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decider

A family of System One-style models fine-tuned from Qwen3.5, designed for one-pass typed decisions with calibrated probabilities.

1.2k ★ on GitHub

What it is

Ten text games and Super Mario Bros, each move one typed decision over the legal actions; see decider/games/ and docs/HISTORY.md.

Getting started

From the README:

pip install decider-ai                                     # or: git clone https://github.com/Mapika/decider && pip install -e ".[serve]"

Where the decision sits

decider calls the hosted decision API rather than running its own weights. That keeps the project small and means its behaviour moves whenever the vendor ships a new model version. It also means an API key and a network round trip sit in the path of every decision.

Models it references: Jev, decider-0.8b, decider-2b, decider-2b-vision, decider-35b-a3b, decider-35b-a3b-nvfp4.

How active it is

Created 2026-09-16, last pushed 2026-10-20, 1,170 stars and 53 forks when we read it on 2026-11-02. Everything in this category is weeks old at most, so a stale push date means something different here than it would on a mature project. Check the repository before you depend on it.

Find out what your data actually supports

We turn your historical decisions into a frozen test set, then tell you which model, which threshold, and how much of it you can safely automate.