This is a systems engineering preprint describing a novel RL training infrastructure optimization; it has not undergone peer review and reports computational performance metrics rather than clinical or validated scientific outcomes.
Reported
Goodput improvement vs synchronou…5.6×
Goodput improvement vs asynchrono…33%
KV cache hit rate improvement1.58×