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We present Sockeye 2, a modernized and streamlined version of the Sockeyeneural machine translation (NMT) toolkit. New features include a simplifiedcode base through the use of MXNet's Gluon API, a focus on state of the artmodel architectures, distributed mixed precision training, and efficient CPUdecoding with 8-bit quantization. These improvements result in faster trainingand inference, higher automatic metric scores, and a shorter path from researchto production.

The Sockeye 2 Neural Machine Translation Toolkit at AMTA 2020