When I add variations, ie. different Size/Models, the fields keep blanking out

The Size/Model fields do not accept quotations (' or ")

In this example, when the page is saved, all of the Size/Model information will be stripped out left blank.

If you want to use quotations, you can use them in the Product Description field. See example below.