Here's the full stack as of 2013.
"We're a LAMP based stack (Linux Apache MySQL PHP) with Scala for our many services. Other pieces of tech we use currently in production are Memcached, Varnish and Redis."
http://smcdermott.tumblr.com/post/46847264498/what-language-is-tumblr-written-in-all-php