Port

Port

Port IO
TabFM

TabFM

Google
+
+

Related Products

  • NeuBird
    2 Ratings
    Visit Website
  • Serviceaide
    244 Ratings
    Visit Website
  • Pensero
    3 Ratings
    Visit Website
  • Codemagic
    138 Ratings
    Visit Website
  • Grafana Cloud
    861 Ratings
    Visit Website
  • Kasm Workspaces
    127 Ratings
    Visit Website
  • Freshservice
    2,173 Ratings
    Visit Website
  • Flagsmith
    43 Ratings
    Visit Website
  • Gearset
    305 Ratings
    Visit Website
  • JS7 JobScheduler
    1 Rating
    Visit Website

About

Port is a platform for building no-code, holistic, Internal Developer Portals. Port's software catalog covers microservices, resources, custom assets and fits any data model, with in-context maturity scorecards. Its portals support any developer self-service action and workflow automation.

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.

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

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

Audience

DevOps, platform engineers, DevEx people, cloud architects

Audience

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

Support

Phone Support Not Supported
24/7 Live Support Supported
Online Not Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Please see full pricing on our website
Free Version Supported
Free Trial Not Supported

Pricing

Free
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 5.0 / 5
ease 5.0 / 5
features 4.7 / 5
design 5.0 / 5
support 5.0 / 5

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Pros & Cons from Real Users

Pros

  • We spent quite some time looking for an internal developer portal, part of our platform engineering efforts, setting up new patterns and getting software delivery faster. This was by far the most advanced technologically and fit our needs since it can easily create a service catalog for K8s.
  • We chose this tool to provide developer self-service to our developers - we needed to both reduce the amount of tools the developers need to use and also to reduce developer error and waiting times for devops and SREs to service tickets. This is already a huge difference, with developers setting up ephemeral environments and asking for temporary permissions to resources.
  • This developer portal solution is a fantastic tool for managing and organizing all of our API documentation. The user interface is intuitive and easy to navigate, making it simple for our developers to find the information they need. The ability to customize the layout and branding of the portal is also a huge plus. Overall, this developer portal solution has greatly improved our team's efficiency and productivity. Highly recommend it to any organization in need of a robust API documentation management solution.

Cons

  • Needed to write more Jsons than we planned to, actually submitted a feature request to change this.
  • Some features we’ve asked for, like customized scorecards are still in the roadmap.
  • One minor con is that the search function could be improved to include more advanced filtering options.

Training

Documentation Supported
Webinars Supported
Live Online Supported
In Person Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Port IO
Founded: 2022
Israel
www.port.io

Company Information

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

Alternatives

Alternatives

TabPFN-3.5

TabPFN-3.5

Prior Labs
Evo 2

Evo 2

Arc Institute

Categories

Categories

AI Models Supported
Foundation Models Supported

Integrations

Amplication Supported
Argo CD Supported
Bitbucket Supported
Codefresh Supported
GitHub Supported
Grok Bot Supported
Kubernetes Supported
OpenCost Supported
Terraform Supported

Integrations

Amplication Not Supported
Argo CD Not Supported
Bitbucket Not Supported
Codefresh Not Supported
GitHub Not Supported
Grok Bot Not Supported
Kubernetes Not Supported
OpenCost Not Supported
Terraform Not Supported
Claim Port and update features and information
Claim Port and update features and information
Claim TabFM and update features and information
Claim TabFM and update features and information