They mean two different things, so you can't choose based on your question:
We almost forgot this event. We nearly forgot we were supposed to go; lucky we remembered at the last moment. Or, looking through a photo album, you might point to a picture and (maybe) say this.
This event is now fading from our memory.
This event has almost faded from our memory. We barely remember this event -- soon we may not remember it at all.