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Helsinki-NLP/opus-mt-sv-fi
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "fi", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
50
transformers
--- tags: - translation --- ### opus-mt-sv-fi * source languages: sv * target languages: fi * OPUS readme: [sv-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-fi/README.md) * dataset: opus+bt * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus+bt-2020-04-07.zip](https://object.pouta.csc.fi/OPUS-MT-models/sv-fi/opus+bt-2020-04-07.zip) * test set translations: [opus+bt-2020-04-07.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-fi/opus+bt-2020-04-07.test.txt) * test set scores: [opus+bt-2020-04-07.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-fi/opus+bt-2020-04-07.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | fiskmo_testset.sv.fi | 26.9 | 0.623 | | Tatoeba.sv.fi | 45.2 | 0.678 |
Helsinki-NLP/opus-mt-sv-fj
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "fj", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
41
transformers
--- tags: - translation --- ### opus-mt-sv-fj * source languages: sv * target languages: fj * OPUS readme: [sv-fj](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-fj/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/sv-fj/opus-2020-01-21.zip) * test set translations: [opus-2020-01-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-fj/opus-2020-01-21.test.txt) * test set scores: [opus-2020-01-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-fj/opus-2020-01-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.fj | 27.8 | 0.504 |
Helsinki-NLP/opus-mt-sv-fr
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "fr", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
46
transformers
--- tags: - translation --- ### opus-mt-sv-fr * source languages: sv * target languages: fr * OPUS readme: [sv-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-24.zip](https://object.pouta.csc.fi/OPUS-MT-models/sv-fr/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-fr/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-fr/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.sv.fr | 59.7 | 0.731 |
Helsinki-NLP/opus-mt-sv-gaa
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "gaa", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
40
transformers
--- tags: - translation --- ### opus-mt-sv-gaa * source languages: sv * target languages: gaa * OPUS readme: [sv-gaa](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-gaa/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/sv-gaa/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-gaa/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-gaa/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.gaa | 31.3 | 0.522 |
Helsinki-NLP/opus-mt-sv-gil
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "gil", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
33
transformers
--- tags: - translation --- ### opus-mt-sv-gil * source languages: sv * target languages: gil * OPUS readme: [sv-gil](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-gil/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/sv-gil/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-gil/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-gil/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.gil | 28.9 | 0.520 |
Helsinki-NLP/opus-mt-sv-guw
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "guw", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
47
transformers
--- tags: - translation --- ### opus-mt-sv-guw * source languages: sv * target languages: guw * OPUS readme: [sv-guw](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-guw/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/sv-guw/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-guw/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-guw/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.guw | 33.5 | 0.531 |
Helsinki-NLP/opus-mt-sv-ha
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "ha", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
41
transformers
--- tags: - translation --- ### opus-mt-sv-ha * source languages: sv * target languages: ha * OPUS readme: [sv-ha](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-ha/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/sv-ha/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-ha/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-ha/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.ha | 26.2 | 0.481 |
Helsinki-NLP/opus-mt-sv-he
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "he", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
47
transformers
--- tags: - translation --- ### opus-mt-sv-he * source languages: sv * target languages: he * OPUS readme: [sv-he](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-he/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/sv-he/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-he/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-he/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.he | 23.1 | 0.440 |
Helsinki-NLP/opus-mt-sv-hil
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "hil", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
41
transformers
--- tags: - translation --- ### opus-mt-sv-hil * source languages: sv * target languages: hil * OPUS readme: [sv-hil](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-hil/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/sv-hil/opus-2020-01-21.zip) * test set translations: [opus-2020-01-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-hil/opus-2020-01-21.test.txt) * test set scores: [opus-2020-01-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-hil/opus-2020-01-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.hil | 38.2 | 0.610 |
Helsinki-NLP/opus-mt-sv-ho
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "ho", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
45
transformers
--- tags: - translation --- ### opus-mt-sv-ho * source languages: sv * target languages: ho * OPUS readme: [sv-ho](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-ho/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/sv-ho/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-ho/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-ho/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.ho | 26.7 | 0.503 |
Helsinki-NLP/opus-mt-sv-hr
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "hr", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
45
transformers
--- tags: - translation --- ### opus-mt-sv-hr * source languages: sv * target languages: hr * OPUS readme: [sv-hr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-hr/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/sv-hr/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-hr/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-hr/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.hr | 25.7 | 0.498 |
Helsinki-NLP/opus-mt-sv-ht
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "ht", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
41
transformers
--- tags: - translation --- ### opus-mt-sv-ht * source languages: sv * target languages: ht * OPUS readme: [sv-ht](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-ht/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/sv-ht/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-ht/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-ht/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.ht | 28.0 | 0.457 |
Helsinki-NLP/opus-mt-sv-hu
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "hu", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
44
transformers
--- tags: - translation --- ### opus-mt-sv-hu * source languages: sv * target languages: hu * OPUS readme: [sv-hu](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-hu/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-26.zip](https://object.pouta.csc.fi/OPUS-MT-models/sv-hu/opus-2020-01-26.zip) * test set translations: [opus-2020-01-26.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-hu/opus-2020-01-26.test.txt) * test set scores: [opus-2020-01-26.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-hu/opus-2020-01-26.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.sv.hu | 44.6 | 0.660 |
Helsinki-NLP/opus-mt-sv-id
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "id", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
40
transformers
