The hike to the summit of Blue Mountain itself is not for the inexperienced and will take a full day; if you want to see the sunrise, start out at 2am to reach the summit in time to greet another Jamaica day (see page 92).
You should avoid the summit of Blue Mountain if you are a beginner in hiking.