Datasets:
davanstrien
/
model_cards_with_readmes_with_duplicates

Dataset card Data Studio Files
xet
Community
1
repo_id
stringlengths
4
122
author
stringlengths
2
38
⌀
model_type
stringlengths
2
33
⌀
files_per_repo
int64
2
39k
downloads_30d
int64
0
33.7M
library
stringlengths
2
37
⌀
likes
int64
0
4.87k
pipeline
stringlengths
5
30
⌀
pytorch
bool
2 classes
tensorflow
bool
2 classes
jax
bool
2 classes
license
stringlengths
2
33
⌀
languages
stringlengths
2
1.63k
⌀
datasets
stringlengths
2
2.58k
⌀
co2
stringlengths
6
258
⌀
prs_count
int64
0
125
prs_open
int64
0
120
prs_merged
int64
0
46
prs_closed
int64
0
34
discussions_count
int64
0
218
discussions_open
int64
0
148
discussions_closed
int64
0
70
tags
stringlengths
2
513
has_model_index
bool
2 classes
has_metadata
bool
2 classes
has_text
bool
1 class
text_length
int64
201
598k
readme
stringlengths
0
598k
Helsinki-NLP/opus-mt-de-cs
Helsinki-NLP
marian
10
145
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
1,099
### opus-mt-de-cs * source languages: de * target languages: cs * OPUS readme: [de-cs](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-cs/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-cs/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-cs/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-cs/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | newssyscomb2009.de.cs | 22.4 | 0.499 | | news-test2008.de.cs | 20.2 | 0.487 | | newstest2009.de.cs | 20.9 | 0.485 | | newstest2010.de.cs | 22.7 | 0.510 | | newstest2011.de.cs | 21.2 | 0.487 | | newstest2012.de.cs | 20.9 | 0.479 | | newstest2013.de.cs | 23.0 | 0.500 | | newstest2019-decs.de.cs | 22.5 | 0.495 | | Tatoeba.de.cs | 42.2 | 0.625 |
Helsinki-NLP/opus-mt-de-da
Helsinki-NLP
marian
10
169
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-de-da * source languages: de * target languages: da * OPUS readme: [de-da](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-da/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-29.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-da/opus-2020-01-29.zip) * test set translations: [opus-2020-01-29.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-da/opus-2020-01-29.test.txt) * test set scores: [opus-2020-01-29.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-da/opus-2020-01-29.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.de.da | 57.2 | 0.730 |
Helsinki-NLP/opus-mt-de-de
Helsinki-NLP
marian
10
23
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-de-de * source languages: de * target languages: de * OPUS readme: [de-de](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-de/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-de/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-de/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-de/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.de.de | 40.7 | 0.616 |
Helsinki-NLP/opus-mt-de-ee
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
768
### opus-mt-de-ee * source languages: de * target languages: ee * OPUS readme: [de-ee](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-ee/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-ee/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-ee/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-ee/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.de.ee | 24.6 | 0.463 |
Helsinki-NLP/opus-mt-de-efi
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-de-efi * source languages: de * target languages: efi * OPUS readme: [de-efi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-efi/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-efi/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-efi/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-efi/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.de.efi | 24.2 | 0.451 |
Helsinki-NLP/opus-mt-de-el
Helsinki-NLP
marian
10
184
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-de-el * source languages: de * target languages: el * OPUS readme: [de-el](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-el/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-el/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-el/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-el/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.de.el | 45.7 | 0.649 |
Helsinki-NLP/opus-mt-de-en
Helsinki-NLP
marian
11
277,608
transformers
10
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
3
3
0
['translation']
false
true
true
1,324
### opus-mt-de-en * source languages: de * target languages: en * OPUS readme: [de-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-02-26.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-en/opus-2020-02-26.zip) * test set translations: [opus-2020-02-26.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-en/opus-2020-02-26.test.txt) * test set scores: [opus-2020-02-26.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-en/opus-2020-02-26.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | newssyscomb2009.de.en | 29.4 | 0.557 | | news-test2008.de.en | 27.8 | 0.548 | | newstest2009.de.en | 26.8 | 0.543 | | newstest2010.de.en | 30.2 | 0.584 | | newstest2011.de.en | 27.4 | 0.556 | | newstest2012.de.en | 29.1 | 0.569 | | newstest2013.de.en | 32.1 | 0.583 | | newstest2014-deen.de.en | 34.0 | 0.600 | | newstest2015-ende.de.en | 34.2 | 0.599 | | newstest2016-ende.de.en | 40.4 | 0.649 | | newstest2017-ende.de.en | 35.7 | 0.610 | | newstest2018-ende.de.en | 43.7 | 0.667 | | newstest2019-deen.de.en | 40.1 | 0.642 | | Tatoeba.de.en | 55.4 | 0.707 |
Helsinki-NLP/opus-mt-de-eo
Helsinki-NLP
marian
10
24
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-de-eo * source languages: de * target languages: eo * OPUS readme: [de-eo](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-eo/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-eo/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-eo/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-eo/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.de.eo | 48.6 | 0.673 |
Helsinki-NLP/opus-mt-de-es
Helsinki-NLP
marian
10
2,488
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-de-es * source languages: de * target languages: es * OPUS readme: [de-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-15.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-es/opus-2020-01-15.zip) * test set translations: [opus-2020-01-15.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-es/opus-2020-01-15.test.txt) * test set scores: [opus-2020-01-15.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-es/opus-2020-01-15.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.de.es | 48.5 | 0.676 |
Helsinki-NLP/opus-mt-de-et
Helsinki-NLP
marian
10
22
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-de-et * source languages: de * target languages: et * OPUS readme: [de-et](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-et/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-et/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-et/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-et/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.de.et | 20.2 | 0.465 |
Helsinki-NLP/opus-mt-de-eu
Helsinki-NLP
marian
11
17
transformers
1
translation
true
true
false
apache-2.0
['de', 'eu']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
1,994
### deu-eus * source group: German * target group: Basque * OPUS readme: [deu-eus](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/deu-eus/README.md) * model: transformer-align * source language(s): deu * target language(s): eus * model: transformer-align * pre-processing: normalization + SentencePiece (spm12k,spm12k) * download original weights: [opus-2020-06-16.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/deu-eus/opus-2020-06-16.zip) * test set translations: [opus-2020-06-16.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/deu-eus/opus-2020-06-16.test.txt) * test set scores: [opus-2020-06-16.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/deu-eus/opus-2020-06-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.deu.eus | 31.8 | 0.574 | ### System Info: - hf_name: deu-eus - source_languages: deu - target_languages: eus - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/deu-eus/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['de', 'eu'] - src_constituents: {'deu'} - tgt_constituents: {'eus'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm12k,spm12k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/deu-eus/opus-2020-06-16.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/deu-eus/opus-2020-06-16.test.txt - src_alpha3: deu - tgt_alpha3: eus - short_pair: de-eu - chrF2_score: 0.574 - bleu: 31.8 - brevity_penalty: 0.9209999999999999 - ref_len: 2829.0 - src_name: German - tgt_name: Basque - train_date: 2020-06-16 - src_alpha2: de - tgt_alpha2: eu - prefer_old: False - long_pair: deu-eus - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-de-fi
Helsinki-NLP
marian
10
3,134
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-de-fi * source languages: de * target languages: fi * OPUS readme: [de-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-fi/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-fi/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-fi/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-fi/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.de.fi | 40.0 | 0.628 |
Helsinki-NLP/opus-mt-de-fj
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
768
### opus-mt-de-fj * source languages: de * target languages: fj * OPUS readme: [de-fj](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-fj/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-fj/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-fj/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-fj/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.de.fj | 24.6 | 0.470 |
Helsinki-NLP/opus-mt-de-fr
Helsinki-NLP
marian
11
5,634
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
1,161
### opus-mt-de-fr * source languages: de * target languages: fr * OPUS readme: [de-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-fr/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-fr/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-fr/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | euelections_dev2019.transformer-align.de | 32.2 | 0.590 | | newssyscomb2009.de.fr | 26.8 | 0.553 | | news-test2008.de.fr | 26.4 | 0.548 | | newstest2009.de.fr | 25.6 | 0.539 | | newstest2010.de.fr | 29.1 | 0.572 | | newstest2011.de.fr | 26.9 | 0.551 | | newstest2012.de.fr | 27.7 | 0.554 | | newstest2013.de.fr | 29.5 | 0.560 | | newstest2019-defr.de.fr | 36.6 | 0.625 | | Tatoeba.de.fr | 49.2 | 0.664 |
Helsinki-NLP/opus-mt-de-gaa
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-de-gaa * source languages: de * target languages: gaa * OPUS readme: [de-gaa](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-gaa/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-gaa/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-gaa/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-gaa/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.de.gaa | 26.3 | 0.471 |
Helsinki-NLP/opus-mt-de-gil
