TabFMGoogle
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About
All Data. All Industries. All Decision Making. Petuum accelerates and simplifies AI solutions so your enterprise can deploy it easily and maintain it effortlessly. Our award-winning scientists help you unlock the transformative benefits of artificial intelligence. Our expertise in tackling the most complex problems helps you find answers to the toughest challenges in the shortest period of time. Harness any data- tabular, unstructured, semi-structured, images, video, audio, streaming to implement practical AI solutions. Recraft, recombine, reuse datasets and models on the fly. Drop in, join and scale any model with support for commonly used frameworks. Leapfrog your competition with advanced AI capabilities that drive growth, create new opportunities and position your business for the future.
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About
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.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
All industries that want to accelerate AI solutions
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Audience
Data scientists and analytics teams that need accurate tabular classification and regression without repetitive training, tuning, and feature-engineering work
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
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Pricing
No information available.
Free Version
Free Trial
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Pricing
Free
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationPetuum
Founded: 2016
United States
petuum.com
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Company InformationGoogle
Founded: 1998
United States
research.google/blog/introducing-tabfm-a-zero-shot-foundation-model-for-tabular-data/
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Categories |
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Integrations
No info available.
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Integrations
No info available.
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