PID tuning an Ender 3 v3 SE

How do we apply the tuning to the machine? I’ve run tuning with pronterface a few times now but my nozzle still won’t hold temp so the print can start. It’s the upgraded hot end and is still pretty new (a few months old.)

Do we need to copy a config file to the firmware? Just leave it sitting on the SD card?