| license: cc-by-nc-4.0 | |
| # Wavelet Phase Diffusion (WPD) | |
| Model weights for *Wavelet Phase Diffusion for Structurally and Semantically Consistent Sim-to-Real Translation*. | |
| [Project Page](https://kit-mrt.github.io/Wavelet-Phase-Diffusion/) · [Paper](https://arxiv.org/abs/2607.21628) | |
| ## Files | |
| | File | Stage | Description | | |
| |---|---|---| | |
| | `flux.safetensors` | Image | FLUX WPD LoRA for image sim-to-real translation. | | |
| | `flux_wo_lrf.safetensors` | Image | FLUX baseline trained without Low-Frequency Randomization (LFR). | | |
| | `wan_high.safetensors` | Video | Wan2.2-14B WPD LoRA for the high-noise stage of video translation. | | |
| | `wan_low.safetensors` | Video | Wan2.2-14B WPD LoRA for the low-noise stage of video translation. | | |
| | `high_noise_model_converted.safetensors` | Video | 4-step high-noise checkpoint for Wan2.2-14B, converted from Wan2.2-Lightning. | | |
| | `low_noise_model_converted.safetensors` | Video | 4-step low-noise checkpoint for Wan2.2-14B, converted from Wan2.2-Lightning. | | |
| ## Notes | |
| - The image models are intended for FLUX-based translation workflows. | |
| - The video models are split across high-noise and low-noise stages. | |
| - The baseline `flux_wo_lrf.safetensors` is useful for ablation comparisons against the full WPD model. | |