▌system-one

~ / open-implementations / trained-replicas / watersheep

WaterSheep

ModernBERT-base fine-tune with a decision head that answers noul / choice / score and also multi-label questions, with a fitted temperature per question type. Publishes its held-out numbers: 61.2% accuracy and 0.043 ECE on datasets it never trained on. Apache 2.0 code and weights; serves TypeSafe /v1/systemone, so the official SDK works by repointing TYPESAFE_BASE_URL, and an ONNX build runs in the browser.

section
Open Implementations
group
Trained replicas
source
github.com
repo
samratduttaofficial/watersheep
stars
12 ▕███░░░░░░░░░▏
7-day gain
+8
forks
3
language
Python
license
Apache-2.0
last pushed
oct 10
added to list
oct 5

## history

2026-09-270 → 12 stars2026-10-13

also in Trained replicas