Audience

Data scientists and machine learning teams seeking to perform zero-shot classification and regression on tabular data without task-specific training

About TabFM

TabFM is a zero-shot foundation model for tabular data, designed to simplify classification and regression workflows that traditionally require manual model training, hyperparameter tuning, and domain-specific feature engineering. Built specifically for tables, TabFM reframes tabular prediction as an in-context learning problem: instead of fitting a new supervised model to each dataset, it takes historical training examples and target testing rows together as one unified prompt, then interprets relationships between columns and rows at inference time. Because tables are two-dimensional and orderless, TabFM uses a hybrid architecture that combines alternating row and column attention, row compression, and a dedicated Transformer for in-context learning over compressed row embeddings. This design lets the model capture complex feature interactions and dependencies while keeping prediction computationally efficient for larger datasets.

Pricing

Starting Price:
Free
Free Version:
Free Version available.

Integrations

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Company Information

Google
Founded: 1998
United States
research.google/blog/introducing-tabfm-a-zero-shot-foundation-model-for-tabular-data/

Videos and Screen Captures

TabFM Screenshot 1
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Product Details

Platforms Supported
Cloud
Training
Documentation
Support
Online

TabFM Frequently Asked Questions

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TabFM Product Features