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---
language:
- fj
- mi
- ty
- to
- na
- sm
- mh
- pqe
- en
- multilingual
license: apache-2.0
tags:
- translation
---
### pqe-eng
* source group: Eastern Malayo-Polynesian languages
* target group: English
* OPUS readme: [pqe-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/pqe-eng/README.md)
* model: transformer
* source language(s): fij gil haw mah mri nau niu rap smo tah ton tvl
* target language(s): eng
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download original weights: [opus-2020-06-28.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/pqe-eng/opus-2020-06-28.zip)
* test set translations: [opus-2020-06-28.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/pqe-eng/opus-2020-06-28.test.txt)
* test set scores: [opus-2020-06-28.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/pqe-eng/opus-2020-06-28.eval.txt)
## Benchmarks
| testset | BLEU | chr-F |
|-----------------------|-------|-------|
| Tatoeba-test.fij-eng.fij.eng | 26.9 | 0.361 |
| Tatoeba-test.gil-eng.gil.eng | 49.0 | 0.618 |
| Tatoeba-test.haw-eng.haw.eng | 1.6 | 0.126 |
| Tatoeba-test.mah-eng.mah.eng | 13.7 | 0.257 |
| Tatoeba-test.mri-eng.mri.eng | 7.4 | 0.250 |
| Tatoeba-test.multi.eng | 12.6 | 0.268 |
| Tatoeba-test.nau-eng.nau.eng | 2.3 | 0.125 |
| Tatoeba-test.niu-eng.niu.eng | 34.4 | 0.471 |
| Tatoeba-test.rap-eng.rap.eng | 10.3 | 0.215 |
| Tatoeba-test.smo-eng.smo.eng | 28.5 | 0.413 |
| Tatoeba-test.tah-eng.tah.eng | 12.1 | 0.199 |
| Tatoeba-test.ton-eng.ton.eng | 41.8 | 0.517 |
| Tatoeba-test.tvl-eng.tvl.eng | 42.9 | 0.540 |
### System Info:
- hf_name: pqe-eng
- source_languages: pqe
- target_languages: eng
- opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/pqe-eng/README.md
- original_repo: Tatoeba-Challenge
- tags: ['translation']
- languages: ['fj', 'mi', 'ty', 'to', 'na', 'sm', 'mh', 'pqe', 'en']
- src_constituents: {'haw', 'gil', 'rap', 'fij', 'tvl', 'mri', 'tah', 'niu', 'ton', 'nau', 'smo', 'mah'}
- tgt_constituents: {'eng'}
- src_multilingual: True
- tgt_multilingual: False
- prepro: normalization + SentencePiece (spm32k,spm32k)
- url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/pqe-eng/opus-2020-06-28.zip
- url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/pqe-eng/opus-2020-06-28.test.txt
- src_alpha3: pqe
- tgt_alpha3: eng
- short_pair: pqe-en
- chrF2_score: 0.268
- bleu: 12.6
- brevity_penalty: 1.0
- ref_len: 4568.0
- src_name: Eastern Malayo-Polynesian languages
- tgt_name: English
- train_date: 2020-06-28
- src_alpha2: pqe
- tgt_alpha2: en
- prefer_old: False
- long_pair: pqe-eng
- helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
- transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b
- port_machine: brutasse
- port_time: 2020-08-21-14:41 |