Save compressed databunch

Is it possible to save a compressed data bunch? I spent three days preparing a large text corpus data bunch, and then ran out of memory when doing data.save('myData.pkl). I was reading that trying to save a compressed pkl file can ease the memory usage, but I am not sure how to do that in FastAI.