“I was wondering suppose a human reaches Sotapanna stage and dies to be born as a human again or in some other bhava, how does he/she remember the Dhamma that was learned from the past life?”
The same way that a child remembers a past life.
– The only difference is that a Sotapanna’s mind will never lose that “knowledge” whether born as a human or deva.