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@fhieber fhieber released this 05 May 08:42
· 30 commits to main since this release
3.1.14
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Learn about vigilant mode.

[3.1.14]

Added

  • Added the implementation of Neural vocabulary selection to Sockeye as presented in our NAACL 2022 paper "The Devil is in the Details: On the Pitfalls of Vocabulary Selection in Neural Machine Translation" (Tobias Domhan, Eva Hasler, Ke Tran, Sony Trenous, Bill Byrne and Felix Hieber).
    • To use NVS simply specify --neural-vocab-selection to sockeye-train. This will train a model with Neural Vocabulary Selection that is automatically used by sockeye-translate. If you want look at translations without vocabulary selection specify --skip-nvs as an argument to sockeye-translate.

[3.1.13]

Added

  • Added sockeye-train argument --no-reload-on-learning-rate-reduce that disables reloading the best training checkpoint when reducing the learning rate. This currently only applies to the plateau-reduce learning rate scheduler since other schedulers do not reload checkpoints.
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