Models
Karti-Small-RSI-3B is Lumbridge's compact local agent family for Veronica, Hermes, reliable tool calling, and offline operation.
The recurring RSI loop collects reviewed traces, verifies them, trains a bounded checkpoint, evaluates held-out behavior, and turns the resulting evidence into the next improvement cycle.