don't want to generate language also your model tends to generate out of tabular tokens if you allow that if you don't allow that you have a problem during training so it's all kind of messy what's the alternative the alternative is to go character level so let's look at character level in character level you say all right my words are obviously made of actors and characters I'm just gonna split it each character right here the white space can be a character too so I'm gonna split at each character and then I'm simply going to have a bone