Datasets:
davanstrien
/
model_cards_with_readmes_with_duplicates

Dataset card Data Studio Files
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Helsinki-NLP/opus-mt-nl-fr
Helsinki-NLP
marian
10
1,752
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
770
### opus-mt-nl-fr * source languages: nl * target languages: fr * OPUS readme: [nl-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/nl-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-24.zip](https://object.pouta.csc.fi/OPUS-MT-models/nl-fr/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/nl-fr/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/nl-fr/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.nl.fr | 51.3 | 0.674 |
Helsinki-NLP/opus-mt-nl-no
Helsinki-NLP
marian
11
7
transformers
0
translation
true
true
false
apache-2.0
['nl', False]
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
1,988
### nld-nor * source group: Dutch * target group: Norwegian * OPUS readme: [nld-nor](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nld-nor/README.md) * model: transformer-align * source language(s): nld * target language(s): nob * model: transformer-align * pre-processing: normalization + SentencePiece (spm4k,spm4k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/nld-nor/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nld-nor/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nld-nor/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.nld.nor | 36.1 | 0.562 | ### System Info: - hf_name: nld-nor - source_languages: nld - target_languages: nor - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nld-nor/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['nl', 'no'] - src_constituents: {'nld'} - tgt_constituents: {'nob', 'nno'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/nld-nor/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/nld-nor/opus-2020-06-17.test.txt - src_alpha3: nld - tgt_alpha3: nor - short_pair: nl-no - chrF2_score: 0.562 - bleu: 36.1 - brevity_penalty: 0.966 - ref_len: 1459.0 - src_name: Dutch - tgt_name: Norwegian - train_date: 2020-06-17 - src_alpha2: nl - tgt_alpha2: no - prefer_old: False - long_pair: nld-nor - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-nl-sv
Helsinki-NLP
marian
10
16
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
775
### opus-mt-nl-sv * source languages: nl * target languages: sv * OPUS readme: [nl-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/nl-sv/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/nl-sv/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/nl-sv/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/nl-sv/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | GlobalVoices.nl.sv | 25.0 | 0.518 |
Helsinki-NLP/opus-mt-nl-uk
Helsinki-NLP
marian
11
26
transformers
0
translation
true
true
false
apache-2.0
['nl', 'uk']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
1,986
### nld-ukr * source group: Dutch * target group: Ukrainian * OPUS readme: [nld-ukr](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nld-ukr/README.md) * model: transformer-align * source language(s): nld * target language(s): ukr * model: transformer-align * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/nld-ukr/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nld-ukr/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nld-ukr/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.nld.ukr | 40.8 | 0.619 | ### System Info: - hf_name: nld-ukr - source_languages: nld - target_languages: ukr - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nld-ukr/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['nl', 'uk'] - src_constituents: {'nld'} - tgt_constituents: {'ukr'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/nld-ukr/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/nld-ukr/opus-2020-06-17.test.txt - src_alpha3: nld - tgt_alpha3: ukr - short_pair: nl-uk - chrF2_score: 0.619 - bleu: 40.8 - brevity_penalty: 0.992 - ref_len: 51674.0 - src_name: Dutch - tgt_name: Ukrainian - train_date: 2020-06-17 - src_alpha2: nl - tgt_alpha2: uk - prefer_old: False - long_pair: nld-ukr - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-no-da
Helsinki-NLP
marian
11
42
transformers
1
translation
true
true
false
apache-2.0
[False, 'da']
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
1,998
### nor-dan * source group: Norwegian * target group: Danish * OPUS readme: [nor-dan](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nor-dan/README.md) * model: transformer-align * source language(s): nno nob * target language(s): dan * model: transformer-align * pre-processing: normalization + SentencePiece (spm12k,spm12k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-dan/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-dan/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-dan/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.nor.dan | 65.0 | 0.792 | ### System Info: - hf_name: nor-dan - source_languages: nor - target_languages: dan - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nor-dan/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['no', 'da'] - src_constituents: {'nob', 'nno'} - tgt_constituents: {'dan'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm12k,spm12k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/nor-dan/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/nor-dan/opus-2020-06-17.test.txt - src_alpha3: nor - tgt_alpha3: dan - short_pair: no-da - chrF2_score: 0.792 - bleu: 65.0 - brevity_penalty: 0.995 - ref_len: 9865.0 - src_name: Norwegian - tgt_name: Danish - train_date: 2020-06-17 - src_alpha2: no - tgt_alpha2: da - prefer_old: False - long_pair: nor-dan - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-no-de
Helsinki-NLP
marian
11
3,374
transformers
0
translation
true
true
false
apache-2.0
[False, 'de']
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
1,994
### nor-deu * source group: Norwegian * target group: German * OPUS readme: [nor-deu](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nor-deu/README.md) * model: transformer-align * source language(s): nno nob * target language(s): deu * model: transformer-align * pre-processing: normalization + SentencePiece (spm4k,spm4k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-deu/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-deu/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-deu/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.nor.deu | 29.6 | 0.541 | ### System Info: - hf_name: nor-deu - source_languages: nor - target_languages: deu - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nor-deu/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['no', 'de'] - src_constituents: {'nob', 'nno'} - tgt_constituents: {'deu'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/nor-deu/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/nor-deu/opus-2020-06-17.test.txt - src_alpha3: nor - tgt_alpha3: deu - short_pair: no-de - chrF2_score: 0.541 - bleu: 29.6 - brevity_penalty: 0.96 - ref_len: 34575.0 - src_name: Norwegian - tgt_name: German - train_date: 2020-06-17 - src_alpha2: no - tgt_alpha2: de - prefer_old: False - long_pair: nor-deu - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-no-es
Helsinki-NLP
marian
11
68
transformers
0
translation
true
true
false
apache-2.0
[False, 'es']
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
2,000
### nor-spa * source group: Norwegian * target group: Spanish * OPUS readme: [nor-spa](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nor-spa/README.md) * model: transformer-align * source language(s): nno nob * target language(s): spa * model: transformer-align * pre-processing: normalization + SentencePiece (spm12k,spm12k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-spa/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-spa/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-spa/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.nor.spa | 34.2 | 0.565 | ### System Info: - hf_name: nor-spa - source_languages: nor - target_languages: spa - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nor-spa/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['no', 'es'] - src_constituents: {'nob', 'nno'} - tgt_constituents: {'spa'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm12k,spm12k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/nor-spa/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/nor-spa/opus-2020-06-17.test.txt - src_alpha3: nor - tgt_alpha3: spa - short_pair: no-es - chrF2_score: 0.565 - bleu: 34.2 - brevity_penalty: 0.997 - ref_len: 7311.0 - src_name: Norwegian - tgt_name: Spanish - train_date: 2020-06-17 - src_alpha2: no - tgt_alpha2: es - prefer_old: False - long_pair: nor-spa - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-no-fi
Helsinki-NLP
marian
11
102
transformers
0
translation
true
true
false
apache-2.0
[False, 'fi']
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
1,997
### nor-fin * source group: Norwegian * target group: Finnish * OPUS readme: [nor-fin](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nor-fin/README.md) * model: transformer-align * source language(s): nno nob * target language(s): fin * model: transformer-align * pre-processing: normalization + SentencePiece (spm4k,spm4k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-fin/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-fin/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-fin/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.nor.fin | 14.1 | 0.374 | ### System Info: - hf_name: nor-fin - source_languages: nor - target_languages: fin - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nor-fin/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['no', 'fi'] - src_constituents: {'nob', 'nno'} - tgt_constituents: {'fin'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/nor-fin/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/nor-fin/opus-2020-06-17.test.txt - src_alpha3: nor - tgt_alpha3: fin - short_pair: no-fi - chrF2_score: 0.374 - bleu: 14.1 - brevity_penalty: 0.894 - ref_len: 13066.0 - src_name: Norwegian - tgt_name: Finnish - train_date: 2020-06-17 - src_alpha2: no - tgt_alpha2: fi - prefer_old: False - long_pair: nor-fin - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-no-fr
Helsinki-NLP
marian
11
36
transformers
0
translation
true
true
false
apache-2.0
[False, 'fr']
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
1,994
### nor-fra * source group: Norwegian * target group: French * OPUS readme: [nor-fra](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nor-fra/README.md) * model: transformer-align * source language(s): nno nob * target language(s): fra * model: transformer-align * pre-processing: normalization + SentencePiece (spm4k,spm4k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-fra/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-fra/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-fra/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.nor.fra | 39.1 | 0.578 | ### System Info: - hf_name: nor-fra - source_languages: nor - target_languages: fra - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nor-fra/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['no', 'fr'] - src_constituents: {'nob', 'nno'} - tgt_constituents: {'fra'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/nor-fra/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/nor-fra/opus-2020-06-17.test.txt - src_alpha3: nor - tgt_alpha3: fra - short_pair: no-fr - chrF2_score: 0.578 - bleu: 39.1 - brevity_penalty: 0.987 - ref_len: 3205.0 - src_name: Norwegian - tgt_name: French - train_date: 2020-06-17 - src_alpha2: no - tgt_alpha2: fr - prefer_old: False - long_pair: nor-fra - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-no-nl
Helsinki-NLP
marian
11
7
transformers
0
translation
true
true
false
apache-2.0
[False, 'nl']
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
2,001
### nor-nld * source group: Norwegian * target group: Dutch * OPUS readme: [nor-nld](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nor-nld/README.md) * model: transformer-align * source language(s): nob * target language(s): nld * model: transformer-align * pre-processing: normalization + SentencePiece (spm4k,spm4k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-nld/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-nld/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-nld/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.nor.nld | 40.2 | 0.596 | ### System Info: - hf_name: nor-nld - source_languages: nor - target_languages: nld - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nor-nld/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['no', 'nl'] - src_constituents: {'nob', 'nno'} - tgt_constituents: {'nld'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/nor-nld/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/nor-nld/opus-2020-06-17.test.txt - src_alpha3: nor - tgt_alpha3: nld - short_pair: no-nl - chrF2_score: 0.596 - bleu: 40.2 - brevity_penalty: 0.9590000000000001 - ref_len: 1535.0 - src_name: Norwegian - tgt_name: Dutch - train_date: 2020-06-17 - src_alpha2: no - tgt_alpha2: nl - prefer_old: False - long_pair: nor-nld - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-no-no
Helsinki-NLP
marian
11
8
transformers
0
translation
true
true
false
apache-2.0
[False]
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
2,109
