QwQ 32B

QwQ 32B thinks out loud — it works through problems by generating extended internal reasoning chains before settling on an answer, which makes it unusually strong at math, logic, and multi-step problems for its size. It can be verbose and occasionally second-guesses itself mid-response, but that deliberate, exploratory style is precisely what gives it an edge on hard reasoning tasks. A 32B model that punches noticeably above its weight class when given room to think.