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-de-gil * source languages: de * target languages: gil * OPUS readme: [de-gil](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-gil/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-gil/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-gil/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-gil/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.de.gil | 24.0 | 0.472 |
Helsinki-NLP/opus-mt-de-guw
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-de-guw * source languages: de * target languages: guw * OPUS readme: [de-guw](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-guw/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-guw/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-guw/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-guw/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.de.guw | 27.1 | 0.472 |
Helsinki-NLP/opus-mt-de-ha
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
768
### opus-mt-de-ha * source languages: de * target languages: ha * OPUS readme: [de-ha](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-ha/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-ha/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-ha/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-ha/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.de.ha | 20.7 | 0.417 |
Helsinki-NLP/opus-mt-de-he
Helsinki-NLP
marian
10
17
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-de-he * source languages: de * target languages: he * OPUS readme: [de-he](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-he/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-29.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-he/opus-2020-01-29.zip) * test set translations: [opus-2020-01-29.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-he/opus-2020-01-29.test.txt) * test set scores: [opus-2020-01-29.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-he/opus-2020-01-29.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.de.he | 36.6 | 0.581 |
Helsinki-NLP/opus-mt-de-hil
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-de-hil * source languages: de * target languages: hil * OPUS readme: [de-hil](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-hil/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-hil/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-hil/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-hil/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.de.hil | 33.9 | 0.563 |
Helsinki-NLP/opus-mt-de-ho
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-de-ho * source languages: de * target languages: ho * OPUS readme: [de-ho](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-ho/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-ho/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-ho/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-ho/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.de.ho | 22.6 | 0.461 |
Helsinki-NLP/opus-mt-de-hr
Helsinki-NLP
marian
10
102
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-de-hr * source languages: de * target languages: hr * OPUS readme: [de-hr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-hr/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/de-hr/opus-2020-01-26.zip) * test set translations: [opus-2020-01-26.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-hr/opus-2020-01-26.test.txt) * test set scores: [opus-2020-01-26.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-hr/opus-2020-01-26.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.de.hr | 42.6 | 0.643 |
Helsinki-NLP/opus-mt-de-ht
Helsinki-NLP
marian
10
5
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-de-ht * source languages: de * target languages: ht * OPUS readme: [de-ht](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-ht/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-ht/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-ht/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-ht/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.de.ht | 21.8 | 0.390 |
Helsinki-NLP/opus-mt-de-hu
Helsinki-NLP
marian
10
86
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-de-hu * source languages: de * target languages: hu * OPUS readme: [de-hu](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-hu/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-hu/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-hu/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-hu/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.de.hu | 34.3 | 0.588 |
Helsinki-NLP/opus-mt-de-ig
Helsinki-NLP
marian
10
5
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-de-ig * source languages: de * target languages: ig * OPUS readme: [de-ig](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-ig/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-ig/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-ig/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-ig/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.de.ig | 25.3 | 0.422 |
Helsinki-NLP/opus-mt-de-ilo
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-de-ilo * source languages: de * target languages: ilo * OPUS readme: [de-ilo](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-ilo/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-ilo/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-ilo/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-ilo/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.de.ilo | 29.8 | 0.533 |
Helsinki-NLP/opus-mt-de-is
Helsinki-NLP
marian
11
15
transformers
0
translation
true
true
false
apache-2.0
['de', 'is']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,013
### deu-isl * source group: German * target group: Icelandic * OPUS readme: [deu-isl](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/deu-isl/README.md) * model: transformer-align * source language(s): deu * target language(s): isl * 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/deu-isl/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/deu-isl/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/deu-isl/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.deu.isl | 27.1 | 0.533 | ### System Info: - hf_name: deu-isl - source_languages: deu - target_languages: isl - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/deu-isl/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['de', 'is'] - src_constituents: {'deu'} - tgt_constituents: {'isl'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/deu-isl/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/deu-isl/opus-2020-06-17.test.txt - src_alpha3: deu - tgt_alpha3: isl - short_pair: de-is - chrF2_score: 0.5329999999999999 - bleu: 27.1 - brevity_penalty: 0.9620000000000001 - ref_len: 5939.0 - src_name: German - tgt_name: Icelandic - train_date: 2020-06-17 - src_alpha2: de - tgt_alpha2: is - prefer_old: False - long_pair: deu-isl - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-de-iso
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-de-iso * source languages: de * target languages: iso * OPUS readme: [de-iso](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-iso/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-iso/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-iso/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-iso/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.de.iso | 21.4 | 0.389 |
Helsinki-NLP/opus-mt-de-it
Helsinki-NLP
marian
10
429
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-de-it * source languages: de * target languages: it * OPUS readme: [de-it](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-it/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-it/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-it/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-it/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.de.it | 45.3 | 0.671 |
Helsinki-NLP/opus-mt-de-kg
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-de-kg * source languages: de * target languages: kg * OPUS readme: [de-kg](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-kg/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-kg/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-kg/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-kg/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.de.kg | 24.4 | 0.474 |
Helsinki-NLP/opus-mt-de-ln
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-de-ln * source languages: de * target languages: ln * OPUS readme: [de-ln](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-ln/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-ln/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-ln/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-ln/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.de.ln | 26.7 | 0.504 |
Helsinki-NLP/opus-mt-de-loz
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-de-loz * source languages: de * target languages: loz * OPUS readme: [de-loz](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-loz/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-loz/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-loz/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-loz/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.de.loz | 27.7 | 0.480 |
Helsinki-NLP/opus-mt-de-lt
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-de-lt * source languages: de * target languages: lt * OPUS readme: [de-lt](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-lt/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-lt/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-lt/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-lt/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.de.lt | 37.9 | 0.633 |
Helsinki-NLP/opus-mt-de-lua
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-de-lua * source languages: de * target languages: lua * OPUS readme: [de-lua](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-lua/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-lua/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-lua/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-lua/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.de.lua | 23.1 | 0.467 |
Helsinki-NLP/opus-mt-de-ms
Helsinki-NLP
marian
11
9
transformers
0
translation
true
true
false
apache-2.0
['de', 'ms']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,180
### deu-msa * source group: German * target group: Malay (macrolanguage) * OPUS readme: [deu-msa](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/deu-msa/README.md) * model: transformer-align * source language(s): deu * target language(s): ind zsm_Latn * model: transformer-align * 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-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/deu-msa/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/deu-msa/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/deu-msa/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.deu.msa | 34.0 | 0.607 | ### System Info: - hf_name: deu-msa - source_languages: deu - target_languages: msa - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/deu-msa/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['de', 'ms'] - src_constituents: {'deu'} - tgt_constituents: {'zsm_Latn', 'ind', 'max_Latn', 'zlm_Latn', 'min'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/deu-msa/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/deu-msa/opus-2020-06-17.test.txt - src_alpha3: deu - tgt_alpha3: msa - short_pair: de-ms - chrF2_score: 0.607 - bleu: 34.0 - brevity_penalty: 0.9540000000000001 - ref_len: 3729.0 - src_name: German - tgt_name: Malay (macrolanguage) - train_date: 2020-06-17 - src_alpha2: de - tgt_alpha2: ms - prefer_old: False - long_pair: deu-msa - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-de-mt
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
