When mice have baby's will they eat them like some hamsters do?

It's a possibility, but animals will only eat their young if they are extremely stressed during or shortly after giving birth, or if there is something wrong with the young (animals can often tell if their young are unhealthy in some way, even if they appear normal to human eyes). They will not eat their babies just because they're hungry or anything like that.