Build a reliable Diffusers video pipeline with model-aware inputs, memory controls, faster previews, continuity checks, and clean final exports.
Comprehensive guide to installing and using MotionStream, Adobe’s real-time video generation model with motion control, built on Wan 2.1 DiT architecture. Includes setup steps, sample code, and a detailed explanation of how the teacher-student system enables sub-second latency and streaming video generation.