The fed has a dual mandate to maintain full employment and keep inflation at 2%. Others have already explained why 2% and not 0%. Up to 3% is expected, 4% means significant price shocks and they should consider acting quickly. 5% means they are at risk of losing control of inflation as it's more than doubled from their mandate and the fed risks losing credibility with markets