### nor-nor * source group: Norwegian * target group: Norwegian * OPUS readme: [nor-nor](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nor-nor/README.md) * model: transformer-align * source language(s): nno nob * target language(s): nno nob * model: transformer-align * pre-processing: normalization + SentencePiece (spm4k,spm4k) * a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-nor/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-nor/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-nor/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.nor.nor | 58.4 | 0.784 | ### System Info: - hf_name: nor-nor - source_languages: nor - target_languages: nor - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nor-nor/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['no'] - src_constituents: {'nob', 'nno'} - tgt_constituents: {'nob', 'nno'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/nor-nor/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/nor-nor/opus-2020-06-17.test.txt - src_alpha3: nor - tgt_alpha3: nor - short_pair: no-no - chrF2_score: 0.784 - bleu: 58.4 - brevity_penalty: 0.988 - ref_len: 6351.0 - src_name: Norwegian - tgt_name: Norwegian - train_date: 2020-06-17 - src_alpha2: no - tgt_alpha2: no - prefer_old: False - long_pair: nor-nor - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-no-pl
Helsinki-NLP
marian
11
8
transformers
0
translation
true
true
false
apache-2.0
[False, 'pl']
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
1,990
### nor-pol * source group: Norwegian * target group: Polish * OPUS readme: [nor-pol](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nor-pol/README.md) * model: transformer-align * source language(s): nob * target language(s): pol * model: transformer-align * pre-processing: normalization + SentencePiece (spm4k,spm4k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-pol/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-pol/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-pol/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.nor.pol | 20.9 | 0.455 | ### System Info: - hf_name: nor-pol - source_languages: nor - target_languages: pol - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nor-pol/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['no', 'pl'] - src_constituents: {'nob', 'nno'} - tgt_constituents: {'pol'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/nor-pol/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/nor-pol/opus-2020-06-17.test.txt - src_alpha3: nor - tgt_alpha3: pol - short_pair: no-pl - chrF2_score: 0.455 - bleu: 20.9 - brevity_penalty: 0.941 - ref_len: 1828.0 - src_name: Norwegian - tgt_name: Polish - train_date: 2020-06-17 - src_alpha2: no - tgt_alpha2: pl - prefer_old: False - long_pair: nor-pol - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-no-ru
Helsinki-NLP
marian
11
66
transformers
0
translation
true
true
false
apache-2.0
[False, 'ru']
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
1,995
### nor-rus * source group: Norwegian * target group: Russian * OPUS readme: [nor-rus](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nor-rus/README.md) * model: transformer-align * source language(s): nno nob * target language(s): rus * model: transformer-align * pre-processing: normalization + SentencePiece (spm4k,spm4k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-rus/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-rus/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-rus/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.nor.rus | 18.6 | 0.400 | ### System Info: - hf_name: nor-rus - source_languages: nor - target_languages: rus - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nor-rus/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['no', 'ru'] - src_constituents: {'nob', 'nno'} - tgt_constituents: {'rus'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/nor-rus/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/nor-rus/opus-2020-06-17.test.txt - src_alpha3: nor - tgt_alpha3: rus - short_pair: no-ru - chrF2_score: 0.4 - bleu: 18.6 - brevity_penalty: 0.958 - ref_len: 10671.0 - src_name: Norwegian - tgt_name: Russian - train_date: 2020-06-17 - src_alpha2: no - tgt_alpha2: ru - prefer_old: False - long_pair: nor-rus - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-no-sv
Helsinki-NLP
marian
11
39
transformers
0
translation
true
true
false
apache-2.0
[False, 'sv']
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
2,009
### nor-swe * source group: Norwegian * target group: Swedish * OPUS readme: [nor-swe](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nor-swe/README.md) * model: transformer-align * source language(s): nno nob * target language(s): swe * model: transformer-align * pre-processing: normalization + SentencePiece (spm4k,spm4k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-swe/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-swe/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-swe/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.nor.swe | 63.7 | 0.773 | ### System Info: - hf_name: nor-swe - source_languages: nor - target_languages: swe - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nor-swe/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['no', 'sv'] - src_constituents: {'nob', 'nno'} - tgt_constituents: {'swe'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/nor-swe/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/nor-swe/opus-2020-06-17.test.txt - src_alpha3: nor - tgt_alpha3: swe - short_pair: no-sv - chrF2_score: 0.773 - bleu: 63.7 - brevity_penalty: 0.9670000000000001 - ref_len: 3672.0 - src_name: Norwegian - tgt_name: Swedish - train_date: 2020-06-17 - src_alpha2: no - tgt_alpha2: sv - prefer_old: False - long_pair: nor-swe - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-no-uk
Helsinki-NLP
marian
11
7
transformers
0
translation
true
true
false
apache-2.0
[False, 'uk']
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
1,994
### nor-ukr * source group: Norwegian * target group: Ukrainian * OPUS readme: [nor-ukr](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nor-ukr/README.md) * model: transformer-align * source language(s): nob * target language(s): ukr * model: transformer-align * pre-processing: normalization + SentencePiece (spm4k,spm4k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-ukr/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-ukr/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nor-ukr/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.nor.ukr | 16.6 | 0.384 | ### System Info: - hf_name: nor-ukr - source_languages: nor - target_languages: ukr - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nor-ukr/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['no', 'uk'] - src_constituents: {'nob', 'nno'} - tgt_constituents: {'ukr'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/nor-ukr/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/nor-ukr/opus-2020-06-17.test.txt - src_alpha3: nor - tgt_alpha3: ukr - short_pair: no-uk - chrF2_score: 0.384 - bleu: 16.6 - brevity_penalty: 1.0 - ref_len: 3982.0 - src_name: Norwegian - tgt_name: Ukrainian - train_date: 2020-06-17 - src_alpha2: no - tgt_alpha2: uk - prefer_old: False - long_pair: nor-ukr - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-nso-de
Helsinki-NLP
marian
10
8
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-nso-de * source languages: nso * target languages: de * OPUS readme: [nso-de](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/nso-de/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-21.zip](https://object.pouta.csc.fi/OPUS-MT-models/nso-de/opus-2020-01-21.zip) * test set translations: [opus-2020-01-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/nso-de/opus-2020-01-21.test.txt) * test set scores: [opus-2020-01-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/nso-de/opus-2020-01-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.nso.de | 24.7 | 0.461 |
Helsinki-NLP/opus-mt-nso-en
Helsinki-NLP
marian
10
36
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-nso-en * source languages: nso * target languages: en * OPUS readme: [nso-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/nso-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/nso-en/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/nso-en/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/nso-en/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.nso.en | 48.6 | 0.634 |
Helsinki-NLP/opus-mt-nso-es
Helsinki-NLP
marian
10
8
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-nso-es * source languages: nso * target languages: es * OPUS readme: [nso-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/nso-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/nso-es/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/nso-es/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/nso-es/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.nso.es | 29.5 | 0.485 |
Helsinki-NLP/opus-mt-nso-fi
Helsinki-NLP
marian
10
7
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-nso-fi * source languages: nso * target languages: fi * OPUS readme: [nso-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/nso-fi/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/nso-fi/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/nso-fi/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/nso-fi/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.nso.fi | 27.8 | 0.523 |
Helsinki-NLP/opus-mt-nso-fr
Helsinki-NLP
marian
10
7
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-nso-fr * source languages: nso * target languages: fr * OPUS readme: [nso-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/nso-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/nso-fr/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/nso-fr/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/nso-fr/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.nso.fr | 30.7 | 0.488 |
Helsinki-NLP/opus-mt-nso-sv
Helsinki-NLP
marian
10
10
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-nso-sv * source languages: nso * target languages: sv * OPUS readme: [nso-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/nso-sv/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/nso-sv/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/nso-sv/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/nso-sv/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.nso.sv | 34.3 | 0.527 |
Helsinki-NLP/opus-mt-ny-de
Helsinki-NLP
marian
10
7
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
768
### opus-mt-ny-de * source languages: ny * target languages: de * OPUS readme: [ny-de](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ny-de/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-21.zip](https://object.pouta.csc.fi/OPUS-MT-models/ny-de/opus-2020-01-21.zip) * test set translations: [opus-2020-01-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/ny-de/opus-2020-01-21.test.txt) * test set scores: [opus-2020-01-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/ny-de/opus-2020-01-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.ny.de | 23.9 | 0.440 |
Helsinki-NLP/opus-mt-ny-en
Helsinki-NLP
marian
10
135
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
803
### opus-mt-ny-en * source languages: ny * target languages: en * OPUS readme: [ny-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ny-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/ny-en/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/ny-en/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/ny-en/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.ny.en | 39.7 | 0.547 | | Tatoeba.ny.en | 44.2 | 0.562 |
Helsinki-NLP/opus-mt-ny-es
Helsinki-NLP
marian
10
19
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
768
### opus-mt-ny-es * source languages: ny * target languages: es * OPUS readme: [ny-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ny-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/ny-es/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/ny-es/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/ny-es/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.ny.es | 27.9 | 0.457 |
Helsinki-NLP/opus-mt-nyk-en
Helsinki-NLP
marian
10
11
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-nyk-en * source languages: nyk * target languages: en * OPUS readme: [nyk-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/nyk-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/nyk-en/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/nyk-en/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/nyk-en/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.nyk.en | 27.3 | 0.423 |
Helsinki-NLP/opus-mt-om-en
Helsinki-NLP
marian
10
61
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
768
### opus-mt-om-en * source languages: om * target languages: en * OPUS readme: [om-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/om-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/om-en/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/om-en/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/om-en/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.om.en | 27.3 | 0.448 |
Helsinki-NLP/opus-mt-pa-en
Helsinki-NLP
marian
10
389
transformers
1
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
803
### opus-mt-pa-en * source languages: pa * target languages: en * OPUS readme: [pa-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/pa-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/pa-en/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/pa-en/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/pa-en/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.pa.en | 20.6 | 0.320 | | Tatoeba.pa.en | 29.3 | 0.464 |
Helsinki-NLP/opus-mt-pag-de
