How would I find the weight I want?

You are close to perfect height and weight. For 5' you add 100 lbs, for each inch you add 5-8 lbs depending on body structure. Body structure is combination of muscular tissue and body fat. I'm sure you look really fit as you are right now. I consider you slim, trim and fit with your weight.