Reproduction of Jev that turns any Qwen model into a fast decision model, serving the same `/v1/systemone` schema (Choice, Score, Noul) with no training and no generated answer text.
Read Chinese translation
项目自述为 Jev 复现：无需训练、不生成答案文本，将 Qwen 模型转为快速决策模型，并提供相同的 `/v1/systemone` 接口结构（Choice、Score、Noul）。
These projects explore Jev-like interfaces or open implementations. They are independent efforts, not official TypeSafe releases or verified reproductions of its proprietary architecture, RLCD training, or calibration.
Directory and research sources
Provenance is retained from the previous edition. This edition did not install or re-audit the project.
cobanov/awesome-jev →fatwang2/awesome-jev →