Helsinki-NLP
marian
10
8
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-pag-de * source languages: pag * target languages: de * OPUS readme: [pag-de](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/pag-de/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-21.zip](https://object.pouta.csc.fi/OPUS-MT-models/pag-de/opus-2020-01-21.zip) * test set translations: [opus-2020-01-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/pag-de/opus-2020-01-21.test.txt) * test set scores: [opus-2020-01-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/pag-de/opus-2020-01-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.pag.de | 22.8 | 0.435 |
Helsinki-NLP/opus-mt-pag-en
Helsinki-NLP
marian
10
12
transformers
1
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-pag-en * source languages: pag * target languages: en * OPUS readme: [pag-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/pag-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-21.zip](https://object.pouta.csc.fi/OPUS-MT-models/pag-en/opus-2020-01-21.zip) * test set translations: [opus-2020-01-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/pag-en/opus-2020-01-21.test.txt) * test set scores: [opus-2020-01-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/pag-en/opus-2020-01-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.pag.en | 42.4 | 0.580 |
Helsinki-NLP/opus-mt-pag-es
Helsinki-NLP
marian
10
7
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-pag-es * source languages: pag * target languages: es * OPUS readme: [pag-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/pag-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/pag-es/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/pag-es/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/pag-es/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.pag.es | 27.9 | 0.459 |
Helsinki-NLP/opus-mt-pag-fi
Helsinki-NLP
marian
10
7
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-pag-fi * source languages: pag * target languages: fi * OPUS readme: [pag-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/pag-fi/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-24.zip](https://object.pouta.csc.fi/OPUS-MT-models/pag-fi/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/pag-fi/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/pag-fi/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.pag.fi | 26.7 | 0.496 |
Helsinki-NLP/opus-mt-pag-sv
Helsinki-NLP
marian
10
7
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-pag-sv * source languages: pag * target languages: sv * OPUS readme: [pag-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/pag-sv/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/pag-sv/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/pag-sv/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/pag-sv/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.pag.sv | 29.8 | 0.492 |
Helsinki-NLP/opus-mt-pap-de
Helsinki-NLP
marian
10
9
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-pap-de * source languages: pap * target languages: de * OPUS readme: [pap-de](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/pap-de/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-21.zip](https://object.pouta.csc.fi/OPUS-MT-models/pap-de/opus-2020-01-21.zip) * test set translations: [opus-2020-01-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/pap-de/opus-2020-01-21.test.txt) * test set scores: [opus-2020-01-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/pap-de/opus-2020-01-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.pap.de | 25.0 | 0.466 |
Helsinki-NLP/opus-mt-pap-en
Helsinki-NLP
marian
10
12
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
812
### opus-mt-pap-en * source languages: pap * target languages: en * OPUS readme: [pap-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/pap-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/pap-en/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/pap-en/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/pap-en/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.pap.en | 47.3 | 0.634 | | Tatoeba.pap.en | 63.2 | 0.684 |
Helsinki-NLP/opus-mt-pap-es
Helsinki-NLP
marian
10
8
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-pap-es * source languages: pap * target languages: es * OPUS readme: [pap-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/pap-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/pap-es/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/pap-es/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/pap-es/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.pap.es | 32.3 | 0.518 |
Helsinki-NLP/opus-mt-pap-fi
Helsinki-NLP
marian
10
27
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-pap-fi * source languages: pap * target languages: fi * OPUS readme: [pap-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/pap-fi/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-24.zip](https://object.pouta.csc.fi/OPUS-MT-models/pap-fi/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/pap-fi/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/pap-fi/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.pap.fi | 27.7 | 0.520 |
Helsinki-NLP/opus-mt-pap-fr
Helsinki-NLP
marian
10
7
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-pap-fr * source languages: pap * target languages: fr * OPUS readme: [pap-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/pap-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/pap-fr/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/pap-fr/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/pap-fr/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.pap.fr | 31.0 | 0.498 |
Helsinki-NLP/opus-mt-phi-en
Helsinki-NLP
marian
11
24
transformers
0
translation
true
true
false
apache-2.0
['phi', 'en']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,382
### phi-eng * source group: Philippine languages * target group: English * OPUS readme: [phi-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/phi-eng/README.md) * model: transformer * source language(s): akl_Latn ceb hil ilo pag war * target language(s): eng * model: transformer * pre-processing: normalization + SentencePiece (spm12k,spm12k) * download original weights: [opus2m-2020-08-01.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/phi-eng/opus2m-2020-08-01.zip) * test set translations: [opus2m-2020-08-01.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/phi-eng/opus2m-2020-08-01.test.txt) * test set scores: [opus2m-2020-08-01.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/phi-eng/opus2m-2020-08-01.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.akl-eng.akl.eng | 11.6 | 0.321 | | Tatoeba-test.ceb-eng.ceb.eng | 21.7 | 0.393 | | Tatoeba-test.hil-eng.hil.eng | 17.6 | 0.371 | | Tatoeba-test.ilo-eng.ilo.eng | 36.6 | 0.560 | | Tatoeba-test.multi.eng | 21.5 | 0.391 | | Tatoeba-test.pag-eng.pag.eng | 27.5 | 0.494 | | Tatoeba-test.war-eng.war.eng | 17.3 | 0.380 | ### System Info: - hf_name: phi-eng - source_languages: phi - target_languages: eng - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/phi-eng/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['phi', 'en'] - src_constituents: {'ilo', 'akl_Latn', 'war', 'hil', 'pag', 'ceb'} - tgt_constituents: {'eng'} - src_multilingual: True - tgt_multilingual: False - prepro: normalization + SentencePiece (spm12k,spm12k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/phi-eng/opus2m-2020-08-01.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/phi-eng/opus2m-2020-08-01.test.txt - src_alpha3: phi - tgt_alpha3: eng - short_pair: phi-en - chrF2_score: 0.391 - bleu: 21.5 - brevity_penalty: 1.0 - ref_len: 2380.0 - src_name: Philippine languages - tgt_name: English - train_date: 2020-08-01 - src_alpha2: phi - tgt_alpha2: en - prefer_old: False - long_pair: phi-eng - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-pis-en
Helsinki-NLP
marian
10
13
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-pis-en * source languages: pis * target languages: en * OPUS readme: [pis-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/pis-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/pis-en/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/pis-en/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/pis-en/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.pis.en | 33.3 | 0.493 |
Helsinki-NLP/opus-mt-pis-es
Helsinki-NLP
marian
10
8
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-pis-es * source languages: pis * target languages: es * OPUS readme: [pis-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/pis-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/pis-es/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/pis-es/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/pis-es/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.pis.es | 24.1 | 0.421 |
Helsinki-NLP/opus-mt-pis-fi
Helsinki-NLP
marian
10
8
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-pis-fi * source languages: pis * target languages: fi * OPUS readme: [pis-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/pis-fi/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-24.zip](https://object.pouta.csc.fi/OPUS-MT-models/pis-fi/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/pis-fi/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/pis-fi/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.pis.fi | 21.8 | 0.439 |
Helsinki-NLP/opus-mt-pis-fr
Helsinki-NLP
marian
10
7
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-pis-fr * source languages: pis * target languages: fr * OPUS readme: [pis-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/pis-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/pis-fr/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/pis-fr/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/pis-fr/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.pis.fr | 24.9 | 0.421 |
Helsinki-NLP/opus-mt-pis-sv
Helsinki-NLP
marian
10
8
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-pis-sv * source languages: pis * target languages: sv * OPUS readme: [pis-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/pis-sv/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/pis-sv/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/pis-sv/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/pis-sv/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.pis.sv | 25.9 | 0.442 |
Helsinki-NLP/opus-mt-pl-ar
Helsinki-NLP
marian
11
12
transformers
0
translation
true
true
false
apache-2.0
['pl', 'ar']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,154
### pol-ara * source group: Polish * target group: Arabic * OPUS readme: [pol-ara](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/pol-ara/README.md) * model: transformer * source language(s): pol * target language(s): ara 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/pol-ara/opus-2020-07-03.zip) * test set translations: [opus-2020-07-03.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/pol-ara/opus-2020-07-03.test.txt) * test set scores: [opus-2020-07-03.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/pol-ara/opus-2020-07-03.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.pol.ara | 20.4 | 0.491 | ### System Info: - hf_name: pol-ara - source_languages: pol - target_languages: ara - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/pol-ara/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['pl', 'ar'] - src_constituents: {'pol'} - 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/pol-ara/opus-2020-07-03.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/pol-ara/opus-2020-07-03.test.txt - src_alpha3: pol - tgt_alpha3: ara - short_pair: pl-ar - chrF2_score: 0.491 - bleu: 20.4 - brevity_penalty: 0.9590000000000001 - ref_len: 1028.0 - src_name: Polish - tgt_name: Arabic - train_date: 2020-07-03 - src_alpha2: pl - tgt_alpha2: ar - prefer_old: False - long_pair: pol-ara - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-pl-de
Helsinki-NLP
marian
10
346
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
770
### opus-mt-pl-de * source languages: pl * target languages: de * OPUS readme: [pl-de](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/pl-de/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-21.zip](https://object.pouta.csc.fi/OPUS-MT-models/pl-de/opus-2020-01-21.zip) * test set translations: [opus-2020-01-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/pl-de/opus-2020-01-21.test.txt) * test set scores: [opus-2020-01-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/pl-de/opus-2020-01-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.pl.de | 47.8 | 0.665 |
Helsinki-NLP/opus-mt-pl-en
Helsinki-NLP
marian
10
63,258
transformers
2
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
770
### opus-mt-pl-en * source languages: pl * target languages: en * OPUS readme: [pl-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/pl-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2019-12-18.zip](https://object.pouta.csc.fi/OPUS-MT-models/pl-en/opus-2019-12-18.zip) * test set translations: [opus-2019-12-18.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/pl-en/opus-2019-12-18.test.txt) * test set scores: [opus-2019-12-18.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/pl-en/opus-2019-12-18.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.pl.en | 54.9 | 0.701 |
Helsinki-NLP/opus-mt-pl-eo
