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opus-mt-mkh-en
Helsinki-NLP/opus-mt-mkh-en
opus-mt-mkh-en is a translation model from Helsinki-NLP. Use it when you need text moved from one language to another. It is set up for transformers. The card lists the license as apache-2.0.
source group: Mon-Khmer languages target group: English OPUS readme: mkh-eng
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At a glance
- Task
- Translation
- Library
- transformers
- License
- apache-2.0
- Model type
- marian
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Aug 16, 2023
- SHA
- b21d3d65
Model card
From the Hugging Face model README
mkh-eng
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source group: Mon-Khmer languages
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target group: English
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OPUS readme: mkh-eng
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model: transformer
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source language(s): kha khm khm_Latn mnw vie vie_Hani
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target language(s): eng
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model: transformer
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pre-processing: normalization + SentencePiece (spm32k,spm32k)
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download original weights: opus-2020-07-27.zip
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test set translations: opus-2020-07-27.test.txt
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test set scores: opus-2020-07-27.eval.txt
Benchmarks
| testset | BLEU | chr-F |
|---|---|---|
| Tatoeba-test.kha-eng.kha.eng | 0.5 | 0.108 |
| Tatoeba-test.khm-eng.khm.eng | 8.5 | 0.206 |
| Tatoeba-test.mnw-eng.mnw.eng | 0.7 | 0.110 |
| Tatoeba-test.multi.eng | 24.5 | 0.407 |
| Tatoeba-test.vie-eng.vie.eng | 34.4 | 0.529 |
System Info:
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hf_name: mkh-eng
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source_languages: mkh
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target_languages: eng
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opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/mkh-eng/README.md
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original_repo: Tatoeba-Challenge
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tags: ['translation']
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languages: ['vi', 'km', 'mkh', 'en']
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src_constituents: {'vie_Hani', 'mnw', 'vie', 'kha', 'khm_Latn', 'khm'}
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tgt_constituents: {'eng'}
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src_multilingual: True
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tgt_multilingual: False
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prepro: normalization + SentencePiece (spm32k,spm32k)
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url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/mkh-eng/opus-2020-07-27.zip
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url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/mkh-eng/opus-2020-07-27.test.txt
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src_alpha3: mkh
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tgt_alpha3: eng
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short_pair: mkh-en
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chrF2_score: 0.40700000000000003
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bleu: 24.5
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brevity_penalty: 1.0
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ref_len: 33985.0
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src_name: Mon-Khmer languages
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tgt_name: English
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train_date: 2020-07-27
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src_alpha2: mkh
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tgt_alpha2: en
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prefer_old: False
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long_pair: mkh-eng
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helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
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transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b
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port_machine: brutasse
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port_time: 2020-08-21-14:41
- Task
- Translation
- Library
- transformers
- Type
- marian
- License
- apache-2.0
- Languages
- vi, km, mkh, en
- Created
- Mar 2, 2022
- Updated
- Aug 16, 2023