I had the same problem and it took me quite a while to solve on my own, a teacher would cetainly have pointed me to the solution more quickly. I'm not sure if this is also your problem, but it sounds like.
In my case, the problem was that the angle on my bevel was too steep (sharp). When raising the bevel, I now try getting somewhat in the 70 degrees range. I lay the bicafe flat on the leather and essentialy push straight down along the edge. After, abrade well.
The reason for having an overly steep angle was mainly reluctance to give up width. Dullening the angle of the edge seems like a step backwards, but it is not. A sharp edge isonly produced when i finish the shape and sharpen the edge in a last pass.
Hope this helps.