Helsinki-NLP
marian
11
13
transformers
0
translation
true
true
false
apache-2.0
['pl', 'eo']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
1,997
### pol-epo * source group: Polish * target group: Esperanto * OPUS readme: [pol-epo](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/pol-epo/README.md) * model: transformer-align * source language(s): pol * target language(s): epo * model: transformer-align * pre-processing: normalization + SentencePiece (spm4k,spm4k) * download original weights: [opus-2020-06-16.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/pol-epo/opus-2020-06-16.zip) * test set translations: [opus-2020-06-16.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/pol-epo/opus-2020-06-16.test.txt) * test set scores: [opus-2020-06-16.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/pol-epo/opus-2020-06-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.pol.epo | 24.8 | 0.451 | ### System Info: - hf_name: pol-epo - source_languages: pol - target_languages: epo - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/pol-epo/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['pl', 'eo'] - src_constituents: {'pol'} - tgt_constituents: {'epo'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/pol-epo/opus-2020-06-16.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/pol-epo/opus-2020-06-16.test.txt - src_alpha3: pol - tgt_alpha3: epo - short_pair: pl-eo - chrF2_score: 0.451 - bleu: 24.8 - brevity_penalty: 0.9670000000000001 - ref_len: 17191.0 - src_name: Polish - tgt_name: Esperanto - train_date: 2020-06-16 - src_alpha2: pl - tgt_alpha2: eo - prefer_old: False - long_pair: pol-epo - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-pl-es
Helsinki-NLP
marian
10
187
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
770
### opus-mt-pl-es * source languages: pl * target languages: es * OPUS readme: [pl-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/pl-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-21.zip](https://object.pouta.csc.fi/OPUS-MT-models/pl-es/opus-2020-01-21.zip) * test set translations: [opus-2020-01-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/pl-es/opus-2020-01-21.test.txt) * test set scores: [opus-2020-01-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/pl-es/opus-2020-01-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.pl.es | 46.9 | 0.654 |
Helsinki-NLP/opus-mt-pl-fr
Helsinki-NLP
marian
10
1,023
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
770
### opus-mt-pl-fr * source languages: pl * target languages: fr * OPUS readme: [pl-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/pl-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/pl-fr/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/pl-fr/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/pl-fr/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.pl.fr | 49.0 | 0.659 |
Helsinki-NLP/opus-mt-pl-lt
Helsinki-NLP
marian
11
15
transformers
0
translation
true
true
false
apache-2.0
['pl', 'lt']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
1,990
### pol-lit * source group: Polish * target group: Lithuanian * OPUS readme: [pol-lit](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/pol-lit/README.md) * model: transformer-align * source language(s): pol * target language(s): lit * model: transformer-align * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/pol-lit/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/pol-lit/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/pol-lit/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.pol.lit | 43.7 | 0.688 | ### System Info: - hf_name: pol-lit - source_languages: pol - target_languages: lit - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/pol-lit/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['pl', 'lt'] - src_constituents: {'pol'} - tgt_constituents: {'lit'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/pol-lit/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/pol-lit/opus-2020-06-17.test.txt - src_alpha3: pol - tgt_alpha3: lit - short_pair: pl-lt - chrF2_score: 0.688 - bleu: 43.7 - brevity_penalty: 0.981 - ref_len: 10084.0 - src_name: Polish - tgt_name: Lithuanian - train_date: 2020-06-17 - src_alpha2: pl - tgt_alpha2: lt - prefer_old: False - long_pair: pol-lit - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-pl-no
Helsinki-NLP
marian
11
8
transformers
0
translation
true
true
false
apache-2.0
['pl', False]
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
2,003
### pol-nor * source group: Polish * target group: Norwegian * OPUS readme: [pol-nor](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/pol-nor/README.md) * model: transformer-align * source language(s): pol * target language(s): nob * model: transformer-align * pre-processing: normalization + SentencePiece (spm4k,spm4k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/pol-nor/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/pol-nor/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/pol-nor/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.pol.nor | 27.5 | 0.479 | ### System Info: - hf_name: pol-nor - source_languages: pol - target_languages: nor - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/pol-nor/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['pl', 'no'] - src_constituents: {'pol'} - tgt_constituents: {'nob', 'nno'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/pol-nor/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/pol-nor/opus-2020-06-17.test.txt - src_alpha3: pol - tgt_alpha3: nor - short_pair: pl-no - chrF2_score: 0.479 - bleu: 27.5 - brevity_penalty: 0.9690000000000001 - ref_len: 2045.0 - src_name: Polish - tgt_name: Norwegian - train_date: 2020-06-17 - src_alpha2: pl - tgt_alpha2: no - prefer_old: False - long_pair: pol-nor - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-pl-sv
Helsinki-NLP
marian
10
16
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
770
### opus-mt-pl-sv * source languages: pl * target languages: sv * OPUS readme: [pl-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/pl-sv/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-24.zip](https://object.pouta.csc.fi/OPUS-MT-models/pl-sv/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/pl-sv/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/pl-sv/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.pl.sv | 58.9 | 0.717 |
Helsinki-NLP/opus-mt-pl-uk
Helsinki-NLP
marian
11
58
transformers
0
translation
true
true
false
apache-2.0
['pl', 'uk']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
1,988
### pol-ukr * source group: Polish * target group: Ukrainian * OPUS readme: [pol-ukr](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/pol-ukr/README.md) * model: transformer-align * source language(s): pol * target language(s): ukr * model: transformer-align * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/pol-ukr/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/pol-ukr/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/pol-ukr/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.pol.ukr | 47.1 | 0.665 | ### System Info: - hf_name: pol-ukr - source_languages: pol - target_languages: ukr - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/pol-ukr/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['pl', 'uk'] - src_constituents: {'pol'} - tgt_constituents: {'ukr'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/pol-ukr/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/pol-ukr/opus-2020-06-17.test.txt - src_alpha3: pol - tgt_alpha3: ukr - short_pair: pl-uk - chrF2_score: 0.665 - bleu: 47.1 - brevity_penalty: 0.992 - ref_len: 13434.0 - src_name: Polish - tgt_name: Ukrainian - train_date: 2020-06-17 - src_alpha2: pl - tgt_alpha2: uk - prefer_old: False - long_pair: pol-ukr - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-pon-en
Helsinki-NLP
marian
10
11
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-pon-en * source languages: pon * target languages: en * OPUS readme: [pon-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/pon-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/pon-en/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/pon-en/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/pon-en/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.pon.en | 34.1 | 0.489 |
Helsinki-NLP/opus-mt-pon-es
Helsinki-NLP
marian
10
7
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-pon-es * source languages: pon * target languages: es * OPUS readme: [pon-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/pon-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/pon-es/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/pon-es/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/pon-es/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.pon.es | 22.4 | 0.402 |
Helsinki-NLP/opus-mt-pon-fi
Helsinki-NLP
marian
10
26
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-pon-fi * source languages: pon * target languages: fi * OPUS readme: [pon-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/pon-fi/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/pon-fi/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/pon-fi/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/pon-fi/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.pon.fi | 22.2 | 0.434 |
Helsinki-NLP/opus-mt-pon-fr
Helsinki-NLP
marian
10
8
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-pon-fr * source languages: pon * target languages: fr * OPUS readme: [pon-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/pon-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/pon-fr/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/pon-fr/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/pon-fr/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.pon.fr | 24.4 | 0.410 |
Helsinki-NLP/opus-mt-pon-sv
Helsinki-NLP
marian
10
7
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-pon-sv * source languages: pon * target languages: sv * OPUS readme: [pon-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/pon-sv/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/pon-sv/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/pon-sv/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/pon-sv/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.pon.sv | 26.4 | 0.436 |
Helsinki-NLP/opus-mt-pqe-en
Helsinki-NLP
marian
11
11
transformers
0
translation
true
true
false
apache-2.0
['fj', 'mi', 'ty', 'to', 'na', 'sm', 'mh', 'pqe', 'en']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,791
### 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
Helsinki-NLP/opus-mt-prl-es
Helsinki-NLP
marian
10
10
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-prl-es * source languages: prl * target languages: es * OPUS readme: [prl-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/prl-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/prl-es/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/prl-es/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/prl-es/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.prl.es | 93.3 | 0.955 |
Helsinki-NLP/opus-mt-pt-ca
Helsinki-NLP
marian
11
1,213
transformers
0
translation
true
true
false
apache-2.0
['pt', 'ca']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
1,991
### por-cat * source group: Portuguese * target group: Catalan * OPUS readme: [por-cat](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/por-cat/README.md) * model: transformer-align * source language(s): por * target language(s): cat * model: transformer-align * pre-processing: normalization + SentencePiece (spm12k,spm12k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/por-cat/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/por-cat/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/por-cat/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.por.cat | 45.7 | 0.672 | ### System Info: - hf_name: por-cat - source_languages: por - target_languages: cat - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/por-cat/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['pt', 'ca'] - src_constituents: {'por'} - tgt_constituents: {'cat'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm12k,spm12k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/por-cat/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/por-cat/opus-2020-06-17.test.txt - src_alpha3: por - tgt_alpha3: cat - short_pair: pt-ca - chrF2_score: 0.672 - bleu: 45.7 - brevity_penalty: 0.972 - ref_len: 5878.0 - src_name: Portuguese - tgt_name: Catalan - train_date: 2020-06-17 - src_alpha2: pt - tgt_alpha2: ca - prefer_old: False - long_pair: por-cat - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-pt-eo
Helsinki-NLP
marian
11
126
transformers
0
translation
true
true
false
apache-2.0
['pt', 'eo']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,006
