Yes do it , the reason is simple , like you said they will not be productive. To cut them will redirect the energy to the tops and so you’ll get a better yield as the plant will only focus on the most productive parts.
Moreover you are on week 2 of flowering when the plant is starting to focus on the bud production, it’s a good window to do it