The derailment happened at about 4:50 a.m. ET on the tracks near Lyn Road and Highway 401 in Brockville, according to the fire department.
There were no injuries or leaks, and no fire, the department said.
On its website, Via Rail said train service between Toronto and Ottawa, and Toronto and Montreal will be replaced with "alternate transportation."
More to come