Self-trained ref2vid model generates 15s clips with reference images in ~6.9s

Kyrannio · x · 2026-10-30

Developer Kyrannio reports his posttrained reference-to-video model now generates 15-second clips incorporating reference image media in about 6.9 seconds (8-GPU test, measured 6.94s). Jumbled dialogue still needs adjustment, but speed keeps improving; he notes compute is getting scarcer.

Related event: Self-Trained ref2vid Model Generates 15-Second Video in Seconds(2 posts)→

Original post →

More from Multimodal

Multimodal channel →