My father quit smoking.

Literal

Father [topic-は] tobacco [object-を] stopped.

煙草 (sometimes written たばこ or タバコ) means 'tobacco/cigarettes.' 止める (やめる) means 'to quit/stop.' Brief and direct — one of the simplest ways to say 'quit smoking.'