groups of 3 or 10 or whatever and then make some decisions about how to grid them Ciotti hue is actually done but we no need to decide on how many symbols or which symbols win we're doing this for we're going to encode every possible symbol sequence by mixing into a distribution it'll show an example very soon and this works for training over there and is extremely compatible with all aggressive models so let's take a look let's take a look at an example we have a alphabet with two symbols a and B probability of a is 0.8 probability of E