Yes, the resulting model is very large!
However, what’s exciting is that it builds on the great work before it, such as GPT-3 or ChatGPT. These general purpose models know English and can answer in the general vicinity of your tasks.
We take it to the next level to teach it to understand your company’s language and specific use cases, by using your data.
This means it will do better than a general purpose model on tasks that matter to you, but it won’t be as good as a general purpose model on generic tasks without any data, e.g. putting together a grocery list (unless that’s what your company does).