Datasets:
davanstrien
/
model_cards_with_readmes_with_duplicates

Dataset card Data Studio Files
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Helsinki-NLP/opus-mt-kqn-en
Helsinki-NLP
marian
10
11
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-kqn-en * source languages: kqn * target languages: en * OPUS readme: [kqn-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/kqn-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/kqn-en/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/kqn-en/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/kqn-en/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.kqn.en | 32.6 | 0.480 |
Helsinki-NLP/opus-mt-kqn-es
Helsinki-NLP
marian
10
7
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-kqn-es * source languages: kqn * target languages: es * OPUS readme: [kqn-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/kqn-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/kqn-es/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/kqn-es/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/kqn-es/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.kqn.es | 20.9 | 0.378 |
Helsinki-NLP/opus-mt-kqn-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-kqn-fr * source languages: kqn * target languages: fr * OPUS readme: [kqn-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/kqn-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/kqn-fr/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/kqn-fr/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/kqn-fr/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.kqn.fr | 23.2 | 0.400 |
Helsinki-NLP/opus-mt-kqn-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-kqn-sv * source languages: kqn * target languages: sv * OPUS readme: [kqn-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/kqn-sv/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/kqn-sv/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/kqn-sv/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/kqn-sv/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.kqn.sv | 23.3 | 0.409 |
Helsinki-NLP/opus-mt-kwn-en
Helsinki-NLP
marian
10
10
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-kwn-en * source languages: kwn * target languages: en * OPUS readme: [kwn-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/kwn-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/kwn-en/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/kwn-en/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/kwn-en/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.kwn.en | 27.5 | 0.434 |
Helsinki-NLP/opus-mt-kwy-en
Helsinki-NLP
marian
10
10
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-kwy-en * source languages: kwy * target languages: en * OPUS readme: [kwy-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/kwy-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/kwy-en/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/kwy-en/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/kwy-en/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.kwy.en | 31.6 | 0.466 |
Helsinki-NLP/opus-mt-kwy-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-kwy-fr * source languages: kwy * target languages: fr * OPUS readme: [kwy-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/kwy-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/kwy-fr/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/kwy-fr/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/kwy-fr/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.kwy.fr | 20.6 | 0.367 |
Helsinki-NLP/opus-mt-kwy-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-kwy-sv * source languages: kwy * target languages: sv * OPUS readme: [kwy-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/kwy-sv/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/kwy-sv/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/kwy-sv/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/kwy-sv/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.kwy.sv | 20.2 | 0.373 |
Helsinki-NLP/opus-mt-lg-en
Helsinki-NLP
marian
10
48
transformers
1
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
802
### opus-mt-lg-en * source languages: lg * target languages: en * OPUS readme: [lg-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lg-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/lg-en/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lg-en/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lg-en/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lg.en | 32.6 | 0.480 | | Tatoeba.lg.en | 5.4 | 0.243 |
Helsinki-NLP/opus-mt-lg-es
Helsinki-NLP
marian
10
10
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
768
### opus-mt-lg-es * source languages: lg * target languages: es * OPUS readme: [lg-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lg-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/lg-es/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lg-es/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lg-es/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lg.es | 22.1 | 0.393 |
Helsinki-NLP/opus-mt-lg-fi
Helsinki-NLP
marian
10
8
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
768
### opus-mt-lg-fi * source languages: lg * target languages: fi * OPUS readme: [lg-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lg-fi/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-24.zip](https://object.pouta.csc.fi/OPUS-MT-models/lg-fi/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lg-fi/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lg-fi/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lg.fi | 21.8 | 0.424 |
Helsinki-NLP/opus-mt-lg-fr
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-lg-fr * source languages: lg * target languages: fr * OPUS readme: [lg-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lg-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/lg-fr/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lg-fr/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lg-fr/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lg.fr | 23.7 | 0.406 |
Helsinki-NLP/opus-mt-lg-sv
Helsinki-NLP
marian
10
13
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
768
### opus-mt-lg-sv * source languages: lg * target languages: sv * OPUS readme: [lg-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lg-sv/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/lg-sv/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lg-sv/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lg-sv/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lg.sv | 24.5 | 0.423 |
Helsinki-NLP/opus-mt-ln-de
Helsinki-NLP
marian
10
7
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
768
### opus-mt-ln-de * source languages: ln * target languages: de * OPUS readme: [ln-de](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ln-de/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-21.zip](https://object.pouta.csc.fi/OPUS-MT-models/ln-de/opus-2020-01-21.zip) * test set translations: [opus-2020-01-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/ln-de/opus-2020-01-21.test.txt) * test set scores: [opus-2020-01-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/ln-de/opus-2020-01-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.ln.de | 23.3 | 0.428 |
Helsinki-NLP/opus-mt-ln-en
Helsinki-NLP
marian
10
34
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-ln-en * source languages: ln * target languages: en * OPUS readme: [ln-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ln-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/ln-en/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/ln-en/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/ln-en/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.ln.en | 35.9 | 0.516 |
Helsinki-NLP/opus-mt-ln-es
Helsinki-NLP
marian
10
8
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
768
### opus-mt-ln-es * source languages: ln * target languages: es * OPUS readme: [ln-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ln-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/ln-es/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/ln-es/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/ln-es/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.ln.es | 26.5 | 0.444 |
Helsinki-NLP/opus-mt-ln-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-ln-fr * source languages: ln * target languages: fr * OPUS readme: [ln-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ln-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/ln-fr/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/ln-fr/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/ln-fr/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.ln.fr | 28.4 | 0.456 |
Helsinki-NLP/opus-mt-loz-de
Helsinki-NLP
marian
10
7
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-loz-de * source languages: loz * target languages: de * OPUS readme: [loz-de](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/loz-de/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-21.zip](https://object.pouta.csc.fi/OPUS-MT-models/loz-de/opus-2020-01-21.zip) * test set translations: [opus-2020-01-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/loz-de/opus-2020-01-21.test.txt) * test set scores: [opus-2020-01-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/loz-de/opus-2020-01-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.loz.de | 24.3 | 0.438 |
Helsinki-NLP/opus-mt-loz-en
Helsinki-NLP
marian
10
34
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-loz-en * source languages: loz * target languages: en * OPUS readme: [loz-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/loz-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/loz-en/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/loz-en/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/loz-en/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.loz.en | 42.1 | 0.565 |
Helsinki-NLP/opus-mt-loz-es
Helsinki-NLP
marian
10
8
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-loz-es * source languages: loz * target languages: es * OPUS readme: [loz-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/loz-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/loz-es/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/loz-es/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/loz-es/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.loz.es | 28.4 | 0.464 |
Helsinki-NLP/opus-mt-loz-fi
Helsinki-NLP
marian
10
8
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-loz-fi * source languages: loz * target languages: fi * OPUS readme: [loz-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/loz-fi/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/loz-fi/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/loz-fi/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/loz-fi/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.loz.fi | 25.1 | 0.467 |
Helsinki-NLP/opus-mt-loz-fr
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-loz-fr * source languages: loz * target languages: fr * OPUS readme: [loz-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/loz-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/loz-fr/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/loz-fr/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/loz-fr/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.loz.fr | 28.5 | 0.462 |
Helsinki-NLP/opus-mt-loz-sv
Helsinki-NLP
marian
10
8
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-loz-sv * source languages: loz * target languages: sv * OPUS readme: [loz-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/loz-sv/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/loz-sv/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/loz-sv/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/loz-sv/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.loz.sv | 30.0 | 0.477 |
