Open reproductions

openjev-lm

@DECRUX98121PythonNOASSERTIONupdated 2026-09-18

open-Jev LM arm: Qwen2.5-0.5B + LoRA reproducing a hosted decision model's judgment at 92.9% on hand-labelled gold - trained overnight on a 6-vCPU CPU-only host, $0/call. Paper, corpora, harnesses, receipts.

DECRUX9812/openjev-lm

Where it calls Jev

j = row.get("jev")

openjev/audit.py:134

The link points at the commit we read, so the line number still holds.

This one cannot run here

Its question set is assembled at runtime, or never written out literally in the code, so there is nothing to lift. The source link above will show you.

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