--- tags: - translation --- ### opus-mt-sv-id * source languages: sv * target languages: id * OPUS readme: [sv-id](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-id/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/sv-id/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-id/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-id/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.id | 35.6 | 0.581 |
Helsinki-NLP/opus-mt-sv-ig
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "ig", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
51
transformers
--- tags: - translation --- ### opus-mt-sv-ig * source languages: sv * target languages: ig * OPUS readme: [sv-ig](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-ig/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/sv-ig/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-ig/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-ig/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.ig | 31.1 | 0.479 |
Helsinki-NLP/opus-mt-sv-ilo
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "ilo", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
40
transformers
--- tags: - translation --- ### opus-mt-sv-ilo * source languages: sv * target languages: ilo * OPUS readme: [sv-ilo](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-ilo/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/sv-ilo/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-ilo/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-ilo/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.ilo | 34.8 | 0.578 |
Helsinki-NLP/opus-mt-sv-is
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "is", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
35
transformers
--- tags: - translation --- ### opus-mt-sv-is * source languages: sv * target languages: is * OPUS readme: [sv-is](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-is/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/sv-is/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-is/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-is/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.is | 27.1 | 0.471 |
Helsinki-NLP/opus-mt-sv-iso
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "iso", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
34
transformers
--- tags: - translation --- ### opus-mt-sv-iso * source languages: sv * target languages: iso * OPUS readme: [sv-iso](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-iso/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/sv-iso/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-iso/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-iso/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.iso | 27.2 | 0.447 |
Helsinki-NLP/opus-mt-sv-kg
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "kg", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
35
transformers
--- tags: - translation --- ### opus-mt-sv-kg * source languages: sv * target languages: kg * OPUS readme: [sv-kg](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-kg/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/sv-kg/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-kg/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-kg/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.kg | 30.7 | 0.538 |
Helsinki-NLP/opus-mt-sv-kqn
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "kqn", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
34
transformers
--- tags: - translation --- ### opus-mt-sv-kqn * source languages: sv * target languages: kqn * OPUS readme: [sv-kqn](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-kqn/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/sv-kqn/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-kqn/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-kqn/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.kqn | 24.0 | 0.491 |
Helsinki-NLP/opus-mt-sv-kwy
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "kwy", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
24
transformers
--- tags: - translation --- ### opus-mt-sv-kwy * source languages: sv * target languages: kwy * OPUS readme: [sv-kwy](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-kwy/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/sv-kwy/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-kwy/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-kwy/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.kwy | 21.4 | 0.437 |
Helsinki-NLP/opus-mt-sv-lg
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "lg", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
31
transformers
--- tags: - translation --- ### opus-mt-sv-lg * source languages: sv * target languages: lg * OPUS readme: [sv-lg](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-lg/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/sv-lg/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-lg/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-lg/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.lg | 22.2 | 0.481 |
Helsinki-NLP/opus-mt-sv-ln
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "ln", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
33
transformers
--- tags: - translation --- ### opus-mt-sv-ln * source languages: sv * target languages: ln * OPUS readme: [sv-ln](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-ln/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/sv-ln/opus-2020-01-21.zip) * test set translations: [opus-2020-01-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-ln/opus-2020-01-21.test.txt) * test set scores: [opus-2020-01-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-ln/opus-2020-01-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.ln | 30.6 | 0.541 |
Helsinki-NLP/opus-mt-sv-lu
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "lu", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
39
transformers
--- tags: - translation --- ### opus-mt-sv-lu * source languages: sv * target languages: lu * OPUS readme: [sv-lu](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-lu/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/sv-lu/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-lu/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-lu/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.lu | 24.8 | 0.484 |
Helsinki-NLP/opus-mt-sv-lua
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "lua", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
34
transformers
--- tags: - translation --- ### opus-mt-sv-lua * source languages: sv * target languages: lua * OPUS readme: [sv-lua](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-lua/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/sv-lua/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-lua/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-lua/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.lua | 27.2 | 0.513 |
Helsinki-NLP/opus-mt-sv-lue
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "lue", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
33
transformers
--- tags: - translation --- ### opus-mt-sv-lue * source languages: sv * target languages: lue * OPUS readme: [sv-lue](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-lue/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/sv-lue/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-lue/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-lue/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.lue | 22.6 | 0.502 |
Helsinki-NLP/opus-mt-sv-lus
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "lus", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
40
transformers
--- tags: - translation --- ### opus-mt-sv-lus * source languages: sv * target languages: lus * OPUS readme: [sv-lus](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-lus/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/sv-lus/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-lus/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-lus/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.lus | 26.7 | 0.484 |
Helsinki-NLP/opus-mt-sv-lv
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "lv", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
85
transformers
--- tags: - translation --- ### opus-mt-sv-lv * source languages: sv * target languages: lv * OPUS readme: [sv-lv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-lv/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/sv-lv/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-lv/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-lv/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.lv | 20.2 | 0.433 |
