TabFMGoogle
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Related Products
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About
What if the CRM software at your company doesn’t integrate with any existing customer survey service. With Gridoc, you can use your preferred customer survey service, and merge collected data with your existing CRM database using Join Tables feature. Several contractors are doing market research for your company. Even though you specified the required format of data, each contractor provides you with slightly different order of columns in their report spreadsheets. With Gridoc, you can merge these spreadsheets into single table using Combine Tables feature that will correctly identify and align columns from different files, sparing you from error-prone manual copy&pasting and fixing the data. One of the inputs into company’s next marketing campaign is a list of purchased products per customer. The e-shops reporting feature is clunky and has only limited functions. On the other hand the list of transactions can be easily downloaded from the e-shops admin interface.
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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
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Audience
Companies seeking a solution to upload and combine any number of CSV or Excel files.
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Audience
Data scientists and machine learning teams seeking to perform zero-shot classification and regression on tabular data without task-specific training
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Support
Phone Support
Supported
24/7 Live Support
Not Supported
Online
Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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API
Offers API
Not Supported
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API
Offers API
Not Supported
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
No information available.
Free Version
Supported
Free Trial
Not Supported
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Pricing
Free
Free Version
Supported
Free Trial
Not Supported
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Supported
In Person
Not Supported
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationGridoc
Founded: 2013
Slovakia
gridoc.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 |
Categories |
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Data Management Features
Customer Data
Supported
Data Analysis
Supported
Data Capture
Not Supported
Data Integration
Not Supported
Data Migration
Supported
Data Quality Control
Supported
Data Security
Supported
Information Governance
Not Supported
Master Data Management
Supported
Match & Merge
Supported
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Integrations
No info available.
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Integrations
No info available.
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