A 1.3 B student, distilled from a Wan2.1-14B teacher, generating video continuously instead of as a fixed clip. Every 750 ms it produces another block of 12 frames conditioned on a rolling K/V cache of what it already made — so the picture never restarts.
Pick a starting world. This cuts to a new stream.
Change the text mid-stream. The scene continues.
Defaults match the published command. Steps above 2 cost proportionally more time without fixing hard steers; latent norm 0 lets long streams blow out.
Post-processing on the picture. Costs no GPU time.