My tennis racquet grip is too large for my hands?

Idiotically.. I've finally realized my grip on my racquet is too large for my hands after using a friend's racquet with a smaller grip. I noticed I played a lot better with a smaller grip (had more control). Can I do anything to help the large size? Maybe take off the grip and replace it with thinner grip? I don't know, can I do anything?