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

PID

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.

Identifier
PID http://hdl.handle.net/11356/1739
Related Identifier https://rsdo.slovenscina.eu/en/machine-translation
Metadata Access http://www.clarin.si/repository/oai/request?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai:www.clarin.si:11356/1739
Provenance
Creator Lebar Bajec, Iztok; Repar, Andraž; Bajec, Marko; Bajec, Žan; Rizvič, Mitja
Publisher Faculty of Computer and Information Science, University of Ljubljana
Publication Year 2022
Rights Apache License 2.0; https://opensource.org/licenses/Apache-2.0; PUB
OpenAccess true
Contact info(at)clarin.si
Representation
Resource Type toolService
Format text/plain; charset=utf-8; application/octet-stream; downloadable_files_count: 1
Discipline Linguistics