Upgrading TMs leads to huge increase in file size - any remedies?

We have upgraded quite a large TM to Studio 2017 and experience a file size gain of more than 100% (800 MB to about 2 GB). Is this expected behavior? Why does the upgrade lead to such a jump in file size? Is there any way to avoid this file size gain?