Tips to memorize F2L algorithms?

I am having a hard time remembering all these algorithms. I remembered the beginner algorithms with ease, but there are so many algorithms in the F2L method that I just can't seem to remember any of them. I usually solve the cube over and over while looking at the algorithms, but they don't seem to stick. Any tips?