Replacing the emmc

I am planning to replace my Chromebook Pro Emmc from 32GB to 128GB.
I am wondering do I need to clone my emmc before replacing? Is the UEFI installed on the EMMC or it is on some other EEPROM?

the system firmware is on a SPI flash chip, not the eMMC

Thanks! In that case I can just replace the chip.