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Wire brush or a dremel if you have one, get rid of it, rust begets rust.

I have the same hatchet head, it can get sharp but honestly don’t like it as much as my other axes.
Step one: go and mug a big bottle of white vinegar, put the axe head in a dish, even chop up a 2L...