| --- |
| language: |
| - en |
| - ar |
| license: apache-2.0 |
| library_name: transformers |
| pipeline_tag: translation |
| tags: |
| - marian |
| - translation |
| inference: true |
| widget: |
| - text: "The patient has periapical abscess and requires root canal treatment." |
| --- |
| |
|
|
| ### eng-ara |
|
|
| * source group: English |
| * target group: Arabic |
| * OPUS readme: [eng-ara](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-ara/README.md) |
|
|
| * model: transformer |
| * source language(s): eng |
| * target language(s): acm afb apc apc_Latn ara ara_Latn arq arq_Latn ary arz |
| * 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: [opus-2020-07-03.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-ara/opus-2020-07-03.zip) |
| * test set translations: [opus-2020-07-03.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-ara/opus-2020-07-03.test.txt) |
| * test set scores: [opus-2020-07-03.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-ara/opus-2020-07-03.eval.txt) |
| |
| ## Benchmarks |
| |
| | testset | BLEU | chr-F | |
| |-----------------------|-------|-------| |
| | Tatoeba-test.eng.ara | 14.0 | 0.437 | |
| |
| |
| ### System Info: |
| - hf_name: eng-ara |
|
|
| - source_languages: eng |
| |
| - target_languages: ara |
|
|
| - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-ara/README.md |
|
|
| - original_repo: Tatoeba-Challenge |
| |
| - tags: ['translation'] |
| |
| - languages: ['en', 'ar'] |
| |
| - src_constituents: {'eng'} |
|
|
| - tgt_constituents: {'apc', 'ara', 'arq_Latn', 'arq', 'afb', 'ara_Latn', 'apc_Latn', 'arz'} |
|
|
| - src_multilingual: False |
| |
| - tgt_multilingual: False |
|
|
| - prepro: normalization + SentencePiece (spm32k,spm32k) |
|
|
| - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-ara/opus-2020-07-03.zip |
| |
| - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-ara/opus-2020-07-03.test.txt |
| |
| - src_alpha3: eng |
|
|
| - tgt_alpha3: ara |
| |
| - short_pair: en-ar |
|
|
| - chrF2_score: 0.43700000000000006 |
| |
| - bleu: 14.0 |
| |
| - brevity_penalty: 1.0 |
|
|
| - ref_len: 58935.0 |
| |
| - src_name: English |
|
|
| - tgt_name: Arabic |
| |
| - train_date: 2020-07-03 |
|
|
| - src_alpha2: en |
| |
| - tgt_alpha2: ar |
|
|
| - prefer_old: False |
| |
| - long_pair: eng-ara |
|
|
| - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 |
|
|
| - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b |
|
|
| - port_machine: brutasse |
| |
| - port_time: 2020-08-21-14:41 |
