Do fast learners have a short attention span?

I am facing a similar problem. I can do focussed work for short period of time like over 1-2 weeks and 1 month.

But it's very difficult for me to be consistent in thia.

Matlab kuch bhi

I have seen many fast learners they have problem in long term memory retention

No correlation