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2025-09-05 00:41:53
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Helsinki-NLP/opus-mt-fi-sk
Helsinki-NLP
2023-08-16T11:35:24Z
106
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "sk", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-sk * source languages: fi * target languages: sk * OPUS readme: [fi-sk](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-sk/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-sk/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-sk/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-sk/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.sk | 28.1 | 0.501 |
Helsinki-NLP/opus-mt-fi-sg
Helsinki-NLP
2023-08-16T11:35:23Z
116
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "sg", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-sg * source languages: fi * target languages: sg * OPUS readme: [fi-sg](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-sg/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/fi-sg/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-sg/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-sg/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.sg | 29.3 | 0.480 |
Helsinki-NLP/opus-mt-fi-rw
Helsinki-NLP
2023-08-16T11:35:22Z
111
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "rw", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-rw * source languages: fi * target languages: rw * OPUS readme: [fi-rw](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-rw/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-rw/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-rw/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-rw/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.rw | 25.3 | 0.509 |
Helsinki-NLP/opus-mt-fi-ru
Helsinki-NLP
2023-08-16T11:35:19Z
135
1
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "ru", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-ru * source languages: fi * target languages: ru * OPUS readme: [fi-ru](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-ru/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-04-12.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-ru/opus-2020-04-12.zip) * test set translations: [opus-2020-04-12.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-ru/opus-2020-04-12.test.txt) * test set scores: [opus-2020-04-12.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-ru/opus-2020-04-12.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.fi.ru | 46.3 | 0.670 |
Helsinki-NLP/opus-mt-fi-ro
Helsinki-NLP
2023-08-16T11:35:18Z
117
1
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "ro", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-ro * source languages: fi * target languages: ro * OPUS readme: [fi-ro](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-ro/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-ro/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-ro/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-ro/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.ro | 27.0 | 0.490 |
Helsinki-NLP/opus-mt-fi-pis
Helsinki-NLP
2023-08-16T11:35:16Z
112
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "pis", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-pis * source languages: fi * target languages: pis * OPUS readme: [fi-pis](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-pis/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/fi-pis/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-pis/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-pis/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.pis | 27.5 | 0.493 |
Helsinki-NLP/opus-mt-fi-pag
Helsinki-NLP
2023-08-16T11:35:14Z
115
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "pag", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-pag * source languages: fi * target languages: pag * OPUS readme: [fi-pag](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-pag/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/fi-pag/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-pag/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-pag/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.pag | 28.0 | 0.510 |
Helsinki-NLP/opus-mt-fi-nso
Helsinki-NLP
2023-08-16T11:35:12Z
112
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "nso", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-nso * source languages: fi * target languages: nso * OPUS readme: [fi-nso](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-nso/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-nso/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-nso/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-nso/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.nso | 35.8 | 0.564 |
Helsinki-NLP/opus-mt-fi-no
Helsinki-NLP
2023-08-16T11:35:11Z
109
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "no", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- language: - fi - no tags: - translation license: apache-2.0 --- ### fin-nor * source group: Finnish * target group: Norwegian * OPUS readme: [fin-nor](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fin-nor/README.md) * model: transformer-align * source language(s): fin * 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/fin-nor/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/fin-nor/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/fin-nor/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.fin.nor | 23.5 | 0.426 | ### System Info: - hf_name: fin-nor - source_languages: fin - target_languages: nor - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fin-nor/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['fi', 'no'] - src_constituents: {'fin'} - 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/fin-nor/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/fin-nor/opus-2020-06-17.test.txt - src_alpha3: fin - tgt_alpha3: nor - short_pair: fi-no - chrF2_score: 0.426 - bleu: 23.5 - brevity_penalty: 1.0 - ref_len: 14768.0 - src_name: Finnish - tgt_name: Norwegian - train_date: 2020-06-17 - src_alpha2: fi - tgt_alpha2: no - prefer_old: False - long_pair: fin-nor - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-fi-nl
Helsinki-NLP
2023-08-16T11:35:10Z
123
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "nl", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-nl * source languages: fi * target languages: nl * OPUS readme: [fi-nl](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-nl/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-02-26.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-nl/opus-2020-02-26.zip) * test set translations: [opus-2020-02-26.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-nl/opus-2020-02-26.test.txt) * test set scores: [opus-2020-02-26.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-nl/opus-2020-02-26.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.nl | 30.5 | 0.557 |
Helsinki-NLP/opus-mt-fi-niu
Helsinki-NLP
2023-08-16T11:35:09Z
111
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "niu", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-niu * source languages: fi * target languages: niu * OPUS readme: [fi-niu](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-niu/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-niu/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-niu/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-niu/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.niu | 35.3 | 0.565 |
Helsinki-NLP/opus-mt-fi-mt
Helsinki-NLP
2023-08-16T11:35:08Z
113
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "mt", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-mt * source languages: fi * target languages: mt * OPUS readme: [fi-mt](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-mt/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-mt/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-mt/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-mt/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.mt | 29.9 | 0.490 |
Helsinki-NLP/opus-mt-fi-mos
Helsinki-NLP
2023-08-16T11:35:07Z
114
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "mos", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-mos * source languages: fi * target languages: mos * OPUS readme: [fi-mos](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-mos/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/fi-mos/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-mos/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-mos/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.mos | 21.4 | 0.366 |
Helsinki-NLP/opus-mt-fi-mk
Helsinki-NLP
2023-08-16T11:35:06Z
115
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "mk", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-mk * source languages: fi * target languages: mk * OPUS readme: [fi-mk](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-mk/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/fi-mk/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-mk/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-mk/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.mk | 28.9 | 0.501 |
Helsinki-NLP/opus-mt-fi-mh
Helsinki-NLP
2023-08-16T11:35:04Z
123