Helsinki-NLP/opus-mt-lt-de
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
770
### opus-mt-lt-de * source languages: lt * target languages: de * OPUS readme: [lt-de](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lt-de/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-21.zip](https://object.pouta.csc.fi/OPUS-MT-models/lt-de/opus-2020-01-21.zip) * test set translations: [opus-2020-01-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lt-de/opus-2020-01-21.test.txt) * test set scores: [opus-2020-01-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lt-de/opus-2020-01-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.lt.de | 45.2 | 0.640 |
Helsinki-NLP/opus-mt-lt-eo
Helsinki-NLP
marian
11
14
transformers
0
translation
true
true
false
apache-2.0
['lt', 'eo']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
1,990
### lit-epo * source group: Lithuanian * target group: Esperanto * OPUS readme: [lit-epo](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/lit-epo/README.md) * model: transformer-align * source language(s): lit * 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/lit-epo/opus-2020-06-16.zip) * test set translations: [opus-2020-06-16.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/lit-epo/opus-2020-06-16.test.txt) * test set scores: [opus-2020-06-16.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/lit-epo/opus-2020-06-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.lit.epo | 13.0 | 0.313 | ### System Info: - hf_name: lit-epo - source_languages: lit - target_languages: epo - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/lit-epo/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['lt', 'eo'] - src_constituents: {'lit'} - tgt_constituents: {'epo'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/lit-epo/opus-2020-06-16.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/lit-epo/opus-2020-06-16.test.txt - src_alpha3: lit - tgt_alpha3: epo - short_pair: lt-eo - chrF2_score: 0.313 - bleu: 13.0 - brevity_penalty: 1.0 - ref_len: 70340.0 - src_name: Lithuanian - tgt_name: Esperanto - train_date: 2020-06-16 - src_alpha2: lt - tgt_alpha2: eo - prefer_old: False - long_pair: lit-epo - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-lt-es
Helsinki-NLP
marian
11
17
transformers
1
translation
true
true
false
apache-2.0
['lt', 'es']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
1,990
### lit-spa * source group: Lithuanian * target group: Spanish * OPUS readme: [lit-spa](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/lit-spa/README.md) * model: transformer-align * source language(s): lit * target language(s): spa * 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/lit-spa/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/lit-spa/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/lit-spa/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.lit.spa | 50.5 | 0.680 | ### System Info: - hf_name: lit-spa - source_languages: lit - target_languages: spa - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/lit-spa/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['lt', 'es'] - src_constituents: {'lit'} - tgt_constituents: {'spa'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/lit-spa/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/lit-spa/opus-2020-06-17.test.txt - src_alpha3: lit - tgt_alpha3: spa - short_pair: lt-es - chrF2_score: 0.68 - bleu: 50.5 - brevity_penalty: 0.963 - ref_len: 2738.0 - src_name: Lithuanian - tgt_name: Spanish - train_date: 2020-06-17 - src_alpha2: lt - tgt_alpha2: es - prefer_old: False - long_pair: lit-spa - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-lt-fr
Helsinki-NLP
marian
10
36
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
768
### opus-mt-lt-fr * source languages: lt * target languages: fr * OPUS readme: [lt-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lt-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/lt-fr/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lt-fr/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lt-fr/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lt.fr | 22.0 | 0.428 |
Helsinki-NLP/opus-mt-lt-it
Helsinki-NLP
marian
11
15
transformers
0
translation
true
true
false
apache-2.0
['lt', 'it']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,004
### lit-ita * source group: Lithuanian * target group: Italian * OPUS readme: [lit-ita](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/lit-ita/README.md) * model: transformer-align * source language(s): lit * target language(s): ita * 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/lit-ita/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/lit-ita/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/lit-ita/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.lit.ita | 42.2 | 0.657 | ### System Info: - hf_name: lit-ita - source_languages: lit - target_languages: ita - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/lit-ita/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['lt', 'it'] - src_constituents: {'lit'} - tgt_constituents: {'ita'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/lit-ita/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/lit-ita/opus-2020-06-17.test.txt - src_alpha3: lit - tgt_alpha3: ita - short_pair: lt-it - chrF2_score: 0.657 - bleu: 42.2 - brevity_penalty: 0.9740000000000001 - ref_len: 1505.0 - src_name: Lithuanian - tgt_name: Italian - train_date: 2020-06-17 - src_alpha2: lt - tgt_alpha2: it - prefer_old: False - long_pair: lit-ita - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-lt-pl
Helsinki-NLP
marian
11
13
transformers
0
translation
true
true
false
apache-2.0
['lt', 'pl']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,003
### lit-pol * source group: Lithuanian * target group: Polish * OPUS readme: [lit-pol](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/lit-pol/README.md) * model: transformer-align * source language(s): lit * target language(s): pol * 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/lit-pol/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/lit-pol/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/lit-pol/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.lit.pol | 53.6 | 0.721 | ### System Info: - hf_name: lit-pol - source_languages: lit - target_languages: pol - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/lit-pol/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['lt', 'pl'] - src_constituents: {'lit'} - tgt_constituents: {'pol'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/lit-pol/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/lit-pol/opus-2020-06-17.test.txt - src_alpha3: lit - tgt_alpha3: pol - short_pair: lt-pl - chrF2_score: 0.721 - bleu: 53.6 - brevity_penalty: 0.9570000000000001 - ref_len: 10629.0 - src_name: Lithuanian - tgt_name: Polish - train_date: 2020-06-17 - src_alpha2: lt - tgt_alpha2: pl - prefer_old: False - long_pair: lit-pol - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-lt-ru
Helsinki-NLP
marian
11
96
transformers
0
translation
true
true
false
apache-2.0
['lt', 'ru']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
1,992
### lit-rus * source group: Lithuanian * target group: Russian * OPUS readme: [lit-rus](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/lit-rus/README.md) * model: transformer-align * source language(s): lit * target language(s): rus * 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/lit-rus/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/lit-rus/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/lit-rus/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.lit.rus | 51.7 | 0.695 | ### System Info: - hf_name: lit-rus - source_languages: lit - target_languages: rus - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/lit-rus/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['lt', 'ru'] - src_constituents: {'lit'} - tgt_constituents: {'rus'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/lit-rus/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/lit-rus/opus-2020-06-17.test.txt - src_alpha3: lit - tgt_alpha3: rus - short_pair: lt-ru - chrF2_score: 0.695 - bleu: 51.7 - brevity_penalty: 0.982 - ref_len: 15395.0 - src_name: Lithuanian - tgt_name: Russian - train_date: 2020-06-17 - src_alpha2: lt - tgt_alpha2: ru - prefer_old: False - long_pair: lit-rus - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-lt-sv
Helsinki-NLP
marian
10
14
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-lt-sv * source languages: lt * target languages: sv * OPUS readme: [lt-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lt-sv/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/lt-sv/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lt-sv/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lt-sv/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lt.sv | 22.9 | 0.447 |
Helsinki-NLP/opus-mt-lt-tr
Helsinki-NLP
marian
11
8
transformers
0
translation
true
true
false
apache-2.0
['lt', 'tr']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
1,991
### lit-tur * source group: Lithuanian * target group: Turkish * OPUS readme: [lit-tur](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/lit-tur/README.md) * model: transformer-align * source language(s): lit * target language(s): tur * 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/lit-tur/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/lit-tur/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/lit-tur/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.lit.tur | 35.8 | 0.648 | ### System Info: - hf_name: lit-tur - source_languages: lit - target_languages: tur - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/lit-tur/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['lt', 'tr'] - src_constituents: {'lit'} - tgt_constituents: {'tur'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/lit-tur/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/lit-tur/opus-2020-06-17.test.txt - src_alpha3: lit - tgt_alpha3: tur - short_pair: lt-tr - chrF2_score: 0.648 - bleu: 35.8 - brevity_penalty: 0.927 - ref_len: 7700.0 - src_name: Lithuanian - tgt_name: Turkish - train_date: 2020-06-17 - src_alpha2: lt - tgt_alpha2: tr - prefer_old: False - long_pair: lit-tur - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-lu-en
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
768
### opus-mt-lu-en * source languages: lu * target languages: en * OPUS readme: [lu-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lu-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/lu-en/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lu-en/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lu-en/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lu.en | 35.7 | 0.517 |
Helsinki-NLP/opus-mt-lu-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-lu-es * source languages: lu * target languages: es * OPUS readme: [lu-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lu-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/lu-es/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lu-es/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lu-es/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lu.es | 22.4 | 0.400 |
Helsinki-NLP/opus-mt-lu-fi
Helsinki-NLP
marian
10
8
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
768
### opus-mt-lu-fi * source languages: lu * target languages: fi * OPUS readme: [lu-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lu-fi/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/lu-fi/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lu-fi/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lu-fi/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lu.fi | 21.4 | 0.442 |
Helsinki-NLP/opus-mt-lu-fr
