Yes, actually you can but you have to make sure you use the word correctly, in which quibble means arguing. You can say, they're always quibbling about the amount they owe, or something like that.
let's not quibble over details.
Let's not quibble over it.
The kids enjoyed trick-or-treating far to much to quibble about who owned the teddybear
Let's not quibble.