I just used super glue with the washer. Then the magnet just sticks to the washer without glue. I stack two magnets. Also, my fan is pretty weak too, but it's still enough to spin the stir bar in 1500 mL.
“In Vino Veritas, In Cervesio Felicitas” — Anonymous