How do we know which oxidation state of the transition elements will be more stabe and which ones are less stable??

we have to see the elctronic configuration and we should also keep in mind that configurations having half-filled and full-filled orbitals are more stable.
As we go down the group the lower oxidation states are more stable.
For details, please read a text-book.