You could reprocess the dumper output before storing it by replacing any sequence of one (or two) or more spaces by a single space:
$dumper_output =~ s/ +/ /g;
The result will not be pretty, but you'll save quite a bit of space.
Or you could use a module more dedicated to what you want to do than Data::Dumper, such as, for example Storable, which produces a more compact output.
Update: crossed out my first suggestion because, as pointed out by Anonymous Monk below, it might mess things up is either keys or values of the hash have multiple spaces.
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