768
### opus-mt-de-mt * source languages: de * target languages: mt * OPUS readme: [de-mt](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-mt/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-mt/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-mt/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-mt/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.de.mt | 25.0 | 0.436 |
Helsinki-NLP/opus-mt-de-niu
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-de-niu * source languages: de * target languages: niu * OPUS readme: [de-niu](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-niu/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-niu/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-niu/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-niu/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.de.niu | 28.4 | 0.496 |
Helsinki-NLP/opus-mt-de-nl
Helsinki-NLP
marian
10
2,633
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-de-nl * source languages: de * target languages: nl * OPUS readme: [de-nl](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-nl/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-nl/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-nl/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-nl/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.de.nl | 52.8 | 0.699 |
Helsinki-NLP/opus-mt-de-no
Helsinki-NLP
marian
11
128
transformers
0
translation
true
true
false
apache-2.0
['de', False]
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
2,112
### deu-nor * source group: German * target group: Norwegian * OPUS readme: [deu-nor](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/deu-nor/README.md) * model: transformer-align * source language(s): deu * 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/deu-nor/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/deu-nor/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/deu-nor/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.deu.nor | 33.2 | 0.554 | ### System Info: - hf_name: deu-nor - source_languages: deu - target_languages: nor - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/deu-nor/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['de', 'no'] - src_constituents: {'deu'} - 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/deu-nor/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/deu-nor/opus-2020-06-17.test.txt - src_alpha3: deu - tgt_alpha3: nor - short_pair: de-no - chrF2_score: 0.5539999999999999 - bleu: 33.2 - brevity_penalty: 0.956 - ref_len: 32928.0 - src_name: German - tgt_name: Norwegian - train_date: 2020-06-17 - src_alpha2: de - tgt_alpha2: no - prefer_old: False - long_pair: deu-nor - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-de-nso
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-de-nso * source languages: de * target languages: nso * OPUS readme: [de-nso](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-nso/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-nso/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-nso/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-nso/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.de.nso | 31.1 | 0.519 |
Helsinki-NLP/opus-mt-de-ny
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-de-ny * source languages: de * target languages: ny * OPUS readme: [de-ny](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-ny/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-ny/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-ny/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-ny/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.de.ny | 21.4 | 0.481 |
Helsinki-NLP/opus-mt-de-pag
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-de-pag * source languages: de * target languages: pag * OPUS readme: [de-pag](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-pag/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-pag/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-pag/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-pag/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.de.pag | 24.3 | 0.469 |
Helsinki-NLP/opus-mt-de-pap
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-de-pap * source languages: de * target languages: pap * OPUS readme: [de-pap](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-pap/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-pap/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-pap/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-pap/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.de.pap | 25.6 | 0.453 |
Helsinki-NLP/opus-mt-de-pis
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-de-pis * source languages: de * target languages: pis * OPUS readme: [de-pis](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-pis/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-pis/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-pis/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-pis/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.de.pis | 26.0 | 0.470 |
Helsinki-NLP/opus-mt-de-pl
Helsinki-NLP
marian
10
194
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-de-pl * source languages: de * target languages: pl * OPUS readme: [de-pl](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-pl/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-pl/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-pl/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-pl/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.de.pl | 41.2 | 0.631 |
Helsinki-NLP/opus-mt-de-pon
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-de-pon * source languages: de * target languages: pon * OPUS readme: [de-pon](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de-pon/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/de-pon/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-pon/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/de-pon/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.de.pon | 21.0 | 0.442 |
Helsinki-NLP/opus-mt-de-tl
Helsinki-NLP
marian
11
10
transformers
0
translation
true
true
false
apache-2.0
['de', 'tl']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
1,991
### deu-tgl * source group: German * target group: Tagalog * OPUS readme: [deu-tgl](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/deu-tgl/README.md) * model: transformer-align * source language(s): deu * 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/deu-tgl/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/deu-tgl/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/deu-tgl/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.deu.tgl | 21.2 | 0.541 | ### System Info: - hf_name: deu-tgl - source_languages: deu - target_languages: tgl - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/deu-tgl/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['de', 'tl'] - src_constituents: {'deu'} - 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/deu-tgl/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/deu-tgl/opus-2020-06-17.test.txt - src_alpha3: deu - tgt_alpha3: tgl - short_pair: de-tl - chrF2_score: 0.541 - bleu: 21.2 - brevity_penalty: 1.0 - ref_len: 2329.0 - src_name: German - tgt_name: Tagalog - train_date: 2020-06-17 - src_alpha2: de - tgt_alpha2: tl - prefer_old: False - long_pair: deu-tgl - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-de-uk
Helsinki-NLP
marian
11
285
transformers
0
translation
true
true
false
apache-2.0
['de', 'uk']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,001
### deu-ukr * source group: German * target group: Ukrainian * OPUS readme: [deu-ukr](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/deu-ukr/README.md) * model: transformer-align * source language(s): deu * 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/deu-ukr/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.deu.ukr | 40.2 | 0.612 | ### System Info: - hf_name: deu-ukr - source_languages: deu - target_languages: ukr - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/deu-ukr/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['de', 'uk'] - src_constituents: {'deu'} - tgt_constituents: {'ukr'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opus-2020-06-17.test.txt - src_alpha3: deu - tgt_alpha3: ukr - short_pair: de-uk - chrF2_score: 0.612 - bleu: 40.2 - brevity_penalty: 0.9840000000000001 - ref_len: 54213.0 - src_name: German - tgt_name: Ukrainian - train_date: 2020-06-17 - src_alpha2: de - tgt_alpha2: uk - prefer_old: False - long_pair: deu-ukr - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-de-vi
Helsinki-NLP
marian
11
179
transformers
0
translation
true
true
false
apache-2.0
['de', 'vi']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,013
### deu-vie * source group: German * target group: Vietnamese * OPUS readme: [deu-vie](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/deu-vie/README.md) * model: transformer-align * source language(s): deu * 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/deu-vie/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/deu-vie/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/deu-vie/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.deu.vie | 25.0 | 0.443 | ### System Info: - hf_name: deu-vie - source_languages: deu - target_languages: vie - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/deu-vie/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['de', 'vi'] - src_constituents: {'deu'} - 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/deu-vie/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/deu-vie/opus-2020-06-17.test.txt - src_alpha3: deu - tgt_alpha3: vie - short_pair: de-vi - chrF2_score: 0.44299999999999995 - bleu: 25.0 - brevity_penalty: 1.0 - ref_len: 3768.0 - src_name: German - tgt_name: Vietnamese - train_date: 2020-06-17 - src_alpha2: de - tgt_alpha2: vi - prefer_old: False - long_pair: deu-vie - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-dra-en
Helsinki-NLP
marian
11
70
transformers
0
translation
true
true
false
apache-2.0
['ta', 'kn', 'ml', 'te', 'dra', 'en']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,272
