A toolkit for neural sequence-to-sequence transduction


Step-by-step tutorials


For installing Sockeye follow the installation instructions to manually install Sockeye and all dependencies. The tutorials below might have additional dependencies that will be mentioned at the beginning of each tutorial.


Below is the full list of tutorials we provide. We recommend going through them in order as they will gradually introduce different concepts and parameters used for training and translation.

  1. Sequence copy task
  2. WMT German to English news translation
  3. Domain adaptation of NMT models
  4. Large data: WMT German-English 2018
  5. Multilingual Zero-shot Translation IWSLT 2017