I strongly second this advice, I have been able to negotiate rent increases down on multiple occasions. If you're a good tenant who pays on time and doesn't cause any problems, the value of keeping you in place might outweigh the extra thousand per year or whatever for your landlord.

The worst that can happen is they say no.