Hi
The installer maybe damaged have you tried the following
Trying a different installer
Booting into internet recovery (on start up hold ***cmd + option + R)***
Booting into recovery(on start up hold ***cmd + R )***
I would try these options as one of them usually works for me when I have issues with a macOS install
Hopefully this helps
Any questions please ask
Thanks:-)