I am trying to run doc2vec library from gensim package. My problem is that when I am training and saving the model the model file is rather large(2.5 GB) I tried using this line :
model.estimate_memory()
But it didn't change anything. I also have tried to change max_vocab_size to decrease the space. But there was not luck. Can somebody help me with this matter?