Cross-Space Distillation Enables One-Step Diffusion via Latent Interface

Cross-Space Distillation allows high-capacity teachers like Flux or SD 3.5 to distill knowledge into compact students like SD 1.5 despite differing VAE spaces. The method uses a lightweight Bridge interface to map student latents into the teacher's latent resolution.