining comparable visual quality to the original model. On RTX 4090, this achieves up to 75% reduction in end-to-end generation time, enabling a single RTX 4090 to generate videos within 75 seconds. This document showcases side-by-side comparisons to demonstrate that the distillation process does not significantly degrade output quality. For even faster generation, you can also try 4 steps, which provides faster speed with slightly reduced quality. | |
| ## Comparison Results | |
| The following table shows side-by-side comparisons between the original 480p I2V model (50 steps) and the step-distilled model (8 steps). The comparisons demonstrate that the step-distilled model maintains comparable visual quality while achieving significant speedup. | |
| <div align="center"> | |
| <video src="https://github.com/user-attachments/assets/8ac11d99-1e8e-4b73-a7b4-e1a990c830ec" width="100%"></video> | |
| </div> | |
| ## Usage Notes | |
| - **8 or 12 steps**: Recommended default setting, provides the best balance between speed and quality | |
| - **4 steps**: Faster generation with slightly reduced quality, suitable for rapid prototyping | |
| Detailed usage instructions can be found in [Usage](https://github.com/Tencent-Hunyuan/HunyuanVideo-1.5/blob/main/README.md#-usage). | |