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NVIDIA Kumo Tabular Sets a New Accuracy-Efficiency Frontier for Tabular Prediction

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huggingface | Sep 29, 2026 | Jingang Qu, Valter Hudovernik, Martin Jurkovic, Cedric Lorenz, Akihiro Nitta, DG, Federico Lopez, Ramona Bendias, Gilberto Titericz Jr, Aleksandar S. Sokolovski, Isabel Hulseman, Jure Leskovec, Matthias Fey

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Today, we are releasing NVIDIA Kumo Tabular (GitHub, HuggingFace), an open foundation model for tabular classification and regression. Context rows attend to each other, while query rows attend to context rows only. Kumo Tabular is pretrained entirely on artificial tables.

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