EFI stub kernel - Gentoo Wiki
Install the kernel on the EFI partition. However, if you do wish to pass an initramfs as a boot parameter, you still can using only efibootmgr (ie. no GRUB2). An external initramfs has some advantages over building the initramfs directly into the kernel (...