You might be confusing the word unfamous with infamous. These words are commonly misused.

Word parts

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un- + famous

Pronunciation

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Adjective

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Positive
unfamous

Comparative
more unfamous

Superlative
most unfamous

  1. Not famous; not well-known about; obscure.