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README.md

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+---
+language: art
+tags:
+- translation
+
+license: apache-2.0
+---
+
+### art-eng
+
+* source group: Artificial languages 
+* target group: English 
+*  OPUS readme: [art-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/art-eng/README.md)
+
+*  model: transformer
+* source language(s): afh_Latn avk_Latn dws_Latn epo ido ido_Latn ile_Latn ina_Latn jbo jbo_Cyrl jbo_Latn ldn_Latn lfn_Cyrl lfn_Latn nov_Latn qya qya_Latn sjn_Latn tlh_Latn tzl tzl_Latn vol_Latn
+* target language(s): eng
+* model: transformer
+* pre-processing: normalization + SentencePiece (spm32k,spm32k)
+* download original weights: [opus2m-2020-07-31.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/art-eng/opus2m-2020-07-31.zip)
+* test set translations: [opus2m-2020-07-31.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/art-eng/opus2m-2020-07-31.test.txt)
+* test set scores: [opus2m-2020-07-31.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/art-eng/opus2m-2020-07-31.eval.txt)
+
+## Benchmarks
+
+| testset               | BLEU  | chr-F |
+|-----------------------|-------|-------|
+| Tatoeba-test.afh-eng.afh.eng 	| 1.2 	| 0.099 |
+| Tatoeba-test.avk-eng.avk.eng 	| 0.4 	| 0.105 |
+| Tatoeba-test.dws-eng.dws.eng 	| 1.6 	| 0.076 |
+| Tatoeba-test.epo-eng.epo.eng 	| 34.6 	| 0.530 |
+| Tatoeba-test.ido-eng.ido.eng 	| 12.7 	| 0.310 |
+| Tatoeba-test.ile-eng.ile.eng 	| 4.6 	| 0.218 |
+| Tatoeba-test.ina-eng.ina.eng 	| 5.8 	| 0.254 |
+| Tatoeba-test.jbo-eng.jbo.eng 	| 0.2 	| 0.115 |
+| Tatoeba-test.ldn-eng.ldn.eng 	| 0.7 	| 0.083 |
+| Tatoeba-test.lfn-eng.lfn.eng 	| 1.8 	| 0.172 |
+| Tatoeba-test.multi.eng 	| 11.6 	| 0.287 |
+| Tatoeba-test.nov-eng.nov.eng 	| 5.1 	| 0.215 |
+| Tatoeba-test.qya-eng.qya.eng 	| 0.7 	| 0.113 |
+| Tatoeba-test.sjn-eng.sjn.eng 	| 0.9 	| 0.090 |
+| Tatoeba-test.tlh-eng.tlh.eng 	| 0.2 	| 0.124 |
+| Tatoeba-test.tzl-eng.tzl.eng 	| 1.4 	| 0.109 |
+| Tatoeba-test.vol-eng.vol.eng 	| 0.5 	| 0.115 |
+
+
+### System Info: 
+- hf_name: art-eng
+
+- source_languages: art
+
+- target_languages: eng
+
+- opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/art-eng/README.md
+
+- original_repo: Tatoeba-Challenge
+
+- tags: ['translation']
+
+- prepro:  normalization + SentencePiece (spm32k,spm32k)
+
+- url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/art-eng/opus2m-2020-07-31.zip
+
+- url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/art-eng/opus2m-2020-07-31.test.txt
+
+- src_alpha3: art
+
+- tgt_alpha3: eng
+
+- short_pair: art-en
+
+- chrF2_score: 0.287
+
+- bleu: 11.6
+
+- brevity_penalty: 1.0
+
+- ref_len: 73037.0
+
+- src_name: Artificial languages
+
+- tgt_name: English
+
+- train_date: 2020-07-31
+
+- src_alpha2: art
+
+- tgt_alpha2: en
+
+- prefer_old: False
+
+- long_pair: art-eng
+
+- helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
+
+- transformers_git_sha: 46e9f53347bbe9e989f0335f98465f30886d8173
+
+- port_machine: brutasse
+
+- port_time: 2020-08-18-01:48