When I was potty training, and just for basic commands and stuff, I used Old Mother Hubbard's training bits. They are red, yellow, and brown (chicken, liver, and something else, can't remember), and they are very small. My dogs loved them.
Petco sells them in a small purple bag, but my other pet store sells them by the pound.