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Neural Machine Translation (NMT) tutorial. Data preprocessing, model training, evaluation, and deployment.

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OpenNMT-py Tutorial

Neural Machine Translation (NMT) tutorial with OpenNMT-py. Data preprocessing, model training, evaluation, and deployment.

Fundamentals

Advanced Topics

  • Running TensorBoard with OpenNMT (tutorial)
  • Low-Resource Neural Machine Translation (tutorial)
  • Domain Adaptation with Mixed Fine-tuning (tutorial)
  • Overview of Domain Adaptation Techniques (tutorial)
  • Multilingual Machine Translation (tutorial)
  • Using Pre-trained NMT models with CTranslate2 (M2M-100 | NLLB-200)
  • Domain-Specific Text Generation for Machine Translation (paper | article | code)
  • Adaptive Machine Translation with Large Language Models (paper | code)
  • Fine-tuning Large Language Models for Adaptive Machine Translation (paper | code)