Stable Video Diffusion

Stable Video Diffusion converts a single image into 2-4 seconds of smooth, consistent video, released as a research model that became foundational for developers building video tools on an openly available architecture. It's still actively used in open-source video generation pipelines, even as newer proprietary models have pulled ahead on quality.