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "mh", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-mh * source languages: fi * target languages: mh * OPUS readme: [fi-mh](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-mh/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/fi-mh/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-mh/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-mh/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.mh | 20.8 | 0.404 |
Helsinki-NLP/opus-mt-fi-lus
Helsinki-NLP
2023-08-16T11:35:00Z
128
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "lus", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-lus * source languages: fi * target languages: lus * OPUS readme: [fi-lus](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-lus/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-lus/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-lus/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-lus/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.lus | 26.3 | 0.480 |
Helsinki-NLP/opus-mt-fi-lua
Helsinki-NLP
2023-08-16T11:34:58Z
148
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "lua", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-lua * source languages: fi * target languages: lua * OPUS readme: [fi-lua](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-lua/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-lua/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-lua/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-lua/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.lua | 26.6 | 0.505 |
Helsinki-NLP/opus-mt-fi-lu
Helsinki-NLP
2023-08-16T11:34:56Z
112
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "lu", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-lu * source languages: fi * target languages: lu * OPUS readme: [fi-lu](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-lu/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-lu/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-lu/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-lu/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.lu | 22.9 | 0.475 |
Helsinki-NLP/opus-mt-fi-ln
Helsinki-NLP
2023-08-16T11:34:55Z
118
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "ln", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-ln * source languages: fi * target languages: ln * OPUS readme: [fi-ln](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-ln/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/fi-ln/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-ln/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-ln/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.ln | 29.2 | 0.536 |
Helsinki-NLP/opus-mt-fi-lg
Helsinki-NLP
2023-08-16T11:34:54Z
115
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "lg", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-lg * source languages: fi * target languages: lg * OPUS readme: [fi-lg](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-lg/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/fi-lg/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-lg/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-lg/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.lg | 21.7 | 0.473 |
Helsinki-NLP/opus-mt-fi-iso
Helsinki-NLP
2023-08-16T11:34:50Z
115
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "iso", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-iso * source languages: fi * target languages: iso * OPUS readme: [fi-iso](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-iso/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-iso/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-iso/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-iso/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.iso | 26.0 | 0.439 |
Helsinki-NLP/opus-mt-fi-ilo
Helsinki-NLP
2023-08-16T11:34:48Z
109
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "ilo", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-ilo * source languages: fi * target languages: ilo * OPUS readme: [fi-ilo](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-ilo/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-ilo/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-ilo/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-ilo/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.ilo | 32.1 | 0.558 |
Helsinki-NLP/opus-mt-fi-ig
Helsinki-NLP
2023-08-16T11:34:47Z
109
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "ig", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-ig * source languages: fi * target languages: ig * OPUS readme: [fi-ig](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-ig/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-ig/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-ig/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-ig/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.ig | 28.5 | 0.456 |
Helsinki-NLP/opus-mt-fi-id
Helsinki-NLP
2023-08-16T11:34:45Z
113
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "id", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-id * source languages: fi * target languages: id * OPUS readme: [fi-id](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-id/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-id/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-id/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-id/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.id | 33.8 | 0.565 |
Helsinki-NLP/opus-mt-fi-hu
Helsinki-NLP
2023-08-16T11:34:44Z
117
2
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "hu", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-hu * source languages: fi * target languages: hu * OPUS readme: [fi-hu](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-hu/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-hu/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-hu/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-hu/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.fi.hu | 50.4 | 0.705 |
Helsinki-NLP/opus-mt-fi-hr
Helsinki-NLP
2023-08-16T11:34:42Z
110
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "hr", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-hr * source languages: fi * target languages: hr * OPUS readme: [fi-hr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-hr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-hr/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-hr/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-hr/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.hr | 23.5 | 0.476 |
Helsinki-NLP/opus-mt-fi-ho
Helsinki-NLP
2023-08-16T11:34:41Z
130
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "ho", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-ho * source languages: fi * target languages: ho * OPUS readme: [fi-ho](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-ho/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-ho/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-ho/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-ho/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.ho | 25.7 | 0.496 |
Helsinki-NLP/opus-mt-fi-hil
Helsinki-NLP
2023-08-16T11:34:40Z
113
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "hil", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-hil * source languages: fi * target languages: hil * OPUS readme: [fi-hil](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-hil/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/fi-hil/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-hil/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-hil/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.hil | 38.7 | 0.610 |
Helsinki-NLP/opus-mt-fi-gaa
Helsinki-NLP
2023-08-16T11:34:35Z
116
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "gaa", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-gaa * source languages: fi * target languages: gaa * OPUS readme: [fi-gaa](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-gaa/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-gaa/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-gaa/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-gaa/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.gaa | 30.5 | 0.514 |
Helsinki-NLP/opus-mt-fi-fr
Helsinki-NLP
2023-08-16T11:34:32Z
282
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "fr", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-fr * source languages: fi * target languages: fr * OPUS readme: [fi-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-02-26.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-fr/opus-2020-02-26.zip) * test set translations: [opus-2020-02-26.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-fr/opus-2020-02-26.test.txt) * test set scores: [opus-2020-02-26.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-fr/opus-2020-02-26.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.fi.fr | 50.7 | 0.670 |
Helsinki-NLP/opus-mt-fi-fj
Helsinki-NLP
2023-08-16T11:34:31Z
109
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "fj", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-fj * source languages: fi * target languages: fj * OPUS readme: [fi-fj](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-fj/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-fj/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-fj/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-fj/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.fj | 26.6 | 0.500 |
Helsinki-NLP/opus-mt-fi-fi
Helsinki-NLP
2023-08-16T11:34:30Z
112
1
