Reasonable vocabulary size?

[robinsloan]

Hi there: excuse the very basic question, but what's a reasonable vocabulary size for this model? Running my current corpus through the script's preprocessing step, I get ~1M words, which sounds like quite a lot to me -- but I really don't know much about these models. What should I be aiming for?

Thanks for your consideration!