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

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

dc.contributor.author	Snæbjarnarson, Vésteinn
dc.contributor.author	Ingólfsdóttir, Svanhvít Lilja
dc.contributor.author	Símonarson, Haukur Barri
dc.date.accessioned	2021-09-28T09:33:28Z
dc.date.available	2021-09-28T09:33:28Z
dc.date.issued	2021-09-27
dc.identifier.uri	http://hdl.handle.net/20.500.12537/128
dc.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.
dc.language.iso	isl
dc.language.iso	eng
dc.publisher	Miðeind ehf
dc.relation.isreferencedby	https://arxiv.org/abs/2109.07343
dc.rights	Creative Commons - Attribution 4.0 International (CC BY 4.0)
dc.rights.uri	https://creativecommons.org/licenses/by/4.0/
dc.rights.label	PUB
dc.source.uri	https://velthyding.is
dc.subject	neural machine translation
dc.subject	machine translation
dc.subject	model
dc.title	GreynirTranslate - mBART25 NMT (with layer drop) models for Translations between Icelandic and English (1.0)
dc.type	toolService
metashare.ResourceInfo#ContentInfo.detailedType	tool
metashare.ResourceInfo#ResourceComponentType#ToolServiceInfo.languageDependent	true
has.files	yes
branding	Clarin IS Repository
demo.uri	https://velthyding.is
contact.person	Vésteinn Snæbjarnarson vesteinn@mideind.is Mideind ehf
sponsor	Back-translation data selection and filtering (V2b) Ministry of Education, Science and Culture Language Technology for Icelandic 2019-2023 nationalFunds
files.size	18757962908
files.count	2