### dra-eng * source group: Dravidian languages * target group: English * OPUS readme: [dra-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/dra-eng/README.md) * model: transformer * source language(s): kan mal tam tel * target language(s): eng * model: transformer * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus2m-2020-07-31.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/dra-eng/opus2m-2020-07-31.zip) * test set translations: [opus2m-2020-07-31.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/dra-eng/opus2m-2020-07-31.test.txt) * test set scores: [opus2m-2020-07-31.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/dra-eng/opus2m-2020-07-31.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.kan-eng.kan.eng | 9.1 | 0.312 | | Tatoeba-test.mal-eng.mal.eng | 42.0 | 0.584 | | Tatoeba-test.multi.eng | 30.0 | 0.493 | | Tatoeba-test.tam-eng.tam.eng | 30.2 | 0.467 | | Tatoeba-test.tel-eng.tel.eng | 15.9 | 0.378 | ### System Info: - hf_name: dra-eng - source_languages: dra - target_languages: eng - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/dra-eng/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['ta', 'kn', 'ml', 'te', 'dra', 'en'] - src_constituents: {'tam', 'kan', 'mal', 'tel'} - tgt_constituents: {'eng'} - src_multilingual: True - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/dra-eng/opus2m-2020-07-31.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/dra-eng/opus2m-2020-07-31.test.txt - src_alpha3: dra - tgt_alpha3: eng - short_pair: dra-en - chrF2_score: 0.493 - bleu: 30.0 - brevity_penalty: 1.0 - ref_len: 10641.0 - src_name: Dravidian languages - tgt_name: English - train_date: 2020-07-31 - src_alpha2: dra - tgt_alpha2: en - prefer_old: False - long_pair: dra-eng - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-ee-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
768
### opus-mt-ee-de * source languages: ee * target languages: de * OPUS readme: [ee-de](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ee-de/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/ee-de/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/ee-de/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/ee-de/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.ee.de | 22.3 | 0.430 |
Helsinki-NLP/opus-mt-ee-en
Helsinki-NLP
marian
10
49
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-ee-en * source languages: ee * target languages: en * OPUS readme: [ee-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ee-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/ee-en/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/ee-en/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/ee-en/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.ee.en | 39.3 | 0.556 | | Tatoeba.ee.en | 21.2 | 0.569 |
Helsinki-NLP/opus-mt-ee-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
768
### opus-mt-ee-es * source languages: ee * target languages: es * OPUS readme: [ee-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ee-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-15.zip](https://object.pouta.csc.fi/OPUS-MT-models/ee-es/opus-2020-01-15.zip) * test set translations: [opus-2020-01-15.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/ee-es/opus-2020-01-15.test.txt) * test set scores: [opus-2020-01-15.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/ee-es/opus-2020-01-15.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.ee.es | 26.4 | 0.449 |
Helsinki-NLP/opus-mt-ee-fi
Helsinki-NLP
marian
10
31
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-ee-fi * source languages: ee * target languages: fi * OPUS readme: [ee-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ee-fi/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/ee-fi/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/ee-fi/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/ee-fi/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.ee.fi | 25.0 | 0.482 |
Helsinki-NLP/opus-mt-ee-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
768
### opus-mt-ee-fr * source languages: ee * target languages: fr * OPUS readme: [ee-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ee-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/ee-fr/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/ee-fr/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/ee-fr/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.ee.fr | 27.1 | 0.450 |
Helsinki-NLP/opus-mt-ee-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
768
### opus-mt-ee-sv * source languages: ee * target languages: sv * OPUS readme: [ee-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ee-sv/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/ee-sv/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/ee-sv/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/ee-sv/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.ee.sv | 28.9 | 0.472 |
Helsinki-NLP/opus-mt-efi-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-efi-de * source languages: efi * target languages: de * OPUS readme: [efi-de](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/efi-de/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/efi-de/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/efi-de/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/efi-de/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.efi.de | 21.0 | 0.401 |
Helsinki-NLP/opus-mt-efi-en
Helsinki-NLP
marian
10
15
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-efi-en * source languages: efi * target languages: en * OPUS readme: [efi-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/efi-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/efi-en/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/efi-en/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/efi-en/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.efi.en | 35.4 | 0.510 |
Helsinki-NLP/opus-mt-efi-fi
Helsinki-NLP
marian
10
22
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-efi-fi * source languages: efi * target languages: fi * OPUS readme: [efi-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/efi-fi/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/efi-fi/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/efi-fi/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/efi-fi/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.efi.fi | 23.6 | 0.450 |
Helsinki-NLP/opus-mt-efi-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-efi-fr * source languages: efi * target languages: fr * OPUS readme: [efi-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/efi-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/efi-fr/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/efi-fr/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/efi-fr/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.efi.fr | 25.1 | 0.419 |
Helsinki-NLP/opus-mt-efi-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-efi-sv * source languages: efi * target languages: sv * OPUS readme: [efi-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/efi-sv/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/efi-sv/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/efi-sv/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/efi-sv/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.efi.sv | 26.8 | 0.447 |
Helsinki-NLP/opus-mt-el-ar
Helsinki-NLP
marian
11
7
transformers
0
translation
true
true
false
apache-2.0
['el', 'ar']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,169
### ell-ara * source group: Modern Greek (1453-) * target group: Arabic * OPUS readme: [ell-ara](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ell-ara/README.md) * model: transformer * source language(s): ell * 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/ell-ara/opus-2020-07-03.zip) * test set translations: [opus-2020-07-03.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/ell-ara/opus-2020-07-03.test.txt) * test set scores: [opus-2020-07-03.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/ell-ara/opus-2020-07-03.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.ell.ara | 21.9 | 0.485 | ### System Info: - hf_name: ell-ara - source_languages: ell - target_languages: ara - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ell-ara/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['el', 'ar'] - src_constituents: {'ell'} - 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/ell-ara/opus-2020-07-03.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/ell-ara/opus-2020-07-03.test.txt - src_alpha3: ell - tgt_alpha3: ara - short_pair: el-ar - chrF2_score: 0.485 - bleu: 21.9 - brevity_penalty: 0.972 - ref_len: 1686.0 - src_name: Modern Greek (1453-) - tgt_name: Arabic - train_date: 2020-07-03 - src_alpha2: el - tgt_alpha2: ar - prefer_old: False - long_pair: ell-ara - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-el-eo
Helsinki-NLP
marian
11
7
transformers
0
translation
true
true
false
apache-2.0
['el', 'eo']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,024
### ell-epo * source group: Modern Greek (1453-) * target group: Esperanto * OPUS readme: [ell-epo](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ell-epo/README.md) * model: transformer-align * source language(s): ell * 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/ell-epo/opus-2020-06-16.zip) * test set translations: [opus-2020-06-16.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/ell-epo/opus-2020-06-16.test.txt) * test set scores: [opus-2020-06-16.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/ell-epo/opus-2020-06-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.ell.epo | 32.4 | 0.517 | ### System Info: - hf_name: ell-epo - source_languages: ell - target_languages: epo - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ell-epo/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['el', 'eo'] - src_constituents: {'ell'} - tgt_constituents: {'epo'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/ell-epo/opus-2020-06-16.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/ell-epo/opus-2020-06-16.test.txt - src_alpha3: ell - tgt_alpha3: epo - short_pair: el-eo - chrF2_score: 0.517 - bleu: 32.4 - brevity_penalty: 0.9790000000000001 - ref_len: 3807.0 - src_name: Modern Greek (1453-) - tgt_name: Esperanto - train_date: 2020-06-16 - src_alpha2: el - tgt_alpha2: eo - prefer_old: False - long_pair: ell-epo - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-el-fi
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
768
### opus-mt-el-fi * source languages: el * target languages: fi * OPUS readme: [el-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/el-fi/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/el-fi/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/el-fi/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/el-fi/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.el.fi | 25.3 | 0.517 |
Helsinki-NLP/opus-mt-el-fr
Helsinki-NLP
marian
10
144
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-el-fr * source languages: el * target languages: fr * OPUS readme: [el-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/el-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/el-fr/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/el-fr/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/el-fr/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.el.fr | 63.0 | 0.741 |
Helsinki-NLP/opus-mt-el-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
775
