I think it depends on the personality of the big dog. If you do get one maybe adopt an older one so you know its personality. My yorkie grew up with a lab and they got along great but the lab was also already 3 and I knew he was gentle with small things. Also big dogs can be cuddle bugs so beware of that too
Good luck!