When counting a partial volume-based item on the iOS app, the amount remaining displays in either ml or oz depending on your preferences.
To change your preferences:
On the home screen, tap the “More” button on the bottom menu bar
Tap “Inventory Settings”
Use the "Partial measure" toggle to select Ml or Oz