NVIDIA Open-Sources Tabular Foundation Model Kumo Tabular
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NVIDIA has released the open-source tabular foundation model Kumo Tabular, now on Hugging Face. Given labeled tables, the model predicts labels for new rows in a single forward pass with no training, tuning, or feature engineering; it supports classification and regression, is Transformer-based with column, row, and in-context attention, and was pretrained entirely on synthetically generated tables.
Excerpt from Hugging Face Blog
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- Hugging Face BlogSelectedNVIDIA Kumo Tabular Sets a New Accuracy-Efficiency Frontier for Tabular Prediction
NVIDIA has released the open-source tabular foundation model Kumo Tabular, now on Hugging Face. Given labeled tables, the model predicts labels for new rows in a single forward pass with no training, tuning, or feature engineering; it supports classification and regression, is Transformer-based with column, row, and in-context attention, and was pretrained entirely on synthetically generated tables.