If you want to create your own template in joomla, then simply download this installable blank template zip file and follow following steps :
1) First Unzip the file.
2) Change xml file according to your template
3) change directory name also according to your template name.
4) And make zip file of all files.
Compatible with Joomla 2.5 and Joomla 3.x