### opus-mt-el-sv * source languages: el * target languages: sv * OPUS readme: [el-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/el-sv/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/el-sv/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/el-sv/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/el-sv/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | GlobalVoices.el.sv | 23.6 | 0.498 |
Helsinki-NLP/opus-mt-en-CELTIC
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
1,067
### opus-mt-en-INSULAR_CELTIC * source languages: en * target languages: ga,cy,br,gd,kw,gv * OPUS readme: [en-ga+cy+br+gd+kw+gv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-ga+cy+br+gd+kw+gv/README.md) * dataset: opus+techiaith+bt * model: transformer-align * pre-processing: normalization + SentencePiece * a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID) * download original weights: [opus+techiaith+bt-2020-04-24.zip](https://object.pouta.csc.fi/OPUS-MT-models/en-ga+cy+br+gd+kw+gv/opus+techiaith+bt-2020-04-24.zip) * test set translations: [opus+techiaith+bt-2020-04-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-ga+cy+br+gd+kw+gv/opus+techiaith+bt-2020-04-24.test.txt) * test set scores: [opus+techiaith+bt-2020-04-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-ga+cy+br+gd+kw+gv/opus+techiaith+bt-2020-04-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.en.ga | 22.8 | 0.404 |
Helsinki-NLP/opus-mt-en-ROMANCE
Helsinki-NLP
marian
12
38,637
transformers
3
translation
true
true
true
apache-2.0
null
null
null
1
0
1
0
0
0
0
['translation']
false
true
true
2,211
### opus-mt-en-ROMANCE * source languages: en * target languages: fr,fr_BE,fr_CA,fr_FR,wa,frp,oc,ca,rm,lld,fur,lij,lmo,es,es_AR,es_CL,es_CO,es_CR,es_DO,es_EC,es_ES,es_GT,es_HN,es_MX,es_NI,es_PA,es_PE,es_PR,es_SV,es_UY,es_VE,pt,pt_br,pt_BR,pt_PT,gl,lad,an,mwl,it,it_IT,co,nap,scn,vec,sc,ro,la * OPUS readme: [en-fr+fr_BE+fr_CA+fr_FR+wa+frp+oc+ca+rm+lld+fur+lij+lmo+es+es_AR+es_CL+es_CO+es_CR+es_DO+es_EC+es_ES+es_GT+es_HN+es_MX+es_NI+es_PA+es_PE+es_PR+es_SV+es_UY+es_VE+pt+pt_br+pt_BR+pt_PT+gl+lad+an+mwl+it+it_IT+co+nap+scn+vec+sc+ro+la](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-fr+fr_BE+fr_CA+fr_FR+wa+frp+oc+ca+rm+lld+fur+lij+lmo+es+es_AR+es_CL+es_CO+es_CR+es_DO+es_EC+es_ES+es_GT+es_HN+es_MX+es_NI+es_PA+es_PE+es_PR+es_SV+es_UY+es_VE+pt+pt_br+pt_BR+pt_PT+gl+lad+an+mwl+it+it_IT+co+nap+scn+vec+sc+ro+la/README.md) * dataset: opus * model: transformer * pre-processing: normalization + SentencePiece * a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID) * download original weights: [opus-2020-04-21.zip](https://object.pouta.csc.fi/OPUS-MT-models/en-fr+fr_BE+fr_CA+fr_FR+wa+frp+oc+ca+rm+lld+fur+lij+lmo+es+es_AR+es_CL+es_CO+es_CR+es_DO+es_EC+es_ES+es_GT+es_HN+es_MX+es_NI+es_PA+es_PE+es_PR+es_SV+es_UY+es_VE+pt+pt_br+pt_BR+pt_PT+gl+lad+an+mwl+it+it_IT+co+nap+scn+vec+sc+ro+la/opus-2020-04-21.zip) * test set translations: [opus-2020-04-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-fr+fr_BE+fr_CA+fr_FR+wa+frp+oc+ca+rm+lld+fur+lij+lmo+es+es_AR+es_CL+es_CO+es_CR+es_DO+es_EC+es_ES+es_GT+es_HN+es_MX+es_NI+es_PA+es_PE+es_PR+es_SV+es_UY+es_VE+pt+pt_br+pt_BR+pt_PT+gl+lad+an+mwl+it+it_IT+co+nap+scn+vec+sc+ro+la/opus-2020-04-21.test.txt) * test set scores: [opus-2020-04-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-fr+fr_BE+fr_CA+fr_FR+wa+frp+oc+ca+rm+lld+fur+lij+lmo+es+es_AR+es_CL+es_CO+es_CR+es_DO+es_EC+es_ES+es_GT+es_HN+es_MX+es_NI+es_PA+es_PE+es_PR+es_SV+es_UY+es_VE+pt+pt_br+pt_BR+pt_PT+gl+lad+an+mwl+it+it_IT+co+nap+scn+vec+sc+ro+la/opus-2020-04-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.en.la | 50.1 | 0.693 |
Helsinki-NLP/opus-mt-en-aav
Helsinki-NLP
marian
11
17
transformers
0
translation
true
true
false
apache-2.0
['en', 'vi', 'km', 'aav']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,479
### eng-aav * source group: English * target group: Austro-Asiatic languages * OPUS readme: [eng-aav](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-aav/README.md) * model: transformer * source language(s): eng * target language(s): hoc hoc_Latn kha khm khm_Latn mnw vie vie_Hani * 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-2020-07-26.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-aav/opus-2020-07-26.zip) * test set translations: [opus-2020-07-26.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-aav/opus-2020-07-26.test.txt) * test set scores: [opus-2020-07-26.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-aav/opus-2020-07-26.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.eng-hoc.eng.hoc | 0.1 | 0.033 | | Tatoeba-test.eng-kha.eng.kha | 0.4 | 0.043 | | Tatoeba-test.eng-khm.eng.khm | 0.2 | 0.242 | | Tatoeba-test.eng-mnw.eng.mnw | 0.8 | 0.003 | | Tatoeba-test.eng.multi | 16.1 | 0.311 | | Tatoeba-test.eng-vie.eng.vie | 33.2 | 0.508 | ### System Info: - hf_name: eng-aav - source_languages: eng - target_languages: aav - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-aav/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['en', 'vi', 'km', 'aav'] - src_constituents: {'eng'} - tgt_constituents: {'mnw', 'vie', 'kha', 'khm', 'vie_Hani', 'khm_Latn', 'hoc_Latn', 'hoc'} - src_multilingual: False - tgt_multilingual: True - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-aav/opus-2020-07-26.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-aav/opus-2020-07-26.test.txt - src_alpha3: eng - tgt_alpha3: aav - short_pair: en-aav - chrF2_score: 0.311 - bleu: 16.1 - brevity_penalty: 1.0 - ref_len: 38261.0 - src_name: English - tgt_name: Austro-Asiatic languages - train_date: 2020-07-26 - src_alpha2: en - tgt_alpha2: aav - prefer_old: False - long_pair: eng-aav - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-en-af
Helsinki-NLP
marian
10
417
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-en-af * source languages: en * target languages: af * OPUS readme: [en-af](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-af/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/en-af/opus-2019-12-18.zip) * test set translations: [opus-2019-12-18.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-af/opus-2019-12-18.test.txt) * test set scores: [opus-2019-12-18.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-af/opus-2019-12-18.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.en.af | 56.1 | 0.741 |
Helsinki-NLP/opus-mt-en-afa
Helsinki-NLP
marian
11
13
transformers
0
translation
true
true
false
apache-2.0
['en', 'so', 'ti', 'am', 'he', 'mt', 'ar', 'afa']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,860
### eng-afa * source group: English * target group: Afro-Asiatic languages * OPUS readme: [eng-afa](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-afa/README.md) * model: transformer * source language(s): eng * target language(s): acm afb amh apc ara arq ary arz hau_Latn heb kab mlt rif_Latn shy_Latn som tir * model: transformer * pre-processing: normalization + SentencePiece (spm32k,spm32k) * a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID) * download original weights: [opus2m-2020-08-01.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-afa/opus2m-2020-08-01.zip) * test set translations: [opus2m-2020-08-01.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-afa/opus2m-2020-08-01.test.txt) * test set scores: [opus2m-2020-08-01.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-afa/opus2m-2020-08-01.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.eng-amh.eng.amh | 11.6 | 0.504 | | Tatoeba-test.eng-ara.eng.ara | 12.0 | 0.404 | | Tatoeba-test.eng-hau.eng.hau | 10.2 | 0.429 | | Tatoeba-test.eng-heb.eng.heb | 32.3 | 0.551 | | Tatoeba-test.eng-kab.eng.kab | 1.6 | 0.191 | | Tatoeba-test.eng-mlt.eng.mlt | 17.7 | 0.551 | | Tatoeba-test.eng.multi | 14.4 | 0.375 | | Tatoeba-test.eng-rif.eng.rif | 1.7 | 0.103 | | Tatoeba-test.eng-shy.eng.shy | 0.8 | 0.090 | | Tatoeba-test.eng-som.eng.som | 16.0 | 0.429 | | Tatoeba-test.eng-tir.eng.tir | 2.7 | 0.238 | ### System Info: - hf_name: eng-afa - source_languages: eng - target_languages: afa - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-afa/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['en', 'so', 'ti', 'am', 'he', 'mt', 'ar', 'afa'] - src_constituents: {'eng'} - tgt_constituents: {'som', 'rif_Latn', 'tir', 'kab', 'arq', 'afb', 'amh', 'arz', 'heb', 'shy_Latn', 'apc', 'mlt', 'thv', 'ara', 'hau_Latn', 'acm', 'ary'} - src_multilingual: False - tgt_multilingual: True - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-afa/opus2m-2020-08-01.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-afa/opus2m-2020-08-01.test.txt - src_alpha3: eng - tgt_alpha3: afa - short_pair: en-afa - chrF2_score: 0.375 - bleu: 14.4 - brevity_penalty: 1.0 - ref_len: 58110.0 - src_name: English - tgt_name: Afro-Asiatic languages - train_date: 2020-08-01 - src_alpha2: en - tgt_alpha2: afa - prefer_old: False - long_pair: eng-afa - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-en-alv
Helsinki-NLP
marian
11
13
transformers
0
translation
true
true
false
apache-2.0
['en', 'sn', 'rw', 'wo', 'ig', 'sg', 'ee', 'zu', 'lg', 'ts', 'ln', 'ny', 'yo', 'rn', 'xh', 'alv']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
3,312
### eng-alv * source group: English * target group: Atlantic-Congo languages * OPUS readme: [eng-alv](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-alv/README.md) * model: transformer * source language(s): eng * target language(s): ewe fuc fuv ibo kin lin lug nya run sag sna swh toi_Latn tso umb wol xho yor zul * model: transformer * pre-processing: normalization + SentencePiece (spm32k,spm32k) * a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID) * download original weights: [opus2m-2020-08-01.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-alv/opus2m-2020-08-01.zip) * test set translations: [opus2m-2020-08-01.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-alv/opus2m-2020-08-01.test.txt) * test set scores: [opus2m-2020-08-01.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-alv/opus2m-2020-08-01.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.eng-ewe.eng.ewe | 4.9 | 0.212 | | Tatoeba-test.eng-ful.eng.ful | 0.6 | 0.079 | | Tatoeba-test.eng-ibo.eng.ibo | 3.5 | 0.255 | | Tatoeba-test.eng-kin.eng.kin | 10.5 | 0.510 | | Tatoeba-test.eng-lin.eng.lin | 1.1 | 0.273 | | Tatoeba-test.eng-lug.eng.lug | 5.3 | 0.340 | | Tatoeba-test.eng.multi | 11.4 | 0.429 | | Tatoeba-test.eng-nya.eng.nya | 18.1 | 0.595 | | Tatoeba-test.eng-run.eng.run | 13.9 | 0.484 | | Tatoeba-test.eng-sag.eng.sag | 5.3 | 0.194 | | Tatoeba-test.eng-sna.eng.sna | 26.2 | 0.623 | | Tatoeba-test.eng-swa.eng.swa | 1.0 | 0.141 | | Tatoeba-test.eng-toi.eng.toi | 7.0 | 0.224 | | Tatoeba-test.eng-tso.eng.tso | 46.7 | 0.643 | | Tatoeba-test.eng-umb.eng.umb | 7.8 | 0.359 | | Tatoeba-test.eng-wol.eng.wol | 6.8 | 0.191 | | Tatoeba-test.eng-xho.eng.xho | 27.1 | 0.629 | | Tatoeba-test.eng-yor.eng.yor | 17.4 | 0.356 | | Tatoeba-test.eng-zul.eng.zul | 34.1 | 0.729 | ### System Info: - hf_name: eng-alv - source_languages: eng - target_languages: alv - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-alv/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['en', 'sn', 'rw', 'wo', 'ig', 'sg', 'ee', 'zu', 'lg', 'ts', 'ln', 'ny', 'yo', 'rn', 'xh', 'alv'] - src_constituents: {'eng'} - tgt_constituents: {'sna', 'kin', 'wol', 'ibo', 'swh', 'sag', 'ewe', 'zul', 'fuc', 'lug', 'tso', 'lin', 'nya', 'yor', 'run', 'xho', 'fuv', 'toi_Latn', 'umb'} - src_multilingual: False - tgt_multilingual: True - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-alv/opus2m-2020-08-01.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-alv/opus2m-2020-08-01.test.txt - src_alpha3: eng - tgt_alpha3: alv - short_pair: en-alv - chrF2_score: 0.429 - bleu: 11.4 - brevity_penalty: 1.0 - ref_len: 10603.0 - src_name: English - tgt_name: Atlantic-Congo languages - train_date: 2020-08-01 - src_alpha2: en - tgt_alpha2: alv - prefer_old: False - long_pair: eng-alv - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-en-ar
Helsinki-NLP
