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README.md
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---
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language: he
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tags:
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- translation
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license: apache-2.0
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---
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### heb-ara
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* source group: Hebrew
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* target group: Arabic
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* OPUS readme: [heb-ara](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/heb-ara/README.md)
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* model: transformer
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* source language(s): heb
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* target language(s): apc apc_Latn ara arq arz
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* model: transformer
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* pre-processing: normalization + SentencePiece (spm32k,spm32k)
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* a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID)
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* download original weights: [opus-2020-07-03.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/heb-ara/opus-2020-07-03.zip)
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* test set translations: [opus-2020-07-03.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/heb-ara/opus-2020-07-03.test.txt)
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* test set scores: [opus-2020-07-03.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/heb-ara/opus-2020-07-03.eval.txt)
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## Benchmarks
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| testset | BLEU | chr-F |
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|-----------------------|-------|-------|
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| Tatoeba-test.heb.ara | 23.6 | 0.532 |
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### System Info:
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- hf_name: heb-ara
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- source_languages: heb
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- target_languages: ara
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- opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/heb-ara/README.md
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- original_repo: Tatoeba-Challenge
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- tags: ['translation']
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- prepro: normalization + SentencePiece (spm32k,spm32k)
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- url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/heb-ara/opus-2020-07-03.zip
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- url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/heb-ara/opus-2020-07-03.test.txt
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- src_alpha3: heb
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- tgt_alpha3: ara
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- short_pair: he-ar
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- chrF2_score: 0.532
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- bleu: 23.6
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- brevity_penalty: 0.9259999999999999
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- ref_len: 6372.0
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- src_name: Hebrew
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- tgt_name: Arabic
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- train_date: 2020-07-03
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- src_alpha2: he
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- tgt_alpha2: ar
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- prefer_old: False
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- long_pair: heb-ara
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- helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
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- transformers_git_sha: 46e9f53347bbe9e989f0335f98465f30886d8173
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- port_machine: brutasse
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- port_time: 2020-08-18-01:48
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