Works for me.
Can you open https://raw.githubusercontent.com/damellis/attiny/ide-1.6.x-boards-manager/package_damellis_attiny_index.json in your browser?
There should be a more informative error message shown in the black console window at the bottom of the Arduino IDE window after you close Boards Manager. Post that here using code tags (</> button on the toolbar).