There is no late fee for those taxpayers who file their return under basic limit means below 2.5L The late fee will only levy when you cross the basic limit.
if you don't have taxable income then there's no late fees, but if your total income exceeds 2.5 l but below 5 l, then you need to pay minimum 1000 as late fee