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-fi * source languages: fi * target languages: fi * OPUS readme: [fi-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-fi/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-fi/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-fi/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-fi/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.fi.fi | 23.3 | 0.554 |
Helsinki-NLP/opus-mt-fi-et
Helsinki-NLP
2023-08-16T11:34:29Z
120
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "et", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-et * source languages: fi * target languages: et * OPUS readme: [fi-et](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-et/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-et/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-et/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-et/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.et | 25.2 | 0.519 |
Helsinki-NLP/opus-mt-fi-es
Helsinki-NLP
2023-08-16T11:34:28Z
189
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "es", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-es * source languages: fi * target languages: es * OPUS readme: [fi-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-04-12.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-es/opus-2020-04-12.zip) * test set translations: [opus-2020-04-12.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-es/opus-2020-04-12.test.txt) * test set scores: [opus-2020-04-12.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-es/opus-2020-04-12.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.fi.es | 51.5 | 0.700 |
Helsinki-NLP/opus-mt-fi-eo
Helsinki-NLP
2023-08-16T11:34:27Z
110
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "eo", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- language: - fi - eo tags: - translation license: apache-2.0 --- ### fin-epo * source group: Finnish * target group: Esperanto * OPUS readme: [fin-epo](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fin-epo/README.md) * model: transformer-align * source language(s): fin * target language(s): epo * model: transformer-align * pre-processing: normalization + SentencePiece (spm4k,spm4k) * download original weights: [opus-2020-06-16.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/fin-epo/opus-2020-06-16.zip) * test set translations: [opus-2020-06-16.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/fin-epo/opus-2020-06-16.test.txt) * test set scores: [opus-2020-06-16.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/fin-epo/opus-2020-06-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.fin.epo | 22.5 | 0.413 | ### System Info: - hf_name: fin-epo - source_languages: fin - target_languages: epo - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fin-epo/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['fi', 'eo'] - src_constituents: {'fin'} - tgt_constituents: {'epo'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm4k,spm4k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/fin-epo/opus-2020-06-16.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/fin-epo/opus-2020-06-16.test.txt - src_alpha3: fin - tgt_alpha3: epo - short_pair: fi-eo - chrF2_score: 0.413 - bleu: 22.5 - brevity_penalty: 0.9490000000000001 - ref_len: 18881.0 - src_name: Finnish - tgt_name: Esperanto - train_date: 2020-06-16 - src_alpha2: fi - tgt_alpha2: eo - prefer_old: False - long_pair: fin-epo - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-fi-el
Helsinki-NLP
2023-08-16T11:34:25Z
121
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "el", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-el * source languages: fi * target languages: el * OPUS readme: [fi-el](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-el/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-el/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-el/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-el/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.el | 27.1 | 0.490 |
Helsinki-NLP/opus-mt-fi-ee
Helsinki-NLP
2023-08-16T11:34:23Z
104
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "ee", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-ee * source languages: fi * target languages: ee * OPUS readme: [fi-ee](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-ee/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-ee/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-ee/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-ee/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.ee | 28.0 | 0.500 |
Helsinki-NLP/opus-mt-fi-cs
Helsinki-NLP
2023-08-16T11:34:21Z
155
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "cs", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-cs * source languages: fi * target languages: cs * OPUS readme: [fi-cs](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-cs/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-cs/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-cs/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-cs/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.cs | 25.0 | 0.470 |
Helsinki-NLP/opus-mt-fi-bg
Helsinki-NLP
2023-08-16T11:34:16Z
112
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "bg", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-bg * source languages: fi * target languages: bg * OPUS readme: [fi-bg](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-bg/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-bg/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-bg/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-bg/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.bg | 27.8 | 0.502 |
Helsinki-NLP/opus-mt-fi-bem
Helsinki-NLP
2023-08-16T11:34:15Z
107
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "bem", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-bem * source languages: fi * target languages: bem * OPUS readme: [fi-bem](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-bem/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-bem/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-bem/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-bem/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.bem | 21.4 | 0.465 |
Helsinki-NLP/opus-mt-fi-bcl
Helsinki-NLP
2023-08-16T11:34:13Z
115
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "bcl", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-bcl * source languages: fi * target languages: bcl * OPUS readme: [fi-bcl](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-bcl/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-bcl/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-bcl/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-bcl/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.bcl | 38.4 | 0.604 |
Helsinki-NLP/opus-mt-fi-af
Helsinki-NLP
2023-08-16T11:34:12Z
110
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "af", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-af * source languages: fi * target languages: af * OPUS readme: [fi-af](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-af/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-af/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-af/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-af/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.af | 39.3 | 0.588 |
Helsinki-NLP/opus-mt-fi-ZH
Helsinki-NLP
2023-08-16T11:34:10Z
163
1
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "zh", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-ZH * source languages: fi * target languages: cmn,cn,yue,ze_zh,zh_cn,zh_CN,zh_HK,zh_tw,zh_TW,zh_yue,zhs,zht,zh * OPUS readme: [fi-cmn+cn+yue+ze_zh+zh_cn+zh_CN+zh_HK+zh_tw+zh_TW+zh_yue+zhs+zht+zh](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-cmn+cn+yue+ze_zh+zh_cn+zh_CN+zh_HK+zh_tw+zh_TW+zh_yue+zhs+zht+zh/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID) * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-cmn+cn+yue+ze_zh+zh_cn+zh_CN+zh_HK+zh_tw+zh_TW+zh_yue+zhs+zht+zh/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-cmn+cn+yue+ze_zh+zh_cn+zh_CN+zh_HK+zh_tw+zh_TW+zh_yue+zhs+zht+zh/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-cmn+cn+yue+ze_zh+zh_cn+zh_CN+zh_HK+zh_tw+zh_TW+zh_yue+zhs+zht+zh/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | bible-uedin.fi.zh | 23.4 | 0.326 |
Helsinki-NLP/opus-mt-fi-NORWAY
Helsinki-NLP
2023-08-16T11:34:09Z
114
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "no", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-NORWAY * source languages: fi * target languages: nb_NO,nb,nn_NO,nn,nog,no_nb,no * OPUS readme: [fi-nb_NO+nb+nn_NO+nn+nog+no_nb+no](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-nb_NO+nb+nn_NO+nn+nog+no_nb+no/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID) * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-nb_NO+nb+nn_NO+nn+nog+no_nb+no/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-nb_NO+nb+nn_NO+nn+nog+no_nb+no/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-nb_NO+nb+nn_NO+nn+nog+no_nb+no/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.no | 34.2 | 0.545 |
Helsinki-NLP/opus-mt-euq-en
Helsinki-NLP
2023-08-16T11:34:08Z
113
