Gardaí found a sub-machine gun and four handguns in Coolock this afternoon.
The discovery was made after officers chased a suspect in his 20s, who was stopped during a routine operation.
He fled the vehicle he was driving, leaving the backpack full of guns behind him.
The firearms will now be forensically examined.
Gardaí are still searching for the suspect and say investigations are continuing.