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Open Source Model Profile · Helsinki-NLP

opus-mt-da-en

opus-mt-da-en is a Helsinki-NLP Marian translation model for Danish-to-English text. Its model card documents OPUS training with SentencePiece preprocessing.

Publisher
Helsinki-NLP
Task
translation
Model type
marian
License
apache-2.0
Library
transformers
Publication status
Accepted · not indexed

Model overview

opus-mt-da-en is published by Helsinki-NLP as a translation model. The captured configuration identifies MarianMTModel with model type marian. According to the model card, it translates Danish source to English target using a transformer-align model trained on OPUS data.

Recorded capabilities

Danish-to-English pair

According to the model card, source language is da and target language is en, with normalization plus SentencePiece preprocessing.

Documented Tatoeba score

According to the model card, the Tatoeba da-en test reports BLEU 63.6 and chr-F 0.769, with downloadable weights, translations, and scores.

Use cases in the source record

  • Danish-to-English machine translation of sentences and documents through Transformers or inference endpoints.

Limitations and unknowns

  • No parameter count was extracted from this record.
  • No context-window value was extracted from this record.
  • Benchmark figures are publisher-reported for a 2019 test artifact and were not independently verified.
  • Provider state is historical snapshot data, not independently refreshed current availability.

Source and provenance

Source: Helsinki-NLP/opus-mt-da-en

Captured: Unknown. Processed: 2026-09-07T19:34:31.263003+00:00.

opus-mt-da-en source languages: da target languages: en OPUS readme: da-en dataset: opus model: transformer-align pre-processing: normalization + SentencePiece download original weights: opus-2019-12-18.zip test set translations: opus-2019-12-18.test.txt test set scores: opus-2019-12-18.eval.txt Benchmarks testset BLEU chr-F Tatoeba.da.en 63.6 0.769

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