Awesome
glove-gensim
Converting GloVe vectors into word2vec format for easy usage with Gensim
word2vec embeddings start with a line with the number of lines (tokens?) and the number of dimensions of the file. This allows gensim to allocate memory accordingly for querying the model. Larger dimensions mean larger memory is held captive. Accordingly, this line has to be inserted into the GloVe embeddings file.