Helsinki-NLP/opus-mt-sv-mfe
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "mfe", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
41
transformers
--- tags: - translation --- ### opus-mt-sv-mfe * source languages: sv * target languages: mfe * OPUS readme: [sv-mfe](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-mfe/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/sv-mfe/opus-2020-01-21.zip) * test set translations: [opus-2020-01-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-mfe/opus-2020-01-21.test.txt) * test set scores: [opus-2020-01-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-mfe/opus-2020-01-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.mfe | 24.3 | 0.445 |
Helsinki-NLP/opus-mt-sv-mh
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "mh", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
46
transformers
--- tags: - translation --- ### opus-mt-sv-mh * source languages: sv * target languages: mh * OPUS readme: [sv-mh](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-mh/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/sv-mh/opus-2020-01-21.zip) * test set translations: [opus-2020-01-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-mh/opus-2020-01-21.test.txt) * test set scores: [opus-2020-01-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-mh/opus-2020-01-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.mh | 23.8 | 0.434 |
Helsinki-NLP/opus-mt-sv-mos
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "mos", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
39
transformers
--- tags: - translation --- ### opus-mt-sv-mos * source languages: sv * target languages: mos * OPUS readme: [sv-mos](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-mos/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/sv-mos/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-mos/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-mos/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.mos | 22.4 | 0.379 |
Helsinki-NLP/opus-mt-sv-mt
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "mt", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
43
transformers
--- tags: - translation --- ### opus-mt-sv-mt * source languages: sv * target languages: mt * OPUS readme: [sv-mt](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-mt/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/sv-mt/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-mt/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-mt/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.mt | 32.2 | 0.509 |
Helsinki-NLP/opus-mt-sv-niu
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "niu", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
37
transformers
--- tags: - translation --- ### opus-mt-sv-niu * source languages: sv * target languages: niu * OPUS readme: [sv-niu](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-niu/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/sv-niu/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-niu/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-niu/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.niu | 37.0 | 0.575 |
Helsinki-NLP/opus-mt-sv-nl
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "nl", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
42
transformers
--- tags: - translation --- ### opus-mt-sv-nl * source languages: sv * target languages: nl * OPUS readme: [sv-nl](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-nl/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/sv-nl/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-nl/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-nl/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | GlobalVoices.sv.nl | 24.3 | 0.522 |
Helsinki-NLP/opus-mt-sv-no
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "no", "transformers", "translation", "license:apache-2.0", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "metadata.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
28
transformers
--- language: - sv - no tags: - translation license: apache-2.0 --- ### swe-nor * source group: Swedish * target group: Norwegian * OPUS readme: [swe-nor](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/swe-nor/README.md) * model: transformer-align * source language(s): swe * target language(s): nno nob * model: transformer-align * pre-processing: normalization + SentencePiece (spm4k,spm4k) * a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/swe-nor/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/swe-nor/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/swe-nor/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.swe.nor | 65.8 | 0.796 | ### System Info: - hf_name: swe-nor - source_languages: swe - target_languages: nor - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/swe-nor/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['sv', 'no'] - src_constituents: {'swe'} - tgt_constituents: {'nob', 'nno'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/swe-nor/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/swe-nor/opus-2020-06-17.test.txt - src_alpha3: swe - tgt_alpha3: nor - short_pair: sv-no - chrF2_score: 0.7959999999999999 - bleu: 65.8 - brevity_penalty: 0.991 - ref_len: 3682.0 - src_name: Swedish - tgt_name: Norwegian - train_date: 2020-06-17 - src_alpha2: sv - tgt_alpha2: no - prefer_old: False - long_pair: swe-nor - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-sv-nso
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "nso", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
32
transformers
--- tags: - translation --- ### opus-mt-sv-nso * source languages: sv * target languages: nso * OPUS readme: [sv-nso](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-nso/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/sv-nso/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-nso/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-nso/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.nso | 37.9 | 0.575 |
Helsinki-NLP/opus-mt-sv-ny
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "ny", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
41
transformers
--- tags: - translation --- ### opus-mt-sv-ny * source languages: sv * target languages: ny * OPUS readme: [sv-ny](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-ny/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/sv-ny/opus-2020-01-21.zip) * test set translations: [opus-2020-01-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-ny/opus-2020-01-21.test.txt) * test set scores: [opus-2020-01-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-ny/opus-2020-01-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.ny | 25.9 | 0.523 |
Helsinki-NLP/opus-mt-sv-pag
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "pag", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
36
transformers
--- tags: - translation --- ### opus-mt-sv-pag * source languages: sv * target languages: pag * OPUS readme: [sv-pag](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-pag/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/sv-pag/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-pag/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-pag/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.pag | 29.3 | 0.522 |
Helsinki-NLP/opus-mt-sv-pap
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "pap", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
41
transformers
--- tags: - translation --- ### opus-mt-sv-pap * source languages: sv * target languages: pap * OPUS readme: [sv-pap](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-pap/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/sv-pap/opus-2020-01-21.zip) * test set translations: [opus-2020-01-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-pap/opus-2020-01-21.test.txt) * test set scores: [opus-2020-01-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-pap/opus-2020-01-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.pap | 31.0 | 0.505 |
Helsinki-NLP/opus-mt-sv-pis
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "pis", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
49
transformers
