The format you first obtained the book in will be the most authentic. A conversion isn't necessarily going to keep everything it should.
Paper is the only format with a proven lifetime of more than, let's say, 20 years. OK, maybe there are some plain text data files that have been around for 50 or 60 years, but I definitely have paper books older than that.
