Open-source implementation and research project inspired by TypeSafe's Jev and System One. Trains and serves spark-s1 models on DGX Spark, with JevBench evaluation, tool-call safety, and a decision-data factory.
该仓库是一个深入研究 TypeSafe Jev / System One 的开源实现项目，包含模型训练、JevBench 评测、与 Jev 的对比实验、工具调用安全评估及决策数据工厂，实质内容充分。
JevalsJevals/jevals-dataIndependent benchmark data comparing TypeSafe AI's Jev (System One model) against LLMs on decision score, accuracy, calibration, cost, and latency for typed tasks.
NearCaiNearCai/JevLightA CityFlow-based traffic signal control framework that evaluates TypeSafe Jev and OpenAI-compatible LLM controllers alongside rule-based and reinforcement-learning baselines through the same simulation pipeline.
choxoschoxos/jev-reviewerUses TypeSafe AI's Jev/System One model (jev-1.13.0) to locate verbatim evidence in trial reports and supplements, supporting RoB 2, ROBINS-I, QUADAS-2 templates; files are processed locally in the browser.
