Is it possible to I get fat by eating a lot of high fiber foods?

Yes. High fiber foods are great but if you eat too much of any food, the number of calories you intake can exceed the number of calories you burn in a day. And that can lead to gaining weight. So do stick to foods that have a lot of fiber but also eat in moderation.