# Mapika/decider

<https://repo.masters-masters.com/en/repos/Mapika/decider>

[Home](https://repo.masters-masters.com/en) › [Mapika](https://repo.masters-masters.com/en/owners/Mapika) › [decider](https://repo.masters-masters.com/en/repos/Mapika/decider)

Mapika/decider has 1,170 stars on GitHub. Its RepoMasters card: Beta tier. A family of System One-style models fine-tuned from Qwen3.5, designed for one-pass…

| Field | Value |
| --- | --- |
| Owner | [Mapika](https://repo.masters-masters.com/en/owners/Mapika) |
| Stars | 1,170 |
| Forks | 53 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | Apache-2.0 |
| Created | 2026 |
| Tier | [Beta (700 to 1,999 ★)](https://repo.masters-masters.com/en/ranks/box_office) |
| View on GitHub | [Mapika/decider](https://github.com/Mapika/decider) |

## Repository

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

The tier for repos with 700 to 1,999 ★. Published odds per card pulled: 6%. Rarity: Rare.

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Data: GitHub · Illustration: the project’s public image, pixelated by RepoMasters.