head for the hills
verb
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To travel to a higher elevation, especially to a rural region on vacation.
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To go to a safe place; to seek refuge; to flee.
make one's escape
How often have the words head for the hills and make one's escape occurred in a corpus of books? (source: Google Ngram Viewer )