I have no kids and I seriously considered it. I would have been safe and they could have done nothing.
But with kids it is different. Women do this and it is always a huge issue.
If you flee to a European country they might take you back if he informs the police.
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The problem is how will you survive in that country with your kids, unless you have family there. If you are a citizen of another country, that country would probably defend you and point out the lack of support that you received in this country. And you will be able to stay there as well, find work and continue your life.
I also know of a case where a woman emigrated to Australia from a European country for the reasons of working there. She took the kids with her and the father never saw them again.