--- tags: - translation --- ### opus-mt-sv-pis * source languages: sv * target languages: pis * OPUS readme: [sv-pis](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-pis/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/sv-pis/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-pis/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-pis/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.pis | 30.9 | 0.519 |
Helsinki-NLP/opus-mt-sv-pon
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "pon", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
38
transformers
--- tags: - translation --- ### opus-mt-sv-pon * source languages: sv * target languages: pon * OPUS readme: [sv-pon](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-pon/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/sv-pon/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-pon/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-pon/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.pon | 26.0 | 0.491 |
Helsinki-NLP/opus-mt-sv-rnd
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "rnd", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
37
transformers
--- tags: - translation --- ### opus-mt-sv-rnd * source languages: sv * target languages: rnd * OPUS readme: [sv-rnd](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-rnd/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/sv-rnd/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-rnd/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-rnd/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.rnd | 20.3 | 0.433 |
Helsinki-NLP/opus-mt-sv-ro
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "ro", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
47
transformers
--- tags: - translation --- ### opus-mt-sv-ro * source languages: sv * target languages: ro * OPUS readme: [sv-ro](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-ro/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/sv-ro/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-ro/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-ro/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.ro | 29.5 | 0.510 |
Helsinki-NLP/opus-mt-sv-ru
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "ru", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
42
transformers
--- tags: - translation --- ### opus-mt-sv-ru * source languages: sv * target languages: ru * OPUS readme: [sv-ru](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-ru/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/sv-ru/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-ru/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-ru/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.sv.ru | 46.6 | 0.662 |
Helsinki-NLP/opus-mt-sv-run
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "run", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
42
transformers
--- tags: - translation --- ### opus-mt-sv-run * source languages: sv * target languages: run * OPUS readme: [sv-run](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-run/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/sv-run/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-run/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-run/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.run | 24.4 | 0.502 |
Helsinki-NLP/opus-mt-sv-rw
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "rw", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
46
transformers
--- tags: - translation --- ### opus-mt-sv-rw * source languages: sv * target languages: rw * OPUS readme: [sv-rw](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-rw/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/sv-rw/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-rw/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-rw/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.rw | 26.7 | 0.514 |
Helsinki-NLP/opus-mt-sv-sg
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "sg", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
40
transformers
--- tags: - translation --- ### opus-mt-sv-sg * source languages: sv * target languages: sg * OPUS readme: [sv-sg](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-sg/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/sv-sg/opus-2020-01-21.zip) * test set translations: [opus-2020-01-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-sg/opus-2020-01-21.test.txt) * test set scores: [opus-2020-01-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-sg/opus-2020-01-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.sg | 30.0 | 0.487 |
Helsinki-NLP/opus-mt-sv-sk
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "sk", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
40
transformers
--- tags: - translation --- ### opus-mt-sv-sk * source languages: sv * target languages: sk * OPUS readme: [sv-sk](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-sk/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/sv-sk/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-sk/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-sk/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.sk | 30.7 | 0.516 |
Helsinki-NLP/opus-mt-sv-sl
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "sl", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
42
transformers
--- tags: - translation --- ### opus-mt-sv-sl * source languages: sv * target languages: sl * OPUS readme: [sv-sl](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-sl/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/sv-sl/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-sl/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-sl/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.sl | 25.1 | 0.487 |
Helsinki-NLP/opus-mt-sv-sm
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "sm", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
58
transformers
--- tags: - translation --- ### opus-mt-sv-sm * source languages: sv * target languages: sm * OPUS readme: [sv-sm](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-sm/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/sv-sm/opus-2020-01-21.zip) * test set translations: [opus-2020-01-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-sm/opus-2020-01-21.test.txt) * test set scores: [opus-2020-01-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-sm/opus-2020-01-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.sm | 30.1 | 0.500 |
Helsinki-NLP/opus-mt-sv-sn
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "sn", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
50
transformers
--- tags: - translation --- ### opus-mt-sv-sn * source languages: sv * target languages: sn * OPUS readme: [sv-sn](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-sn/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/sv-sn/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-sn/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-sn/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.sn | 27.4 | 0.557 |
Helsinki-NLP/opus-mt-sv-sq
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "sq", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
47
transformers
--- tags: - translation --- ### opus-mt-sv-sq * source languages: sv * target languages: sq * OPUS readme: [sv-sq](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-sq/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/sv-sq/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-sq/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-sq/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.sq | 34.4 | 0.553 |
Helsinki-NLP/opus-mt-sv-srn
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "srn", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
38
transformers
--- tags: - translation --- ### opus-mt-sv-srn * source languages: sv * target languages: srn * OPUS readme: [sv-srn](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-srn/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/sv-srn/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-srn/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-srn/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.srn | 31.3 | 0.506 |
Helsinki-NLP/opus-mt-sv-st
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "st", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
44
transformers
--- tags: - translation --- ### opus-mt-sv-st * source languages: sv * target languages: st * OPUS readme: [sv-st](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-st/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/sv-st/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-st/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-st/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.st | 38.8 | 0.584 |
