On the night of his and Frodo's birthday, Bilbo announced his intent to turn his home and estate over to Frodo, put on the Ring and vanished from sight.
On the night of his and Frodo's birthday, Bilbo threw himself a party and invited all of the Shire. He then gave a farewell address to his neighbors, at the end of which he put on the Ring and vanished from sight.