Did the Beatles sing a song called Loving You?

Yes, the Beatles recorded a song titled "Love Me Do," not "Loving You." It was their debut single released in 1962 and became a chart-topping hit in the UK. The song was written primarily by Paul McCartney and credited to the Lennon–McCartney songwriting partnership.