NLP, Artificial Intelligence, Data Science, Machine Learning, Neural Networks.
capability. Training such models, however, is challenging for two main reasons: It is no longer possible to fit the parameters of these models in the memory of even the largest GPU. The large number of computing operations required can result in unmanageable long training times if special attention