NeMo Neural Machine Translation service RSDO-DS4-NMT-API 1.0

  Authors

Lebar Bajec, Iztok ; Repar, Andraž ; Bajec, Marko ; Bajec, Žan and Rizvič, Mitja

  Item identifier

http://hdl.handle.net/11356/1739

 Project URL

https://rsdo.slovenscina.eu/en/machine-translation

 Demo URL

https://www.slovenscina.eu/en/prevajalnik

 Date issued

2022-12-01

 Type

toolService

 Description

Neural Machine Translation service for NeMo AAYN Base models. For more details about building such models, see the official NVIDIA NeMo documentation (https://docs.nvidia.com/deeplearning/nemo/user-guide/docs/en/main/nlp/machine_translation/machine_translation.html) and NVIDIA NeMo GitHub (https://github.com/NVIDIA/NeMo). A model for language pair SL-EN can be downloaded from http://hdl.handle.net/11356/1736. The service accepts the source language and target language, and either a single string or list of strings to be translated. The result will be in the same format as the request, either as a single string or list of strings. The maximal accepted text length is 5000c. Note that transcription of one 5000c text block on cpu will take advantage of all available cores, consume up to 3GB RAM and may take ~200s (on a system with 24 vCPU). See the service README.md for further details.

 Publisher

Faculty of Computer and Information Science, University of Ljubljana

 Acknowledgement

Ministry of Culture C3340-20-278001 "Development of Slovene in a Digital Environment"

 Subject(s)

machine translation NeMo service

 Collection(s)

CLARIN.SI data & tools

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