Have you tested your water? If so, what are the results?
Did you add them all at once? Even if you didn't, 18 rosey reds is majorly overstocking a 10 gallon tank. I wouldn't keep 18 rosys in anything smaller than a 55 gallon tank. Adding them all at once also overloads the filter, and shock...