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OpenDecider: distilling calibrated "System One" decision models from open teachers, evaluated head-to-head against Laya and TypeSafe's Jev

TL;DR: Two small open models (400M encoder, 4B decoder+LoRA) that answer typed decision questions (choice / ordinal score / yes-no) with calibrated probabilities, distilled from two openly licensed LLM teachers. On typed-decisions, the 400M model scores 0.796 vs 0.766 for Laya's fine-tuned checkpoi…

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Timeline · 2 reports

  1. 2026-09-27 13:22 · r/learnmachinelearning
    OpenDecider: distilling calibrated "System One" decision models from open teachers, evaluated head-to-head against Laya and TypeSafe's Jev
  2. 2026-09-27 13:19 · r/machinelearningnews
    OpenDecider: distilling calibrated "System One" decision models from open teachers, evaluated head-to-head against Laya and TypeSafe's Jev

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