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README.md

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+---
+language: de
+tags:
+- translation
+
+license: apache-2.0
+---
+
+### deu-msa
+
+* source group: German 
+* target group: Malay (macrolanguage) 
+*  OPUS readme: [deu-msa](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/deu-msa/README.md)
+
+*  model: transformer-align
+* source language(s): deu
+* target language(s): ind zsm_Latn
+* model: transformer-align
+* pre-processing: normalization + SentencePiece (spm32k,spm32k)
+* a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID)
+* download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/deu-msa/opus-2020-06-17.zip)
+* test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/deu-msa/opus-2020-06-17.test.txt)
+* test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/deu-msa/opus-2020-06-17.eval.txt)
+
+## Benchmarks
+
+| testset               | BLEU  | chr-F |
+|-----------------------|-------|-------|
+| Tatoeba-test.deu.msa 	| 34.0 	| 0.607 |
+
+
+### System Info: 
+- hf_name: deu-msa
+
+- source_languages: deu
+
+- target_languages: msa
+
+- opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/deu-msa/README.md
+
+- original_repo: Tatoeba-Challenge
+
+- tags: ['translation']
+
+- prepro:  normalization + SentencePiece (spm32k,spm32k)
+
+- url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/deu-msa/opus-2020-06-17.zip
+
+- url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/deu-msa/opus-2020-06-17.test.txt
+
+- src_alpha3: deu
+
+- tgt_alpha3: msa
+
+- short_pair: de-ms
+
+- chrF2_score: 0.607
+
+- bleu: 34.0
+
+- brevity_penalty: 0.9540000000000001
+
+- ref_len: 3729.0
+
+- src_name: German
+
+- tgt_name: Malay (macrolanguage)
+
+- train_date: 2020-06-17
+
+- src_alpha2: de
+
+- tgt_alpha2: ms
+
+- prefer_old: False
+
+- long_pair: deu-msa
+
+- helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
+
+- transformers_git_sha: 46e9f53347bbe9e989f0335f98465f30886d8173
+
+- port_machine: brutasse
+
+- port_time: 2020-08-18-01:48