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kaiwen-wang/
Wavelet-Phase-Diffusion

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Wavelet Phase Diffusion (WPD)

Model weights for Wavelet Phase Diffusion for Structurally and Semantically Consistent Sim-to-Real Translation.

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.

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.