A mid-sized mixture-of-experts model that activates only 3 billion parameters per forward pass despite housing 30 billion total, making it unusually efficient for its reasoning depth. It operates in an explicit thinking mode, working through problems step-by-step before committing to answers — a trait that shows most clearly on multi-step math and logic tasks. The trade-off is verbosity: responses can be lengthy when a concise answer would suffice.