It's often used as a term of endearment for a romantic partner, similar to "honey", "babe", or "sweetheart".
Here's how it's commonly used:
* "My bae is the best."
* "Going to the movies with bae tonight."
* "Happy birthday to my bae!"
While it's primarily used romantically, "bae" can sometimes be used for close friends or family members as well.