marian
12
32,835
transformers
7
translation
true
true
false
apache-2.0
['en', 'ar']
null
null
1
1
0
0
1
1
0
['translation']
false
true
true
2,203
### eng-ara * source group: English * target group: Arabic * OPUS readme: [eng-ara](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-ara/README.md) * model: transformer * source language(s): eng * target language(s): acm afb apc apc_Latn ara ara_Latn arq arq_Latn ary 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/eng-ara/opus-2020-07-03.zip) * test set translations: [opus-2020-07-03.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-ara/opus-2020-07-03.test.txt) * test set scores: [opus-2020-07-03.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-ara/opus-2020-07-03.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.eng.ara | 14.0 | 0.437 | ### System Info: - hf_name: eng-ara - source_languages: eng - target_languages: ara - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-ara/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['en', 'ar'] - src_constituents: {'eng'} - 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/eng-ara/opus-2020-07-03.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-ara/opus-2020-07-03.test.txt - src_alpha3: eng - tgt_alpha3: ara - short_pair: en-ar - chrF2_score: 0.43700000000000006 - bleu: 14.0 - brevity_penalty: 1.0 - ref_len: 58935.0 - src_name: English - tgt_name: Arabic - train_date: 2020-07-03 - src_alpha2: en - tgt_alpha2: ar - prefer_old: False - long_pair: eng-ara - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-en-az
Helsinki-NLP
marian
11
39
transformers
0
translation
true
true
false
apache-2.0
['en', 'az']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,016
### eng-aze * source group: English * target group: Azerbaijani * OPUS readme: [eng-aze](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-aze/README.md) * model: transformer-align * source language(s): eng * target language(s): aze_Latn * model: transformer-align * pre-processing: normalization + SentencePiece (spm12k,spm12k) * download original weights: [opus-2020-06-16.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-aze/opus-2020-06-16.zip) * test set translations: [opus-2020-06-16.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-aze/opus-2020-06-16.test.txt) * test set scores: [opus-2020-06-16.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-aze/opus-2020-06-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.eng.aze | 18.6 | 0.477 | ### System Info: - hf_name: eng-aze - source_languages: eng - target_languages: aze - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-aze/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['en', 'az'] - src_constituents: {'eng'} - tgt_constituents: {'aze_Latn'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm12k,spm12k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-aze/opus-2020-06-16.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-aze/opus-2020-06-16.test.txt - src_alpha3: eng - tgt_alpha3: aze - short_pair: en-az - chrF2_score: 0.47700000000000004 - bleu: 18.6 - brevity_penalty: 1.0 - ref_len: 13012.0 - src_name: English - tgt_name: Azerbaijani - train_date: 2020-06-16 - src_alpha2: en - tgt_alpha2: az - prefer_old: False - long_pair: eng-aze - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-en-bat
Helsinki-NLP
marian
11
12
transformers
0
translation
true
true
false
apache-2.0
['en', 'lt', 'lv', 'bat']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,594
### eng-bat * source group: English * target group: Baltic languages * OPUS readme: [eng-bat](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-bat/README.md) * model: transformer * source language(s): eng * target language(s): lav lit ltg prg_Latn sgs * model: transformer * pre-processing: normalization + SentencePiece (spm32k,spm32k) * a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID) * download original weights: [opus2m-2020-08-01.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-bat/opus2m-2020-08-01.zip) * test set translations: [opus2m-2020-08-01.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-bat/opus2m-2020-08-01.test.txt) * test set scores: [opus2m-2020-08-01.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-bat/opus2m-2020-08-01.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | newsdev2017-enlv-englav.eng.lav | 24.0 | 0.546 | | newsdev2019-enlt-englit.eng.lit | 20.9 | 0.533 | | newstest2017-enlv-englav.eng.lav | 18.3 | 0.506 | | newstest2019-enlt-englit.eng.lit | 13.6 | 0.466 | | Tatoeba-test.eng-lav.eng.lav | 42.8 | 0.652 | | Tatoeba-test.eng-lit.eng.lit | 37.1 | 0.650 | | Tatoeba-test.eng.multi | 37.0 | 0.616 | | Tatoeba-test.eng-prg.eng.prg | 0.5 | 0.130 | | Tatoeba-test.eng-sgs.eng.sgs | 4.1 | 0.178 | ### System Info: - hf_name: eng-bat - source_languages: eng - target_languages: bat - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-bat/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['en', 'lt', 'lv', 'bat'] - src_constituents: {'eng'} - tgt_constituents: {'lit', 'lav', 'prg_Latn', 'ltg', 'sgs'} - src_multilingual: False - tgt_multilingual: True - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-bat/opus2m-2020-08-01.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-bat/opus2m-2020-08-01.test.txt - src_alpha3: eng - tgt_alpha3: bat - short_pair: en-bat - chrF2_score: 0.616 - bleu: 37.0 - brevity_penalty: 0.956 - ref_len: 26417.0 - src_name: English - tgt_name: Baltic languages - train_date: 2020-08-01 - src_alpha2: en - tgt_alpha2: bat - prefer_old: False - long_pair: eng-bat - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-en-bcl
Helsinki-NLP
marian
10
60
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
797
### opus-mt-en-bcl * source languages: en * target languages: bcl * OPUS readme: [en-bcl](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-bcl/README.md) * dataset: opus+bt * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus+bt-2020-02-26.zip](https://object.pouta.csc.fi/OPUS-MT-models/en-bcl/opus+bt-2020-02-26.zip) * test set translations: [opus+bt-2020-02-26.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-bcl/opus+bt-2020-02-26.test.txt) * test set scores: [opus+bt-2020-02-26.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-bcl/opus+bt-2020-02-26.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.en.bcl | 54.3 | 0.722 |
Helsinki-NLP/opus-mt-en-bem
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-en-bem * source languages: en * target languages: bem * OPUS readme: [en-bem](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-bem/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/en-bem/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-bem/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-bem/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.en.bem | 29.7 | 0.532 |
Helsinki-NLP/opus-mt-en-ber
Helsinki-NLP
marian
10
21
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
778
### opus-mt-en-ber * source languages: en * target languages: ber * OPUS readme: [en-ber](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-ber/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/en-ber/opus-2019-12-18.zip) * test set translations: [opus-2019-12-18.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-ber/opus-2019-12-18.test.txt) * test set scores: [opus-2019-12-18.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-ber/opus-2019-12-18.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.en.ber | 29.7 | 0.544 |
Helsinki-NLP/opus-mt-en-bg
Helsinki-NLP
marian
11
704
transformers
0
translation
true
true
false
apache-2.0
['en', 'bg']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,101
### eng-bul * source group: English * target group: Bulgarian * OPUS readme: [eng-bul](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-bul/README.md) * model: transformer * source language(s): eng * 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/eng-bul/opus-2020-07-03.zip) * test set translations: [opus-2020-07-03.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-bul/opus-2020-07-03.test.txt) * test set scores: [opus-2020-07-03.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-bul/opus-2020-07-03.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.eng.bul | 50.6 | 0.680 | ### System Info: - hf_name: eng-bul - source_languages: eng - target_languages: bul - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-bul/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['en', 'bg'] - src_constituents: {'eng'} - 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/eng-bul/opus-2020-07-03.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-bul/opus-2020-07-03.test.txt - src_alpha3: eng - tgt_alpha3: bul - short_pair: en-bg - chrF2_score: 0.68 - bleu: 50.6 - brevity_penalty: 0.96 - ref_len: 69504.0 - src_name: English - tgt_name: Bulgarian - train_date: 2020-07-03 - src_alpha2: en - tgt_alpha2: bg - prefer_old: False - long_pair: eng-bul - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-en-bi
Helsinki-NLP
marian
10
20
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-en-bi * source languages: en * target languages: bi * OPUS readme: [en-bi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-bi/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/en-bi/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-bi/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-bi/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.en.bi | 36.4 | 0.543 |
Helsinki-NLP/opus-mt-en-bnt
Helsinki-NLP
marian
11
11
transformers
0
translation
true
true
false
apache-2.0
['en', 'sn', 'zu', 'rw', 'lg', 'ts', 'ln', 'ny', 'xh', 'rn', 'bnt']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,876
