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README.md

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+---
+language: en
+tags:
+- translation
+
+license: apache-2.0
+---
+
+### eng-sem
+
+* source group: English 
+* target group: Semitic languages 
+*  OPUS readme: [eng-sem](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-sem/README.md)
+
+*  model: transformer
+* source language(s): eng
+* target language(s): acm afb amh apc ara arq ary arz heb mlt tir
+* model: transformer
+* 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: [opus2m-2020-08-01.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-sem/opus2m-2020-08-01.zip)
+* test set translations: [opus2m-2020-08-01.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-sem/opus2m-2020-08-01.test.txt)
+* test set scores: [opus2m-2020-08-01.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-sem/opus2m-2020-08-01.eval.txt)
+
+## Benchmarks
+
+| testset               | BLEU  | chr-F |
+|-----------------------|-------|-------|
+| Tatoeba-test.eng-amh.eng.amh 	| 11.2 	| 0.480 |
+| Tatoeba-test.eng-ara.eng.ara 	| 12.7 	| 0.417 |
+| Tatoeba-test.eng-heb.eng.heb 	| 33.8 	| 0.564 |
+| Tatoeba-test.eng-mlt.eng.mlt 	| 18.7 	| 0.554 |
+| Tatoeba-test.eng.multi 	| 23.5 	| 0.486 |
+| Tatoeba-test.eng-tir.eng.tir 	| 2.7 	| 0.248 |
+
+
+### System Info: 
+- hf_name: eng-sem
+
+- source_languages: eng
+
+- target_languages: sem
+
+- opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-sem/README.md
+
+- original_repo: Tatoeba-Challenge
+
+- tags: ['translation']
+
+- prepro:  normalization + SentencePiece (spm32k,spm32k)
+
+- url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-sem/opus2m-2020-08-01.zip
+
+- url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-sem/opus2m-2020-08-01.test.txt
+
+- src_alpha3: eng
+
+- tgt_alpha3: sem
+
+- short_pair: en-sem
+
+- chrF2_score: 0.486
+
+- bleu: 23.5
+
+- brevity_penalty: 1.0
+
+- ref_len: 59258.0
+
+- src_name: English
+
+- tgt_name: Semitic languages
+
+- train_date: 2020-08-01
+
+- src_alpha2: en
+
+- tgt_alpha2: sem
+
+- prefer_old: False
+
+- long_pair: eng-sem
+
+- helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
+
+- transformers_git_sha: 46e9f53347bbe9e989f0335f98465f30886d8173
+
+- port_machine: brutasse
+
+- port_time: 2020-08-18-01:48