ORGANIZATION

Mapika

@mapika

Developer of the Decider family, the most-downloaded open System One reproduction on Hugging Face.

github.com/Mapika/decider Joined September 2026

1model

Unclaimed organization

System One lists Mapika’s public models here, with their original licences, until someone from Mapika runs this page. It is not Mapika’s own account.

The most-downloaded open System One reproduction. Merged Qwen3.5 fine-tunes, trained on about 95 public decision sets, then calibration-aware RL and a rank-64 LoRA, that softmax letter logits at an answer slot.

choicescorenoulclassifyroutedeciderapache-2.0
0 0acc 80.2%p50 3.2ms3 hours ago