Seamlessly looping AI videos with Wan2.2: fixing inconsistent easing across clips

PitifulPie5019 · reddit · 2026-10-02

A gen-AI newcomer asks how to create seamless 4-16s abstract loop videos. Their Wan2.2 first-to-last-frame workflow with multiple keyframes produces technically perfect loops, but clips vary in easing of camera/morph/object movement, making motion feel unnatural — and prompt-based consistency isn't reliable. They wonder about motion-reference models on abstract imagery and combining them with the first-to-last-frame workflow. Running on runpod, no hardware limits.

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