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-lu-fr * source languages: lu * target languages: fr * OPUS readme: [lu-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lu-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-21.zip](https://object.pouta.csc.fi/OPUS-MT-models/lu-fr/opus-2020-01-21.zip) * test set translations: [opus-2020-01-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lu-fr/opus-2020-01-21.test.txt) * test set scores: [opus-2020-01-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lu-fr/opus-2020-01-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lu.fr | 26.4 | 0.431 |
Helsinki-NLP/opus-mt-lu-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-lu-sv * source languages: lu * target languages: sv * OPUS readme: [lu-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lu-sv/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/lu-sv/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lu-sv/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lu-sv/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lu.sv | 25.4 | 0.435 |
Helsinki-NLP/opus-mt-lua-en
Helsinki-NLP
marian
10
39
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-lua-en * source languages: lua * target languages: en * OPUS readme: [lua-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lua-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/lua-en/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lua-en/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lua-en/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lua.en | 34.4 | 0.502 |
Helsinki-NLP/opus-mt-lua-es
Helsinki-NLP
marian
10
8
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-lua-es * source languages: lua * target languages: es * OPUS readme: [lua-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lua-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/lua-es/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lua-es/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lua-es/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lua.es | 23.1 | 0.409 |
Helsinki-NLP/opus-mt-lua-fi
Helsinki-NLP
marian
10
8
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-lua-fi * source languages: lua * target languages: fi * OPUS readme: [lua-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lua-fi/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/lua-fi/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lua-fi/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lua-fi/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lua.fi | 23.5 | 0.450 |
Helsinki-NLP/opus-mt-lua-fr
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
776
### opus-mt-lua-fr * source languages: lua * target languages: fr * OPUS readme: [lua-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lua-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/lua-fr/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lua-fr/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lua-fr/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lua.fr | 25.7 | 0.429 |
Helsinki-NLP/opus-mt-lua-sv
Helsinki-NLP
marian
10
10
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-lua-sv * source languages: lua * target languages: sv * OPUS readme: [lua-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lua-sv/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/lua-sv/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lua-sv/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lua-sv/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lua.sv | 25.7 | 0.437 |
Helsinki-NLP/opus-mt-lue-en
Helsinki-NLP
marian
10
14
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-lue-en * source languages: lue * target languages: en * OPUS readme: [lue-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lue-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/lue-en/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lue-en/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lue-en/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lue.en | 31.7 | 0.469 |
Helsinki-NLP/opus-mt-lue-es
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-lue-es * source languages: lue * target languages: es * OPUS readme: [lue-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lue-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/lue-es/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lue-es/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lue-es/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lue.es | 22.8 | 0.399 |
Helsinki-NLP/opus-mt-lue-fi
Helsinki-NLP
marian
10
7
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-lue-fi * source languages: lue * target languages: fi * OPUS readme: [lue-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lue-fi/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/lue-fi/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lue-fi/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lue-fi/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lue.fi | 22.1 | 0.427 |
Helsinki-NLP/opus-mt-lue-fr
Helsinki-NLP
marian
10
25
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-lue-fr * source languages: lue * target languages: fr * OPUS readme: [lue-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lue-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/lue-fr/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lue-fr/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lue-fr/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lue.fr | 24.1 | 0.407 |
Helsinki-NLP/opus-mt-lue-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-lue-sv * source languages: lue * target languages: sv * OPUS readme: [lue-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lue-sv/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/lue-sv/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lue-sv/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lue-sv/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lue.sv | 23.7 | 0.412 |
Helsinki-NLP/opus-mt-lun-en
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
776
### opus-mt-lun-en * source languages: lun * target languages: en * OPUS readme: [lun-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lun-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/lun-en/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lun-en/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lun-en/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lun.en | 30.6 | 0.466 |
Helsinki-NLP/opus-mt-luo-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-luo-en * source languages: luo * target languages: en * OPUS readme: [luo-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/luo-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-21.zip](https://object.pouta.csc.fi/OPUS-MT-models/luo-en/opus-2020-01-21.zip) * test set translations: [opus-2020-01-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/luo-en/opus-2020-01-21.test.txt) * test set scores: [opus-2020-01-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/luo-en/opus-2020-01-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.luo.en | 29.1 | 0.452 |
Helsinki-NLP/opus-mt-lus-en
Helsinki-NLP
marian
10
10
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-lus-en * source languages: lus * target languages: en * OPUS readme: [lus-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lus-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/lus-en/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lus-en/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lus-en/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lus.en | 37.0 | 0.534 |
Helsinki-NLP/opus-mt-lus-es
Helsinki-NLP
marian
10
7
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-lus-es * source languages: lus * target languages: es * OPUS readme: [lus-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lus-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/lus-es/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lus-es/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lus-es/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lus.es | 21.6 | 0.389 |
Helsinki-NLP/opus-mt-lus-fi
Helsinki-NLP
marian
10
29
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-lus-fi * source languages: lus * target languages: fi * OPUS readme: [lus-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lus-fi/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/lus-fi/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lus-fi/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lus-fi/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lus.fi | 22.6 | 0.441 |
Helsinki-NLP/opus-mt-lus-fr
Helsinki-NLP
marian
10
7
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-lus-fr * source languages: lus * target languages: fr * OPUS readme: [lus-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lus-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/lus-fr/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lus-fr/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lus-fr/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lus.fr | 25.5 | 0.423 |
Helsinki-NLP/opus-mt-lus-sv
Helsinki-NLP
marian
10
8
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-lus-sv * source languages: lus * target languages: sv * OPUS readme: [lus-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lus-sv/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/lus-sv/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lus-sv/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lus-sv/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lus.sv | 25.5 | 0.439 |
Helsinki-NLP/opus-mt-lv-en
Helsinki-NLP
marian
10
1,042
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
859
### opus-mt-lv-en * source languages: lv * target languages: en * OPUS readme: [lv-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lv-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2019-12-18.zip](https://object.pouta.csc.fi/OPUS-MT-models/lv-en/opus-2019-12-18.zip) * test set translations: [opus-2019-12-18.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lv-en/opus-2019-12-18.test.txt) * test set scores: [opus-2019-12-18.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lv-en/opus-2019-12-18.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | newsdev2017-enlv.lv.en | 29.9 | 0.587 | | newstest2017-enlv.lv.en | 22.1 | 0.526 | | Tatoeba.lv.en | 53.3 | 0.707 |
Helsinki-NLP/opus-mt-lv-es
Helsinki-NLP
marian
10
28
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-lv-es * source languages: lv * target languages: es * OPUS readme: [lv-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lv-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/lv-es/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lv-es/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lv-es/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lv.es | 21.7 | 0.433 |
Helsinki-NLP/opus-mt-lv-fi
Helsinki-NLP
marian
10
13
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
768
### opus-mt-lv-fi * source languages: lv * target languages: fi * OPUS readme: [lv-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lv-fi/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/lv-fi/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lv-fi/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lv-fi/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lv.fi | 20.6 | 0.469 |
Helsinki-NLP/opus-mt-lv-fr
Helsinki-NLP
marian
10
14
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-lv-fr * source languages: lv * target languages: fr * OPUS readme: [lv-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lv-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/lv-fr/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lv-fr/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lv-fr/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lv.fr | 22.1 | 0.437 |
