A new file /etc/sysconfig/network is created and the hostname is put in it by running:
echo "HOSTNAME=lfs" > /etc/sysconfig/network
"lfs" needs to be replaced with the name the computer is to be called. You should not enter the FQDN (Fully Qualified Domain Name) here. That information will be put in the /etc/hosts file later.