Increase the amount of memory for your JVM. Open eclipse.ini from the following path:
Eclipse.app/Contents/MacOS/eclipse.ini
. Edit the following variables like so. Replace 1.6 with your version of Java.
-Dosgi.requiredJavaVersion = 1.6
-Xms128m
-Xmx1024m