NVIDIA Research demonstrates accelerated video generation using MiniMax-H3 on a single DGX Spark, producing 768p video in one minute through a two-stage pipeline that generates a 384p draft and refines it to higher resolution, with detailed prompts for stop-motion and photorealistic video examples.