Mizan v3 · 3B

Tools

• mizan_v3_3b_decide Decide typed questions about a record, with calibrated probabilities. Mizan v3 is a decision model, not a chatbot: it reads a record (``state``, any JSON value or plain text) and a set of typed questions, then returns a calibrated probability for every allowed option in one forward pass — no text generation. Question types: ``choice`` (pick one of named options), ``score`` (ordered levels, lowest first) and ``noul`` (yes / no). Questions can be in Persian or English and can be ones you write yourself; routing policies and rubrics placed inside the record are followed. Returns: A tuple ``(bars_html, response)``; ``response`` matches the model's, ``/v1/systemone`` body: ``answers`` per question (choice + confidence +, probabilities, or noul probability, or expected score level + legend), plus token usage.

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