Helsinki-NLP/opus-mt-sv-sv
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
37
transformers
--- tags: - translation --- ### opus-mt-sv-sv * source languages: sv * target languages: sv * OPUS readme: [sv-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-sv/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/sv-sv/opus-2020-01-21.zip) * test set translations: [opus-2020-01-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-sv/opus-2020-01-21.test.txt) * test set scores: [opus-2020-01-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-sv/opus-2020-01-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.sv.sv | 49.2 | 0.741 |
Helsinki-NLP/opus-mt-sv-swc
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "swc", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
45
transformers
--- tags: - translation --- ### opus-mt-sv-swc * source languages: sv * target languages: swc * OPUS readme: [sv-swc](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-swc/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/sv-swc/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-swc/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-swc/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.swc | 30.1 | 0.536 |
Helsinki-NLP/opus-mt-sv-th
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "th", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
44
transformers
--- tags: - translation --- ### opus-mt-sv-th * source languages: sv * target languages: th * OPUS readme: [sv-th](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-th/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/sv-th/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-th/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-th/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.th | 21.2 | 0.373 |
Helsinki-NLP/opus-mt-sv-tiv
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "tiv", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
38
transformers
--- tags: - translation --- ### opus-mt-sv-tiv * source languages: sv * target languages: tiv * OPUS readme: [sv-tiv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-tiv/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/sv-tiv/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-tiv/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-tiv/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.tiv | 25.2 | 0.439 |
Helsinki-NLP/opus-mt-sv-tll
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "tll", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
46
transformers
--- tags: - translation --- ### opus-mt-sv-tll * source languages: sv * target languages: tll * OPUS readme: [sv-tll](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-tll/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/sv-tll/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-tll/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-tll/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.tll | 24.9 | 0.484 |
Helsinki-NLP/opus-mt-sv-tn
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "tn", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
49
transformers
--- tags: - translation --- ### opus-mt-sv-tn * source languages: sv * target languages: tn * OPUS readme: [sv-tn](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-tn/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/sv-tn/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-tn/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-tn/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.tn | 36.3 | 0.561 |
Helsinki-NLP/opus-mt-sv-to
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "to", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
39
transformers
--- tags: - translation --- ### opus-mt-sv-to * source languages: sv * target languages: to * OPUS readme: [sv-to](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-to/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/sv-to/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-to/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-to/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.to | 41.8 | 0.564 |
Helsinki-NLP/opus-mt-sv-toi
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "toi", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
47
transformers
--- tags: - translation --- ### opus-mt-sv-toi * source languages: sv * target languages: toi * OPUS readme: [sv-toi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-toi/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/sv-toi/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-toi/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-toi/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.toi | 23.2 | 0.512 |
Helsinki-NLP/opus-mt-sv-tpi
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "tpi", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
51
transformers
--- tags: - translation --- ### opus-mt-sv-tpi * source languages: sv * target languages: tpi * OPUS readme: [sv-tpi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-tpi/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/sv-tpi/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-tpi/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-tpi/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.tpi | 31.4 | 0.513 |
Helsinki-NLP/opus-mt-sv-ts
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "ts", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
36
transformers
--- tags: - translation --- ### opus-mt-sv-ts * source languages: sv * target languages: ts * OPUS readme: [sv-ts](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-ts/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/sv-ts/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-ts/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-ts/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.ts | 34.4 | 0.567 |
Helsinki-NLP/opus-mt-sv-tum
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "tum", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
67
transformers
--- tags: - translation --- ### opus-mt-sv-tum * source languages: sv * target languages: tum * OPUS readme: [sv-tum](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-tum/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/sv-tum/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-tum/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-tum/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.tum | 22.0 | 0.475 |
Helsinki-NLP/opus-mt-sv-tvl
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "tvl", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
60
transformers
--- tags: - translation --- ### opus-mt-sv-tvl * source languages: sv * target languages: tvl * OPUS readme: [sv-tvl](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-tvl/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/sv-tvl/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-tvl/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-tvl/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.tvl | 34.4 | 0.521 |
Helsinki-NLP/opus-mt-sv-tw
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "tw", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
42
transformers
--- tags: - translation --- ### opus-mt-sv-tw * source languages: sv * target languages: tw * OPUS readme: [sv-tw](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-tw/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/sv-tw/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-tw/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-tw/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.tw | 30.7 | 0.509 |
Helsinki-NLP/opus-mt-sv-ty
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "ty", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
59
transformers
--- tags: - translation --- ### opus-mt-sv-ty * source languages: sv * target languages: ty * OPUS readme: [sv-ty](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-ty/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/sv-ty/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-ty/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-ty/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.ty | 40.5 | 0.571 |
Helsinki-NLP/opus-mt-sv-uk
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "uk", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
47
transformers