### por-epo * source group: Portuguese * target group: Esperanto * OPUS readme: [por-epo](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/por-epo/README.md) * model: transformer-align * source language(s): por * target language(s): epo * model: transformer-align * pre-processing: normalization + SentencePiece (spm4k,spm4k) * download original weights: [opus-2020-06-16.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/por-epo/opus-2020-06-16.zip) * test set translations: [opus-2020-06-16.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/por-epo/opus-2020-06-16.test.txt) * test set scores: [opus-2020-06-16.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/por-epo/opus-2020-06-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.por.epo | 26.8 | 0.497 | ### System Info: - hf_name: por-epo - source_languages: por - target_languages: epo - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/por-epo/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['pt', 'eo'] - src_constituents: {'por'} - tgt_constituents: {'epo'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/por-epo/opus-2020-06-16.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/por-epo/opus-2020-06-16.test.txt - src_alpha3: por - tgt_alpha3: epo - short_pair: pt-eo - chrF2_score: 0.49700000000000005 - bleu: 26.8 - brevity_penalty: 0.948 - ref_len: 87408.0 - src_name: Portuguese - tgt_name: Esperanto - train_date: 2020-06-16 - src_alpha2: pt - tgt_alpha2: eo - prefer_old: False - long_pair: por-epo - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-pt-gl
Helsinki-NLP
marian
11
53
transformers
0
translation
true
true
false
apache-2.0
['pt', 'gl']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
1,989
### por-glg * source group: Portuguese * target group: Galician * OPUS readme: [por-glg](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/por-glg/README.md) * model: transformer-align * source language(s): por * target language(s): glg * model: transformer-align * pre-processing: normalization + SentencePiece (spm4k,spm4k) * download original weights: [opus-2020-06-16.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/por-glg/opus-2020-06-16.zip) * test set translations: [opus-2020-06-16.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/por-glg/opus-2020-06-16.test.txt) * test set scores: [opus-2020-06-16.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/por-glg/opus-2020-06-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.por.glg | 55.8 | 0.737 | ### System Info: - hf_name: por-glg - source_languages: por - target_languages: glg - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/por-glg/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['pt', 'gl'] - src_constituents: {'por'} - tgt_constituents: {'glg'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/por-glg/opus-2020-06-16.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/por-glg/opus-2020-06-16.test.txt - src_alpha3: por - tgt_alpha3: glg - short_pair: pt-gl - chrF2_score: 0.737 - bleu: 55.8 - brevity_penalty: 0.996 - ref_len: 2989.0 - src_name: Portuguese - tgt_name: Galician - train_date: 2020-06-16 - src_alpha2: pt - tgt_alpha2: gl - prefer_old: False - long_pair: por-glg - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-pt-tl
Helsinki-NLP
marian
11
8
transformers
0
translation
true
true
false
apache-2.0
['pt', 'tl']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,000
### por-tgl * source group: Portuguese * target group: Tagalog * OPUS readme: [por-tgl](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/por-tgl/README.md) * model: transformer-align * source language(s): por * target language(s): tgl_Latn * model: transformer-align * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/por-tgl/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/por-tgl/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/por-tgl/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.por.tgl | 28.4 | 0.565 | ### System Info: - hf_name: por-tgl - source_languages: por - target_languages: tgl - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/por-tgl/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['pt', 'tl'] - src_constituents: {'por'} - tgt_constituents: {'tgl_Latn'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/por-tgl/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/por-tgl/opus-2020-06-17.test.txt - src_alpha3: por - tgt_alpha3: tgl - short_pair: pt-tl - chrF2_score: 0.565 - bleu: 28.4 - brevity_penalty: 1.0 - ref_len: 13620.0 - src_name: Portuguese - tgt_name: Tagalog - train_date: 2020-06-17 - src_alpha2: pt - tgt_alpha2: tl - prefer_old: False - long_pair: por-tgl - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-pt-uk
Helsinki-NLP
marian
11
121
transformers
0
translation
true
true
false
apache-2.0
['pt', 'uk']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,009
### por-ukr * source group: Portuguese * target group: Ukrainian * OPUS readme: [por-ukr](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/por-ukr/README.md) * model: transformer-align * source language(s): por * target language(s): ukr * model: transformer-align * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/por-ukr/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/por-ukr/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/por-ukr/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.por.ukr | 39.8 | 0.616 | ### System Info: - hf_name: por-ukr - source_languages: por - target_languages: ukr - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/por-ukr/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['pt', 'uk'] - src_constituents: {'por'} - tgt_constituents: {'ukr'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/por-ukr/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/por-ukr/opus-2020-06-17.test.txt - src_alpha3: por - tgt_alpha3: ukr - short_pair: pt-uk - chrF2_score: 0.616 - bleu: 39.8 - brevity_penalty: 0.9990000000000001 - ref_len: 18933.0 - src_name: Portuguese - tgt_name: Ukrainian - train_date: 2020-06-17 - src_alpha2: pt - tgt_alpha2: uk - prefer_old: False - long_pair: por-ukr - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-rn-de
Helsinki-NLP
marian
11
7
transformers
0
translation
true
true
false
apache-2.0
['rn', 'de']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
1,976
### run-deu * source group: Rundi * target group: German * OPUS readme: [run-deu](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/run-deu/README.md) * model: transformer-align * source language(s): run * target language(s): deu * model: transformer-align * pre-processing: normalization + SentencePiece (spm4k,spm4k) * download original weights: [opus-2020-06-16.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/run-deu/opus-2020-06-16.zip) * test set translations: [opus-2020-06-16.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/run-deu/opus-2020-06-16.test.txt) * test set scores: [opus-2020-06-16.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/run-deu/opus-2020-06-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.run.deu | 17.1 | 0.344 | ### System Info: - hf_name: run-deu - source_languages: run - target_languages: deu - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/run-deu/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['rn', 'de'] - src_constituents: {'run'} - tgt_constituents: {'deu'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/run-deu/opus-2020-06-16.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/run-deu/opus-2020-06-16.test.txt - src_alpha3: run - tgt_alpha3: deu - short_pair: rn-de - chrF2_score: 0.344 - bleu: 17.1 - brevity_penalty: 0.961 - ref_len: 10562.0 - src_name: Rundi - tgt_name: German - train_date: 2020-06-16 - src_alpha2: rn - tgt_alpha2: de - prefer_old: False - long_pair: run-deu - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-rn-en
Helsinki-NLP
marian
11
23
transformers
0
translation
true
true
false
apache-2.0
['rn', 'en']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
1,977
### run-eng * source group: Rundi * target group: English * OPUS readme: [run-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/run-eng/README.md) * model: transformer-align * source language(s): run * target language(s): eng * model: transformer-align * pre-processing: normalization + SentencePiece (spm4k,spm4k) * download original weights: [opus-2020-06-16.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/run-eng/opus-2020-06-16.zip) * test set translations: [opus-2020-06-16.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/run-eng/opus-2020-06-16.test.txt) * test set scores: [opus-2020-06-16.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/run-eng/opus-2020-06-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.run.eng | 26.7 | 0.428 | ### System Info: - hf_name: run-eng - source_languages: run - target_languages: eng - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/run-eng/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['rn', 'en'] - src_constituents: {'run'} - tgt_constituents: {'eng'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/run-eng/opus-2020-06-16.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/run-eng/opus-2020-06-16.test.txt - src_alpha3: run - tgt_alpha3: eng - short_pair: rn-en - chrF2_score: 0.428 - bleu: 26.7 - brevity_penalty: 0.99 - ref_len: 10041.0 - src_name: Rundi - tgt_name: English - train_date: 2020-06-16 - src_alpha2: rn - tgt_alpha2: en - prefer_old: False - long_pair: run-eng - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-rn-es
Helsinki-NLP
marian
11
33
transformers
0
translation
true
true
false
apache-2.0
['rn', 'es']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
1,975
### run-spa * source group: Rundi * target group: Spanish * OPUS readme: [run-spa](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/run-spa/README.md) * model: transformer-align * source language(s): run * target language(s): spa * model: transformer-align * pre-processing: normalization + SentencePiece (spm4k,spm4k) * download original weights: [opus-2020-06-16.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/run-spa/opus-2020-06-16.zip) * test set translations: [opus-2020-06-16.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/run-spa/opus-2020-06-16.test.txt) * test set scores: [opus-2020-06-16.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/run-spa/opus-2020-06-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.run.spa | 14.4 | 0.376 | ### System Info: - hf_name: run-spa - source_languages: run - target_languages: spa - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/run-spa/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['rn', 'es'] - src_constituents: {'run'} - tgt_constituents: {'spa'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/run-spa/opus-2020-06-16.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/run-spa/opus-2020-06-16.test.txt - src_alpha3: run - tgt_alpha3: spa - short_pair: rn-es - chrF2_score: 0.376 - bleu: 14.4 - brevity_penalty: 1.0 - ref_len: 5167.0 - src_name: Rundi - tgt_name: Spanish - train_date: 2020-06-16 - src_alpha2: rn - tgt_alpha2: es - prefer_old: False - long_pair: run-spa - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-rn-fr
Helsinki-NLP
marian
11
8
transformers
0
translation
true
true
false
apache-2.0
['rn', 'fr']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
1,973
### run-fra * source group: Rundi * target group: French * OPUS readme: [run-fra](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/run-fra/README.md) * model: transformer-align * source language(s): run * target language(s): fra * model: transformer-align * pre-processing: normalization + SentencePiece (spm4k,spm4k) * download original weights: [opus-2020-06-16.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/run-fra/opus-2020-06-16.zip) * test set translations: [opus-2020-06-16.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/run-fra/opus-2020-06-16.test.txt) * test set scores: [opus-2020-06-16.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/run-fra/opus-2020-06-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.run.fra | 18.2 | 0.397 | ### System Info: - hf_name: run-fra - source_languages: run - target_languages: fra - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/run-fra/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['rn', 'fr'] - src_constituents: {'run'} - tgt_constituents: {'fra'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/run-fra/opus-2020-06-16.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/run-fra/opus-2020-06-16.test.txt - src_alpha3: run - tgt_alpha3: fra - short_pair: rn-fr - chrF2_score: 0.397 - bleu: 18.2 - brevity_penalty: 1.0 - ref_len: 7496.0 - src_name: Rundi - tgt_name: French - train_date: 2020-06-16 - src_alpha2: rn - tgt_alpha2: fr - prefer_old: False - long_pair: run-fra - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-rn-ru
Helsinki-NLP
marian
11
8
transformers
0
translation
true
true
false
apache-2.0
['rn', 'ru']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
1,975
### run-rus * source group: Rundi * target group: Russian * OPUS readme: [run-rus](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/run-rus/README.md) * model: transformer-align * source language(s): run * target language(s): rus * model: transformer-align * pre-processing: normalization + SentencePiece (spm4k,spm4k) * download original weights: [opus-2020-06-16.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/run-rus/opus-2020-06-16.zip) * test set translations: [opus-2020-06-16.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/run-rus/opus-2020-06-16.test.txt) * test set scores: [opus-2020-06-16.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/run-rus/opus-2020-06-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.run.rus | 17.1 | 0.321 | ### System Info: - hf_name: run-rus - source_languages: run - target_languages: rus - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/run-rus/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['rn', 'ru'] - src_constituents: {'run'} - tgt_constituents: {'rus'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/run-rus/opus-2020-06-16.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/run-rus/opus-2020-06-16.test.txt - src_alpha3: run - tgt_alpha3: rus - short_pair: rn-ru - chrF2_score: 0.321 - bleu: 17.1 - brevity_penalty: 1.0 - ref_len: 6635.0 - src_name: Rundi - tgt_name: Russian - train_date: 2020-06-16 - src_alpha2: rn - tgt_alpha2: ru - prefer_old: False - long_pair: run-rus - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-rnd-en
Helsinki-NLP
