Yes, you do. TN has no state income tax, so there is nothing to file for TN, but since you work and earn income in MS, you must file a non-resident tax return for MS.
https://ttlc.intuit.com/turbotax-support/en-us/help-article/printers-printing/file-nonresident-state...
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