Get as much rest as you can, but reality is reality. See if you can get your two year old to nap when you and baby nap. (I home school our two 6 year olds, a five year old and a 10 month old, so I know what you mean!)
Do you co-sleep? Do you have enough milk to just nurse at night in-bed?