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "euq", "en", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- language: - euq - en tags: - translation license: apache-2.0 --- ### euq-eng * source group: Basque (family) * target group: English * OPUS readme: [euq-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/euq-eng/README.md) * model: transformer * source language(s): eus * target language(s): eng * model: transformer * pre-processing: normalization + SentencePiece (spm12k,spm12k) * download original weights: [opus-2020-07-26.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/euq-eng/opus-2020-07-26.zip) * test set translations: [opus-2020-07-26.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/euq-eng/opus-2020-07-26.test.txt) * test set scores: [opus-2020-07-26.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/euq-eng/opus-2020-07-26.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.eus.eng | 41.5 | 0.594 | | Tatoeba-test.eus-eng.eus.eng | 41.5 | 0.594 | ### System Info: - hf_name: euq-eng - source_languages: euq - target_languages: eng - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/euq-eng/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['euq', 'en'] - src_constituents: {'eus'} - tgt_constituents: {'eng'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm12k,spm12k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/euq-eng/opus-2020-07-26.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/euq-eng/opus-2020-07-26.test.txt - src_alpha3: euq - tgt_alpha3: eng - short_pair: euq-en - chrF2_score: 0.594 - bleu: 41.5 - brevity_penalty: 0.9640000000000001 - ref_len: 8157.0 - src_name: Basque (family) - tgt_name: English - train_date: 2020-07-26 - src_alpha2: euq - tgt_alpha2: en - prefer_old: False - long_pair: euq-eng - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-et-ru
Helsinki-NLP
2023-08-16T11:34:01Z
125
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "et", "ru", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- language: - et - ru tags: - translation license: apache-2.0 --- ### est-rus * source group: Estonian * target group: Russian * OPUS readme: [est-rus](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/est-rus/README.md) * model: transformer-align * source language(s): est * target language(s): rus * model: transformer-align * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/est-rus/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/est-rus/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/est-rus/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.est.rus | 50.2 | 0.702 | ### System Info: - hf_name: est-rus - source_languages: est - target_languages: rus - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/est-rus/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['et', 'ru'] - src_constituents: {'est'} - tgt_constituents: {'rus'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/est-rus/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/est-rus/opus-2020-06-17.test.txt - src_alpha3: est - tgt_alpha3: rus - short_pair: et-ru - chrF2_score: 0.7020000000000001 - bleu: 50.2 - brevity_penalty: 0.988 - ref_len: 3569.0 - src_name: Estonian - tgt_name: Russian - train_date: 2020-06-17 - src_alpha2: et - tgt_alpha2: ru - prefer_old: False - long_pair: est-rus - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-et-fi
Helsinki-NLP
2023-08-16T11:33:59Z
118
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "et", "fi", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-et-fi * source languages: et * target languages: fi * OPUS readme: [et-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/et-fi/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/et-fi/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/et-fi/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/et-fi/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.et.fi | 26.6 | 0.546 |
Helsinki-NLP/opus-mt-et-es
Helsinki-NLP
2023-08-16T11:33:58Z
153
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "et", "es", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-et-es * source languages: et * target languages: es * OPUS readme: [et-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/et-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/et-es/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/et-es/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/et-es/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.et.es | 27.2 | 0.490 |
Helsinki-NLP/opus-mt-et-de
Helsinki-NLP
2023-08-16T11:33:56Z
321
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "et", "de", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-et-de * source languages: et * target languages: de * OPUS readme: [et-de](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/et-de/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/et-de/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/et-de/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/et-de/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.et.de | 22.4 | 0.474 |
Helsinki-NLP/opus-mt-es-zai
Helsinki-NLP
2023-08-16T11:33:55Z
116
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "zai", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-zai * source languages: es * target languages: zai * OPUS readme: [es-zai](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-zai/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/es-zai/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-zai/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-zai/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.es.zai | 20.8 | 0.426 |
Helsinki-NLP/opus-mt-es-yua
Helsinki-NLP
2023-08-16T11:33:54Z
108
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "yua", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-yua * source languages: es * target languages: yua * OPUS readme: [es-yua](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-yua/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/es-yua/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-yua/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-yua/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.es.yua | 23.6 | 0.471 |
Helsinki-NLP/opus-mt-es-war
Helsinki-NLP
2023-08-16T11:33:49Z
110
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "war", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-war * source languages: es * target languages: war * OPUS readme: [es-war](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-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/es-war/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-war/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-war/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.es.war | 31.7 | 0.530 |
Helsinki-NLP/opus-mt-es-vi
Helsinki-NLP
2023-08-16T11:33:48Z
127
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "vi", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- language: - es - vi tags: - translation license: apache-2.0 --- ### spa-vie * source group: Spanish * target group: Vietnamese * OPUS readme: [spa-vie](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/spa-vie/README.md) * model: transformer-align * source language(s): spa * target language(s): vie * model: transformer-align * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-vie/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-vie/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-vie/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.spa.vie | 33.1 | 0.508 | ### System Info: - hf_name: spa-vie - source_languages: spa - target_languages: vie - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/spa-vie/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['es', 'vi'] - src_constituents: {'spa'} - tgt_constituents: {'vie', 'vie_Hani'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/spa-vie/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/spa-vie/opus-2020-06-17.test.txt - src_alpha3: spa - tgt_alpha3: vie - short_pair: es-vi - chrF2_score: 0.508 - bleu: 33.1 - brevity_penalty: 0.98 - ref_len: 4654.0 - src_name: Spanish - tgt_name: Vietnamese - train_date: 2020-06-17 - src_alpha2: es - tgt_alpha2: vi - prefer_old: False - long_pair: spa-vie - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-es-tw
Helsinki-NLP
2023-08-16T11:33:42Z
114
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "tw", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-tw * source languages: es * target languages: tw * OPUS readme: [es-tw](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-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/es-tw/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-tw/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-tw/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.es.tw | 26.3 | 0.465 |
Helsinki-NLP/opus-mt-es-to
Helsinki-NLP
2023-08-16T11:33:39Z
108
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "to", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-to * source languages: es * target languages: to * OPUS readme: [es-to](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-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/es-to/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-to/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-to/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.es.to | 35.7 | 0.510 |
Helsinki-NLP/opus-mt-es-tn
Helsinki-NLP
2023-08-16T11:33:38Z
110
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "tn", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-tn * source languages: es * target languages: tn * OPUS readme: [es-tn](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-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/es-tn/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-tn/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-tn/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.es.tn | 32.2 | 0.528 |
