Tri-modal Masked Diffusion Models (MDM) scale across text, images, and audio from scratch. The paper benchmarks modality mixing ratios, noise schedules, and batch-size effects, revealing SDE-based sampling optimizations. Key findings could accelerate multimodal generation beyond current state-of-the-art.
Opening Kapyn…