The members, three adults and six children, left just before a judge was to rule on an appeal of an order to send 13 children into foster care in Quebec.
They were detained in Trinidad and Tobago.
The community had been under investigation for a wide range of issues, including hygiene and the treatment of children. In court-filed affidavits, police also say they are investigating allegations of child abuse and under-age marriages.
The community has denied all allegations of mistreatment.
It's believed other members subject to the order have fled to Guatemala. The nine who were detained in Trinidad had planned to legally challenge any attempt to send them back to Canada.