Scaling Laws for Autoregressive Generative Modeling

TM
Trevor McFedries
@trevvyboi

We identify empirical scaling laws for the cross-entropy loss in four domains: generative image modeling, video modeling, multimodal image$\leftrightarrow$text models, and mathematical problem solving. In all cases autoregressive Transformers smoothly impro...

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Uploaded Jul 10, 2026
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