Mom isn’t off-duty until everyone is fed, bathed and asleep.
When you come from work, remember that her day is still far from over. You can help by grabbing take out, or making dinner once in a while. Take over the bedtime routine with the kids so she can slow down.
Make crashing on the couch together your goal.