Google's TabFM brings zero shot prediction to BigQuery

Описание: Google introduced TabFM on June 30, a foundation model that promises machine learning on spreadsheet-shaped data with no training step, no hyperparameter tuning, and no feature engineering, and it is coming to BigQuery as a one-line AI.PREDICT SQL command.1 The pitch is real and the underlying model is a genuine advance. But the benchmark doing most of the persuading is a chart image inside a blog post, and TabFM’s own documentation draws limits that decide where this actually helps. Read as a data engineer rather than as a headline, TabFM is a useful new tool with a narrow sweet spot, not the end of the tuned gradient-boosted tree.