in text.py there is a bug at line 738

   X = sp.csr_matrix((values, j_indices, indptr),
                      shape=(len(indptr) - 1, len(vocabulary)),
                      dtype=self.dtype)

the shape shold not be len(vocabulary) but
max(vocabulary.itervalues()) + 1

this is because some of the indeces might repeat in the vocabulary