You should review your Lease Agreement thoroughly to determine if there is an early termination clause.  If there is one, you should follow the terms of the clause regarding prior notification to the landlord.  If there is no provision in your Lease Agreement for early termination, discuss your concerns with your landlord.  Abandoning the property will not resolve the issue and may cause you additional expenses or legal problems.