|
--- |
|
language: |
|
- en |
|
- fj |
|
- mi |
|
- ty |
|
- to |
|
- na |
|
- sm |
|
- mh |
|
- pqe |
|
- multilingual |
|
license: apache-2.0 |
|
tags: |
|
- translation |
|
--- |
|
|
|
### eng-pqe |
|
|
|
* source group: English |
|
* target group: Eastern Malayo-Polynesian languages |
|
* OPUS readme: [eng-pqe](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-pqe/README.md) |
|
|
|
* model: transformer |
|
* source language(s): eng |
|
* target language(s): fij gil haw lkt mah mri nau niu rap smo tah ton tvl |
|
* 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: [opus2m-2020-08-01.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-pqe/opus2m-2020-08-01.zip) |
|
* test set translations: [opus2m-2020-08-01.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-pqe/opus2m-2020-08-01.test.txt) |
|
* test set scores: [opus2m-2020-08-01.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-pqe/opus2m-2020-08-01.eval.txt) |
|
|
|
## Benchmarks |
|
|
|
| testset | BLEU | chr-F | |
|
|-----------------------|-------|-------| |
|
| Tatoeba-test.eng-fij.eng.fij | 22.1 | 0.396 | |
|
| Tatoeba-test.eng-gil.eng.gil | 41.9 | 0.673 | |
|
| Tatoeba-test.eng-haw.eng.haw | 0.6 | 0.114 | |
|
| Tatoeba-test.eng-lkt.eng.lkt | 0.5 | 0.075 | |
|
| Tatoeba-test.eng-mah.eng.mah | 9.7 | 0.386 | |
|
| Tatoeba-test.eng-mri.eng.mri | 7.7 | 0.301 | |
|
| Tatoeba-test.eng.multi | 11.3 | 0.306 | |
|
| Tatoeba-test.eng-nau.eng.nau | 0.5 | 0.071 | |
|
| Tatoeba-test.eng-niu.eng.niu | 42.5 | 0.560 | |
|
| Tatoeba-test.eng-rap.eng.rap | 3.3 | 0.122 | |
|
| Tatoeba-test.eng-smo.eng.smo | 27.0 | 0.462 | |
|
| Tatoeba-test.eng-tah.eng.tah | 11.3 | 0.307 | |
|
| Tatoeba-test.eng-ton.eng.ton | 27.0 | 0.528 | |
|
| Tatoeba-test.eng-tvl.eng.tvl | 29.3 | 0.513 | |
|
|
|
|
|
### System Info: |
|
- hf_name: eng-pqe |
|
|
|
- source_languages: eng |
|
|
|
- target_languages: pqe |
|
|
|
- opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-pqe/README.md |
|
|
|
- original_repo: Tatoeba-Challenge |
|
|
|
- tags: ['translation'] |
|
|
|
- languages: ['en', 'fj', 'mi', 'ty', 'to', 'na', 'sm', 'mh', 'pqe'] |
|
|
|
- src_constituents: {'eng'} |
|
|
|
- tgt_constituents: {'haw', 'gil', 'rap', 'fij', 'tvl', 'mri', 'tah', 'niu', 'ton', 'nau', 'smo', 'mah'} |
|
|
|
- src_multilingual: False |
|
|
|
- tgt_multilingual: True |
|
|
|
- prepro: normalization + SentencePiece (spm32k,spm32k) |
|
|
|
- url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-pqe/opus2m-2020-08-01.zip |
|
|
|
- url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-pqe/opus2m-2020-08-01.test.txt |
|
|
|
- src_alpha3: eng |
|
|
|
- tgt_alpha3: pqe |
|
|
|
- short_pair: en-pqe |
|
|
|
- chrF2_score: 0.306 |
|
|
|
- bleu: 11.3 |
|
|
|
- brevity_penalty: 1.0 |
|
|
|
- ref_len: 5786.0 |
|
|
|
- src_name: English |
|
|
|
- tgt_name: Eastern Malayo-Polynesian languages |
|
|
|
- train_date: 2020-08-01 |
|
|
|
- src_alpha2: en |
|
|
|
- tgt_alpha2: pqe |
|
|
|
- prefer_old: False |
|
|
|
- long_pair: eng-pqe |
|
|
|
- helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 |
|
|
|
- transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b |
|
|
|
- port_machine: brutasse |
|
|
|
- port_time: 2020-08-21-14:41 |