Helsinki-NLP/opus-mt-lv-ru
Helsinki-NLP
marian
11
29
transformers
0
translation
true
true
false
apache-2.0
['lv', 'ru']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,011
### lav-rus * source group: Latvian * target group: Russian * OPUS readme: [lav-rus](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/lav-rus/README.md) * model: transformer-align * source language(s): lav * target language(s): rus * 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/lav-rus/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/lav-rus/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/lav-rus/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.lav.rus | 53.3 | 0.702 | ### System Info: - hf_name: lav-rus - source_languages: lav - target_languages: rus - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/lav-rus/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['lv', 'ru'] - src_constituents: {'lav'} - tgt_constituents: {'rus'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/lav-rus/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/lav-rus/opus-2020-06-17.test.txt - src_alpha3: lav - tgt_alpha3: rus - short_pair: lv-ru - chrF2_score: 0.7020000000000001 - bleu: 53.3 - brevity_penalty: 0.9840000000000001 - ref_len: 1541.0 - src_name: Latvian - tgt_name: Russian - train_date: 2020-06-17 - src_alpha2: lv - tgt_alpha2: ru - prefer_old: False - long_pair: lav-rus - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-lv-sv
Helsinki-NLP
marian
10
13
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
768
### opus-mt-lv-sv * source languages: lv * target languages: sv * OPUS readme: [lv-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/lv-sv/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/lv-sv/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/lv-sv/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/lv-sv/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.lv.sv | 22.0 | 0.444 |
Helsinki-NLP/opus-mt-mfe-en
Helsinki-NLP
marian
10
10
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-mfe-en * source languages: mfe * target languages: en * OPUS readme: [mfe-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/mfe-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/mfe-en/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/mfe-en/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/mfe-en/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.mfe.en | 39.9 | 0.552 |
Helsinki-NLP/opus-mt-mfe-es
Helsinki-NLP
marian
10
29
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-mfe-es * source languages: mfe * target languages: es * OPUS readme: [mfe-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/mfe-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/mfe-es/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/mfe-es/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/mfe-es/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.mfe.es | 24.0 | 0.418 |
Helsinki-NLP/opus-mt-mfs-es
Helsinki-NLP
marian
10
10
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-mfs-es * source languages: mfs * target languages: es * OPUS readme: [mfs-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/mfs-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/mfs-es/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/mfs-es/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/mfs-es/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.mfs.es | 88.9 | 0.910 |
Helsinki-NLP/opus-mt-mg-en
Helsinki-NLP
marian
10
350
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
810
### opus-mt-mg-en * source languages: mg * target languages: en * OPUS readme: [mg-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/mg-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/mg-en/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/mg-en/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/mg-en/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | GlobalVoices.mg.en | 27.6 | 0.522 | | Tatoeba.mg.en | 50.2 | 0.607 |
Helsinki-NLP/opus-mt-mg-es
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
775
### opus-mt-mg-es * source languages: mg * target languages: es * OPUS readme: [mg-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/mg-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/mg-es/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/mg-es/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/mg-es/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | GlobalVoices.mg.es | 23.1 | 0.480 |
Helsinki-NLP/opus-mt-mh-en
Helsinki-NLP
marian
10
42
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-mh-en * source languages: mh * target languages: en * OPUS readme: [mh-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/mh-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/mh-en/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/mh-en/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/mh-en/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.mh.en | 36.5 | 0.505 |
Helsinki-NLP/opus-mt-mh-es
Helsinki-NLP
marian
10
8
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
768
### opus-mt-mh-es * source languages: mh * target languages: es * OPUS readme: [mh-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/mh-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/mh-es/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/mh-es/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/mh-es/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.mh.es | 23.6 | 0.407 |
Helsinki-NLP/opus-mt-mh-fi
Helsinki-NLP
marian
10
7
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
768
### opus-mt-mh-fi * source languages: mh * target languages: fi * OPUS readme: [mh-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/mh-fi/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-24.zip](https://object.pouta.csc.fi/OPUS-MT-models/mh-fi/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/mh-fi/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/mh-fi/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.mh.fi | 23.3 | 0.442 |
Helsinki-NLP/opus-mt-mk-en
Helsinki-NLP
marian
10
695
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-mk-en * source languages: mk * target languages: en * OPUS readme: [mk-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/mk-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2019-12-18.zip](https://object.pouta.csc.fi/OPUS-MT-models/mk-en/opus-2019-12-18.zip) * test set translations: [opus-2019-12-18.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/mk-en/opus-2019-12-18.test.txt) * test set scores: [opus-2019-12-18.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/mk-en/opus-2019-12-18.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.mk.en | 59.8 | 0.720 |
Helsinki-NLP/opus-mt-mk-es
Helsinki-NLP
marian
11
16
transformers
0
translation
true
true
false
apache-2.0
['mk', 'es']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,004
### mkd-spa * source group: Macedonian * target group: Spanish * OPUS readme: [mkd-spa](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/mkd-spa/README.md) * model: transformer-align * source language(s): mkd * target language(s): spa * 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/mkd-spa/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/mkd-spa/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/mkd-spa/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.mkd.spa | 56.5 | 0.717 | ### System Info: - hf_name: mkd-spa - source_languages: mkd - target_languages: spa - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/mkd-spa/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['mk', 'es'] - src_constituents: {'mkd'} - tgt_constituents: {'spa'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/mkd-spa/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/mkd-spa/opus-2020-06-17.test.txt - src_alpha3: mkd - tgt_alpha3: spa - short_pair: mk-es - chrF2_score: 0.7170000000000001 - bleu: 56.5 - brevity_penalty: 0.997 - ref_len: 1121.0 - src_name: Macedonian - tgt_name: Spanish - train_date: 2020-06-17 - src_alpha2: mk - tgt_alpha2: es - prefer_old: False - long_pair: mkd-spa - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-mk-fi
Helsinki-NLP
marian
10
14
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-mk-fi * source languages: mk * target languages: fi * OPUS readme: [mk-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/mk-fi/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-24.zip](https://object.pouta.csc.fi/OPUS-MT-models/mk-fi/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/mk-fi/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/mk-fi/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.mk.fi | 25.9 | 0.498 |
Helsinki-NLP/opus-mt-mk-fr
Helsinki-NLP
marian
10
39
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-mk-fr * source languages: mk * target languages: fr * OPUS readme: [mk-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/mk-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/mk-fr/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/mk-fr/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/mk-fr/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | GlobalVoices.mk.fr | 22.3 | 0.492 |
Helsinki-NLP/opus-mt-mkh-en
Helsinki-NLP
marian
11
87
transformers
0
translation
true
true
false
apache-2.0
['vi', 'km', 'mkh', 'en']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,298
### mkh-eng * source group: Mon-Khmer languages * target group: English * OPUS readme: [mkh-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/mkh-eng/README.md) * model: transformer * source language(s): kha khm khm_Latn mnw vie vie_Hani * target language(s): eng * model: transformer * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus-2020-07-27.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/mkh-eng/opus-2020-07-27.zip) * test set translations: [opus-2020-07-27.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/mkh-eng/opus-2020-07-27.test.txt) * test set scores: [opus-2020-07-27.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/mkh-eng/opus-2020-07-27.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.kha-eng.kha.eng | 0.5 | 0.108 | | Tatoeba-test.khm-eng.khm.eng | 8.5 | 0.206 | | Tatoeba-test.mnw-eng.mnw.eng | 0.7 | 0.110 | | Tatoeba-test.multi.eng | 24.5 | 0.407 | | Tatoeba-test.vie-eng.vie.eng | 34.4 | 0.529 | ### System Info: - hf_name: mkh-eng - source_languages: mkh - target_languages: eng - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/mkh-eng/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['vi', 'km', 'mkh', 'en'] - src_constituents: {'vie_Hani', 'mnw', 'vie', 'kha', 'khm_Latn', 'khm'} - tgt_constituents: {'eng'} - src_multilingual: True - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/mkh-eng/opus-2020-07-27.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/mkh-eng/opus-2020-07-27.test.txt - src_alpha3: mkh - tgt_alpha3: eng - short_pair: mkh-en - chrF2_score: 0.40700000000000003 - bleu: 24.5 - brevity_penalty: 1.0 - ref_len: 33985.0 - src_name: Mon-Khmer languages - tgt_name: English - train_date: 2020-07-27 - src_alpha2: mkh - tgt_alpha2: en - prefer_old: False - long_pair: mkh-eng - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-ml-en
Helsinki-NLP
marian
10
190
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-ml-en * source languages: ml * target languages: en * OPUS readme: [ml-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ml-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-04-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/ml-en/opus-2020-04-20.zip) * test set translations: [opus-2020-04-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/ml-en/opus-2020-04-20.test.txt) * test set scores: [opus-2020-04-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/ml-en/opus-2020-04-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.ml.en | 42.7 | 0.605 |
