From Wiktionary, the free dictionary
fuggìre a gambe levate (first-person singular present fùggo a gambe levate, first-person singular past historic fuggìi a gambe levate, past participle fuggìto a gambe levate, auxiliary èssere)
- to escape, fly, flee, run away
- to run head over heels