Helsinki-NLP/opus-mt-es-tll
Helsinki-NLP
2023-08-16T11:33:37Z
109
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "tll", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-tll * source languages: es * target languages: tll * OPUS readme: [es-tll](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-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/es-tll/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-tll/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-tll/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.es.tll | 20.7 | 0.434 |
Helsinki-NLP/opus-mt-es-st
Helsinki-NLP
2023-08-16T11:33:33Z
106
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "st", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-st * source languages: es * target languages: st * OPUS readme: [es-st](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-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/es-st/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-st/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-st/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.es.st | 35.5 | 0.556 |
Helsinki-NLP/opus-mt-es-sl
Helsinki-NLP
2023-08-16T11:33:29Z
104
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "sl", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-sl * source languages: es * target languages: sl * OPUS readme: [es-sl](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-sl/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/es-sl/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-sl/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-sl/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.es.sl | 21.7 | 0.455 |
Helsinki-NLP/opus-mt-es-rw
Helsinki-NLP
2023-08-16T11:33:27Z
116
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "rw", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-rw * source languages: es * target languages: rw * OPUS readme: [es-rw](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-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/es-rw/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-rw/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-rw/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.es.rw | 22.6 | 0.472 |
Helsinki-NLP/opus-mt-es-prl
Helsinki-NLP
2023-08-16T11:33:22Z
114
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "prl", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-prl * source languages: es * target languages: prl * OPUS readme: [es-prl](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-prl/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/es-prl/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-prl/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-prl/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.es.prl | 92.2 | 0.950 |
Helsinki-NLP/opus-mt-es-pl
Helsinki-NLP
2023-08-16T11:33:20Z
347
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "pl", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-pl * source languages: es * target languages: pl * OPUS readme: [es-pl](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-pl/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/es-pl/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-pl/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-pl/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.es.pl | 44.6 | 0.649 |
Helsinki-NLP/opus-mt-es-pap
Helsinki-NLP
2023-08-16T11:33:18Z
121
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "pap", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-pap * source languages: es * target languages: pap * OPUS readme: [es-pap](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-pap/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/es-pap/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-pap/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-pap/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.es.pap | 28.2 | 0.486 |
Helsinki-NLP/opus-mt-es-pag
Helsinki-NLP
2023-08-16T11:33:16Z
118
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "pag", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-pag * source languages: es * target languages: pag * OPUS readme: [es-pag](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-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/es-pag/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-pag/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-pag/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.es.pag | 25.3 | 0.478 |
Helsinki-NLP/opus-mt-es-no
Helsinki-NLP
2023-08-16T11:33:13Z
160
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "no", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- language: - es - no tags: - translation license: apache-2.0 --- ### spa-nor * source group: Spanish * target group: Norwegian * OPUS readme: [spa-nor](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/spa-nor/README.md) * model: transformer-align * source language(s): spa * target language(s): nno nob * model: transformer-align * pre-processing: normalization + SentencePiece (spm12k,spm12k) * 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/spa-nor/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-nor/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-nor/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.spa.nor | 36.7 | 0.565 | ### System Info: - hf_name: spa-nor - source_languages: spa - target_languages: nor - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/spa-nor/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['es', 'no'] - src_constituents: {'spa'} - tgt_constituents: {'nob', 'nno'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm12k,spm12k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/spa-nor/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/spa-nor/opus-2020-06-17.test.txt - src_alpha3: spa - tgt_alpha3: nor - short_pair: es-no - chrF2_score: 0.565 - bleu: 36.7 - brevity_penalty: 0.99 - ref_len: 7217.0 - src_name: Spanish - tgt_name: Norwegian - train_date: 2020-06-17 - src_alpha2: es - tgt_alpha2: no - prefer_old: False - long_pair: spa-nor - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Nextcloud-AI/opus-mt-es-nl
Nextcloud-AI
2023-08-16T11:33:12Z
103
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2024-02-23T10:41:25Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-nl * source languages: es * target languages: nl * OPUS readme: [es-nl](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-nl/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/es-nl/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-nl/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-nl/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.es.nl | 50.6 | 0.681 |
Helsinki-NLP/opus-mt-es-nl
Helsinki-NLP
2023-08-16T11:33:12Z
194
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "nl", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-nl * source languages: es * target languages: nl * OPUS readme: [es-nl](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-nl/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/es-nl/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-nl/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-nl/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.es.nl | 50.6 | 0.681 |
Helsinki-NLP/opus-mt-es-mk
Helsinki-NLP
2023-08-16T11:33:08Z
125
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "mk", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- language: - es - mk tags: - translation license: apache-2.0 --- ### spa-mkd * source group: Spanish * target group: Macedonian * OPUS readme: [spa-mkd](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/spa-mkd/README.md) * model: transformer-align * source language(s): spa * target language(s): mkd * 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/spa-mkd/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-mkd/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-mkd/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.spa.mkd | 48.2 | 0.681 | ### System Info: - hf_name: spa-mkd - source_languages: spa - target_languages: mkd - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/spa-mkd/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['es', 'mk'] - src_constituents: {'spa'} - tgt_constituents: {'mkd'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/spa-mkd/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/spa-mkd/opus-2020-06-17.test.txt - src_alpha3: spa - tgt_alpha3: mkd - short_pair: es-mk - chrF2_score: 0.6809999999999999 - bleu: 48.2 - brevity_penalty: 1.0 - ref_len: 1073.0 - src_name: Spanish - tgt_name: Macedonian - train_date: 2020-06-17 - src_alpha2: es - tgt_alpha2: mk - prefer_old: False - long_pair: spa-mkd - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-es-lus
Helsinki-NLP
2023-08-16T11:33:06Z
121
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "lus", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-lus * source languages: es * target languages: lus * OPUS readme: [es-lus](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-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/es-lus/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-lus/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-lus/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.es.lus | 20.9 | 0.414 |
Helsinki-NLP/opus-mt-es-ln
Helsinki-NLP
2023-08-16T11:33:01Z
112
