title: gensim word2vec extremely big and what are the methods to make file size smaller?
body: <p>I have a pre-trained word2vec bin file by using skipgram. The file is pretty big (vector dimension of 200 ), over 2GB. I am thinking some methods to make the file size smaller. This bin file contains vectors for punctuation, some stop words. So, I want to know what are the options to decrease the file size for this word2vec. Is it safe to delete those punctuation and stop words rows and what would be the most effective way ?</p>