FAST TEXT ALGORITHM

FastText is incredibly rapid at word vector model training. You can train 100 million words in under a minute. The training and testing of deep neural network models can be time-consuming. Both of these methods use a linear classifier to train the model. FastText trains the model using a hierarchical classifier.