Unable to install Ubuntu 16.04 on Lenovo YOGA 710

I've been trying to install Ubuntu 16.01 since the last two days on dualboot with windows 10 on a seperate partition. At first, it got installed but wouldn't always boot on and got stuck on the bootscreen animation and would boot only 1 out of every 4 or 5 times I tried to boot it up. After that, I wen to windows and deleted that partition and tried to install ubuntu 14.04. It installed but didn't show the wifi networks so I removed that too and now I'm unable to install any version, every time I boot into the usb drive, it gets frozen at the ubuntu boot screen and doesn't proceed to the setup. My Windows is working perfectly smooth. Device config: Intel core i7 skylake 8G ram 256 ssd Used both rufus and Universal usb installer for creating the live USB