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Achieving high-quality video generation with a staggering \(\sim67\times\) reduction in computational costs could revolutionize the efficiency of video diffusion models.
High-quality mobile video generation is now possible with a 5B-parameter model, challenging the notion that smaller models are necessary for mobile applications.
Standard distillation methods falter in visual autoregressive models, but VarKD redefines the approach, achieving superior performance by intelligently managing teacher supervision.
