My 2 months baby is always crying when she is awake and she sleeps few hours only, is this normal?

Not unusual. Many baby crying when she wakes up. Once you change diaper if is wet or feed her then she stops crying. This is good.Many baby only sleeps 2-3 hours like a clock. Do do not be alarmed.