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "ln", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-ln * source languages: es * target languages: ln * OPUS readme: [es-ln](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-ln/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/es-ln/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-ln/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-ln/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.es.ln | 27.1 | 0.508 |
Nextcloud-AI/opus-mt-es-it
Nextcloud-AI
2023-08-16T11:32:59Z
110
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2024-02-23T10:41:18Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-it * source languages: es * target languages: it * OPUS readme: [es-it](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-it/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-29.zip](https://object.pouta.csc.fi/OPUS-MT-models/es-it/opus-2020-01-29.zip) * test set translations: [opus-2020-01-29.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-it/opus-2020-01-29.test.txt) * test set scores: [opus-2020-01-29.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-it/opus-2020-01-29.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.es.it | 55.9 | 0.751 |
Helsinki-NLP/opus-mt-es-is
Helsinki-NLP
2023-08-16T11:32:57Z
119
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "is", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- language: - es - is tags: - translation license: apache-2.0 --- ### spa-isl * source group: Spanish * target group: Icelandic * OPUS readme: [spa-isl](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/spa-isl/README.md) * model: transformer-align * source language(s): spa * target language(s): isl * model: transformer-align * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-isl/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-isl/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-isl/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.spa.isl | 27.1 | 0.528 | ### System Info: - hf_name: spa-isl - source_languages: spa - target_languages: isl - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/spa-isl/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['es', 'is'] - src_constituents: {'spa'} - tgt_constituents: {'isl'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/spa-isl/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/spa-isl/opus-2020-06-17.test.txt - src_alpha3: spa - tgt_alpha3: isl - short_pair: es-is - chrF2_score: 0.528 - bleu: 27.1 - brevity_penalty: 1.0 - ref_len: 1220.0 - src_name: Spanish - tgt_name: Icelandic - train_date: 2020-06-17 - src_alpha2: es - tgt_alpha2: is - prefer_old: False - long_pair: spa-isl - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-es-ig
Helsinki-NLP
2023-08-16T11:32:55Z
109
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "ig", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-ig * source languages: es * target languages: ig * OPUS readme: [es-ig](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-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/es-ig/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-ig/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-ig/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.es.ig | 27.0 | 0.434 |
Helsinki-NLP/opus-mt-es-hil
Helsinki-NLP
2023-08-16T11:32:49Z
114
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "hil", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-hil * source languages: es * target languages: hil * OPUS readme: [es-hil](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-hil/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/es-hil/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-hil/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-hil/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.es.hil | 35.8 | 0.584 |
Helsinki-NLP/opus-mt-es-he
Helsinki-NLP
2023-08-16T11:32:48Z
171
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "he", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- language: - es - he tags: - translation license: apache-2.0 --- ### es-he * source group: Spanish * target group: Hebrew * OPUS readme: [spa-heb](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/spa-heb/README.md) * model: transformer * source language(s): spa * target language(s): heb * model: transformer * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus-2020-12-10.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-heb/opus-2020-12-10.zip) * test set translations: [opus-2020-12-10.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-heb/opus-2020-12-10.test.txt) * test set scores: [opus-2020-12-10.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-heb/opus-2020-12-10.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.spa.heb | 43.6 | 0.636 | ### System Info: - hf_name: es-he - source_languages: spa - target_languages: heb - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/spa-heb/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['es', 'he'] - src_constituents: ('Spanish', {'spa'}) - tgt_constituents: ('Hebrew', {'heb'}) - src_multilingual: False - tgt_multilingual: False - long_pair: spa-heb - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/spa-heb/opus-2020-12-10.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/spa-heb/opus-2020-12-10.test.txt - src_alpha3: spa - tgt_alpha3: heb - chrF2_score: 0.636 - bleu: 43.6 - brevity_penalty: 0.992 - ref_len: 12112.0 - src_name: Spanish - tgt_name: Hebrew - train_date: 2020-12-10 00:00:00 - src_alpha2: es - tgt_alpha2: he - prefer_old: False - short_pair: es-he - helsinki_git_sha: b317f78a3ec8a556a481b6a53dc70dc11769ca96 - transformers_git_sha: 1310e1a758edc8e89ec363db76863c771fbeb1de - port_machine: LM0-400-22516.local - port_time: 2020-12-11-11:41
Helsinki-NLP/opus-mt-es-ha
Helsinki-NLP
2023-08-16T11:32:47Z
109
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "ha", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-ha * source languages: es * target languages: ha * OPUS readme: [es-ha](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-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/es-ha/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-ha/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-ha/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.es.ha | 20.6 | 0.421 |
Helsinki-NLP/opus-mt-es-gil
Helsinki-NLP
2023-08-16T11:32:44Z
120
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "gil", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-gil * source languages: es * target languages: gil * OPUS readme: [es-gil](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-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/es-gil/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-gil/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-gil/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.es.gil | 23.8 | 0.470 |
Helsinki-NLP/opus-mt-es-gaa
Helsinki-NLP
2023-08-16T11:32:43Z
118
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "gaa", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-gaa * source languages: es * target languages: gaa * OPUS readme: [es-gaa](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-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/es-gaa/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-gaa/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-gaa/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.es.gaa | 27.8 | 0.479 |
Helsinki-NLP/opus-mt-es-fr
Helsinki-NLP
2023-08-16T11:32:42Z
28,058
1
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "fr", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-fr * source languages: es * target languages: fr * OPUS readme: [es-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/es-fr/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-fr/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-fr/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | newssyscomb2009.es.fr | 33.6 | 0.610 | | news-test2008.es.fr | 32.0 | 0.585 | | newstest2009.es.fr | 32.5 | 0.590 | | newstest2010.es.fr | 35.0 | 0.615 | | newstest2011.es.fr | 33.9 | 0.607 | | newstest2012.es.fr | 32.4 | 0.602 | | newstest2013.es.fr | 32.1 | 0.593 | | Tatoeba.es.fr | 58.4 | 0.731 |
Nextcloud-AI/opus-mt-es-fr
Nextcloud-AI
2023-08-16T11:32:42Z
106
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2024-02-23T10:41:09Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-fr * source languages: es * target languages: fr * OPUS readme: [es-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-fr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-08.zip](https://object.pouta.csc.fi/OPUS-MT-models/es-fr/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-fr/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-fr/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | newssyscomb2009.es.fr | 33.6 | 0.610 | | news-test2008.es.fr | 32.0 | 0.585 | | newstest2009.es.fr | 32.5 | 0.590 | | newstest2010.es.fr | 35.0 | 0.615 | | newstest2011.es.fr | 33.9 | 0.607 | | newstest2012.es.fr | 32.4 | 0.602 | | newstest2013.es.fr | 32.1 | 0.593 | | Tatoeba.es.fr | 58.4 | 0.731 |
Helsinki-NLP/opus-mt-es-fj
Helsinki-NLP
2023-08-16T11:32:41Z
114
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "fj", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-fj * source languages: es * target languages: fj * OPUS readme: [es-fj](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-fj/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/es-fj/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-fj/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-fj/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.es.fj | 24.8 | 0.472 |
