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README.md

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+---
+language: sem
+tags:
+- translation
+
+license: apache-2.0
+---
+
+### sem-eng
+
+* source group: Semitic languages 
+* target group: English 
+*  OPUS readme: [sem-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/sem-eng/README.md)
+
+*  model: transformer
+* source language(s): acm afb amh apc ara arq ary arz heb mlt tir
+* target language(s): eng
+* model: transformer
+* pre-processing: normalization + SentencePiece (spm32k,spm32k)
+* download original weights: [opus2m-2020-08-01.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/sem-eng/opus2m-2020-08-01.zip)
+* test set translations: [opus2m-2020-08-01.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/sem-eng/opus2m-2020-08-01.test.txt)
+* test set scores: [opus2m-2020-08-01.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/sem-eng/opus2m-2020-08-01.eval.txt)
+
+## Benchmarks
+
+| testset               | BLEU  | chr-F |
+|-----------------------|-------|-------|
+| Tatoeba-test.amh-eng.amh.eng 	| 37.5 	| 0.565 |
+| Tatoeba-test.ara-eng.ara.eng 	| 38.9 	| 0.566 |
+| Tatoeba-test.heb-eng.heb.eng 	| 44.6 	| 0.610 |
+| Tatoeba-test.mlt-eng.mlt.eng 	| 53.7 	| 0.688 |
+| Tatoeba-test.multi.eng 	| 41.7 	| 0.588 |
+| Tatoeba-test.tir-eng.tir.eng 	| 18.3 	| 0.370 |
+
+
+### System Info: 
+- hf_name: sem-eng
+
+- source_languages: sem
+
+- target_languages: eng
+
+- opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/sem-eng/README.md
+
+- original_repo: Tatoeba-Challenge
+
+- tags: ['translation']
+
+- prepro:  normalization + SentencePiece (spm32k,spm32k)
+
+- url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/sem-eng/opus2m-2020-08-01.zip
+
+- url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/sem-eng/opus2m-2020-08-01.test.txt
+
+- src_alpha3: sem
+
+- tgt_alpha3: eng
+
+- short_pair: sem-en
+
+- chrF2_score: 0.588
+
+- bleu: 41.7
+
+- brevity_penalty: 0.987
+
+- ref_len: 72950.0
+
+- src_name: Semitic languages
+
+- tgt_name: English
+
+- train_date: 2020-08-01
+
+- src_alpha2: sem
+
+- tgt_alpha2: en
+
+- prefer_old: False
+
+- long_pair: sem-eng
+
+- helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
+
+- transformers_git_sha: 46e9f53347bbe9e989f0335f98465f30886d8173
+
+- port_machine: brutasse
+
+- port_time: 2020-08-18-01:48