This is the second (alpha) version in the hadoop-2.x series.
This delivers significant enhancements to HDFS HA. Also it has a significantly more stable version of YARN which, at the time of release, has already been deployed on a 2000 node cluster.
Please see the Hadoop 2.0.2-alpha Release Notes for details.