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message: "If you use Pluto-2.1, please cite this release."
title: "Pluto-2.1: A 1.7B Standalone Decision Model"
authors:
- name: "Omida AI"
year: 2026
license: Apache-2.0
url: "https://huggingface.co/omida-ai/pluto-2.1"
abstract: >-
Pluto-2.1 is a 1.738B-parameter standalone typed decision model. It returns
calibrated probability distributions for choice, noul, and score questions in
one forward pass. It is initialized from Bosun 3.1 1.7B and Qwen3-1.7B, merged
into a self-contained checkpoint, and evaluated head-to-head against d1-2B on
Typed Decisions and a matched DecisionBench subset.
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