--- tags: - translation --- ### opus-mt-sv-uk * source languages: sv * target languages: uk * OPUS readme: [sv-uk](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-uk/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/sv-uk/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-uk/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-uk/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.uk | 24.0 | 0.447 |
Helsinki-NLP/opus-mt-sv-umb
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "umb", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
40
transformers
--- tags: - translation --- ### opus-mt-sv-umb * source languages: sv * target languages: umb * OPUS readme: [sv-umb](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-umb/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/sv-umb/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-umb/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-umb/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.umb | 20.4 | 0.431 |
Helsinki-NLP/opus-mt-sv-ve
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "ve", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
42
transformers
--- tags: - translation --- ### opus-mt-sv-ve * source languages: sv * target languages: ve * OPUS readme: [sv-ve](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-ve/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/sv-ve/opus-2020-01-21.zip) * test set translations: [opus-2020-01-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-ve/opus-2020-01-21.test.txt) * test set scores: [opus-2020-01-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-ve/opus-2020-01-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.ve | 26.4 | 0.496 |
Helsinki-NLP/opus-mt-sv-war
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "war", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
49
transformers
--- tags: - translation --- ### opus-mt-sv-war * source languages: sv * target languages: war * OPUS readme: [sv-war](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-war/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/sv-war/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-war/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-war/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.war | 36.7 | 0.576 |
Helsinki-NLP/opus-mt-sv-wls
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "wls", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
42
transformers
--- tags: - translation --- ### opus-mt-sv-wls * source languages: sv * target languages: wls * OPUS readme: [sv-wls](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-wls/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/sv-wls/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-wls/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-wls/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.wls | 29.0 | 0.501 |
Helsinki-NLP/opus-mt-sv-xh
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "xh", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
35
transformers
--- tags: - translation --- ### opus-mt-sv-xh * source languages: sv * target languages: xh * OPUS readme: [sv-xh](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-xh/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/sv-xh/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-xh/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-xh/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.xh | 26.7 | 0.561 |
Helsinki-NLP/opus-mt-sv-yap
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "yap", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
41
transformers
--- tags: - translation --- ### opus-mt-sv-yap * source languages: sv * target languages: yap * OPUS readme: [sv-yap](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-yap/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/sv-yap/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-yap/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-yap/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.yap | 27.3 | 0.461 |
Helsinki-NLP/opus-mt-sv-yo
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "yo", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
32
transformers
--- tags: - translation --- ### opus-mt-sv-yo * source languages: sv * target languages: yo * OPUS readme: [sv-yo](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-yo/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/sv-yo/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-yo/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-yo/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.yo | 26.4 | 0.432 |
Helsinki-NLP/opus-mt-sv-zne
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "sv", "zne", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
41
transformers
--- tags: - translation --- ### opus-mt-sv-zne * source languages: sv * target languages: zne * OPUS readme: [sv-zne](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/sv-zne/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/sv-zne/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-zne/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/sv-zne/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.sv.zne | 23.8 | 0.474 |
Helsinki-NLP/opus-mt-swc-en
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "swc", "en", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
94
transformers
--- tags: - translation --- ### opus-mt-swc-en * source languages: swc * target languages: en * OPUS readme: [swc-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/swc-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/swc-en/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/swc-en/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/swc-en/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.swc.en | 41.1 | 0.569 |
Helsinki-NLP/opus-mt-swc-es
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "swc", "es", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
30
transformers
--- tags: - translation --- ### opus-mt-swc-es * source languages: swc * target languages: es * OPUS readme: [swc-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/swc-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/swc-es/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/swc-es/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/swc-es/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.swc.es | 27.4 | 0.458 |
Helsinki-NLP/opus-mt-swc-fi
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "swc", "fi", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
39
transformers
--- tags: - translation --- ### opus-mt-swc-fi * source languages: swc * target languages: fi * OPUS readme: [swc-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/swc-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/swc-fi/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/swc-fi/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/swc-fi/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.swc.fi | 26.0 | 0.489 |
Helsinki-NLP/opus-mt-swc-fr
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "swc", "fr", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
35
transformers
--- tags: - translation --- ### opus-mt-swc-fr * source languages: swc * target languages: fr * OPUS readme: [swc-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/swc-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/swc-fr/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/swc-fr/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/swc-fr/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.swc.fr | 28.6 | 0.470 |
Helsinki-NLP/opus-mt-swc-sv
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "swc", "sv", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
36
transformers
--- tags: - translation --- ### opus-mt-swc-sv * source languages: swc * target languages: sv * OPUS readme: [swc-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/swc-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/swc-sv/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/swc-sv/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/swc-sv/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.swc.sv | 30.7 | 0.495 |
Helsinki-NLP/opus-mt-taw-en
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "lo", "th", "taw", "en", "transformers", "translation", "license:apache-2.0", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "metadata.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
28
transformers
