Mt. Peace Cemetery, St. Cloud, Osceola County, Florida Leave a Comment / 1 minute of reading / OsceolaMt. Peace Cemetery is located in the city of St. Cloud, Osceola County, Florida. More than 6,500 individuals have been buried in this 18-acre cemetery, which was once known as “Soldier City” because of the large number of veterans interred there.