GreynirTranslate - mBART25 NMT (with layer drop) models for Translations between Icelandic and English (1.0)

  Authors

Snæbjarnarson, Vésteinn ; Ingólfsdóttir, Svanhvít Lilja and Símonarson, Haukur Barri

  Item identifier

http://hdl.handle.net/20.500.12537/128

 Project URL

https://velthyding.is

 Demo URL

https://velthyding.is

 Referenced by

https://arxiv.org/abs/2109.07343

 Date issued

2021-09-27

 Type

toolService

 Language(s)

English , Icelandic

 Description

These are the models in http://hdl.handle.net/20.500.12537/125 trained with 40% layer drop. They are suitable for inference using every other layer for optimized inference speed with lower translation performance. We refer to the prior submission for usage and the documentation on layerdrop at https://github.com/pytorch/fairseq/blob/fcca32258c8e8bcc9f9890bf4714fa2f96b6b3e1/examples/layerdrop/README.md. Þessi líkön eru þjálfuð með 40% laga missi (e. layer drop) á líkönunum í http://hdl.handle.net/20.500.12537/125. Þau henta vel til þýðinga þar sem er búið að henda öðru hverju lagi í netinu og þannig er hægt að hraða á þýðingum á kostnað gæða. Leiðbeiningar um notkun netanna er að finna með upphaflegu líkönunum og í notkunarleiðbeiningum Fairseq í https://github.com/pytorch/fairseq/blob/fcca32258c8e8bcc9f9890bf4714fa2f96b6b3e1/examples/layerdrop/README.md.

 Publisher

Miðeind ehf

 Acknowledgement

Back-translation data selection and filtering (V2b)

Project code: Ministry of Education, Science and Culture

Project name: Language Technology for Icelandic 2019-2023

 Subject(s)

neural machine translation machine translation model

 Collection(s)

Clarin IS

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