NLP is a wealthy field requiring the usage of a variety of different techniques with a view to successfully process and understand human language. Below, we review and define the commonly used techniques in...
Pipeline parallelism splits a model “vertically” by layer. It’s also possible to “horizontally” split certain operations inside a layer, which is normally called Tensor Parallel training. For a lot of modern models (akin to the Transformer), the...