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+ ---
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+ language: fr
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+ tags:
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+ - translation
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+
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+ license: apache-2.0
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+ ---
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+
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+ ### fra-ara
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+
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+ * source group: French
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+ * target group: Arabic
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+ * OPUS readme: [fra-ara](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fra-ara/README.md)
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+
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+ * model: transformer
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+ * source language(s): fra
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+ * target language(s): apc ara arq arq_Latn ary 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/fra-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/fra-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/fra-ara/opus-2020-07-03.eval.txt)
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+
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+ ## Benchmarks
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+
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+ | testset | BLEU | chr-F |
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+ |-----------------------|-------|-------|
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+ | Tatoeba-test.fra.ara | 14.4 | 0.439 |
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+
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+
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+ ### System Info:
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+ - hf_name: fra-ara
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+
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+ - source_languages: fra
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+
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+ - target_languages: ara
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+
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+ - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fra-ara/README.md
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+
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+ - original_repo: Tatoeba-Challenge
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+
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+ - tags: ['translation']
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+
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+ - prepro: normalization + SentencePiece (spm32k,spm32k)
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+
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+ - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/fra-ara/opus-2020-07-03.zip
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+
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+ - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/fra-ara/opus-2020-07-03.test.txt
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+
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+ - src_alpha3: fra
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+
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+ - tgt_alpha3: ara
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+
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+ - short_pair: fr-ar
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+
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+ - chrF2_score: 0.439
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+
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+ - bleu: 14.4
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+
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+ - brevity_penalty: 1.0
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+
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+ - ref_len: 7956.0
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+
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+ - src_name: French
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+
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+ - tgt_name: Arabic
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+
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+ - train_date: 2020-07-03
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+
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+ - src_alpha2: fr
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+
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+ - tgt_alpha2: ar
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+
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+ - prefer_old: False
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+
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+ - long_pair: fra-ara
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+
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+ - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
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+
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+ - transformers_git_sha: 46e9f53347bbe9e989f0335f98465f30886d8173
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+
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+ - port_machine: brutasse
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+
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+ - port_time: 2020-08-18-01:48