Helsinki-NLP/opus-mt-es-eo
Helsinki-NLP
2023-08-16T11:32:35Z
115
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "eo", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-eo * source languages: es * target languages: eo * OPUS readme: [es-eo](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-eo/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/es-eo/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-eo/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-eo/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.es.eo | 44.7 | 0.657 |
Helsinki-NLP/opus-mt-es-en
Helsinki-NLP
2023-08-16T11:32:34Z
2,014,228
68
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "en", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- language: - es - en tags: - translation license: apache-2.0 --- ### spa-eng * source group: Spanish * target group: English * OPUS readme: [spa-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/spa-eng/README.md) * model: transformer * source language(s): spa * target language(s): eng * model: transformer * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus-2020-08-18.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-eng/opus-2020-08-18.zip) * test set translations: [opus-2020-08-18.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-eng/opus-2020-08-18.test.txt) * test set scores: [opus-2020-08-18.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-eng/opus-2020-08-18.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | newssyscomb2009-spaeng.spa.eng | 30.6 | 0.570 | | news-test2008-spaeng.spa.eng | 27.9 | 0.553 | | newstest2009-spaeng.spa.eng | 30.4 | 0.572 | | newstest2010-spaeng.spa.eng | 36.1 | 0.614 | | newstest2011-spaeng.spa.eng | 34.2 | 0.599 | | newstest2012-spaeng.spa.eng | 37.9 | 0.624 | | newstest2013-spaeng.spa.eng | 35.3 | 0.609 | | Tatoeba-test.spa.eng | 59.6 | 0.739 | ### System Info: - hf_name: spa-eng - source_languages: spa - target_languages: eng - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/spa-eng/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['es', 'en'] - src_constituents: {'spa'} - tgt_constituents: {'eng'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/spa-eng/opus-2020-08-18.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/spa-eng/opus-2020-08-18.test.txt - src_alpha3: spa - tgt_alpha3: eng - short_pair: es-en - chrF2_score: 0.7390000000000001 - bleu: 59.6 - brevity_penalty: 0.9740000000000001 - ref_len: 79376.0 - src_name: Spanish - tgt_name: English - train_date: 2020-08-18 00:00:00 - src_alpha2: es - tgt_alpha2: en - prefer_old: False - long_pair: spa-eng - helsinki_git_sha: d2f0910c89026c34a44e331e785dec1e0faa7b82 - transformers_git_sha: f7af09b4524b784d67ae8526f0e2fcc6f5ed0de9 - port_machine: brutasse - port_time: 2020-08-24-18:20
Nextcloud-AI/opus-mt-es-en
Nextcloud-AI
2023-08-16T11:32:34Z
103
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "en", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2024-02-23T10:40:49Z
--- language: - es - en tags: - translation license: apache-2.0 --- ### spa-eng * source group: Spanish * target group: English * OPUS readme: [spa-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/spa-eng/README.md) * model: transformer * source language(s): spa * target language(s): eng * model: transformer * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus-2020-08-18.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-eng/opus-2020-08-18.zip) * test set translations: [opus-2020-08-18.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-eng/opus-2020-08-18.test.txt) * test set scores: [opus-2020-08-18.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-eng/opus-2020-08-18.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | newssyscomb2009-spaeng.spa.eng | 30.6 | 0.570 | | news-test2008-spaeng.spa.eng | 27.9 | 0.553 | | newstest2009-spaeng.spa.eng | 30.4 | 0.572 | | newstest2010-spaeng.spa.eng | 36.1 | 0.614 | | newstest2011-spaeng.spa.eng | 34.2 | 0.599 | | newstest2012-spaeng.spa.eng | 37.9 | 0.624 | | newstest2013-spaeng.spa.eng | 35.3 | 0.609 | | Tatoeba-test.spa.eng | 59.6 | 0.739 | ### System Info: - hf_name: spa-eng - source_languages: spa - target_languages: eng - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/spa-eng/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['es', 'en'] - src_constituents: {'spa'} - tgt_constituents: {'eng'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/spa-eng/opus-2020-08-18.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/spa-eng/opus-2020-08-18.test.txt - src_alpha3: spa - tgt_alpha3: eng - short_pair: es-en - chrF2_score: 0.7390000000000001 - bleu: 59.6 - brevity_penalty: 0.9740000000000001 - ref_len: 79376.0 - src_name: Spanish - tgt_name: English - train_date: 2020-08-18 00:00:00 - src_alpha2: es - tgt_alpha2: en - prefer_old: False - long_pair: spa-eng - helsinki_git_sha: d2f0910c89026c34a44e331e785dec1e0faa7b82 - transformers_git_sha: f7af09b4524b784d67ae8526f0e2fcc6f5ed0de9 - port_machine: brutasse - port_time: 2020-08-24-18:20
Helsinki-NLP/opus-mt-es-el
Helsinki-NLP
2023-08-16T11:32:33Z
124
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "el", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-el * source languages: es * target languages: el * OPUS readme: [es-el](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-el/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-29.zip](https://object.pouta.csc.fi/OPUS-MT-models/es-el/opus-2020-01-29.zip) * test set translations: [opus-2020-01-29.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-el/opus-2020-01-29.test.txt) * test set scores: [opus-2020-01-29.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-el/opus-2020-01-29.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.es.el | 48.6 | 0.661 |
Helsinki-NLP/opus-mt-es-ee
Helsinki-NLP
2023-08-16T11:32:30Z
113
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "ee", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-ee * source languages: es * target languages: ee * OPUS readme: [es-ee](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-ee/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/es-ee/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-ee/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-ee/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.es.ee | 25.6 | 0.470 |
Nextcloud-AI/opus-mt-es-de
Nextcloud-AI
2023-08-16T11:32:29Z
110
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2024-02-23T10:40:41Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-de * source languages: es * target languages: de * OPUS readme: [es-de](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-de/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/es-de/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-de/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-de/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.es.de | 50.0 | 0.683 |
Helsinki-NLP/opus-mt-es-da
Helsinki-NLP
2023-08-16T11:32:28Z
172
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "da", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-da * source languages: es * target languages: da * OPUS readme: [es-da](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-da/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/es-da/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-da/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-da/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.es.da | 55.7 | 0.712 |
Helsinki-NLP/opus-mt-es-cs
Helsinki-NLP
2023-08-16T11:32:24Z
172
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "cs", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-cs * source languages: es * target languages: cs * OPUS readme: [es-cs](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-cs/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/es-cs/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-cs/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-cs/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.es.cs | 46.4 | 0.655 |
Helsinki-NLP/opus-mt-es-crs
Helsinki-NLP
2023-08-16T11:32:23Z
114
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "crs", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-crs * source languages: es * target languages: crs * OPUS readme: [es-crs](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-crs/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/es-crs/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-crs/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-crs/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.es.crs | 26.4 | 0.453 |
Helsinki-NLP/opus-mt-es-ca
Helsinki-NLP
2023-08-16T11:32:21Z
487
1
