We present an open-source toolkit for neural machine translation (NMT). The new toolkit is mainly based on vaulted Transformer (Vaswani et al., 2017) along with many other improvements detailed below, in order to create a self-contained, simple to use, consistent and comprehensive framework for Machine Translation tasks of various domains. It is tooled to support both bilingual and multilingual translation tasks, starting from building the model from respective corpora, to inferring new predictions or packaging the model to serving-capable JIT format.
翻译:我们提出了一个神经机器翻译的开放源码工具包(NMT),新工具包主要基于金库变换器(Vaswani等人,2017年)以及下文详述的许多其他改进,以便为各个领域的机器翻译任务创建一个自成一体、简单易用、一致和全面的框架,用于支持双语和多语种翻译任务,从从建立各自的公司模式开始,到推断新的预测或包装模式,再到具有服务能力的JIT格式。