Does magnitude means the numerical value that we use for that physical quantity?
After a bit of thinking I myself found the answer.
Let us consider example:
mass of an ant is 1000 milli grams. mass of an elephant is 1 ton.
If just number was taken as magnitude then magnitude of mass of ant would be greater than that of elephant. Which clearly shouldn't be.
So magnitude is number along with units.