How do I setup duplex printing on this printer?

In your software program, go to File > Print then Properties or Preferences. Select Finishing tab and enable Print on Both Sides (Manually), finish by pressing OK.

From the official HP Laserjet M1319 Multifunction Printer manual, page 6

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