some meats University of Toronto static website from like 20 2011 so the next male like not like quick question when you look at character level models versus word level models can you directly compare the perplexity uh if you're careful yes so you know it in the limit these are both just predicting a sequence and if you set it up correctly you could just like you know here would be the simplest way to do it with a character level model sorry I should clarify you can go one way so you can you can compute for a character or byte