How to Install Ubuntu on a Lenovo MIIX 300-10IBY

I own a Lenovo MIIX 300-10IBY 2in1 laptop. It came with windows 10 that nowadays barely works. I decided on installing some distribution of Linux, maybe ubuntu or lubuntu. The problem is that despite its 64bit Intel Atom chip it is equipped with a 32bit UEFI. With a bootia32.efi file, the USB stick boots fine and the installation of the system completes but after reboot the freshly installed system doesn't boot. I tried many tutorials on the internet and already asked on a few forums but didn't succeed in fixing this mess. I am open to any suggestions and commands to try, maybe someone here has already dealt with this type of thing?

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