--- language: - lo - th - taw - en tags: - translation license: apache-2.0 --- ### taw-eng * source group: Tai * target group: English * OPUS readme: [taw-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/taw-eng/README.md) * model: transformer * source language(s): lao tha * target language(s): eng * model: transformer * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus-2020-06-28.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/taw-eng/opus-2020-06-28.zip) * test set translations: [opus-2020-06-28.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/taw-eng/opus-2020-06-28.test.txt) * test set scores: [opus-2020-06-28.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/taw-eng/opus-2020-06-28.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.lao-eng.lao.eng | 1.1 | 0.133 | | Tatoeba-test.multi.eng | 38.9 | 0.572 | | Tatoeba-test.tha-eng.tha.eng | 40.6 | 0.588 | ### System Info: - hf_name: taw-eng - source_languages: taw - target_languages: eng - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/taw-eng/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['lo', 'th', 'taw', 'en'] - src_constituents: {'lao', 'tha'} - tgt_constituents: {'eng'} - src_multilingual: True - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/taw-eng/opus-2020-06-28.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/taw-eng/opus-2020-06-28.test.txt - src_alpha3: taw - tgt_alpha3: eng - short_pair: taw-en - chrF2_score: 0.5720000000000001 - bleu: 38.9 - brevity_penalty: 1.0 - ref_len: 7630.0 - src_name: Tai - tgt_name: English - train_date: 2020-06-28 - src_alpha2: taw - tgt_alpha2: en - prefer_old: False - long_pair: taw-eng - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-th-en
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "th", "en", "transformers", "translation", "license:apache-2.0", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "metadata.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
168
transformers
--- language: - th - en tags: - translation license: apache-2.0 --- ### tha-eng * source group: Thai * target group: English * OPUS readme: [tha-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/tha-eng/README.md) * model: transformer-align * source language(s): tha * target language(s): eng * 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/tha-eng/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/tha-eng/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/tha-eng/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.tha.eng | 48.1 | 0.644 | ### System Info: - hf_name: tha-eng - source_languages: tha - target_languages: eng - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/tha-eng/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['th', 'en'] - src_constituents: {'tha'} - tgt_constituents: {'eng'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/tha-eng/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/tha-eng/opus-2020-06-17.test.txt - src_alpha3: tha - tgt_alpha3: eng - short_pair: th-en - chrF2_score: 0.644 - bleu: 48.1 - brevity_penalty: 0.9740000000000001 - ref_len: 7407.0 - src_name: Thai - tgt_name: English - train_date: 2020-06-17 - src_alpha2: th - tgt_alpha2: en - prefer_old: False - long_pair: tha-eng - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-th-fr
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "th", "fr", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
34
transformers
--- tags: - translation --- ### opus-mt-th-fr * source languages: th * target languages: fr * OPUS readme: [th-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/th-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/th-fr/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/th-fr/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/th-fr/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.th.fr | 20.4 | 0.363 |
Helsinki-NLP/opus-mt-ti-en
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "ti", "en", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
56
transformers
--- tags: - translation --- ### opus-mt-ti-en * source languages: ti * target languages: en * OPUS readme: [ti-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ti-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/ti-en/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/ti-en/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/ti-en/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.ti.en | 30.4 | 0.461 |
Helsinki-NLP/opus-mt-tiv-en
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "tiv", "en", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
40
transformers
--- tags: - translation --- ### opus-mt-tiv-en * source languages: tiv * target languages: en * OPUS readme: [tiv-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/tiv-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/tiv-en/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/tiv-en/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/tiv-en/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.tiv.en | 31.5 | 0.473 |
Helsinki-NLP/opus-mt-tiv-fr
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "tiv", "fr", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
36
transformers
--- tags: - translation --- ### opus-mt-tiv-fr * source languages: tiv * target languages: fr * OPUS readme: [tiv-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/tiv-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/tiv-fr/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/tiv-fr/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/tiv-fr/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.tiv.fr | 22.3 | 0.389 |
Helsinki-NLP/opus-mt-tiv-sv
2020-08-21T14:42:50.000Z
[ "pytorch", "marian", "seq2seq", "tiv", "sv", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
33
transformers
--- tags: - translation --- ### opus-mt-tiv-sv * source languages: tiv * target languages: sv * OPUS readme: [tiv-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/tiv-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/tiv-sv/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/tiv-sv/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/tiv-sv/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.tiv.sv | 23.7 | 0.416 |
Helsinki-NLP/opus-mt-tl-de
2020-08-21T14:42:51.000Z
[ "pytorch", "marian", "seq2seq", "tl", "de", "transformers", "translation", "license:apache-2.0", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "metadata.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
30
transformers
--- language: - tl - de tags: - translation license: apache-2.0 --- ### tgl-deu * source group: Tagalog * target group: German * OPUS readme: [tgl-deu](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/tgl-deu/README.md) * model: transformer-align * source language(s): tgl_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/tgl-deu/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/tgl-deu/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/tgl-deu/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.tgl.deu | 22.7 | 0.473 | ### System Info: - hf_name: tgl-deu - source_languages: tgl - target_languages: deu - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/tgl-deu/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['tl', 'de'] - src_constituents: {'tgl_Latn'} - tgt_constituents: {'deu'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/tgl-deu/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/tgl-deu/opus-2020-06-17.test.txt - src_alpha3: tgl - tgt_alpha3: deu - short_pair: tl-de - chrF2_score: 0.473 - bleu: 22.7 - brevity_penalty: 0.9690000000000001 - ref_len: 2453.0 - src_name: Tagalog - tgt_name: German - train_date: 2020-06-17 - src_alpha2: tl - tgt_alpha2: de - prefer_old: False - long_pair: tgl-deu - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-tl-en
2020-08-21T14:42:51.000Z
[ "pytorch", "marian", "seq2seq", "tl", "en", "transformers", "translation", "license:apache-2.0", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "metadata.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
382
transformers