marian
10
11
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-rnd-en * source languages: rnd * target languages: en * OPUS readme: [rnd-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/rnd-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/rnd-en/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/rnd-en/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/rnd-en/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.rnd.en | 37.8 | 0.531 |
Helsinki-NLP/opus-mt-rnd-fr
Helsinki-NLP
marian
10
7
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-rnd-fr * source languages: rnd * target languages: fr * OPUS readme: [rnd-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/rnd-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/rnd-fr/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/rnd-fr/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/rnd-fr/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.rnd.fr | 22.1 | 0.392 |
Helsinki-NLP/opus-mt-rnd-sv
Helsinki-NLP
marian
10
8
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-rnd-sv * source languages: rnd * target languages: sv * OPUS readme: [rnd-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/rnd-sv/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/rnd-sv/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/rnd-sv/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/rnd-sv/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.rnd.sv | 21.2 | 0.387 |
Helsinki-NLP/opus-mt-ro-eo
Helsinki-NLP
marian
11
50
transformers
0
translation
true
true
false
apache-2.0
['ro', 'eo']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
1,988
### ron-epo * source group: Romanian * target group: Esperanto * OPUS readme: [ron-epo](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ron-epo/README.md) * model: transformer-align * source language(s): ron * target language(s): epo * model: transformer-align * pre-processing: normalization + SentencePiece (spm4k,spm4k) * download original weights: [opus-2020-06-16.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/ron-epo/opus-2020-06-16.zip) * test set translations: [opus-2020-06-16.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/ron-epo/opus-2020-06-16.test.txt) * test set scores: [opus-2020-06-16.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/ron-epo/opus-2020-06-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.ron.epo | 27.8 | 0.495 | ### System Info: - hf_name: ron-epo - source_languages: ron - target_languages: epo - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ron-epo/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['ro', 'eo'] - src_constituents: {'ron'} - tgt_constituents: {'epo'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/ron-epo/opus-2020-06-16.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/ron-epo/opus-2020-06-16.test.txt - src_alpha3: ron - tgt_alpha3: epo - short_pair: ro-eo - chrF2_score: 0.495 - bleu: 27.8 - brevity_penalty: 0.955 - ref_len: 25751.0 - src_name: Romanian - tgt_name: Esperanto - train_date: 2020-06-16 - src_alpha2: ro - tgt_alpha2: eo - prefer_old: False - long_pair: ron-epo - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-ro-fi
Helsinki-NLP
marian
10
32
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
768
### opus-mt-ro-fi * source languages: ro * target languages: fi * OPUS readme: [ro-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ro-fi/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/ro-fi/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/ro-fi/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/ro-fi/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.ro.fi | 25.2 | 0.521 |
Helsinki-NLP/opus-mt-ro-fr
Helsinki-NLP
marian
10
50
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
770
### opus-mt-ro-fr * source languages: ro * target languages: fr * OPUS readme: [ro-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ro-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/ro-fr/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/ro-fr/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/ro-fr/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.ro.fr | 54.5 | 0.697 |
Helsinki-NLP/opus-mt-ro-sv
Helsinki-NLP
marian
10
13
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
768
### opus-mt-ro-sv * source languages: ro * target languages: sv * OPUS readme: [ro-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ro-sv/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/ro-sv/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/ro-sv/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/ro-sv/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.ro.sv | 31.2 | 0.529 |
Helsinki-NLP/opus-mt-roa-en
Helsinki-NLP
marian
12
39,114
transformers
2
translation
true
true
false
apache-2.0
['it', 'ca', 'rm', 'es', 'ro', 'gl', 'co', 'wa', 'pt', 'oc', 'an', 'id', 'fr', 'ht', 'roa', 'en']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
5,103
### roa-eng * source group: Romance languages * target group: English * OPUS readme: [roa-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/roa-eng/README.md) * model: transformer * source language(s): arg ast cat cos egl ext fra frm_Latn gcf_Latn glg hat ind ita lad lad_Latn lij lld_Latn lmo max_Latn mfe min mwl oci pap pms por roh ron scn spa tmw_Latn vec wln zlm_Latn zsm_Latn * 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/roa-eng/opus2m-2020-08-01.zip) * test set translations: [opus2m-2020-08-01.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/roa-eng/opus2m-2020-08-01.test.txt) * test set scores: [opus2m-2020-08-01.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/roa-eng/opus2m-2020-08-01.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | newsdev2016-enro-roneng.ron.eng | 37.1 | 0.631 | | newsdiscussdev2015-enfr-fraeng.fra.eng | 31.6 | 0.564 | | newsdiscusstest2015-enfr-fraeng.fra.eng | 36.1 | 0.592 | | newssyscomb2009-fraeng.fra.eng | 29.3 | 0.563 | | newssyscomb2009-itaeng.ita.eng | 33.1 | 0.589 | | newssyscomb2009-spaeng.spa.eng | 29.2 | 0.562 | | news-test2008-fraeng.fra.eng | 25.2 | 0.533 | | news-test2008-spaeng.spa.eng | 26.6 | 0.542 | | newstest2009-fraeng.fra.eng | 28.6 | 0.557 | | newstest2009-itaeng.ita.eng | 32.0 | 0.580 | | newstest2009-spaeng.spa.eng | 28.9 | 0.559 | | newstest2010-fraeng.fra.eng | 29.9 | 0.573 | | newstest2010-spaeng.spa.eng | 33.3 | 0.596 | | newstest2011-fraeng.fra.eng | 31.2 | 0.585 | | newstest2011-spaeng.spa.eng | 32.3 | 0.584 | | newstest2012-fraeng.fra.eng | 31.3 | 0.580 | | newstest2012-spaeng.spa.eng | 35.3 | 0.606 | | newstest2013-fraeng.fra.eng | 31.9 | 0.575 | | newstest2013-spaeng.spa.eng | 32.8 | 0.592 | | newstest2014-fren-fraeng.fra.eng | 34.6 | 0.611 | | newstest2016-enro-roneng.ron.eng | 35.8 | 0.614 | | Tatoeba-test.arg-eng.arg.eng | 38.7 | 0.512 | | Tatoeba-test.ast-eng.ast.eng | 35.2 | 0.520 | | Tatoeba-test.cat-eng.cat.eng | 54.9 | 0.703 | | Tatoeba-test.cos-eng.cos.eng | 68.1 | 0.666 | | Tatoeba-test.egl-eng.egl.eng | 6.7 | 0.209 | | Tatoeba-test.ext-eng.ext.eng | 24.2 | 0.427 | | Tatoeba-test.fra-eng.fra.eng | 53.9 | 0.691 | | Tatoeba-test.frm-eng.frm.eng | 25.7 | 0.423 | | Tatoeba-test.gcf-eng.gcf.eng | 14.8 | 0.288 | | Tatoeba-test.glg-eng.glg.eng | 54.6 | 0.703 | | Tatoeba-test.hat-eng.hat.eng | 37.0 | 0.540 | | Tatoeba-test.ita-eng.ita.eng | 64.8 | 0.768 | | Tatoeba-test.lad-eng.lad.eng | 21.7 | 0.452 | | Tatoeba-test.lij-eng.lij.eng | 11.2 | 0.299 | | Tatoeba-test.lld-eng.lld.eng | 10.8 | 0.273 | | Tatoeba-test.lmo-eng.lmo.eng | 5.8 | 0.260 | | Tatoeba-test.mfe-eng.mfe.eng | 63.1 | 0.819 | | Tatoeba-test.msa-eng.msa.eng | 40.9 | 0.592 | | Tatoeba-test.multi.eng | 54.9 | 0.697 | | Tatoeba-test.mwl-eng.mwl.eng | 44.6 | 0.674 | | Tatoeba-test.oci-eng.oci.eng | 20.5 | 0.404 | | Tatoeba-test.pap-eng.pap.eng | 56.2 | 0.669 | | Tatoeba-test.pms-eng.pms.eng | 10.3 | 0.324 | | Tatoeba-test.por-eng.por.eng | 59.7 | 0.738 | | Tatoeba-test.roh-eng.roh.eng | 14.8 | 0.378 | | Tatoeba-test.ron-eng.ron.eng | 55.2 | 0.703 | | Tatoeba-test.scn-eng.scn.eng | 10.2 | 0.259 | | Tatoeba-test.spa-eng.spa.eng | 56.2 | 0.714 | | Tatoeba-test.vec-eng.vec.eng | 13.8 | 0.317 | | Tatoeba-test.wln-eng.wln.eng | 17.3 | 0.323 | ### System Info: - hf_name: roa-eng - source_languages: roa - target_languages: eng - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/roa-eng/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['it', 'ca', 'rm', 'es', 'ro', 'gl', 'co', 'wa', 'pt', 'oc', 'an', 'id', 'fr', 'ht', 'roa', 'en'] - src_constituents: {'ita', 'cat', 'roh', 'spa', 'pap', 'lmo', 'mwl', 'lij', 'lad_Latn', 'ext', 'ron', 'ast', 'glg', 'pms', 'zsm_Latn', 'gcf_Latn', 'lld_Latn', 'min', 'tmw_Latn', 'cos', 'wln', 'zlm_Latn', 'por', 'egl', 'oci', 'vec', 'arg', 'ind', 'fra', 'hat', 'lad', 'max_Latn', 'frm_Latn', 'scn', 'mfe'} - tgt_constituents: {'eng'} - src_multilingual: True - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/roa-eng/opus2m-2020-08-01.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/roa-eng/opus2m-2020-08-01.test.txt - src_alpha3: roa - tgt_alpha3: eng - short_pair: roa-en - chrF2_score: 0.6970000000000001 - bleu: 54.9 - brevity_penalty: 0.9790000000000001 - ref_len: 74762.0 - src_name: Romance languages - tgt_name: English - train_date: 2020-08-01 - src_alpha2: roa - tgt_alpha2: en - prefer_old: False - long_pair: roa-eng - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-ru-af
Helsinki-NLP
marian
11
11
transformers
0
translation
true
true
false
apache-2.0
['ru', 'af']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
1,987
### rus-afr * source group: Russian * target group: Afrikaans * OPUS readme: [rus-afr](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-afr/README.md) * model: transformer-align * source language(s): rus * target language(s): afr * model: transformer-align * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-afr/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-afr/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-afr/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.rus.afr | 48.1 | 0.669 | ### System Info: - hf_name: rus-afr - source_languages: rus - target_languages: afr - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-afr/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['ru', 'af'] - src_constituents: {'rus'} - tgt_constituents: {'afr'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-afr/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-afr/opus-2020-06-17.test.txt - src_alpha3: rus - tgt_alpha3: afr - short_pair: ru-af - chrF2_score: 0.669 - bleu: 48.1 - brevity_penalty: 1.0 - ref_len: 1390.0 - src_name: Russian - tgt_name: Afrikaans - train_date: 2020-06-17 - src_alpha2: ru - tgt_alpha2: af - prefer_old: False - long_pair: rus-afr - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-ru-ar
Helsinki-NLP
marian
11
28
transformers
0
translation
true
true
false
apache-2.0
['ru', 'ar']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,161
### rus-ara * source group: Russian * target group: Arabic * OPUS readme: [rus-ara](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-ara/README.md) * model: transformer * source language(s): rus * target language(s): apc ara 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/rus-ara/opus-2020-07-03.zip) * test set translations: [opus-2020-07-03.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-ara/opus-2020-07-03.test.txt) * test set scores: [opus-2020-07-03.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-ara/opus-2020-07-03.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.rus.ara | 16.6 | 0.486 | ### System Info: - hf_name: rus-ara - source_languages: rus - target_languages: ara - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-ara/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['ru', 'ar'] - src_constituents: {'rus'} - 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/rus-ara/opus-2020-07-03.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-ara/opus-2020-07-03.test.txt - src_alpha3: rus - tgt_alpha3: ara - short_pair: ru-ar - chrF2_score: 0.486 - bleu: 16.6 - brevity_penalty: 0.9690000000000001 - ref_len: 18878.0 - src_name: Russian - tgt_name: Arabic - train_date: 2020-07-03 - src_alpha2: ru - tgt_alpha2: ar - prefer_old: False - long_pair: rus-ara - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-ru-bg
Helsinki-NLP
marian
11
16
transformers
0
translation
true
true
false
apache-2.0
['ru', 'bg']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,115
