readme: ---
  tags:
  - translation
  license: apache-2.0
  ---
  
  ### opus-mt-cs-de
  
  * source languages: cs
  * target languages: de
  *  OPUS readme: [cs-de](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/cs-de/README.md)
  
  *  dataset: opus
  * model: transformer-align
  * pre-processing: normalization + SentencePiece
  * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/cs-de/opus-2020-01-20.zip)
  * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/cs-de/opus-2020-01-20.test.txt)
  * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/cs-de/opus-2020-01-20.eval.txt)
  
  ## Benchmarks
  
  | testset               | BLEU  | chr-F |
  |-----------------------|-------|-------|
  | newssyscomb2009.cs.de 	| 22.0 	| 0.525 |
  | news-test2008.cs.de 	| 21.1 	| 0.520 |
  | newstest2009.cs.de 	| 22.2 	| 0.525 |
  | newstest2010.cs.de 	| 22.1 	| 0.527 |
  | newstest2011.cs.de 	| 21.6 	| 0.515 |
  | newstest2012.cs.de 	| 22.2 	| 0.516 |
  | newstest2013.cs.de 	| 24.8 	| 0.538 |
  | newstest2019-csde.cs.de 	| 23.6 	| 0.530 |
  | Tatoeba.cs.de 	| 51.6 	| 0.687 |
  
  