Why did socialist governments take out IMF loans in the 1980s?

I noticed that several socialist countries took out loans from the IMF (Yugoslavia, Poland, Romania) even though there was an understanding that the IMF is a predatory organisation. I assume it is connected to the wave of liberalisation in the 1980s, but would be interested in a more concrete breakdown of the logic and context behind it, or articles/links on the topic.