If that is earned income and your dependents are Qualifying Child(ren) then, yes, you should file. You won't have any tax liability but probably get some Earned Income Credit.
**Disclaimer: This post is for discussion purposes only and is NOT tax advice. The author takes no responsibility for the accuracy of any information in this post.**