"Happy birthday babes! You make me want to be better everyday! The way you live you life is so attractive," the 25-year-old wrote.
"Ps you turn me on in every way. Next season BABIES."
Baldwin is definitely on the same page, previously telling Vogue Arabia: "I love kids and I can't wait to have my own. I would say now that's a closer reality."