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Hugging Face Papers lists SolarRenderer, a few-step structure-conditioned video renderer

SolarRenderer adapts a frozen MiniMax-H3 33B backbone with two LoRAs and renders in four steps, 12.3 times faster than 50-step sampling. A block-causal variant renders 768p video in real time.

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Claude How

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