Benchmarks & research

Standard One and Standard One SH

Standard One runs yes/no, choice and score questions on open 3B or 8B models; its SH variants handle several questions over one input in a joint pass.

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Source screenshot of Standard One and Standard One SH — SOURCE SCREENSHOTFull screenshot ↗

What it does

The Apache-2.0 family offers yes/no, choice and score outputs through a System One-shaped service. The v4 SH results are the maker's own runs of the public Decision Index subset, not verified full-board scores. These are separate models from TypeSafe's Jev.

How you can use it

Use the supplied local server when you want fixed-choice answers without sending the scenario to a hosted model. Choose an SH version for several questions over the same text, and keep the documented prompt format: adding a default system message changes what the trained head reads.