### eng-bnt * source group: English * target group: Bantu languages * OPUS readme: [eng-bnt](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-bnt/README.md) * model: transformer * source language(s): eng * target language(s): kin lin lug nya run sna swh toi_Latn tso umb xho zul * 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-2020-07-26.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-bnt/opus-2020-07-26.zip) * test set translations: [opus-2020-07-26.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-bnt/opus-2020-07-26.test.txt) * test set scores: [opus-2020-07-26.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-bnt/opus-2020-07-26.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.eng-kin.eng.kin | 12.5 | 0.519 | | Tatoeba-test.eng-lin.eng.lin | 1.1 | 0.277 | | Tatoeba-test.eng-lug.eng.lug | 4.8 | 0.415 | | Tatoeba-test.eng.multi | 12.1 | 0.449 | | Tatoeba-test.eng-nya.eng.nya | 22.1 | 0.616 | | Tatoeba-test.eng-run.eng.run | 13.2 | 0.492 | | Tatoeba-test.eng-sna.eng.sna | 32.1 | 0.669 | | Tatoeba-test.eng-swa.eng.swa | 1.7 | 0.180 | | Tatoeba-test.eng-toi.eng.toi | 10.7 | 0.266 | | Tatoeba-test.eng-tso.eng.tso | 26.9 | 0.631 | | Tatoeba-test.eng-umb.eng.umb | 5.2 | 0.295 | | Tatoeba-test.eng-xho.eng.xho | 22.6 | 0.615 | | Tatoeba-test.eng-zul.eng.zul | 41.1 | 0.769 | ### System Info: - hf_name: eng-bnt - source_languages: eng - target_languages: bnt - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-bnt/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['en', 'sn', 'zu', 'rw', 'lg', 'ts', 'ln', 'ny', 'xh', 'rn', 'bnt'] - src_constituents: {'eng'} - tgt_constituents: {'sna', 'zul', 'kin', 'lug', 'tso', 'lin', 'nya', 'xho', 'swh', 'run', 'toi_Latn', 'umb'} - src_multilingual: False - tgt_multilingual: True - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-bnt/opus-2020-07-26.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-bnt/opus-2020-07-26.test.txt - src_alpha3: eng - tgt_alpha3: bnt - short_pair: en-bnt - chrF2_score: 0.449 - bleu: 12.1 - brevity_penalty: 1.0 - ref_len: 9989.0 - src_name: English - tgt_name: Bantu languages - train_date: 2020-07-26 - src_alpha2: en - tgt_alpha2: bnt - prefer_old: False - long_pair: eng-bnt - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-en-bzs
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-en-bzs * source languages: en * target languages: bzs * OPUS readme: [en-bzs](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-bzs/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/en-bzs/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-bzs/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-bzs/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.en.bzs | 43.4 | 0.612 |
Helsinki-NLP/opus-mt-en-ca
Helsinki-NLP
marian
10
577
transformers
1
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
770
### opus-mt-en-ca * source languages: en * target languages: ca * OPUS readme: [en-ca](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-ca/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/en-ca/opus-2019-12-18.zip) * test set translations: [opus-2019-12-18.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-ca/opus-2019-12-18.test.txt) * test set scores: [opus-2019-12-18.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-ca/opus-2019-12-18.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.en.ca | 47.2 | 0.665 |
Helsinki-NLP/opus-mt-en-ceb
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
812
### opus-mt-en-ceb * source languages: en * target languages: ceb * OPUS readme: [en-ceb](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-ceb/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/en-ceb/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-ceb/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-ceb/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.en.ceb | 51.3 | 0.704 | | Tatoeba.en.ceb | 31.3 | 0.600 |
Helsinki-NLP/opus-mt-en-cel
Helsinki-NLP
marian
11
16
transformers
0
translation
true
true
false
apache-2.0
['en', 'gd', 'ga', 'br', 'kw', 'gv', 'cy', 'cel']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,517
### eng-cel * source group: English * target group: Celtic languages * OPUS readme: [eng-cel](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-cel/README.md) * model: transformer * source language(s): eng * target language(s): bre cor cym gla gle glv * model: transformer * pre-processing: normalization + SentencePiece (spm32k,spm32k) * a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID) * download original weights: [opus2m-2020-08-01.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-cel/opus2m-2020-08-01.zip) * test set translations: [opus2m-2020-08-01.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-cel/opus2m-2020-08-01.test.txt) * test set scores: [opus2m-2020-08-01.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-cel/opus2m-2020-08-01.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.eng-bre.eng.bre | 11.5 | 0.338 | | Tatoeba-test.eng-cor.eng.cor | 0.3 | 0.095 | | Tatoeba-test.eng-cym.eng.cym | 31.0 | 0.549 | | Tatoeba-test.eng-gla.eng.gla | 7.6 | 0.317 | | Tatoeba-test.eng-gle.eng.gle | 35.9 | 0.582 | | Tatoeba-test.eng-glv.eng.glv | 9.9 | 0.454 | | Tatoeba-test.eng.multi | 18.0 | 0.342 | ### System Info: - hf_name: eng-cel - source_languages: eng - target_languages: cel - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-cel/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['en', 'gd', 'ga', 'br', 'kw', 'gv', 'cy', 'cel'] - src_constituents: {'eng'} - tgt_constituents: {'gla', 'gle', 'bre', 'cor', 'glv', 'cym'} - src_multilingual: False - tgt_multilingual: True - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-cel/opus2m-2020-08-01.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-cel/opus2m-2020-08-01.test.txt - src_alpha3: eng - tgt_alpha3: cel - short_pair: en-cel - chrF2_score: 0.342 - bleu: 18.0 - brevity_penalty: 0.9590000000000001 - ref_len: 45370.0 - src_name: English - tgt_name: Celtic languages - train_date: 2020-08-01 - src_alpha2: en - tgt_alpha2: cel - prefer_old: False - long_pair: eng-cel - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-en-chk
Helsinki-NLP
marian
10
23
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-en-chk * source languages: en * target languages: chk * OPUS readme: [en-chk](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-chk/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/en-chk/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-chk/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-chk/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.en.chk | 26.1 | 0.468 |
Helsinki-NLP/opus-mt-en-cpf
Helsinki-NLP
marian
11
11
transformers
0
translation
true
true
false
apache-2.0
['en', 'ht', 'cpf']
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
2,318
### eng-cpf * source group: English * target group: Creoles and pidgins, French‑based * OPUS readme: [eng-cpf](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-cpf/README.md) * model: transformer * source language(s): eng * target language(s): gcf_Latn hat mfe * 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-2020-07-26.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-cpf/opus-2020-07-26.zip) * test set translations: [opus-2020-07-26.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-cpf/opus-2020-07-26.test.txt) * test set scores: [opus-2020-07-26.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-cpf/opus-2020-07-26.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.eng-gcf.eng.gcf | 6.2 | 0.262 | | Tatoeba-test.eng-hat.eng.hat | 25.7 | 0.451 | | Tatoeba-test.eng-mfe.eng.mfe | 80.1 | 0.900 | | Tatoeba-test.eng.multi | 15.9 | 0.354 | ### System Info: - hf_name: eng-cpf - source_languages: eng - target_languages: cpf - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-cpf/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['en', 'ht', 'cpf'] - src_constituents: {'eng'} - tgt_constituents: {'gcf_Latn', 'hat', 'mfe'} - src_multilingual: False - tgt_multilingual: True - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-cpf/opus-2020-07-26.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-cpf/opus-2020-07-26.test.txt - src_alpha3: eng - tgt_alpha3: cpf - short_pair: en-cpf - chrF2_score: 0.354 - bleu: 15.9 - brevity_penalty: 1.0 - ref_len: 1012.0 - src_name: English - tgt_name: Creoles and pidgins, French‑based - train_date: 2020-07-26 - src_alpha2: en - tgt_alpha2: cpf - prefer_old: False - long_pair: eng-cpf - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-en-cpp
Helsinki-NLP
marian
11
11
transformers
1
translation
true
true
false
apache-2.0
['en', 'id', 'cpp']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,370
### eng-cpp * source group: English * target group: Creoles and pidgins, Portuguese-based * OPUS readme: [eng-cpp](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-cpp/README.md) * model: transformer * source language(s): eng * target language(s): ind max_Latn min pap tmw_Latn zlm_Latn zsm_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: [opus2m-2020-08-01.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-cpp/opus2m-2020-08-01.zip) * test set translations: [opus2m-2020-08-01.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-cpp/opus2m-2020-08-01.test.txt) * test set scores: [opus2m-2020-08-01.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-cpp/opus2m-2020-08-01.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.eng-msa.eng.msa | 32.6 | 0.573 | | Tatoeba-test.eng.multi | 32.7 | 0.574 | | Tatoeba-test.eng-pap.eng.pap | 42.5 | 0.633 | ### System Info: - hf_name: eng-cpp - source_languages: eng - target_languages: cpp - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-cpp/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['en', 'id', 'cpp'] - src_constituents: {'eng'} - tgt_constituents: {'zsm_Latn', 'ind', 'pap', 'min', 'tmw_Latn', 'max_Latn', 'zlm_Latn'} - src_multilingual: False - tgt_multilingual: True - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-cpp/opus2m-2020-08-01.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-cpp/opus2m-2020-08-01.test.txt - src_alpha3: eng - tgt_alpha3: cpp - short_pair: en-cpp - chrF2_score: 0.574 - bleu: 32.7 - brevity_penalty: 0.996 - ref_len: 34010.0 - src_name: English - tgt_name: Creoles and pidgins, Portuguese-based - train_date: 2020-08-01 - src_alpha2: en - tgt_alpha2: cpp - prefer_old: False - long_pair: eng-cpp - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-en-crs
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-en-crs * source languages: en * target languages: crs * OPUS readme: [en-crs](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-crs/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/en-crs/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-crs/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-crs/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.en.crs | 45.2 | 0.617 |
Helsinki-NLP/opus-mt-en-cs
Helsinki-NLP
marian
10
828
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
1,279
### opus-mt-en-cs * source languages: en * target languages: cs * OPUS readme: [en-cs](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-cs/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/en-cs/opus-2019-12-18.zip) * test set translations: [opus-2019-12-18.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-cs/opus-2019-12-18.test.txt) * test set scores: [opus-2019-12-18.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-cs/opus-2019-12-18.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | newssyscomb2009.en.cs | 22.8 | 0.507 | | news-test2008.en.cs | 20.7 | 0.485 | | newstest2009.en.cs | 21.8 | 0.500 | | newstest2010.en.cs | 22.1 | 0.505 | | newstest2011.en.cs | 23.2 | 0.507 | | newstest2012.en.cs | 20.8 | 0.482 | | newstest2013.en.cs | 24.7 | 0.514 | | newstest2015-encs.en.cs | 24.9 | 0.527 | | newstest2016-encs.en.cs | 26.7 | 0.540 | | newstest2017-encs.en.cs | 22.7 | 0.503 | | newstest2018-encs.en.cs | 22.9 | 0.504 | | newstest2019-encs.en.cs | 24.9 | 0.518 | | Tatoeba.en.cs | 46.1 | 0.647 |
Helsinki-NLP/opus-mt-en-cus
