Downloads · 30 days
0
Wavelet-Phase-Diffusion
kaiwen-wang/Wavelet-Phase-Diffusion
Wavelet-Phase-Diffusion is a machine learning model from kaiwen-wang. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as cc-by-nc-4.0.
Model weights for Wavelet Phase Diffusion for Structurally and Semantically Consistent Sim-to-Real Translation.
Access
Public
Updated Jul 27, 2026
Repo size
4.3 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors4.3 GB · 100%
At a glance
- License
- cc-by-nc-4.0
- Access
- Public
- Created
- Jul 8, 2026
- Updated
- Jul 27, 2026
- SHA
- 22f29d9d
Model card
From the Hugging Face model README
Wavelet Phase Diffusion (WPD)
Model weights for Wavelet Phase Diffusion for Structurally and Semantically Consistent Sim-to-Real Translation.
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.safetensorsis useful for ablation comparisons against the full WPD model.
- License
- cc-by-nc-4.0
- Created
- Jul 8, 2026
- Updated
- Jul 27, 2026