Helsinki-NLP/opus-mt-mos-en
Helsinki-NLP
marian
10
14
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-mos-en * source languages: mos * target languages: en * OPUS readme: [mos-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/mos-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-21.zip](https://object.pouta.csc.fi/OPUS-MT-models/mos-en/opus-2020-01-21.zip) * test set translations: [opus-2020-01-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/mos-en/opus-2020-01-21.test.txt) * test set scores: [opus-2020-01-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/mos-en/opus-2020-01-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.mos.en | 26.1 | 0.408 |
Helsinki-NLP/opus-mt-mr-en
Helsinki-NLP
marian
10
1,138
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-mr-en * source languages: mr * target languages: en * OPUS readme: [mr-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/mr-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2019-12-18.zip](https://object.pouta.csc.fi/OPUS-MT-models/mr-en/opus-2019-12-18.zip) * test set translations: [opus-2019-12-18.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/mr-en/opus-2019-12-18.test.txt) * test set scores: [opus-2019-12-18.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/mr-en/opus-2019-12-18.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.mr.en | 38.2 | 0.515 |
Helsinki-NLP/opus-mt-ms-de
Helsinki-NLP
marian
11
7
transformers
0
translation
true
true
false
apache-2.0
['ms', 'de']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,063
### msa-deu * source group: Malay (macrolanguage) * target group: German * OPUS readme: [msa-deu](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/msa-deu/README.md) * model: transformer-align * source language(s): ind zsm_Latn * target language(s): deu * 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/msa-deu/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/msa-deu/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/msa-deu/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.msa.deu | 36.5 | 0.584 | ### System Info: - hf_name: msa-deu - source_languages: msa - target_languages: deu - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/msa-deu/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['ms', 'de'] - src_constituents: {'zsm_Latn', 'ind', 'max_Latn', 'zlm_Latn', 'min'} - tgt_constituents: {'deu'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/msa-deu/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/msa-deu/opus-2020-06-17.test.txt - src_alpha3: msa - tgt_alpha3: deu - short_pair: ms-de - chrF2_score: 0.584 - bleu: 36.5 - brevity_penalty: 0.966 - ref_len: 4198.0 - src_name: Malay (macrolanguage) - tgt_name: German - train_date: 2020-06-17 - src_alpha2: ms - tgt_alpha2: de - prefer_old: False - long_pair: msa-deu - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-ms-fr
Helsinki-NLP
marian
11
34
transformers
0
translation
true
true
false
apache-2.0
['ms', 'fr']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,076
### msa-fra * source group: Malay (macrolanguage) * target group: French * OPUS readme: [msa-fra](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/msa-fra/README.md) * model: transformer-align * source language(s): ind zsm_Latn * target language(s): fra * 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/msa-fra/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/msa-fra/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/msa-fra/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.msa.fra | 43.7 | 0.609 | ### System Info: - hf_name: msa-fra - source_languages: msa - target_languages: fra - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/msa-fra/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['ms', 'fr'] - src_constituents: {'zsm_Latn', 'ind', 'max_Latn', 'zlm_Latn', 'min'} - tgt_constituents: {'fra'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/msa-fra/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/msa-fra/opus-2020-06-17.test.txt - src_alpha3: msa - tgt_alpha3: fra - short_pair: ms-fr - chrF2_score: 0.609 - bleu: 43.7 - brevity_penalty: 0.9740000000000001 - ref_len: 7808.0 - src_name: Malay (macrolanguage) - tgt_name: French - train_date: 2020-06-17 - src_alpha2: ms - tgt_alpha2: fr - prefer_old: False - long_pair: msa-fra - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-ms-it
Helsinki-NLP
marian
11
8
transformers
0
translation
true
true
false
apache-2.0
['ms', 'it']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
2,065
### msa-ita * source group: Malay (macrolanguage) * target group: Italian * OPUS readme: [msa-ita](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/msa-ita/README.md) * model: transformer-align * source language(s): ind zsm_Latn * target language(s): ita * 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/msa-ita/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/msa-ita/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/msa-ita/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.msa.ita | 37.8 | 0.613 | ### System Info: - hf_name: msa-ita - source_languages: msa - target_languages: ita - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/msa-ita/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['ms', 'it'] - src_constituents: {'zsm_Latn', 'ind', 'max_Latn', 'zlm_Latn', 'min'} - tgt_constituents: {'ita'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/msa-ita/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/msa-ita/opus-2020-06-17.test.txt - src_alpha3: msa - tgt_alpha3: ita - short_pair: ms-it - chrF2_score: 0.613 - bleu: 37.8 - brevity_penalty: 0.995 - ref_len: 2758.0 - src_name: Malay (macrolanguage) - tgt_name: Italian - train_date: 2020-06-17 - src_alpha2: ms - tgt_alpha2: it - prefer_old: False - long_pair: msa-ita - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-ms-ms
Helsinki-NLP
marian
11
7
transformers
0
translation
true
true
false
apache-2.0
['ms']
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
2,281
### msa-msa * source group: Malay (macrolanguage) * target group: Malay (macrolanguage) * OPUS readme: [msa-msa](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/msa-msa/README.md) * model: transformer-align * source language(s): ind max_Latn min zlm_Latn zsm_Latn * target language(s): ind max_Latn min zlm_Latn zsm_Latn * model: transformer-align * pre-processing: normalization + SentencePiece (spm4k,spm4k) * a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/msa-msa/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/msa-msa/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/msa-msa/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.msa.msa | 18.6 | 0.418 | ### System Info: - hf_name: msa-msa - source_languages: msa - target_languages: msa - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/msa-msa/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['ms'] - src_constituents: {'zsm_Latn', 'ind', 'max_Latn', 'zlm_Latn', 'min'} - tgt_constituents: {'zsm_Latn', 'ind', 'max_Latn', 'zlm_Latn', 'min'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/msa-msa/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/msa-msa/opus-2020-06-17.test.txt - src_alpha3: msa - tgt_alpha3: msa - short_pair: ms-ms - chrF2_score: 0.418 - bleu: 18.6 - brevity_penalty: 1.0 - ref_len: 6029.0 - src_name: Malay (macrolanguage) - tgt_name: Malay (macrolanguage) - train_date: 2020-06-17 - src_alpha2: ms - tgt_alpha2: ms - prefer_old: False - long_pair: msa-msa - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-mt-en
Helsinki-NLP
marian
11
419
transformers
0
translation
true
true
true
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
803
### opus-mt-mt-en * source languages: mt * target languages: en * OPUS readme: [mt-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/mt-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/mt-en/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/mt-en/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/mt-en/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.mt.en | 49.0 | 0.655 | | Tatoeba.mt.en | 53.3 | 0.685 |
Helsinki-NLP/opus-mt-mt-es
Helsinki-NLP
marian
10
13
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
768
### opus-mt-mt-es * source languages: mt * target languages: es * OPUS readme: [mt-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/mt-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/mt-es/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/mt-es/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/mt-es/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.mt.es | 27.1 | 0.471 |
Helsinki-NLP/opus-mt-mt-fi
Helsinki-NLP
marian
10
14
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-mt-fi * source languages: mt * target languages: fi * OPUS readme: [mt-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/mt-fi/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/mt-fi/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/mt-fi/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/mt-fi/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.mt.fi | 24.9 | 0.509 |
Helsinki-NLP/opus-mt-mt-fr
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
768
### opus-mt-mt-fr * source languages: mt * target languages: fr * OPUS readme: [mt-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/mt-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/mt-fr/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/mt-fr/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/mt-fr/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.mt.fr | 27.2 | 0.475 |
Helsinki-NLP/opus-mt-mt-sv
Helsinki-NLP
marian
10
14
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-mt-sv * source languages: mt * target languages: sv * OPUS readme: [mt-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/mt-sv/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/mt-sv/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/mt-sv/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/mt-sv/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.mt.sv | 30.4 | 0.514 |
Helsinki-NLP/opus-mt-mul-en
Helsinki-NLP
marian
11
90,591
transformers
19
translation
true
true
false
apache-2.0
['ca', 'es', 'os', 'eo', 'ro', 'fy', 'cy', 'is', 'lb', 'su', 'an', 'sq', 'fr', 'ht', 'rm', 'cv', 'ig', 'am', 'eu', 'tr', 'ps', 'af', 'ny', 'ch', 'uk', 'sl', 'lt', 'tk', 'sg', 'ar', 'lg', 'bg', 'be', 'ka', 'gd', 'ja', 'si', 'br', 'mh', 'km', 'th', 'ty', 'rw', 'te', 'mk', 'or', 'wo', 'kl', 'mr', 'ru', 'yo', 'hu', 'fo', 'zh', 'ti', 'co', 'ee', 'oc', 'sn', 'mt', 'ts', 'pl', 'gl', 'nb', 'bn', 'tt', 'bo', 'lo', 'id', 'gn', 'nv', 'hy', 'kn', 'to', 'io', 'so', 'vi', 'da', 'fj', 'gv', 'sm', 'nl', 'mi', 'pt', 'hi', 'se', 'as', 'ta', 'et', 'kw', 'ga', 'sv', 'ln', 'na', 'mn', 'gu', 'wa', 'lv', 'jv', 'el', 'my', 'ba', 'it', 'hr', 'ur', 'ce', 'nn', 'fi', 'mg', 'rn', 'xh', 'ab', 'de', 'cs', 'he', 'zu', 'yi', 'ml', 'mul', 'en']
null
null
1
1
0
0
1
1
0
['translation']
false
true
true
23,694
