Question

Why is torque r cross f and not f cross r?

Answer 1

This is experimentally generated formula and by changing it from

$torque = r \times f \\ \\ to \\ \\ torque = f \times r$
we will get diffrent answer.

This is the main reason behind this.

Answer 2

because torque is vector quantity so it is not commutative