The FHA Streamline Refinance Loan does not get rid of PMI. Every FHA loan requires mortgage insurance, regardless of whether it’s a purchase or Streamline Refinance. However, you may be eligible for a refund of your upfront mortgage insurance premium (UFMIP). That’s if you use the FHA Streamline Refinance within three years of getting the original loan.