Palette: Small Model Builds Decks in Design Language

It simulates human workflow by splitting design and layout tasks between designer and coder roles. The model learns through synthetic data generated with a teacher model, including detailed design rationales and counterfactual reasoning. Each output is validated and corrected by a harness that detects layout errors, feeding improvements back into training. It achieves top performance on two of three domains in PresentBench.

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