Is there a way I can also set some label text for each steps in the HTML5 type=range control. Basically I have a range control
You can use jSlider. Its a jQuery slider plugin for range inputs.
https://github.com/egorkhmelev/jslider
Just check out the demos and documentation. Hope this helps.