He definitely did. He was a keen pipesmoker, and very definitely not a stoner. (edit: I think he even pins it to "a plant of the genus Nicotiana" or words to that effect in the LotR appendices)

Peter Jackson's presentation of it in the movies though... yeah. No ambiguity there. His hobbits were blazed 24/7.