--- language: - tl - en tags: - translation license: apache-2.0 --- ### tgl-eng * source group: Tagalog * target group: English * OPUS readme: [tgl-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/tgl-eng/README.md) * model: transformer-align * source language(s): tgl_Latn * target language(s): eng * 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/tgl-eng/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/tgl-eng/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/tgl-eng/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.tgl.eng | 35.0 | 0.542 | ### System Info: - hf_name: tgl-eng - source_languages: tgl - target_languages: eng - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/tgl-eng/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['tl', 'en'] - src_constituents: {'tgl_Latn'} - tgt_constituents: {'eng'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/tgl-eng/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/tgl-eng/opus-2020-06-17.test.txt - src_alpha3: tgl - tgt_alpha3: eng - short_pair: tl-en - chrF2_score: 0.542 - bleu: 35.0 - brevity_penalty: 0.975 - ref_len: 18168.0 - src_name: Tagalog - tgt_name: English - train_date: 2020-06-17 - src_alpha2: tl - tgt_alpha2: en - prefer_old: False - long_pair: tgl-eng - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-tl-es
2020-08-21T14:42:51.000Z
[ "pytorch", "marian", "seq2seq", "tl", "es", "transformers", "translation", "license:apache-2.0", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "metadata.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
26
transformers
--- language: - tl - es tags: - translation license: apache-2.0 --- ### tgl-spa * source group: Tagalog * target group: Spanish * OPUS readme: [tgl-spa](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/tgl-spa/README.md) * model: transformer-align * source language(s): tgl_Latn * 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/tgl-spa/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/tgl-spa/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/tgl-spa/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.tgl.spa | 31.6 | 0.531 | ### System Info: - hf_name: tgl-spa - source_languages: tgl - target_languages: spa - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/tgl-spa/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['tl', 'es'] - src_constituents: {'tgl_Latn'} - tgt_constituents: {'spa'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/tgl-spa/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/tgl-spa/opus-2020-06-17.test.txt - src_alpha3: tgl - tgt_alpha3: spa - short_pair: tl-es - chrF2_score: 0.531 - bleu: 31.6 - brevity_penalty: 0.997 - ref_len: 4327.0 - src_name: Tagalog - tgt_name: Spanish - train_date: 2020-06-17 - src_alpha2: tl - tgt_alpha2: es - prefer_old: False - long_pair: tgl-spa - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-tl-pt
2020-08-21T14:42:51.000Z
[ "pytorch", "marian", "seq2seq", "tl", "pt", "transformers", "translation", "license:apache-2.0", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "metadata.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
24
transformers
--- language: - tl - pt tags: - translation license: apache-2.0 --- ### tgl-por * source group: Tagalog * target group: Portuguese * OPUS readme: [tgl-por](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/tgl-por/README.md) * model: transformer-align * source language(s): tgl_Latn * target language(s): por * 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/tgl-por/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/tgl-por/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/tgl-por/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.tgl.por | 28.8 | 0.522 | ### System Info: - hf_name: tgl-por - source_languages: tgl - target_languages: por - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/tgl-por/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['tl', 'pt'] - src_constituents: {'tgl_Latn'} - tgt_constituents: {'por'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/tgl-por/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/tgl-por/opus-2020-06-17.test.txt - src_alpha3: tgl - tgt_alpha3: por - short_pair: tl-pt - chrF2_score: 0.522 - bleu: 28.8 - brevity_penalty: 0.981 - ref_len: 12826.0 - src_name: Tagalog - tgt_name: Portuguese - train_date: 2020-06-17 - src_alpha2: tl - tgt_alpha2: pt - prefer_old: False - long_pair: tgl-por - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-tll-en
2020-08-21T14:42:51.000Z
[ "pytorch", "marian", "seq2seq", "tll", "en", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
51
transformers
--- tags: - translation --- ### opus-mt-tll-en * source languages: tll * target languages: en * OPUS readme: [tll-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/tll-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/tll-en/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/tll-en/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/tll-en/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.tll.en | 34.5 | 0.500 |
Helsinki-NLP/opus-mt-tll-es
2020-08-21T14:42:51.000Z
[ "pytorch", "marian", "seq2seq", "tll", "es", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
36
transformers
--- tags: - translation --- ### opus-mt-tll-es * source languages: tll * target languages: es * OPUS readme: [tll-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/tll-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/tll-es/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/tll-es/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/tll-es/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.tll.es | 22.9 | 0.403 |
Helsinki-NLP/opus-mt-tll-fi
2020-08-21T14:42:51.000Z
[ "pytorch", "marian", "seq2seq", "tll", "fi", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
33
transformers
--- tags: - translation --- ### opus-mt-tll-fi * source languages: tll * target languages: fi * OPUS readme: [tll-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/tll-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/tll-fi/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/tll-fi/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/tll-fi/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.tll.fi | 22.4 | 0.441 |
Helsinki-NLP/opus-mt-tll-fr
2020-08-21T14:42:51.000Z
[ "pytorch", "marian", "seq2seq", "tll", "fr", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
28
transformers
--- tags: - translation --- ### opus-mt-tll-fr * source languages: tll * target languages: fr * OPUS readme: [tll-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/tll-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/tll-fr/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/tll-fr/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/tll-fr/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.tll.fr | 25.2 | 0.426 |
Helsinki-NLP/opus-mt-tll-sv
2020-08-21T14:42:51.000Z
[ "pytorch", "marian", "seq2seq", "tll", "sv", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
30
transformers
--- tags: - translation --- ### opus-mt-tll-sv * source languages: tll * target languages: sv * OPUS readme: [tll-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/tll-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/tll-sv/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/tll-sv/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/tll-sv/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.tll.sv | 25.6 | 0.436 |
Helsinki-NLP/opus-mt-tn-en
2020-08-21T14:42:51.000Z
[ "pytorch", "marian", "seq2seq", "tn", "en", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
40
transformers
--- tags: - translation --- ### opus-mt-tn-en * source languages: tn * target languages: en * OPUS readme: [tn-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/tn-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/tn-en/opus-2020-01-21.zip) * test set translations: [opus-2020-01-21.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/tn-en/opus-2020-01-21.test.txt) * test set scores: [opus-2020-01-21.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/tn-en/opus-2020-01-21.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.tn.en | 43.4 | 0.589 |
Helsinki-NLP/opus-mt-tn-es
2020-08-21T14:42:51.000Z
[ "pytorch", "marian", "seq2seq", "tn", "es", "transformers", "translation", "text2text-generation" ]
translation
[ ".gitattributes", "README.md", "config.json", "pytorch_model.bin", "source.spm", "target.spm", "tokenizer_config.json", "vocab.json" ]
Helsinki-NLP
24
transformers
--- tags: - translation --- ### opus-mt-tn-es * source languages: tn * target languages: es * OPUS readme: [tn-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/tn-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/tn-es/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/tn-es/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/tn-es/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.tn.es | 29.1 | 0.479 |