openJev-verdict-2.0

What it does

A 151M non-autoregressive decision model pairs typed outputs with benchmark receipts, calibration analysis, and browser-oriented artifacts.

How you can use it

Start by collecting sample customer messages, invoice alerts, or security notes that need sorting. Write down the exact choices your app must pick between. A developer can then launch the project's local browser demo so you can test how the model sorts real examples.

Your developer can connect this sorting system directly into your workplace tools to organize tasks without sending private data to cloud services. Automated labels can still make mistakes, so always have a person review sensitive financial or security actions.