Yes.
The main point is to think and reflect without the distraction of the modern world around you.
I would also fast in this situation, drink only black coffee during the night and eat something in the morning, but if hunger becomes too distracting, then eat.
Also don't forget to bring other basic necessities and something for protection.
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