"Your father almost forgot to take money with him!"
This sentence translates "almost forgot" as "几乎忘记“. Another senntence in this lesson translates "almost forgot" as "几乎忘记了“ with the 了 required. Why? What's the difference? It makes more sense to me with no 了, since the action/situation of forgetting didn't happen.