Your university may have childcare bursuries. (At mine, these are means tested and I didn't qualify as my husband works.) As far as I could see, government childcare benefit is only for undergraduates. Consequently, almost my entire grant is eaten up by part-time nursery fees.
Not sure about funding bodies. I had my daughter during my PhD so there were no dependents on my funding application.