Neural Machine Translation Python Packages

sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

ctranslate2

Fast inference engine for Transformer models

subword-nmt

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

opennmt-py

Open Source Neural Machine Translation and (Large) Language Models in PyTorch

opennmt-tf

Neural machine translation and sequence learning using TensorFlow

tf-sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

sockeye

Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch

voxrun-ctranslate2

Fast inference engine for Transformer models

joeynmt

Minimalist NMT for educational purposes

bergamot

Cross platform C++ library focusing on optimized machine translation on the consumer-grade device.

ctranslate2-arty

Fast inference engine for Transformer models

firefox-translations

The code, training pipeline, and models that power Firefox Translations

pvzebra

On-device translation engine powered by deep learning

escape-unk

Escape unknown symbols in SentecePiece vocabularies

pvzebrademo

On-device translation engine powered by deep learning

nmtpytorch

Sequence-to-Sequence Framework in PyTorch

softalignments

Neural macine translation soft alignment visualisations for web and command line

opennmt-py-svx

Open Source Neural Machine Translation and (Large) Language Models in PyTorch

mariannmt

Fast Neural Machine Translation in C++ - development repository