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "ca", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- language: - es - ca tags: - translation license: apache-2.0 --- ### spa-cat * source group: Spanish * target group: Catalan * OPUS readme: [spa-cat](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/spa-cat/README.md) * model: transformer-align * source language(s): spa * target language(s): cat * 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/spa-cat/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-cat/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-cat/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.spa.cat | 68.9 | 0.832 | ### System Info: - hf_name: spa-cat - source_languages: spa - target_languages: cat - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/spa-cat/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['es', 'ca'] - src_constituents: {'spa'} - tgt_constituents: {'cat'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/spa-cat/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/spa-cat/opus-2020-06-17.test.txt - src_alpha3: spa - tgt_alpha3: cat - short_pair: es-ca - chrF2_score: 0.8320000000000001 - bleu: 68.9 - brevity_penalty: 1.0 - ref_len: 12343.0 - src_name: Spanish - tgt_name: Catalan - train_date: 2020-06-17 - src_alpha2: es - tgt_alpha2: ca - prefer_old: False - long_pair: spa-cat - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-es-bzs
Helsinki-NLP
2023-08-16T11:32:20Z
111
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "bzs", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-bzs * source languages: es * target languages: bzs * OPUS readme: [es-bzs](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-bzs/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/es-bzs/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-bzs/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-bzs/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.es.bzs | 26.4 | 0.451 |
Helsinki-NLP/opus-mt-es-bi
Helsinki-NLP
2023-08-16T11:32:19Z
117
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "bi", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-bi * source languages: es * target languages: bi * OPUS readme: [es-bi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-bi/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/es-bi/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-bi/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-bi/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.es.bi | 28.0 | 0.473 |
Helsinki-NLP/opus-mt-es-ber
Helsinki-NLP
2023-08-16T11:32:17Z
115
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "ber", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-ber * source languages: es * target languages: ber * OPUS readme: [es-ber](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-ber/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/es-ber/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-ber/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-ber/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.es.ber | 21.8 | 0.444 |
Helsinki-NLP/opus-mt-es-bcl
Helsinki-NLP
2023-08-16T11:32:16Z
116
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "bcl", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-bcl * source languages: es * target languages: bcl * OPUS readme: [es-bcl](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-bcl/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/es-bcl/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-bcl/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-bcl/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.es.bcl | 37.1 | 0.586 |
Helsinki-NLP/opus-mt-es-ase
Helsinki-NLP
2023-08-16T11:32:14Z
116
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "ase", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-ase * source languages: es * target languages: ase * OPUS readme: [es-ase](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-ase/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/es-ase/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-ase/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-ase/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.es.ase | 31.5 | 0.488 |
Helsinki-NLP/opus-mt-es-ar
Helsinki-NLP
2023-08-16T11:32:13Z
650
1
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "ar", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- language: - es - ar tags: - translation license: apache-2.0 --- ### spa-ara * source group: Spanish * target group: Arabic * OPUS readme: [spa-ara](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/spa-ara/README.md) * model: transformer * source language(s): spa * target language(s): apc apc_Latn ara arq * model: transformer * pre-processing: normalization + SentencePiece (spm32k,spm32k) * a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID) * download original weights: [opus-2020-07-03.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-ara/opus-2020-07-03.zip) * test set translations: [opus-2020-07-03.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-ara/opus-2020-07-03.test.txt) * test set scores: [opus-2020-07-03.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-ara/opus-2020-07-03.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.spa.ara | 20.0 | 0.517 | ### System Info: - hf_name: spa-ara - source_languages: spa - target_languages: ara - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/spa-ara/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['es', 'ar'] - src_constituents: {'spa'} - tgt_constituents: {'apc', 'ara', 'arq_Latn', 'arq', 'afb', 'ara_Latn', 'apc_Latn', 'arz'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/spa-ara/opus-2020-07-03.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/spa-ara/opus-2020-07-03.test.txt - src_alpha3: spa - tgt_alpha3: ara - short_pair: es-ar - chrF2_score: 0.517 - bleu: 20.0 - brevity_penalty: 0.9390000000000001 - ref_len: 7547.0 - src_name: Spanish - tgt_name: Arabic - train_date: 2020-07-03 - src_alpha2: es - tgt_alpha2: ar - prefer_old: False - long_pair: spa-ara - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Nextcloud-AI/opus-mt-es-ar
Nextcloud-AI
2023-08-16T11:32:13Z
103
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "ar", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2024-02-23T10:40:33Z
--- language: - es - ar tags: - translation license: apache-2.0 --- ### spa-ara * source group: Spanish * target group: Arabic * OPUS readme: [spa-ara](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/spa-ara/README.md) * model: transformer * source language(s): spa * target language(s): apc apc_Latn ara arq * model: transformer * pre-processing: normalization + SentencePiece (spm32k,spm32k) * a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID) * download original weights: [opus-2020-07-03.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-ara/opus-2020-07-03.zip) * test set translations: [opus-2020-07-03.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-ara/opus-2020-07-03.test.txt) * test set scores: [opus-2020-07-03.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-ara/opus-2020-07-03.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.spa.ara | 20.0 | 0.517 | ### System Info: - hf_name: spa-ara - source_languages: spa - target_languages: ara - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/spa-ara/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['es', 'ar'] - src_constituents: {'spa'} - tgt_constituents: {'apc', 'ara', 'arq_Latn', 'arq', 'afb', 'ara_Latn', 'apc_Latn', 'arz'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/spa-ara/opus-2020-07-03.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/spa-ara/opus-2020-07-03.test.txt - src_alpha3: spa - tgt_alpha3: ara - short_pair: es-ar - chrF2_score: 0.517 - bleu: 20.0 - brevity_penalty: 0.9390000000000001 - ref_len: 7547.0 - src_name: Spanish - tgt_name: Arabic - train_date: 2020-07-03 - src_alpha2: es - tgt_alpha2: ar - prefer_old: False - long_pair: spa-ara - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-es-af
Helsinki-NLP
2023-08-16T11:32:12Z
127
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "af", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- language: - es - af tags: - translation license: apache-2.0 --- ### spa-afr * source group: Spanish * target group: Afrikaans * OPUS readme: [spa-afr](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/spa-afr/README.md) * model: transformer-align * source language(s): spa * target language(s): afr * model: transformer-align * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-afr/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-afr/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/spa-afr/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.spa.afr | 55.0 | 0.718 | ### System Info: - hf_name: spa-afr - source_languages: spa - target_languages: afr - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/spa-afr/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['es', 'af'] - src_constituents: {'spa'} - tgt_constituents: {'afr'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/spa-afr/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/spa-afr/opus-2020-06-17.test.txt - src_alpha3: spa - tgt_alpha3: afr - short_pair: es-af - chrF2_score: 0.718 - bleu: 55.0 - brevity_penalty: 0.9740000000000001 - ref_len: 3044.0 - src_name: Spanish - tgt_name: Afrikaans - train_date: 2020-06-17 - src_alpha2: es - tgt_alpha2: af - prefer_old: False - long_pair: spa-afr - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-es-aed
Helsinki-NLP
2023-08-16T11:32:11Z
112
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "es", "aed", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-es-aed * source languages: es * target languages: aed * OPUS readme: [es-aed](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/es-aed/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/es-aed/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-aed/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/es-aed/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.es.aed | 89.2 | 0.915 |