Author

Yian Zhao

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Preprint Aug 2026

MiniWorld: Democratizing the Training of Video World Models from Scratch

MiniWorld is presented, a reproducible framework for training streaming video world models from scratch that adopts a chunk-wise non-decreasing noise schedule and two-stage continued training to improve temporal modeling and stability and will facilitate future research on video world modeling.

Yian Zhao, Ruochong Zheng, Hongcan Guo et al. · 0 citations