Dev's posttrained ref2vid model turns 5 reference images into 15s video in ~6 seconds

Kyrannio · x · 2026-10-30

Developer Kyrannio showed off a self-posttrained ref2vid model: given 5 reference images, it generates a coherent 15-second clip in about 6 seconds, with speed as the main optimization target.

Known issues remain—random objects occasionally appear in the output—and he says quality improvements are coming once he's back in shape.

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

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