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The word, meaning "tiny" or "very small," comes from French and Latin. It is tempting to write "mini" as the first four letters because of that definition. According to this site, some dictionaries are open to the "mini" spelling, and the dictionary on my computer recognizes the "mini" version as a non-standard spelling.
The AP Stylebook, however, prefers the traditional spelling. So do I.