Because 'fast' has the same form for adjective and adverb, it is not so happy as the latter except in informal situations, and generally as a postmodifier. I would suggest that replacing it with 'rapidly' or 'quickly' would be the better part of valour. One exception that springs to mind is the collocation 'fast becoming', as in 'Mozilla is fast becoming the browser of choice'.
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