Next-Frame Diffusion combines block-wise causal attention, consistency distillation, and action-based speculative sampling to generate action-conditioned Minecraft video at over 30 FPS on an A100 with a 310M parameter model.
Video pretraining (vpt): Learning to act by watching unlabeled online videos
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Playing with Transformer at 30+ FPS via Next-Frame Diffusion
Next-Frame Diffusion combines block-wise causal attention, consistency distillation, and action-based speculative sampling to generate action-conditioned Minecraft video at over 30 FPS on an A100 with a 310M parameter model.