# Build LDA model
lda_model = gensim.models.LdaMulticore(corpus=corpus,
                                       id2word=id2word,
                                       num_topics=10, 
                                       random_state=100,
                                       chunksize=100,
                                       passes=10,
                                       per_word_topics=True)