### mul-eng * source group: Multiple languages * target group: English * OPUS readme: [mul-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/mul-eng/README.md) * model: transformer * source language(s): abk acm ady afb afh_Latn afr akl_Latn aln amh ang_Latn apc ara arg arq ary arz asm ast avk_Latn awa aze_Latn bak bam_Latn bel bel_Latn ben bho bod bos_Latn bre brx brx_Latn bul bul_Latn cat ceb ces cha che chr chv cjy_Hans cjy_Hant cmn cmn_Hans cmn_Hant cor cos crh crh_Latn csb_Latn cym dan deu dsb dtp dws_Latn egl ell enm_Latn epo est eus ewe ext fao fij fin fkv_Latn fra frm_Latn frr fry fuc fuv gan gcf_Latn gil gla gle glg glv gom gos got_Goth grc_Grek grn gsw guj hat hau_Latn haw heb hif_Latn hil hin hnj_Latn hoc hoc_Latn hrv hsb hun hye iba ibo ido ido_Latn ike_Latn ile_Latn ilo ina_Latn ind isl ita izh jav jav_Java jbo jbo_Cyrl jbo_Latn jdt_Cyrl jpn kab kal kan kat kaz_Cyrl kaz_Latn kek_Latn kha khm khm_Latn kin kir_Cyrl kjh kpv krl ksh kum kur_Arab kur_Latn lad lad_Latn lao lat_Latn lav ldn_Latn lfn_Cyrl lfn_Latn lij lin lit liv_Latn lkt lld_Latn lmo ltg ltz lug lzh lzh_Hans mad mah mai mal mar max_Latn mdf mfe mhr mic min mkd mlg mlt mnw moh mon mri mwl mww mya myv nan nau nav nds niu nld nno nob nob_Hebr nog non_Latn nov_Latn npi nya oci ori orv_Cyrl oss ota_Arab ota_Latn pag pan_Guru pap pau pdc pes pes_Latn pes_Thaa pms pnb pol por ppl_Latn prg_Latn pus quc qya qya_Latn rap rif_Latn roh rom ron rue run rus sag sah san_Deva scn sco sgs shs_Latn shy_Latn sin sjn_Latn slv sma sme smo sna snd_Arab som spa sqi srp_Cyrl srp_Latn stq sun swe swg swh tah tam tat tat_Arab tat_Latn tel tet tgk_Cyrl tha tir tlh_Latn tly_Latn tmw_Latn toi_Latn ton tpw_Latn tso tuk tuk_Latn tur tvl tyv tzl tzl_Latn udm uig_Arab uig_Cyrl ukr umb urd uzb_Cyrl uzb_Latn vec vie vie_Hani vol_Latn vro war wln wol wuu xal xho yid yor yue yue_Hans yue_Hant zho zho_Hans zho_Hant zlm_Latn zsm_Latn zul zza * target language(s): eng * model: transformer * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus2m-2020-08-01.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/mul-eng/opus2m-2020-08-01.zip) * test set translations: [opus2m-2020-08-01.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/mul-eng/opus2m-2020-08-01.test.txt) * test set scores: [opus2m-2020-08-01.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/mul-eng/opus2m-2020-08-01.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | newsdev2014-hineng.hin.eng | 8.5 | 0.341 | | newsdev2015-enfi-fineng.fin.eng | 16.8 | 0.441 | | newsdev2016-enro-roneng.ron.eng | 31.3 | 0.580 | | newsdev2016-entr-tureng.tur.eng | 16.4 | 0.422 | | newsdev2017-enlv-laveng.lav.eng | 21.3 | 0.502 | | newsdev2017-enzh-zhoeng.zho.eng | 12.7 | 0.409 | | newsdev2018-enet-esteng.est.eng | 19.8 | 0.467 | | newsdev2019-engu-gujeng.guj.eng | 13.3 | 0.385 | | newsdev2019-enlt-liteng.lit.eng | 19.9 | 0.482 | | newsdiscussdev2015-enfr-fraeng.fra.eng | 26.7 | 0.520 | | newsdiscusstest2015-enfr-fraeng.fra.eng | 29.8 | 0.541 | | newssyscomb2009-ceseng.ces.eng | 21.1 | 0.487 | | newssyscomb2009-deueng.deu.eng | 22.6 | 0.499 | | newssyscomb2009-fraeng.fra.eng | 25.8 | 0.530 | | newssyscomb2009-huneng.hun.eng | 15.1 | 0.430 | | newssyscomb2009-itaeng.ita.eng | 29.4 | 0.555 | | newssyscomb2009-spaeng.spa.eng | 26.1 | 0.534 | | news-test2008-deueng.deu.eng | 21.6 | 0.491 | | news-test2008-fraeng.fra.eng | 22.3 | 0.502 | | news-test2008-spaeng.spa.eng | 23.6 | 0.514 | | newstest2009-ceseng.ces.eng | 19.8 | 0.480 | | newstest2009-deueng.deu.eng | 20.9 | 0.487 | | newstest2009-fraeng.fra.eng | 25.0 | 0.523 | | newstest2009-huneng.hun.eng | 14.7 | 0.425 | | newstest2009-itaeng.ita.eng | 27.6 | 0.542 | | newstest2009-spaeng.spa.eng | 25.7 | 0.530 | | newstest2010-ceseng.ces.eng | 20.6 | 0.491 | | newstest2010-deueng.deu.eng | 23.4 | 0.517 | | newstest2010-fraeng.fra.eng | 26.1 | 0.537 | | newstest2010-spaeng.spa.eng | 29.1 | 0.561 | | newstest2011-ceseng.ces.eng | 21.0 | 0.489 | | newstest2011-deueng.deu.eng | 21.3 | 0.494 | | newstest2011-fraeng.fra.eng | 26.8 | 0.546 | | newstest2011-spaeng.spa.eng | 28.2 | 0.549 | | newstest2012-ceseng.ces.eng | 20.5 | 0.485 | | newstest2012-deueng.deu.eng | 22.3 | 0.503 | | newstest2012-fraeng.fra.eng | 27.5 | 0.545 | | newstest2012-ruseng.rus.eng | 26.6 | 0.532 | | newstest2012-spaeng.spa.eng | 30.3 | 0.567 | | newstest2013-ceseng.ces.eng | 22.5 | 0.498 | | newstest2013-deueng.deu.eng | 25.0 | 0.518 | | newstest2013-fraeng.fra.eng | 27.4 | 0.537 | | newstest2013-ruseng.rus.eng | 21.6 | 0.484 | | newstest2013-spaeng.spa.eng | 28.4 | 0.555 | | newstest2014-csen-ceseng.ces.eng | 24.0 | 0.517 | | newstest2014-deen-deueng.deu.eng | 24.1 | 0.511 | | newstest2014-fren-fraeng.fra.eng | 29.1 | 0.563 | | newstest2014-hien-hineng.hin.eng | 14.0 | 0.414 | | newstest2014-ruen-ruseng.rus.eng | 24.0 | 0.521 | | newstest2015-encs-ceseng.ces.eng | 21.9 | 0.481 | | newstest2015-ende-deueng.deu.eng | 25.5 | 0.519 | | newstest2015-enfi-fineng.fin.eng | 17.4 | 0.441 | | newstest2015-enru-ruseng.rus.eng | 22.4 | 0.494 | | newstest2016-encs-ceseng.ces.eng | 23.0 | 0.500 | | newstest2016-ende-deueng.deu.eng | 30.1 | 0.560 | | newstest2016-enfi-fineng.fin.eng | 18.5 | 0.461 | | newstest2016-enro-roneng.ron.eng | 29.6 | 0.562 | | newstest2016-enru-ruseng.rus.eng | 22.0 | 0.495 | | newstest2016-entr-tureng.tur.eng | 14.8 | 0.415 | | newstest2017-encs-ceseng.ces.eng | 20.2 | 0.475 | | newstest2017-ende-deueng.deu.eng | 26.0 | 0.523 | | newstest2017-enfi-fineng.fin.eng | 19.6 | 0.465 | | newstest2017-enlv-laveng.lav.eng | 16.2 | 0.454 | | newstest2017-enru-ruseng.rus.eng | 24.2 | 0.510 | | newstest2017-entr-tureng.tur.eng | 15.0 | 0.412 | | newstest2017-enzh-zhoeng.zho.eng | 13.7 | 0.412 | | newstest2018-encs-ceseng.ces.eng | 21.2 | 0.486 | | newstest2018-ende-deueng.deu.eng | 31.5 | 0.564 | | newstest2018-enet-esteng.est.eng | 19.7 | 0.473 | | newstest2018-enfi-fineng.fin.eng | 15.1 | 0.418 | | newstest2018-enru-ruseng.rus.eng | 21.3 | 0.490 | | newstest2018-entr-tureng.tur.eng | 15.4 | 0.421 | | newstest2018-enzh-zhoeng.zho.eng | 12.9 | 0.408 | | newstest2019-deen-deueng.deu.eng | 27.0 | 0.529 | | newstest2019-fien-fineng.fin.eng | 17.2 | 0.438 | | newstest2019-guen-gujeng.guj.eng | 9.0 | 0.342 | | newstest2019-lten-liteng.lit.eng | 22.6 | 0.512 | | newstest2019-ruen-ruseng.rus.eng | 24.1 | 0.503 | | newstest2019-zhen-zhoeng.zho.eng | 13.9 | 0.427 | | newstestB2016-enfi-fineng.fin.eng | 15.2 | 0.428 | | newstestB2017-enfi-fineng.fin.eng | 16.8 | 0.442 | | newstestB2017-fien-fineng.fin.eng | 16.8 | 0.442 | | Tatoeba-test.abk-eng.abk.eng | 2.4 | 0.190 | | Tatoeba-test.ady-eng.ady.eng | 1.1 | 0.111 | | Tatoeba-test.afh-eng.afh.eng | 1.7 | 0.108 | | Tatoeba-test.afr-eng.afr.eng | 53.0 | 0.672 | | Tatoeba-test.akl-eng.akl.eng | 5.9 | 0.239 | | Tatoeba-test.amh-eng.amh.eng | 25.6 | 0.464 | | Tatoeba-test.ang-eng.ang.eng | 11.7 | 0.289 | | Tatoeba-test.ara-eng.ara.eng | 26.4 | 0.443 | | Tatoeba-test.arg-eng.arg.eng | 35.9 | 0.473 | | Tatoeba-test.asm-eng.asm.eng | 19.8 | 0.365 | | Tatoeba-test.ast-eng.ast.eng | 31.8 | 0.467 | | Tatoeba-test.avk-eng.avk.eng | 0.4 | 0.119 | | Tatoeba-test.awa-eng.awa.eng | 9.7 | 0.271 | | Tatoeba-test.aze-eng.aze.eng | 37.0 | 0.542 | | Tatoeba-test.bak-eng.bak.eng | 13.9 | 0.395 | | Tatoeba-test.bam-eng.bam.eng | 2.2 | 0.094 | | Tatoeba-test.bel-eng.bel.eng | 36.8 | 0.549 | | Tatoeba-test.ben-eng.ben.eng | 39.7 | 0.546 | | Tatoeba-test.bho-eng.bho.eng | 33.6 | 0.540 | | Tatoeba-test.bod-eng.bod.eng | 1.1 | 0.147 | | Tatoeba-test.bre-eng.bre.eng | 14.2 | 0.303 | | Tatoeba-test.brx-eng.brx.eng | 1.7 | 0.130 | | Tatoeba-test.bul-eng.bul.eng | 46.0 | 0.621 | | Tatoeba-test.cat-eng.cat.eng | 46.6 | 0.636 | | Tatoeba-test.ceb-eng.ceb.eng | 17.4 | 0.347 | | Tatoeba-test.ces-eng.ces.eng | 41.3 | 0.586 | | Tatoeba-test.cha-eng.cha.eng | 7.9 | 0.232 | | Tatoeba-test.che-eng.che.eng | 0.7 | 0.104 | | Tatoeba-test.chm-eng.chm.eng | 7.3 | 0.261 | | Tatoeba-test.chr-eng.chr.eng | 8.8 | 0.244 | | Tatoeba-test.chv-eng.chv.eng | 11.0 | 0.319 | | Tatoeba-test.cor-eng.cor.eng | 5.4 | 0.204 | | Tatoeba-test.cos-eng.cos.eng | 58.2 | 0.643 | | Tatoeba-test.crh-eng.crh.eng | 26.3 | 0.399 | | Tatoeba-test.csb-eng.csb.eng | 18.8 | 0.389 | | Tatoeba-test.cym-eng.cym.eng | 23.4 | 0.407 | | Tatoeba-test.dan-eng.dan.eng | 50.5 | 0.659 | | Tatoeba-test.deu-eng.deu.eng | 39.6 | 0.579 | | Tatoeba-test.dsb-eng.dsb.eng | 24.3 | 0.449 | | Tatoeba-test.dtp-eng.dtp.eng | 1.0 | 0.149 | | Tatoeba-test.dws-eng.dws.eng | 1.6 | 0.061 | | Tatoeba-test.egl-eng.egl.eng | 7.6 | 0.236 | | Tatoeba-test.ell-eng.ell.eng | 55.4 | 0.682 | | Tatoeba-test.enm-eng.enm.eng | 28.0 | 0.489 | | Tatoeba-test.epo-eng.epo.eng | 41.8 | 0.591 | | Tatoeba-test.est-eng.est.eng | 41.5 | 0.581 | | Tatoeba-test.eus-eng.eus.eng | 37.8 | 0.557 | | Tatoeba-test.ewe-eng.ewe.eng | 10.7 | 0.262 | | Tatoeba-test.ext-eng.ext.eng | 25.5 | 0.405 | | Tatoeba-test.fao-eng.fao.eng | 28.7 | 0.469 | | Tatoeba-test.fas-eng.fas.eng | 7.5 | 0.281 | | Tatoeba-test.fij-eng.fij.eng | 24.2 | 0.320 | | Tatoeba-test.fin-eng.fin.eng | 35.8 | 0.534 | | Tatoeba-test.fkv-eng.fkv.eng | 15.5 | 0.434 | | Tatoeba-test.fra-eng.fra.eng | 45.1 | 0.618 | | Tatoeba-test.frm-eng.frm.eng | 29.6 | 0.427 | | Tatoeba-test.frr-eng.frr.eng | 5.5 | 0.138 | | Tatoeba-test.fry-eng.fry.eng | 25.3 | 0.455 | | Tatoeba-test.ful-eng.ful.eng | 1.1 | 0.127 | | Tatoeba-test.gcf-eng.gcf.eng | 16.0 | 0.315 | | Tatoeba-test.gil-eng.gil.eng | 46.7 | 0.587 | | Tatoeba-test.gla-eng.gla.eng | 20.2 | 0.358 | | Tatoeba-test.gle-eng.gle.eng | 43.9 | 0.592 | | Tatoeba-test.glg-eng.glg.eng | 45.1 | 0.623 | | Tatoeba-test.glv-eng.glv.eng | 3.3 | 0.119 | | Tatoeba-test.gos-eng.gos.eng | 20.1 | 0.364 | | Tatoeba-test.got-eng.got.eng | 0.1 | 0.041 | | Tatoeba-test.grc-eng.grc.eng | 2.1 | 0.137 | | Tatoeba-test.grn-eng.grn.eng | 1.7 | 0.152 | | Tatoeba-test.gsw-eng.gsw.eng | 18.2 | 0.334 | | Tatoeba-test.guj-eng.guj.eng | 21.7 | 0.373 | | Tatoeba-test.hat-eng.hat.eng | 34.5 | 0.502 | | Tatoeba-test.hau-eng.hau.eng | 10.5 | 0.295 | | Tatoeba-test.haw-eng.haw.eng | 2.8 | 0.160 | | Tatoeba-test.hbs-eng.hbs.eng | 46.7 | 0.623 | | Tatoeba-test.heb-eng.heb.eng | 33.0 | 0.492 | | Tatoeba-test.hif-eng.hif.eng | 17.0 | 0.391 | | Tatoeba-test.hil-eng.hil.eng | 16.0 | 0.339 | | Tatoeba-test.hin-eng.hin.eng | 36.4 | 0.533 | | Tatoeba-test.hmn-eng.hmn.eng | 0.4 | 0.131 | | Tatoeba-test.hoc-eng.hoc.eng | 0.7 | 0.132 | | Tatoeba-test.hsb-eng.hsb.eng | 41.9 | 0.551 | | Tatoeba-test.hun-eng.hun.eng | 33.2 | 0.510 | | Tatoeba-test.hye-eng.hye.eng | 32.2 | 0.487 | | Tatoeba-test.iba-eng.iba.eng | 9.4 | 0.278 | | Tatoeba-test.ibo-eng.ibo.eng | 5.8 | 0.200 | | Tatoeba-test.ido-eng.ido.eng | 31.7 | 0.503 | | Tatoeba-test.iku-eng.iku.eng | 9.1 | 0.164 | | Tatoeba-test.ile-eng.ile.eng | 42.2 | 0.595 | | Tatoeba-test.ilo-eng.ilo.eng | 29.7 | 0.485 | | Tatoeba-test.ina-eng.ina.eng | 42.1 | 0.607 | | Tatoeba-test.isl-eng.isl.eng | 35.7 | 0.527 | | Tatoeba-test.ita-eng.ita.eng | 54.8 | 0.686 | | Tatoeba-test.izh-eng.izh.eng | 28.3 | 0.526 | | Tatoeba-test.jav-eng.jav.eng | 10.0 | 0.282 | | Tatoeba-test.jbo-eng.jbo.eng | 0.3 | 0.115 | | Tatoeba-test.jdt-eng.jdt.eng | 5.3 | 0.140 | | Tatoeba-test.jpn-eng.jpn.eng | 18.8 | 0.387 | | Tatoeba-test.kab-eng.kab.eng | 3.9 | 0.205 | | Tatoeba-test.kal-eng.kal.eng | 16.9 | 0.329 | | Tatoeba-test.kan-eng.kan.eng | 16.2 | 0.374 | | Tatoeba-test.kat-eng.kat.eng | 31.1 | 0.493 | | Tatoeba-test.kaz-eng.kaz.eng | 24.5 | 0.437 | | Tatoeba-test.kek-eng.kek.eng | 7.4 | 0.192 | | Tatoeba-test.kha-eng.kha.eng | 1.0 | 0.154 | | Tatoeba-test.khm-eng.khm.eng | 12.2 | 0.290 | | Tatoeba-test.kin-eng.kin.eng | 22.5 | 0.355 | | Tatoeba-test.kir-eng.kir.eng | 27.2 | 0.470 | | Tatoeba-test.kjh-eng.kjh.eng | 2.1 | 0.129 | | Tatoeba-test.kok-eng.kok.eng | 4.5 | 0.259 | | Tatoeba-test.kom-eng.kom.eng | 1.4 | 0.099 | | Tatoeba-test.krl-eng.krl.eng | 26.1 | 0.387 | | Tatoeba-test.ksh-eng.ksh.eng | 5.5 | 0.256 | | Tatoeba-test.kum-eng.kum.eng | 9.3 | 0.288 | | Tatoeba-test.kur-eng.kur.eng | 9.6 | 0.208 | | Tatoeba-test.lad-eng.lad.eng | 30.1 | 0.475 | | Tatoeba-test.lah-eng.lah.eng | 11.6 | 0.284 | | Tatoeba-test.lao-eng.lao.eng | 4.5 | 0.214 | | Tatoeba-test.lat-eng.lat.eng | 21.5 | 0.402 | | Tatoeba-test.lav-eng.lav.eng | 40.2 | 0.577 | | Tatoeba-test.ldn-eng.ldn.eng | 0.8 | 0.115 | | Tatoeba-test.lfn-eng.lfn.eng | 23.0 | 0.433 | | Tatoeba-test.lij-eng.lij.eng | 9.3 | 0.287 | | Tatoeba-test.lin-eng.lin.eng | 2.4 | 0.196 | | Tatoeba-test.lit-eng.lit.eng | 44.0 | 0.597 | | Tatoeba-test.liv-eng.liv.eng | 1.6 | 0.115 | | Tatoeba-test.lkt-eng.lkt.eng | 2.0 | 0.113 | | Tatoeba-test.lld-eng.lld.eng | 18.3 | 0.312 | | Tatoeba-test.lmo-eng.lmo.eng | 25.4 | 0.395 | | Tatoeba-test.ltz-eng.ltz.eng | 35.9 | 0.509 | | Tatoeba-test.lug-eng.lug.eng | 5.1 | 0.357 | | Tatoeba-test.mad-eng.mad.eng | 2.8 | 0.123 | | Tatoeba-test.mah-eng.mah.eng | 5.7 | 0.175 | | Tatoeba-test.mai-eng.mai.eng | 56.3 | 0.703 | | Tatoeba-test.mal-eng.mal.eng | 37.5 | 0.534 | | Tatoeba-test.mar-eng.mar.eng | 22.8 | 0.470 | | Tatoeba-test.mdf-eng.mdf.eng | 2.0 | 0.110 | | Tatoeba-test.mfe-eng.mfe.eng | 59.2 | 0.764 | | Tatoeba-test.mic-eng.mic.eng | 9.0 | 0.199 | | Tatoeba-test.mkd-eng.mkd.eng | 44.3 | 0.593 | | Tatoeba-test.mlg-eng.mlg.eng | 31.9 | 0.424 | | Tatoeba-test.mlt-eng.mlt.eng | 38.6 | 0.540 | | Tatoeba-test.mnw-eng.mnw.eng | 2.5 | 0.101 | | Tatoeba-test.moh-eng.moh.eng | 0.3 | 0.110 | | Tatoeba-test.mon-eng.mon.eng | 13.5 | 0.334 | | Tatoeba-test.mri-eng.mri.eng | 8.5 | 0.260 | | Tatoeba-test.msa-eng.msa.eng | 33.9 | 0.520 | | Tatoeba-test.multi.eng | 34.7 | 0.518 | | Tatoeba-test.mwl-eng.mwl.eng | 37.4 | 0.630 | | Tatoeba-test.mya-eng.mya.eng | 15.5 | 0.335 | | Tatoeba-test.myv-eng.myv.eng | 0.8 | 0.118 | | Tatoeba-test.nau-eng.nau.eng | 9.0 | 0.186 | | Tatoeba-test.nav-eng.nav.eng | 1.3 | 0.144 | | Tatoeba-test.nds-eng.nds.eng | 30.7 | 0.495 | | Tatoeba-test.nep-eng.nep.eng | 3.5 | 0.168 | | Tatoeba-test.niu-eng.niu.eng | 42.7 | 0.492 | | Tatoeba-test.nld-eng.nld.eng | 47.9 | 0.640 | | Tatoeba-test.nog-eng.nog.eng | 12.7 | 0.284 | | Tatoeba-test.non-eng.non.eng | 43.8 | 0.586 | | Tatoeba-test.nor-eng.nor.eng | 45.5 | 0.619 | | Tatoeba-test.nov-eng.nov.eng | 26.9 | 0.472 | | Tatoeba-test.nya-eng.nya.eng | 33.2 | 0.456 | | Tatoeba-test.oci-eng.oci.eng | 17.9 | 0.370 | | Tatoeba-test.ori-eng.ori.eng | 14.6 | 0.305 | | Tatoeba-test.orv-eng.orv.eng | 11.0 | 0.283 | | Tatoeba-test.oss-eng.oss.eng | 4.1 | 0.211 | | Tatoeba-test.ota-eng.ota.eng | 4.1 | 0.216 | | Tatoeba-test.pag-eng.pag.eng | 24.3 | 0.468 | | Tatoeba-test.pan-eng.pan.eng | 16.4 | 0.358 | | Tatoeba-test.pap-eng.pap.eng | 53.2 | 0.628 | | Tatoeba-test.pau-eng.pau.eng | 3.7 | 0.173 | | Tatoeba-test.pdc-eng.pdc.eng | 45.3 | 0.569 | | Tatoeba-test.pms-eng.pms.eng | 14.0 | 0.345 | | Tatoeba-test.pol-eng.pol.eng | 41.7 | 0.588 | | Tatoeba-test.por-eng.por.eng | 51.4 | 0.669 | | Tatoeba-test.ppl-eng.ppl.eng | 0.4 | 0.134 | | Tatoeba-test.prg-eng.prg.eng | 4.1 | 0.198 | | Tatoeba-test.pus-eng.pus.eng | 6.7 | 0.233 | | Tatoeba-test.quc-eng.quc.eng | 3.5 | 0.091 | | Tatoeba-test.qya-eng.qya.eng | 0.2 | 0.090 | | Tatoeba-test.rap-eng.rap.eng | 17.5 | 0.230 | | Tatoeba-test.rif-eng.rif.eng | 4.2 | 0.164 | | Tatoeba-test.roh-eng.roh.eng | 24.6 | 0.464 | | Tatoeba-test.rom-eng.rom.eng | 3.4 | 0.212 | | Tatoeba-test.ron-eng.ron.eng | 45.2 | 0.620 | | Tatoeba-test.rue-eng.rue.eng | 21.4 | 0.390 | | Tatoeba-test.run-eng.run.eng | 24.5 | 0.392 | | Tatoeba-test.rus-eng.rus.eng | 42.7 | 0.591 | | Tatoeba-test.sag-eng.sag.eng | 3.4 | 0.187 | | Tatoeba-test.sah-eng.sah.eng | 5.0 | 0.177 | | Tatoeba-test.san-eng.san.eng | 2.0 | 0.172 | | Tatoeba-test.scn-eng.scn.eng | 35.8 | 0.410 | | Tatoeba-test.sco-eng.sco.eng | 34.6 | 0.520 | | Tatoeba-test.sgs-eng.sgs.eng | 21.8 | 0.299 | | Tatoeba-test.shs-eng.shs.eng | 1.8 | 0.122 | | Tatoeba-test.shy-eng.shy.eng | 1.4 | 0.104 | | Tatoeba-test.sin-eng.sin.eng | 20.6 | 0.429 | | Tatoeba-test.sjn-eng.sjn.eng | 1.2 | 0.095 | | Tatoeba-test.slv-eng.slv.eng | 37.0 | 0.545 | | Tatoeba-test.sma-eng.sma.eng | 4.4 | 0.147 | | Tatoeba-test.sme-eng.sme.eng | 8.9 | 0.229 | | Tatoeba-test.smo-eng.smo.eng | 37.7 | 0.483 | | Tatoeba-test.sna-eng.sna.eng | 18.0 | 0.359 | | Tatoeba-test.snd-eng.snd.eng | 28.1 | 0.444 | | Tatoeba-test.som-eng.som.eng | 23.6 | 0.472 | | Tatoeba-test.spa-eng.spa.eng | 47.9 | 0.645 | | Tatoeba-test.sqi-eng.sqi.eng | 46.9 | 0.634 | | Tatoeba-test.stq-eng.stq.eng | 8.1 | 0.379 | | Tatoeba-test.sun-eng.sun.eng | 23.8 | 0.369 | | Tatoeba-test.swa-eng.swa.eng | 6.5 | 0.193 | | Tatoeba-test.swe-eng.swe.eng | 51.4 | 0.655 | | Tatoeba-test.swg-eng.swg.eng | 18.5 | 0.342 | | Tatoeba-test.tah-eng.tah.eng | 25.6 | 0.249 | | Tatoeba-test.tam-eng.tam.eng | 29.1 | 0.437 | | Tatoeba-test.tat-eng.tat.eng | 12.9 | 0.327 | | Tatoeba-test.tel-eng.tel.eng | 21.2 | 0.386 | | Tatoeba-test.tet-eng.tet.eng | 9.2 | 0.215 | | Tatoeba-test.tgk-eng.tgk.eng | 12.7 | 0.374 | | Tatoeba-test.tha-eng.tha.eng | 36.3 | 0.531 | | Tatoeba-test.tir-eng.tir.eng | 9.1 | 0.267 | | Tatoeba-test.tlh-eng.tlh.eng | 0.2 | 0.084 | | Tatoeba-test.tly-eng.tly.eng | 2.1 | 0.128 | | Tatoeba-test.toi-eng.toi.eng | 5.3 | 0.150 | | Tatoeba-test.ton-eng.ton.eng | 39.5 | 0.473 | | Tatoeba-test.tpw-eng.tpw.eng | 1.5 | 0.160 | | Tatoeba-test.tso-eng.tso.eng | 44.7 | 0.526 | | Tatoeba-test.tuk-eng.tuk.eng | 18.6 | 0.401 | | Tatoeba-test.tur-eng.tur.eng | 40.5 | 0.573 | | Tatoeba-test.tvl-eng.tvl.eng | 55.0 | 0.593 | | Tatoeba-test.tyv-eng.tyv.eng | 19.1 | 0.477 | | Tatoeba-test.tzl-eng.tzl.eng | 17.7 | 0.333 | | Tatoeba-test.udm-eng.udm.eng | 3.4 | 0.217 | | Tatoeba-test.uig-eng.uig.eng | 11.4 | 0.289 | | Tatoeba-test.ukr-eng.ukr.eng | 43.1 | 0.595 | | Tatoeba-test.umb-eng.umb.eng | 9.2 | 0.260 | | Tatoeba-test.urd-eng.urd.eng | 23.2 | 0.426 | | Tatoeba-test.uzb-eng.uzb.eng | 19.0 | 0.342 | | Tatoeba-test.vec-eng.vec.eng | 41.1 | 0.409 | | Tatoeba-test.vie-eng.vie.eng | 30.6 | 0.481 | | Tatoeba-test.vol-eng.vol.eng | 1.8 | 0.143 | | Tatoeba-test.war-eng.war.eng | 15.9 | 0.352 | | Tatoeba-test.wln-eng.wln.eng | 12.6 | 0.291 | | Tatoeba-test.wol-eng.wol.eng | 4.4 | 0.138 | | Tatoeba-test.xal-eng.xal.eng | 0.9 | 0.153 | | Tatoeba-test.xho-eng.xho.eng | 35.4 | 0.513 | | Tatoeba-test.yid-eng.yid.eng | 19.4 | 0.387 | | Tatoeba-test.yor-eng.yor.eng | 19.3 | 0.327 | | Tatoeba-test.zho-eng.zho.eng | 25.8 | 0.448 | | Tatoeba-test.zul-eng.zul.eng | 40.9 | 0.567 | | Tatoeba-test.zza-eng.zza.eng | 1.6 | 0.125 | ### System Info: - hf_name: mul-eng - source_languages: mul - target_languages: eng - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/mul-eng/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['ca', 'es', 'os', 'eo', 'ro', 'fy', 'cy', 'is', 'lb', 'su', 'an', 'sq', 'fr', 'ht', 'rm', 'cv', 'ig', 'am', 'eu', 'tr', 'ps', 'af', 'ny', 'ch', 'uk', 'sl', 'lt', 'tk', 'sg', 'ar', 'lg', 'bg', 'be', 'ka', 'gd', 'ja', 'si', 'br', 'mh', 'km', 'th', 'ty', 'rw', 'te', 'mk', 'or', 'wo', 'kl', 'mr', 'ru', 'yo', 'hu', 'fo', 'zh', 'ti', 'co', 'ee', 'oc', 'sn', 'mt', 'ts', 'pl', 'gl', 'nb', 'bn', 'tt', 'bo', 'lo', 'id', 'gn', 'nv', 'hy', 'kn', 'to', 'io', 'so', 'vi', 'da', 'fj', 'gv', 'sm', 'nl', 'mi', 'pt', 'hi', 'se', 'as', 'ta', 'et', 'kw', 'ga', 'sv', 'ln', 'na', 'mn', 'gu', 'wa', 'lv', 'jv', 'el', 'my', 'ba', 'it', 'hr', 'ur', 'ce', 'nn', 'fi', 'mg', 'rn', 'xh', 'ab', 'de', 'cs', 'he', 'zu', 'yi', 'ml', 'mul', 'en'] - src_constituents: {'sjn_Latn', 'cat', 'nan', 'spa', 'ile_Latn', 'pap', 'mwl', 'uzb_Latn', 'mww', 'hil', 'lij', 'avk_Latn', 'lad_Latn', 'lat_Latn', 'bos_Latn', 'oss', 'epo', 'ron', 'fry', 'cym', 'toi_Latn', 'awa', 'swg', 'zsm_Latn', 'zho_Hant', 'gcf_Latn', 'uzb_Cyrl', 'isl', 'lfn_Latn', 'shs_Latn', 'nov_Latn', 'bho', 'ltz', 'lzh', 'kur_Latn', 'sun', 'arg', 'pes_Thaa', 'sqi', 'uig_Arab', 'csb_Latn', 'fra', 'hat', 'liv_Latn', 'non_Latn', 'sco', 'cmn_Hans', 'pnb', 'roh', 'chv', 'ibo', 'bul_Latn', 'amh', 'lfn_Cyrl', 'eus', 'fkv_Latn', 'tur', 'pus', 'afr', 'brx_Latn', 'nya', 'acm', 'ota_Latn', 'cha', 'ukr', 'xal', 'slv', 'lit', 'zho_Hans', 'tmw_Latn', 'kjh', 'ota_Arab', 'war', 'tuk', 'sag', 'myv', 'hsb', 'lzh_Hans', 'ara', 'tly_Latn', 'lug', 'brx', 'bul', 'bel', 'vol_Latn', 'kat', 'gan', 'got_Goth', 'vro', 'ext', 'afh_Latn', 'gla', 'jpn', 'udm', 'mai', 'ary', 'sin', 'tvl', 'hif_Latn', 'cjy_Hant', 'bre', 'ceb', 'mah', 'nob_Hebr', 'crh_Latn', 'prg_Latn', 'khm', 'ang_Latn', 'tha', 'tah', 'tzl', 'aln', 'kin', 'tel', 'ady', 'mkd', 'ori', 'wol', 'aze_Latn', 'jbo', 'niu', 'kal', 'mar', 'vie_Hani', 'arz', 'yue', 'kha', 'san_Deva', 'jbo_Latn', 'gos', 'hau_Latn', 'rus', 'quc', 'cmn', 'yor', 'hun', 'uig_Cyrl', 'fao', 'mnw', 'zho', 'orv_Cyrl', 'iba', 'bel_Latn', 'tir', 'afb', 'crh', 'mic', 'cos', 'swh', 'sah', 'krl', 'ewe', 'apc', 'zza', 'chr', 'grc_Grek', 'tpw_Latn', 'oci', 'mfe', 'sna', 'kir_Cyrl', 'tat_Latn', 'gom', 'ido_Latn', 'sgs', 'pau', 'tgk_Cyrl', 'nog', 'mlt', 'pdc', 'tso', 'srp_Cyrl', 'pol', 'ast', 'glg', 'pms', 'fuc', 'nob', 'qya', 'ben', 'tat', 'kab', 'min', 'srp_Latn', 'wuu', 'dtp', 'jbo_Cyrl', 'tet', 'bod', 'yue_Hans', 'zlm_Latn', 'lao', 'ind', 'grn', 'nav', 'kaz_Cyrl', 'rom', 'hye', 'kan', 'ton', 'ido', 'mhr', 'scn', 'som', 'rif_Latn', 'vie', 'enm_Latn', 'lmo', 'npi', 'pes', 'dan', 'fij', 'ina_Latn', 'cjy_Hans', 'jdt_Cyrl', 'gsw', 'glv', 'khm_Latn', 'smo', 'umb', 'sma', 'gil', 'nld', 'snd_Arab', 'arq', 'mri', 'kur_Arab', 'por', 'hin', 'shy_Latn', 'sme', 'rap', 'tyv', 'dsb', 'moh', 'asm', 'lad', 'yue_Hant', 'kpv', 'tam', 'est', 'frm_Latn', 'hoc_Latn', 'bam_Latn', 'kek_Latn', 'ksh', 'tlh_Latn', 'ltg', 'pan_Guru', 'hnj_Latn', 'cor', 'gle', 'swe', 'lin', 'qya_Latn', 'kum', 'mad', 'cmn_Hant', 'fuv', 'nau', 'mon', 'akl_Latn', 'guj', 'kaz_Latn', 'wln', 'tuk_Latn', 'jav_Java', 'lav', 'jav', 'ell', 'frr', 'mya', 'bak', 'rue', 'ita', 'hrv', 'izh', 'ilo', 'dws_Latn', 'urd', 'stq', 'tat_Arab', 'haw', 'che', 'pag', 'nno', 'fin', 'mlg', 'ppl_Latn', 'run', 'xho', 'abk', 'deu', 'hoc', 'lkt', 'lld_Latn', 'tzl_Latn', 'mdf', 'ike_Latn', 'ces', 'ldn_Latn', 'egl', 'heb', 'vec', 'zul', 'max_Latn', 'pes_Latn', 'yid', 'mal', 'nds'} - tgt_constituents: {'eng'} - src_multilingual: True - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/mul-eng/opus2m-2020-08-01.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/mul-eng/opus2m-2020-08-01.test.txt - src_alpha3: mul - tgt_alpha3: eng - short_pair: mul-en - chrF2_score: 0.518 - bleu: 34.7 - brevity_penalty: 1.0 - ref_len: 72346.0 - src_name: Multiple languages - tgt_name: English - train_date: 2020-08-01 - src_alpha2: mul - tgt_alpha2: en - prefer_old: False - long_pair: mul-eng - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-ng-en
Helsinki-NLP
marian
10
179
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-ng-en * source languages: ng * target languages: en * OPUS readme: [ng-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ng-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/ng-en/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/ng-en/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/ng-en/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.ng.en | 27.3 | 0.443 |
Helsinki-NLP/opus-mt-nic-en
Helsinki-NLP
marian
11
10
transformers
0
translation
true
true
false
apache-2.0
['sn', 'rw', 'wo', 'ig', 'sg', 'ee', 'zu', 'lg', 'ts', 'ln', 'ny', 'yo', 'rn', 'xh', 'nic', 'en']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
3,287
