title: Failed to load a .bin.gz pre trained words2vecx
body: <p>I'm trying to load the pre-trained words2vecs which I've found here (<a href="https://github.com/mmihaltz/word2vec-GoogleNews-vectors" rel="nofollow noreferrer">https://github.com/mmihaltz/word2vec-GoogleNews-vectors</a>)
  I used the following command:</p>
  
  <pre><code>model = gensim.models.KeyedVectors.load_word2vec_format('word2vec.bin.gz', binary=False)
  </code></pre>
  
  <h2>And it throws this error:</h2>
  
  <pre><code>Traceback (most recent call last):
    File "&lt;stdin&gt;", line 1, in &lt;module&gt;
    File "/home/deeplearning/anaconda3/lib/python3.6/site-
  packages/gensim/models/keyedvectors.py", line 193, in 
   load_word2vec_format
      header = utils.to_unicode(fin.readline(), encoding=encoding)
    File "/home/deeplearning/anaconda3/lib/python3.6/gzip.py", line 374, 
  in readline
      return self._buffer.readline(size)
    File "/home/deeplearning/anaconda3/lib/python3.6/_compression.py", 
  line 68, in readinto
      data = self.read(len(byte_view))
    File "/home/deeplearning/anaconda3/lib/python3.6/gzip.py", line 463, 
  in read
      if not self._read_gzip_header():
    File "/home/deeplearning/anaconda3/lib/python3.6/gzip.py", line 411, 
  in _read_gzip_header
      raise OSError('Not a gzipped file (%r)' % magic)
  OSError: Not a gzipped file (b've')
  </code></pre>