After a few minutes I was off to the races. After booting into the 'install Mac OS' partition, the loader started for a bit and then the spinner completely stalled half way through.
The issue is due to booting with the Nvidia card. To solve this issue, I completely removed my graphics card from my case and used my Intel iGPU to continue the installation.