### nic-eng * source group: Niger-Kordofanian languages * target group: English * OPUS readme: [nic-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nic-eng/README.md) * model: transformer * source language(s): bam_Latn ewe fuc fuv ibo kin lin lug nya run sag sna swh toi_Latn tso umb wol xho yor zul * target language(s): eng * model: transformer * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus2m-2020-08-01.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/nic-eng/opus2m-2020-08-01.zip) * test set translations: [opus2m-2020-08-01.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nic-eng/opus2m-2020-08-01.test.txt) * test set scores: [opus2m-2020-08-01.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nic-eng/opus2m-2020-08-01.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.bam-eng.bam.eng | 2.4 | 0.090 | | Tatoeba-test.ewe-eng.ewe.eng | 10.3 | 0.384 | | Tatoeba-test.ful-eng.ful.eng | 1.2 | 0.114 | | Tatoeba-test.ibo-eng.ibo.eng | 7.5 | 0.197 | | Tatoeba-test.kin-eng.kin.eng | 30.7 | 0.481 | | Tatoeba-test.lin-eng.lin.eng | 3.1 | 0.185 | | Tatoeba-test.lug-eng.lug.eng | 3.1 | 0.261 | | Tatoeba-test.multi.eng | 21.3 | 0.377 | | Tatoeba-test.nya-eng.nya.eng | 31.6 | 0.502 | | Tatoeba-test.run-eng.run.eng | 24.9 | 0.420 | | Tatoeba-test.sag-eng.sag.eng | 5.2 | 0.231 | | Tatoeba-test.sna-eng.sna.eng | 20.1 | 0.374 | | Tatoeba-test.swa-eng.swa.eng | 4.6 | 0.191 | | Tatoeba-test.toi-eng.toi.eng | 4.8 | 0.122 | | Tatoeba-test.tso-eng.tso.eng | 100.0 | 1.000 | | Tatoeba-test.umb-eng.umb.eng | 9.0 | 0.246 | | Tatoeba-test.wol-eng.wol.eng | 14.0 | 0.212 | | Tatoeba-test.xho-eng.xho.eng | 38.2 | 0.558 | | Tatoeba-test.yor-eng.yor.eng | 21.2 | 0.364 | | Tatoeba-test.zul-eng.zul.eng | 42.3 | 0.589 | ### System Info: - hf_name: nic-eng - source_languages: nic - target_languages: eng - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nic-eng/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['sn', 'rw', 'wo', 'ig', 'sg', 'ee', 'zu', 'lg', 'ts', 'ln', 'ny', 'yo', 'rn', 'xh', 'nic', 'en'] - src_constituents: {'bam_Latn', 'sna', 'kin', 'wol', 'ibo', 'swh', 'sag', 'ewe', 'zul', 'fuc', 'lug', 'tso', 'lin', 'nya', 'yor', 'run', 'xho', 'fuv', 'toi_Latn', 'umb'} - tgt_constituents: {'eng'} - src_multilingual: True - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/nic-eng/opus2m-2020-08-01.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/nic-eng/opus2m-2020-08-01.test.txt - src_alpha3: nic - tgt_alpha3: eng - short_pair: nic-en - chrF2_score: 0.377 - bleu: 21.3 - brevity_penalty: 1.0 - ref_len: 15228.0 - src_name: Niger-Kordofanian languages - tgt_name: English - train_date: 2020-08-01 - src_alpha2: nic - tgt_alpha2: en - prefer_old: False - long_pair: nic-eng - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-niu-de
Helsinki-NLP
marian
10
7
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-niu-de * source languages: niu * target languages: de * OPUS readme: [niu-de](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/niu-de/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-21.zip](https://object.pouta.csc.fi/OPUS-MT-models/niu-de/opus-2020-01-21.zip) * test set translations: [opus-2020-01-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/niu-de/opus-2020-01-21.test.txt) * test set scores: [opus-2020-01-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/niu-de/opus-2020-01-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.niu.de | 20.2 | 0.395 |
Helsinki-NLP/opus-mt-niu-en
Helsinki-NLP
marian
10
12
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-niu-en * source languages: niu * target languages: en * OPUS readme: [niu-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/niu-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-21.zip](https://object.pouta.csc.fi/OPUS-MT-models/niu-en/opus-2020-01-21.zip) * test set translations: [opus-2020-01-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/niu-en/opus-2020-01-21.test.txt) * test set scores: [opus-2020-01-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/niu-en/opus-2020-01-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.niu.en | 46.1 | 0.604 |
Helsinki-NLP/opus-mt-niu-es
Helsinki-NLP
marian
10
8
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-niu-es * source languages: niu * target languages: es * OPUS readme: [niu-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/niu-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/niu-es/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/niu-es/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/niu-es/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.niu.es | 24.2 | 0.419 |
Helsinki-NLP/opus-mt-niu-fi
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-niu-fi * source languages: niu * target languages: fi * OPUS readme: [niu-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/niu-fi/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/niu-fi/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/niu-fi/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/niu-fi/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.niu.fi | 24.8 | 0.474 |
Helsinki-NLP/opus-mt-niu-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-niu-fr * source languages: niu * target languages: fr * OPUS readme: [niu-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/niu-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/niu-fr/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/niu-fr/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/niu-fr/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.niu.fr | 28.1 | 0.452 |
Helsinki-NLP/opus-mt-niu-sv
Helsinki-NLP
marian
10
8
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
776
### opus-mt-niu-sv * source languages: niu * target languages: sv * OPUS readme: [niu-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/niu-sv/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/niu-sv/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/niu-sv/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/niu-sv/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.niu.sv | 29.2 | 0.478 |
Helsinki-NLP/opus-mt-nl-af
Helsinki-NLP
marian
11
30
transformers
0
translation
true
true
false
apache-2.0
['nl', 'af']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
1,996
### nld-afr * source group: Dutch * target group: Afrikaans * OPUS readme: [nld-afr](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nld-afr/README.md) * model: transformer-align * source language(s): nld * target language(s): afr * model: transformer-align * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/nld-afr/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nld-afr/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nld-afr/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.nld.afr | 57.8 | 0.749 | ### System Info: - hf_name: nld-afr - source_languages: nld - target_languages: afr - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nld-afr/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['nl', 'af'] - src_constituents: {'nld'} - tgt_constituents: {'afr'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/nld-afr/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/nld-afr/opus-2020-06-17.test.txt - src_alpha3: nld - tgt_alpha3: afr - short_pair: nl-af - chrF2_score: 0.7490000000000001 - bleu: 57.8 - brevity_penalty: 1.0 - ref_len: 6823.0 - src_name: Dutch - tgt_name: Afrikaans - train_date: 2020-06-17 - src_alpha2: nl - tgt_alpha2: af - prefer_old: False - long_pair: nld-afr - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-nl-ca
Helsinki-NLP
marian
11
22
transformers
0
translation
true
true
false
apache-2.0
['nl', 'ca']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
1,981
### nld-cat * source group: Dutch * target group: Catalan * OPUS readme: [nld-cat](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nld-cat/README.md) * model: transformer-align * source language(s): nld * target language(s): cat * 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/nld-cat/opus-2020-06-16.zip) * test set translations: [opus-2020-06-16.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nld-cat/opus-2020-06-16.test.txt) * test set scores: [opus-2020-06-16.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nld-cat/opus-2020-06-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.nld.cat | 42.1 | 0.624 | ### System Info: - hf_name: nld-cat - source_languages: nld - target_languages: cat - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nld-cat/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['nl', 'ca'] - src_constituents: {'nld'} - tgt_constituents: {'cat'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm12k,spm12k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/nld-cat/opus-2020-06-16.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/nld-cat/opus-2020-06-16.test.txt - src_alpha3: nld - tgt_alpha3: cat - short_pair: nl-ca - chrF2_score: 0.624 - bleu: 42.1 - brevity_penalty: 0.988 - ref_len: 3942.0 - src_name: Dutch - tgt_name: Catalan - train_date: 2020-06-16 - src_alpha2: nl - tgt_alpha2: ca - prefer_old: False - long_pair: nld-cat - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-nl-en
Helsinki-NLP
marian
11
74,354
transformers
5
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
770
### opus-mt-nl-en * source languages: nl * target languages: en * OPUS readme: [nl-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/nl-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2019-12-05.zip](https://object.pouta.csc.fi/OPUS-MT-models/nl-en/opus-2019-12-05.zip) * test set translations: [opus-2019-12-05.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/nl-en/opus-2019-12-05.test.txt) * test set scores: [opus-2019-12-05.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/nl-en/opus-2019-12-05.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.nl.en | 60.9 | 0.749 |
Helsinki-NLP/opus-mt-nl-eo
Helsinki-NLP
marian
11
16
transformers
0
translation
true
true
false
apache-2.0
['nl', 'eo']
null
null
1
1
0
0
0
0
0
['translation']
false
true
true
1,995
### nld-epo * source group: Dutch * target group: Esperanto * OPUS readme: [nld-epo](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nld-epo/README.md) * model: transformer-align * source language(s): nld * 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/nld-epo/opus-2020-06-16.zip) * test set translations: [opus-2020-06-16.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nld-epo/opus-2020-06-16.test.txt) * test set scores: [opus-2020-06-16.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/nld-epo/opus-2020-06-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.nld.epo | 16.1 | 0.355 | ### System Info: - hf_name: nld-epo - source_languages: nld - target_languages: epo - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nld-epo/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['nl', 'eo'] - src_constituents: {'nld'} - tgt_constituents: {'epo'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/nld-epo/opus-2020-06-16.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/nld-epo/opus-2020-06-16.test.txt - src_alpha3: nld - tgt_alpha3: epo - short_pair: nl-eo - chrF2_score: 0.355 - bleu: 16.1 - brevity_penalty: 0.9359999999999999 - ref_len: 72293.0 - src_name: Dutch - tgt_name: Esperanto - train_date: 2020-06-16 - src_alpha2: nl - tgt_alpha2: eo - prefer_old: False - long_pair: nld-epo - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-nl-es
Helsinki-NLP
marian
10
816
transformers
0
translation
true
true
false
apache-2.0
null
null
null
0
0
0
0
0
0
0
['translation']
false
true
true
770
### opus-mt-nl-es * source languages: nl * target languages: es * OPUS readme: [nl-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/nl-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/nl-es/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/nl-es/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/nl-es/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.nl.es | 51.6 | 0.698 |
Helsinki-NLP/opus-mt-nl-fi
Helsinki-NLP
marian
10
230
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-nl-fi * source languages: nl * target languages: fi * OPUS readme: [nl-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/nl-fi/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/nl-fi/opus-2020-02-26.zip) * test set translations: [opus-2020-02-26.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/nl-fi/opus-2020-02-26.test.txt) * test set scores: [opus-2020-02-26.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/nl-fi/opus-2020-02-26.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.nl.fi | 28.6 | 0.569 |