### rus-bul * source group: Russian * target group: Bulgarian * OPUS readme: [rus-bul](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-bul/README.md) * model: transformer * source language(s): rus * target language(s): bul bul_Latn * 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/rus-bul/opus-2020-07-03.zip) * test set translations: [opus-2020-07-03.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-bul/opus-2020-07-03.test.txt) * test set scores: [opus-2020-07-03.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-bul/opus-2020-07-03.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.rus.bul | 52.3 | 0.704 | ### System Info: - hf_name: rus-bul - source_languages: rus - target_languages: bul - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-bul/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['ru', 'bg'] - src_constituents: {'rus'} - tgt_constituents: {'bul', 'bul_Latn'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-bul/opus-2020-07-03.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-bul/opus-2020-07-03.test.txt - src_alpha3: rus - tgt_alpha3: bul - short_pair: ru-bg - chrF2_score: 0.7040000000000001 - bleu: 52.3 - brevity_penalty: 0.919 - ref_len: 8272.0 - src_name: Russian - tgt_name: Bulgarian - train_date: 2020-07-03 - src_alpha2: ru - tgt_alpha2: bg - prefer_old: False - long_pair: rus-bul - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-ru-da
Helsinki-NLP
marian
11
46
transformers
0
translation
true
true
false
apache-2.0
['ru', 'da']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
1,997
### rus-dan * source group: Russian * target group: Danish * OPUS readme: [rus-dan](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-dan/README.md) * model: transformer-align * source language(s): rus * target language(s): dan * model: transformer-align * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-dan/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-dan/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-dan/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.rus.dan | 56.6 | 0.714 | ### System Info: - hf_name: rus-dan - source_languages: rus - target_languages: dan - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-dan/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['ru', 'da'] - src_constituents: {'rus'} - tgt_constituents: {'dan'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-dan/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-dan/opus-2020-06-17.test.txt - src_alpha3: rus - tgt_alpha3: dan - short_pair: ru-da - chrF2_score: 0.7140000000000001 - bleu: 56.6 - brevity_penalty: 0.977 - ref_len: 11746.0 - src_name: Russian - tgt_name: Danish - train_date: 2020-06-17 - src_alpha2: ru - tgt_alpha2: da - prefer_old: False - long_pair: rus-dan - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-ru-en
Helsinki-NLP
marian
11
150,675
transformers
15
translation
true
true
false
cc-by-4.0
null
null
null
1
0
1
0
0
0
0
['translation']
false
true
true
3,110
### opus-mt-ru-en ## Table of Contents - [Model Details](#model-details) - [Uses](#uses) - [Risks, Limitations and Biases](#risks-limitations-and-biases) - [Training](#training) - [Evaluation](#evaluation) - [Citation Information](#citation-information) - [How to Get Started With the Model](#how-to-get-started-with-the-model) ## Model Details **Model Description:** - **Developed by:** Language Technology Research Group at the University of Helsinki - **Model Type:** Transformer-align - **Language(s):** - Source Language: Russian - Target Language: English - **License:** CC-BY-4.0 - **Resources for more information:** - [GitHub Repo](https://github.com/Helsinki-NLP/OPUS-MT-train) ## Uses #### Direct Use This model can be used for translation and text-to-text generation. ## Risks, Limitations and Biases **CONTENT WARNING: Readers should be aware this section contains content that is disturbing, offensive, and can propagate historical and current stereotypes.** Significant research has explored bias and fairness issues with language models (see, e.g., [Sheng et al. (2021)](https://aclanthology.org/2021.acl-long.330.pdf) and [Bender et al. (2021)](https://dl.acm.org/doi/pdf/10.1145/3442188.3445922)). Further details about the dataset for this model can be found in the OPUS readme: [ru-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ru-en/README.md) ## Training #### Training Data ##### Preprocessing * Pre-processing: Normalization + SentencePiece * Dataset: [opus](https://github.com/Helsinki-NLP/Opus-MT) * Download original weights: [opus-2020-02-26.zip](https://object.pouta.csc.fi/OPUS-MT-models/ru-en/opus-2020-02-26.zip) * Test set translations: [opus-2020-02-26.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/ru-en/opus-2020-02-26.test.txt) ## Evaluation #### Results * test set scores: [opus-2020-02-26.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/ru-en/opus-2020-02-26.eval.txt) #### Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | newstest2012.ru.en | 34.8 | 0.603 | | newstest2013.ru.en | 27.9 | 0.545 | | newstest2014-ruen.ru.en | 31.9 | 0.591 | | newstest2015-enru.ru.en | 30.4 | 0.568 | | newstest2016-enru.ru.en | 30.1 | 0.565 | | newstest2017-enru.ru.en | 33.4 | 0.593 | | newstest2018-enru.ru.en | 29.6 | 0.565 | | newstest2019-ruen.ru.en | 31.4 | 0.576 | | Tatoeba.ru.en | 61.1 | 0.736 | ## Citation Information ```bibtex @InProceedings{TiedemannThottingal:EAMT2020, author = {J{\"o}rg Tiedemann and Santhosh Thottingal}, title = {{OPUS-MT} — {B}uilding open translation services for the {W}orld}, booktitle = {Proceedings of the 22nd Annual Conferenec of the European Association for Machine Translation (EAMT)}, year = {2020}, address = {Lisbon, Portugal} } ``` ## How to Get Started With the Model ```python from transformers import AutoTokenizer, AutoModelForSeq2SeqLM tokenizer = AutoTokenizer.from_pretrained("Helsinki-NLP/opus-mt-ru-en") model = AutoModelForSeq2SeqLM.from_pretrained("Helsinki-NLP/opus-mt-ru-en") ```
Helsinki-NLP/opus-mt-ru-eo
Helsinki-NLP
marian
11
16
transformers
0
translation
true
true
false
apache-2.0
['ru', 'eo']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
1,986
### rus-epo * source group: Russian * target group: Esperanto * OPUS readme: [rus-epo](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-epo/README.md) * model: transformer-align * source language(s): rus * target language(s): epo * model: transformer-align * pre-processing: normalization + SentencePiece (spm4k,spm4k) * download original weights: [opus-2020-06-16.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-epo/opus-2020-06-16.zip) * test set translations: [opus-2020-06-16.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-epo/opus-2020-06-16.test.txt) * test set scores: [opus-2020-06-16.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-epo/opus-2020-06-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.rus.epo | 24.2 | 0.436 | ### System Info: - hf_name: rus-epo - source_languages: rus - target_languages: epo - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-epo/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['ru', 'eo'] - src_constituents: {'rus'} - tgt_constituents: {'epo'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-epo/opus-2020-06-16.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-epo/opus-2020-06-16.test.txt - src_alpha3: rus - tgt_alpha3: epo - short_pair: ru-eo - chrF2_score: 0.436 - bleu: 24.2 - brevity_penalty: 0.925 - ref_len: 77197.0 - src_name: Russian - tgt_name: Esperanto - train_date: 2020-06-16 - src_alpha2: ru - tgt_alpha2: eo - prefer_old: False - long_pair: rus-epo - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-ru-es
Helsinki-NLP
marian
10
522
transformers
1
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
850
### opus-mt-ru-es * source languages: ru * target languages: es * OPUS readme: [ru-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ru-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-21.zip](https://object.pouta.csc.fi/OPUS-MT-models/ru-es/opus-2020-01-21.zip) * test set translations: [opus-2020-01-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/ru-es/opus-2020-01-21.test.txt) * test set scores: [opus-2020-01-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/ru-es/opus-2020-01-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | newstest2012.ru.es | 26.1 | 0.527 | | newstest2013.ru.es | 28.2 | 0.538 | | Tatoeba.ru.es | 49.4 | 0.675 |
Helsinki-NLP/opus-mt-ru-et
Helsinki-NLP
marian
11
14
transformers
0
translation
true
true
false
apache-2.0
['ru', 'et']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,000
### rus-est * source group: Russian * target group: Estonian * OPUS readme: [rus-est](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-est/README.md) * model: transformer-align * source language(s): rus * target language(s): est * model: transformer-align * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-est/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-est/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-est/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.rus.est | 57.5 | 0.749 | ### System Info: - hf_name: rus-est - source_languages: rus - target_languages: est - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-est/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['ru', 'et'] - src_constituents: {'rus'} - tgt_constituents: {'est'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-est/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-est/opus-2020-06-17.test.txt - src_alpha3: rus - tgt_alpha3: est - short_pair: ru-et - chrF2_score: 0.7490000000000001 - bleu: 57.5 - brevity_penalty: 0.975 - ref_len: 3572.0 - src_name: Russian - tgt_name: Estonian - train_date: 2020-06-17 - src_alpha2: ru - tgt_alpha2: et - prefer_old: False - long_pair: rus-est - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-ru-eu
Helsinki-NLP
marian
10
15
transformers
0
translation
true
false
false
apache-2.0
['ru', 'eu']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
1,992
### rus-eus * source group: Russian * target group: Basque * OPUS readme: [rus-eus](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-eus/README.md) * model: transformer-align * source language(s): rus * target language(s): eus * model: transformer-align * pre-processing: normalization + SentencePiece (spm4k,spm4k) * download original weights: [opus-2020-06-16.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-eus/opus-2020-06-16.zip) * test set translations: [opus-2020-06-16.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-eus/opus-2020-06-16.test.txt) * test set scores: [opus-2020-06-16.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-eus/opus-2020-06-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.rus.eus | 29.7 | 0.539 | ### System Info: - hf_name: rus-eus - source_languages: rus - target_languages: eus - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-eus/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['ru', 'eu'] - src_constituents: {'rus'} - tgt_constituents: {'eus'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-eus/opus-2020-06-16.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-eus/opus-2020-06-16.test.txt - src_alpha3: rus - tgt_alpha3: eus - short_pair: ru-eu - chrF2_score: 0.539 - bleu: 29.7 - brevity_penalty: 0.9440000000000001 - ref_len: 2373.0 - src_name: Russian - tgt_name: Basque - train_date: 2020-06-16 - src_alpha2: ru - tgt_alpha2: eu - prefer_old: False - long_pair: rus-eus - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-ru-fi
Helsinki-NLP
marian
10
119
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
770
### opus-mt-ru-fi * source languages: ru * target languages: fi * OPUS readme: [ru-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ru-fi/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-04-12.zip](https://object.pouta.csc.fi/OPUS-MT-models/ru-fi/opus-2020-04-12.zip) * test set translations: [opus-2020-04-12.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/ru-fi/opus-2020-04-12.test.txt) * test set scores: [opus-2020-04-12.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/ru-fi/opus-2020-04-12.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.ru.fi | 40.1 | 0.646 |
Helsinki-NLP/opus-mt-ru-fr
Helsinki-NLP
marian
11
211
transformers
0
translation
true
true
true
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
850
### opus-mt-ru-fr * source languages: ru * target languages: fr * OPUS readme: [ru-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ru-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-26.zip](https://object.pouta.csc.fi/OPUS-MT-models/ru-fr/opus-2020-01-26.zip) * test set translations: [opus-2020-01-26.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/ru-fr/opus-2020-01-26.test.txt) * test set scores: [opus-2020-01-26.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/ru-fr/opus-2020-01-26.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | newstest2012.ru.fr | 18.3 | 0.497 | | newstest2013.ru.fr | 21.6 | 0.516 | | Tatoeba.ru.fr | 51.5 | 0.670 |
Helsinki-NLP/opus-mt-ru-he
Helsinki-NLP
marian
12
17
transformers
0
translation
true
true
false
apache-2.0
['ru', 'he']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,026
### ru-he * source group: Russian * target group: Hebrew * OPUS readme: [rus-heb](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-heb/README.md) * model: transformer * source language(s): rus * target language(s): heb * model: transformer * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus-2020-10-04.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-heb/opus-2020-10-04.zip) * test set translations: [opus-2020-10-04.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-heb/opus-2020-10-04.test.txt) * test set scores: [opus-2020-10-04.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-heb/opus-2020-10-04.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.rus.heb | 36.1 | 0.569 | ### System Info: - hf_name: ru-he - source_languages: rus - target_languages: heb - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-heb/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['ru', 'he'] - src_constituents: ('Russian', {'rus'}) - tgt_constituents: ('Hebrew', {'heb'}) - src_multilingual: False - tgt_multilingual: False - long_pair: rus-heb - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-heb/opus-2020-10-04.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-heb/opus-2020-10-04.test.txt - src_alpha3: rus - tgt_alpha3: heb - chrF2_score: 0.569 - bleu: 36.1 - brevity_penalty: 0.9990000000000001 - ref_len: 15028.0 - src_name: Russian - tgt_name: Hebrew - train_date: 2020-10-04 00:00:00 - src_alpha2: ru - tgt_alpha2: he - prefer_old: False - short_pair: ru-he - helsinki_git_sha: 61fd6908b37d9a7b21cc3e27c1ae1fccedc97561 - transformers_git_sha: b0a907615aca0d728a9bc90f16caef0848f6a435 - port_machine: LM0-400-22516.local - port_time: 2020-10-26-16:16
Helsinki-NLP/opus-mt-ru-hy