Helsinki-NLP
marian
11
20
transformers
0
translation
true
true
false
apache-2.0
['en', 'so', 'cus']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,080
### eng-cus * source group: English * target group: Cushitic languages * OPUS readme: [eng-cus](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-cus/README.md) * model: transformer * source language(s): eng * target language(s): som * model: transformer * pre-processing: normalization + SentencePiece (spm12k,spm12k) * download original weights: [opus2m-2020-08-01.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-cus/opus2m-2020-08-01.zip) * test set translations: [opus2m-2020-08-01.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-cus/opus2m-2020-08-01.test.txt) * test set scores: [opus2m-2020-08-01.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-cus/opus2m-2020-08-01.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.eng.multi | 16.0 | 0.173 | | Tatoeba-test.eng-som.eng.som | 16.0 | 0.173 | ### System Info: - hf_name: eng-cus - source_languages: eng - target_languages: cus - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-cus/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['en', 'so', 'cus'] - src_constituents: {'eng'} - tgt_constituents: {'som'} - src_multilingual: False - tgt_multilingual: True - prepro: normalization + SentencePiece (spm12k,spm12k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-cus/opus2m-2020-08-01.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-cus/opus2m-2020-08-01.test.txt - src_alpha3: eng - tgt_alpha3: cus - short_pair: en-cus - chrF2_score: 0.17300000000000001 - bleu: 16.0 - brevity_penalty: 1.0 - ref_len: 3.0 - src_name: English - tgt_name: Cushitic languages - train_date: 2020-08-01 - src_alpha2: en - tgt_alpha2: cus - prefer_old: False - long_pair: eng-cus - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-en-cy
Helsinki-NLP
marian
10
23
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-en-cy * source languages: en * target languages: cy * OPUS readme: [en-cy](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-cy/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/en-cy/opus-2019-12-18.zip) * test set translations: [opus-2019-12-18.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-cy/opus-2019-12-18.test.txt) * test set scores: [opus-2019-12-18.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-cy/opus-2019-12-18.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.en.cy | 25.3 | 0.487 |
Helsinki-NLP/opus-mt-en-da
Helsinki-NLP
marian
10
1,174
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-en-da * source languages: en * target languages: da * OPUS readme: [en-da](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-da/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/en-da/opus-2019-12-18.zip) * test set translations: [opus-2019-12-18.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-da/opus-2019-12-18.test.txt) * test set scores: [opus-2019-12-18.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-da/opus-2019-12-18.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.en.da | 60.4 | 0.745 |
Helsinki-NLP/opus-mt-en-de
Helsinki-NLP
marian
12
147,323
transformers
9
translation
true
true
true
cc-by-4.0
null
null
null
2
0
2
0
1
0
1
['translation']
false
true
true
3,263
### opus-mt-en-de ## 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:** Translation - **Language(s):** - Source Language: English - Target Language: German - **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: [en-de](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-de/README.md) #### 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/en-de/opus-2020-02-26.zip) * test set translations: [opus-2020-02-26.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-de/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/en-de/opus-2020-02-26.eval.txt) #### Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | newssyscomb2009.en.de | 23.5 | 0.540 | | news-test2008.en.de | 23.5 | 0.529 | | newstest2009.en.de | 22.3 | 0.530 | | newstest2010.en.de | 24.9 | 0.544 | | newstest2011.en.de | 22.5 | 0.524 | | newstest2012.en.de | 23.0 | 0.525 | | newstest2013.en.de | 26.9 | 0.553 | | newstest2015-ende.en.de | 31.1 | 0.594 | | newstest2016-ende.en.de | 37.0 | 0.636 | | newstest2017-ende.en.de | 29.9 | 0.586 | | newstest2018-ende.en.de | 45.2 | 0.690 | | newstest2019-ende.en.de | 40.9 | 0.654 | | Tatoeba.en.de | 47.3 | 0.664 | ## 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-en-de") model = AutoModelForSeq2SeqLM.from_pretrained("Helsinki-NLP/opus-mt-en-de") ```
Helsinki-NLP/opus-mt-en-dra
Helsinki-NLP
marian
11
548
transformers
1
translation
true
true
false
apache-2.0
['en', 'ta', 'kn', 'ml', 'te', 'dra']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,371
### eng-dra * source group: English * target group: Dravidian languages * OPUS readme: [eng-dra](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-dra/README.md) * model: transformer * source language(s): eng * target language(s): kan mal tam tel * 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-2020-07-26.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-dra/opus-2020-07-26.zip) * test set translations: [opus-2020-07-26.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-dra/opus-2020-07-26.test.txt) * test set scores: [opus-2020-07-26.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-dra/opus-2020-07-26.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.eng-kan.eng.kan | 4.7 | 0.348 | | Tatoeba-test.eng-mal.eng.mal | 13.1 | 0.515 | | Tatoeba-test.eng.multi | 10.7 | 0.463 | | Tatoeba-test.eng-tam.eng.tam | 9.0 | 0.444 | | Tatoeba-test.eng-tel.eng.tel | 7.1 | 0.363 | ### System Info: - hf_name: eng-dra - source_languages: eng - target_languages: dra - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-dra/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['en', 'ta', 'kn', 'ml', 'te', 'dra'] - src_constituents: {'eng'} - tgt_constituents: {'tam', 'kan', 'mal', 'tel'} - src_multilingual: False - tgt_multilingual: True - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-dra/opus-2020-07-26.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-dra/opus-2020-07-26.test.txt - src_alpha3: eng - tgt_alpha3: dra - short_pair: en-dra - chrF2_score: 0.46299999999999997 - bleu: 10.7 - brevity_penalty: 1.0 - ref_len: 7928.0 - src_name: English - tgt_name: Dravidian languages - train_date: 2020-07-26 - src_alpha2: en - tgt_alpha2: dra - prefer_old: False - long_pair: eng-dra - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-en-ee
Helsinki-NLP
marian
10
45
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
802
### opus-mt-en-ee * source languages: en * target languages: ee * OPUS readme: [en-ee](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-ee/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/en-ee/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-ee/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-ee/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.en.ee | 38.2 | 0.591 | | Tatoeba.en.ee | 6.0 | 0.347 |
Helsinki-NLP/opus-mt-en-efi
Helsinki-NLP
marian
10
24
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-en-efi * source languages: en * target languages: efi * OPUS readme: [en-efi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-efi/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/en-efi/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-efi/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-efi/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.en.efi | 38.0 | 0.568 |
Helsinki-NLP/opus-mt-en-el
Helsinki-NLP
marian
10
782
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-en-el * source languages: en * target languages: el * OPUS readme: [en-el](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-el/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/en-el/opus-2019-12-18.zip) * test set translations: [opus-2019-12-18.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-el/opus-2019-12-18.test.txt) * test set scores: [opus-2019-12-18.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-el/opus-2019-12-18.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.en.el | 56.4 | 0.745 |
Helsinki-NLP/opus-mt-en-eo
Helsinki-NLP
marian
10
342
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-en-eo * source languages: en * target languages: eo * OPUS readme: [en-eo](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-eo/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/en-eo/opus-2019-12-18.zip) * test set translations: [opus-2019-12-18.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-eo/opus-2019-12-18.test.txt) * test set scores: [opus-2019-12-18.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-eo/opus-2019-12-18.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.en.eo | 49.5 | 0.682 |
Helsinki-NLP/opus-mt-en-es
Helsinki-NLP
marian
12
1,677,882
transformers
19
translation
true
true
true
apache-2.0
['en', 'es']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,330
### eng-spa * source group: English * target group: Spanish * OPUS readme: [eng-spa](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-spa/README.md) * model: transformer * source language(s): eng * target language(s): spa * model: transformer * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus-2020-08-18.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-spa/opus-2020-08-18.zip) * test set translations: [opus-2020-08-18.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-spa/opus-2020-08-18.test.txt) * test set scores: [opus-2020-08-18.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-spa/opus-2020-08-18.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | newssyscomb2009-engspa.eng.spa | 31.0 | 0.583 | | news-test2008-engspa.eng.spa | 29.7 | 0.564 | | newstest2009-engspa.eng.spa | 30.2 | 0.578 | | newstest2010-engspa.eng.spa | 36.9 | 0.620 | | newstest2011-engspa.eng.spa | 38.2 | 0.619 | | newstest2012-engspa.eng.spa | 39.0 | 0.625 | | newstest2013-engspa.eng.spa | 35.0 | 0.598 | | Tatoeba-test.eng.spa | 54.9 | 0.721 | ### System Info: - hf_name: eng-spa - source_languages: eng - target_languages: spa - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-spa/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['en', 'es'] - src_constituents: {'eng'} - tgt_constituents: {'spa'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-spa/opus-2020-08-18.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-spa/opus-2020-08-18.test.txt - src_alpha3: eng - tgt_alpha3: spa - short_pair: en-es - chrF2_score: 0.721 - bleu: 54.9 - brevity_penalty: 0.978 - ref_len: 77311.0 - src_name: English - tgt_name: Spanish - train_date: 2020-08-18 00:00:00 - src_alpha2: en - tgt_alpha2: es - prefer_old: False - long_pair: eng-spa - helsinki_git_sha: d2f0910c89026c34a44e331e785dec1e0faa7b82 - transformers_git_sha: f7af09b4524b784d67ae8526f0e2fcc6f5ed0de9 - port_machine: brutasse - port_time: 2020-08-24-18:20