|
--- |
|
language: |
|
- mt |
|
- ar |
|
- he |
|
- ti |
|
- am |
|
- sem |
|
- en |
|
- multilingual |
|
license: apache-2.0 |
|
tags: |
|
- translation |
|
--- |
|
|
|
### sem-eng |
|
|
|
* source group: Semitic languages |
|
* target group: English |
|
* OPUS readme: [sem-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/sem-eng/README.md) |
|
|
|
* model: transformer |
|
* source language(s): acm afb amh apc ara arq ary arz heb mlt tir |
|
* target language(s): eng |
|
* model: transformer |
|
* pre-processing: normalization + SentencePiece (spm32k,spm32k) |
|
* download original weights: [opus2m-2020-08-01.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/sem-eng/opus2m-2020-08-01.zip) |
|
* test set translations: [opus2m-2020-08-01.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/sem-eng/opus2m-2020-08-01.test.txt) |
|
* test set scores: [opus2m-2020-08-01.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/sem-eng/opus2m-2020-08-01.eval.txt) |
|
|
|
## Benchmarks |
|
|
|
| testset | BLEU | chr-F | |
|
|-----------------------|-------|-------| |
|
| Tatoeba-test.amh-eng.amh.eng | 37.5 | 0.565 | |
|
| Tatoeba-test.ara-eng.ara.eng | 38.9 | 0.566 | |
|
| Tatoeba-test.heb-eng.heb.eng | 44.6 | 0.610 | |
|
| Tatoeba-test.mlt-eng.mlt.eng | 53.7 | 0.688 | |
|
| Tatoeba-test.multi.eng | 41.7 | 0.588 | |
|
| Tatoeba-test.tir-eng.tir.eng | 18.3 | 0.370 | |
|
|
|
|
|
### System Info: |
|
- hf_name: sem-eng |
|
|
|
- source_languages: sem |
|
|
|
- target_languages: eng |
|
|
|
- opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/sem-eng/README.md |
|
|
|
- original_repo: Tatoeba-Challenge |
|
|
|
- tags: ['translation'] |
|
|
|
- languages: ['mt', 'ar', 'he', 'ti', 'am', 'sem', 'en'] |
|
|
|
- src_constituents: {'apc', 'mlt', 'arz', 'ara', 'heb', 'tir', 'arq', 'afb', 'amh', 'acm', 'ary'} |
|
|
|
- tgt_constituents: {'eng'} |
|
|
|
- src_multilingual: True |
|
|
|
- tgt_multilingual: False |
|
|
|
- prepro: normalization + SentencePiece (spm32k,spm32k) |
|
|
|
- url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/sem-eng/opus2m-2020-08-01.zip |
|
|
|
- url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/sem-eng/opus2m-2020-08-01.test.txt |
|
|
|
- src_alpha3: sem |
|
|
|
- tgt_alpha3: eng |
|
|
|
- short_pair: sem-en |
|
|
|
- chrF2_score: 0.588 |
|
|
|
- bleu: 41.7 |
|
|
|
- brevity_penalty: 0.987 |
|
|
|
- ref_len: 72950.0 |
|
|
|
- src_name: Semitic languages |
|
|
|
- tgt_name: English |
|
|
|
- train_date: 2020-08-01 |
|
|
|
- src_alpha2: sem |
|
|
|
- tgt_alpha2: en |
|
|
|
- prefer_old: False |
|
|
|
- long_pair: sem-eng |
|
|
|
- helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 |
|
|
|
- transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b |
|
|
|
- port_machine: brutasse |
|
|
|
- port_time: 2020-08-21-14:41 |
