1640s, from Medieval Latin *infinitudo, from Latin infinitus (see infinite) on model of multitudo, magnitudo. Or the English word is perhaps from or modeled on French infinitude (1610s).
infiltration
infinite
infinitely
infinitesimal
infinitive
infinitude
infinity
infirm
infirmary
infirmity
inflame