Helsinki-NLP
marian
11
7
transformers
0
translation
true
true
false
apache-2.0
['ru', 'hy']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,106
### rus-hye * source group: Russian * target group: Armenian * OPUS readme: [rus-hye](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-hye/README.md) * model: transformer-align * source language(s): rus * target language(s): hye hye_Latn * model: transformer-align * pre-processing: normalization + SentencePiece (spm4k,spm4k) * a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID) * download original weights: [opus-2020-06-16.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-hye/opus-2020-06-16.zip) * test set translations: [opus-2020-06-16.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-hye/opus-2020-06-16.test.txt) * test set scores: [opus-2020-06-16.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-hye/opus-2020-06-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.rus.hye | 21.7 | 0.494 | ### System Info: - hf_name: rus-hye - source_languages: rus - target_languages: hye - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-hye/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['ru', 'hy'] - src_constituents: {'rus'} - tgt_constituents: {'hye', 'hye_Latn'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-hye/opus-2020-06-16.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-hye/opus-2020-06-16.test.txt - src_alpha3: rus - tgt_alpha3: hye - short_pair: ru-hy - chrF2_score: 0.494 - bleu: 21.7 - brevity_penalty: 1.0 - ref_len: 1602.0 - src_name: Russian - tgt_name: Armenian - train_date: 2020-06-16 - src_alpha2: ru - tgt_alpha2: hy - prefer_old: False - long_pair: rus-hye - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-ru-lt
Helsinki-NLP
marian
11
18
transformers
0
translation
true
true
false
apache-2.0
['ru', 'lt']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
1,992
### rus-lit * source group: Russian * target group: Lithuanian * OPUS readme: [rus-lit](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-lit/README.md) * model: transformer-align * source language(s): rus * target language(s): lit * model: transformer-align * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-lit/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-lit/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-lit/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.rus.lit | 43.5 | 0.675 | ### System Info: - hf_name: rus-lit - source_languages: rus - target_languages: lit - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-lit/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['ru', 'lt'] - src_constituents: {'rus'} - tgt_constituents: {'lit'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-lit/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-lit/opus-2020-06-17.test.txt - src_alpha3: rus - tgt_alpha3: lit - short_pair: ru-lt - chrF2_score: 0.675 - bleu: 43.5 - brevity_penalty: 0.937 - ref_len: 14406.0 - src_name: Russian - tgt_name: Lithuanian - train_date: 2020-06-17 - src_alpha2: ru - tgt_alpha2: lt - prefer_old: False - long_pair: rus-lit - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-ru-lv
Helsinki-NLP
marian
11
13
transformers
0
translation
true
true
false
apache-2.0
['ru', 'lv']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
1,985
### rus-lav * source group: Russian * target group: Latvian * OPUS readme: [rus-lav](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-lav/README.md) * model: transformer-align * source language(s): rus * target language(s): lav * model: transformer-align * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-lav/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-lav/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-lav/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.rus.lav | 50.0 | 0.696 | ### System Info: - hf_name: rus-lav - source_languages: rus - target_languages: lav - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-lav/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['ru', 'lv'] - src_constituents: {'rus'} - tgt_constituents: {'lav'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-lav/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-lav/opus-2020-06-17.test.txt - src_alpha3: rus - tgt_alpha3: lav - short_pair: ru-lv - chrF2_score: 0.696 - bleu: 50.0 - brevity_penalty: 0.968 - ref_len: 1518.0 - src_name: Russian - tgt_name: Latvian - train_date: 2020-06-17 - src_alpha2: ru - tgt_alpha2: lv - prefer_old: False - long_pair: rus-lav - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-ru-no
Helsinki-NLP
marian
11
25
transformers
0
translation
true
true
false
apache-2.0
['ru', False]
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
2,101
### rus-nor * source group: Russian * target group: Norwegian * OPUS readme: [rus-nor](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-nor/README.md) * model: transformer-align * source language(s): rus * target language(s): nno nob * model: transformer-align * pre-processing: normalization + SentencePiece (spm4k,spm4k) * a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-nor/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-nor/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-nor/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.rus.nor | 20.3 | 0.418 | ### System Info: - hf_name: rus-nor - source_languages: rus - target_languages: nor - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-nor/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['ru', 'no'] - src_constituents: {'rus'} - tgt_constituents: {'nob', 'nno'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-nor/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-nor/opus-2020-06-17.test.txt - src_alpha3: rus - tgt_alpha3: nor - short_pair: ru-no - chrF2_score: 0.418 - bleu: 20.3 - brevity_penalty: 0.946 - ref_len: 11686.0 - src_name: Russian - tgt_name: Norwegian - train_date: 2020-06-17 - src_alpha2: ru - tgt_alpha2: no - prefer_old: False - long_pair: rus-nor - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-ru-sl
Helsinki-NLP
marian
11
13
transformers
0
translation
true
true
false
apache-2.0
['ru', 'sl']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,003
### rus-slv * source group: Russian * target group: Slovenian * OPUS readme: [rus-slv](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-slv/README.md) * model: transformer-align * source language(s): rus * target language(s): slv * model: transformer-align * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-slv/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-slv/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-slv/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.rus.slv | 32.3 | 0.492 | ### System Info: - hf_name: rus-slv - source_languages: rus - target_languages: slv - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-slv/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['ru', 'sl'] - src_constituents: {'rus'} - tgt_constituents: {'slv'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-slv/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-slv/opus-2020-06-17.test.txt - src_alpha3: rus - tgt_alpha3: slv - short_pair: ru-sl - chrF2_score: 0.49200000000000005 - bleu: 32.3 - brevity_penalty: 0.992 - ref_len: 2135.0 - src_name: Russian - tgt_name: Slovenian - train_date: 2020-06-17 - src_alpha2: ru - tgt_alpha2: sl - prefer_old: False - long_pair: rus-slv - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-ru-sv
Helsinki-NLP
marian
11
35
transformers
0
translation
true
true
false
apache-2.0
['ru', 'sv']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
1,985
### rus-swe * source group: Russian * target group: Swedish * OPUS readme: [rus-swe](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-swe/README.md) * model: transformer-align * source language(s): rus * target language(s): swe * model: transformer-align * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-swe/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-swe/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-swe/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.rus.swe | 51.9 | 0.677 | ### System Info: - hf_name: rus-swe - source_languages: rus - target_languages: swe - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-swe/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['ru', 'sv'] - src_constituents: {'rus'} - tgt_constituents: {'swe'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-swe/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-swe/opus-2020-06-17.test.txt - src_alpha3: rus - tgt_alpha3: swe - short_pair: ru-sv - chrF2_score: 0.677 - bleu: 51.9 - brevity_penalty: 0.968 - ref_len: 8449.0 - src_name: Russian - tgt_name: Swedish - train_date: 2020-06-17 - src_alpha2: ru - tgt_alpha2: sv - prefer_old: False - long_pair: rus-swe - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-ru-uk
Helsinki-NLP
marian
11
942
transformers
3
translation
true
true
false
apache-2.0
['ru', 'uk']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,002
### rus-ukr * source group: Russian * target group: Ukrainian * OPUS readme: [rus-ukr](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-ukr/README.md) * model: transformer-align * source language(s): rus * target language(s): ukr * model: transformer-align * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-ukr/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-ukr/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-ukr/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.rus.ukr | 64.0 | 0.793 | ### System Info: - hf_name: rus-ukr - source_languages: rus - target_languages: ukr - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-ukr/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['ru', 'uk'] - src_constituents: {'rus'} - tgt_constituents: {'ukr'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-ukr/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-ukr/opus-2020-06-17.test.txt - src_alpha3: rus - tgt_alpha3: ukr - short_pair: ru-uk - chrF2_score: 0.7929999999999999 - bleu: 64.0 - brevity_penalty: 0.99 - ref_len: 60212.0 - src_name: Russian - tgt_name: Ukrainian - train_date: 2020-06-17 - src_alpha2: ru - tgt_alpha2: uk - prefer_old: False - long_pair: rus-ukr - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-ru-vi
Helsinki-NLP
marian
11
16
transformers
0
translation
true
true
false
apache-2.0
['ru', 'vi']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,015
### rus-vie * source group: Russian * target group: Vietnamese * OPUS readme: [rus-vie](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-vie/README.md) * model: transformer-align * source language(s): rus * target language(s): vie * model: transformer-align * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-vie/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-vie/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/rus-vie/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.rus.vie | 16.9 | 0.346 | ### System Info: - hf_name: rus-vie - source_languages: rus - target_languages: vie - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/rus-vie/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['ru', 'vi'] - src_constituents: {'rus'} - tgt_constituents: {'vie', 'vie_Hani'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-vie/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/rus-vie/opus-2020-06-17.test.txt - src_alpha3: rus - tgt_alpha3: vie - short_pair: ru-vi - chrF2_score: 0.34600000000000003 - bleu: 16.9 - brevity_penalty: 1.0 - ref_len: 2566.0 - src_name: Russian - tgt_name: Vietnamese - train_date: 2020-06-17 - src_alpha2: ru - tgt_alpha2: vi - prefer_old: False - long_pair: rus-vie - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-run-en
Helsinki-NLP
marian
10
10
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-run-en * source languages: run * target languages: en * OPUS readme: [run-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/run-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-21.zip](https://object.pouta.csc.fi/OPUS-MT-models/run-en/opus-2020-01-21.zip) * test set translations: [opus-2020-01-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/run-en/opus-2020-01-21.test.txt) * test set scores: [opus-2020-01-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/run-en/opus-2020-01-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.run.en | 42.7 | 0.583 |
Helsinki-NLP/opus-mt-run-es
Helsinki-NLP
marian
10
8
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-run-es * source languages: run * target languages: es * OPUS readme: [run-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/run-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/run-es/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/run-es/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/run-es/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.run.es | 26.9 | 0.452 |