My first litter of mice only produced one baby. I wasn't impressed with my snake food producing mice. The single baby mouse grew up into a nice breeding female for me and her mom had 12 babies in her second litter.
Sorry to hear that your babies didn't make it. Don't let this discourage you. I'm sure you will have better luck next time. Jason