I do not think that it should hurt your credit. It is actually better that you consolidate all your debt.

Just do not close those two credit cards. Keep them open because when you look to acquire a mortgage, you need to show that you have open trade lines of at least $5000, and one of them has to be open at least two years.

Paying it down as much as you can will only boost your credit score and never being late on it especially