Pretty simple.
Eli, after being released/escaped, returned to the only place he could go to, home. Where else would a 12 year old go?
Before he realised it, he had nommed his mum, or dad, or both in vampire mode.
Not very romantic, but quite logical.
What happened with Oskar's parents
