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Copernicus 31B decision model

Copernicus 31B supplies structured decisions and a System One server. Text runs in Transformers; image support needs a compatible SGLang backend.

By Poindexter Labs · Hugging Face package release: 4 Nov 2026

A structured-decision checkpoint with a supplied System One server that scores answer-label probabilities. Its Transformers backend reads text; images and experimental boxes require a compatible SGLang backend. Example probabilities are explicitly illustrative, and the card supplies no measured calibration result.

Quick answers

What is Copernicus 31B by Poindexter Labs?

Copernicus 31B: A structured-decision checkpoint with a supplied System One server that scores answer-label probabilities.

Copernicus 31B facts · Source: huggingface.co ↗

Who makes Copernicus 31B?

Facts

Size
Approximately 31B parameters
Inputs
Text or JSON; image support depends on a compatible SGLang backend
Questions
Up to 64 per request in the reference server
Licence
Apache-2.0, according to the card
Access
Weights, copernicus_server.py and copernicus_layout.py

Claims and sources

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