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2020-02-15 11:33:14
2025-09-12 06:31:37
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Helsinki-NLP/opus-mt-fr-tn
Helsinki-NLP
2023-08-16T11:37:24Z
119
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "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-fr-tn * source languages: fr * target languages: tn * OPUS readme: [fr-tn](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-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/fr-tn/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-tn/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-tn/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fr.tn | 33.1 | 0.525 |
Helsinki-NLP/opus-mt-fr-tl
Helsinki-NLP
2023-08-16T11:37:22Z
130
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "tl", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- language: - fr - tl tags: - translation license: apache-2.0 --- ### fra-tgl * source group: French * target group: Tagalog * OPUS readme: [fra-tgl](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fra-tgl/README.md) * model: transformer-align * source language(s): fra * target language(s): tgl_Latn * model: transformer-align * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/fra-tgl/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/fra-tgl/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/fra-tgl/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.fra.tgl | 24.1 | 0.536 | ### System Info: - hf_name: fra-tgl - source_languages: fra - target_languages: tgl - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fra-tgl/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['fr', 'tl'] - src_constituents: {'fra'} - tgt_constituents: {'tgl_Latn'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/fra-tgl/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/fra-tgl/opus-2020-06-17.test.txt - src_alpha3: fra - tgt_alpha3: tgl - short_pair: fr-tl - chrF2_score: 0.536 - bleu: 24.1 - brevity_penalty: 1.0 - ref_len: 5778.0 - src_name: French - tgt_name: Tagalog - train_date: 2020-06-17 - src_alpha2: fr - tgt_alpha2: tl - prefer_old: False - long_pair: fra-tgl - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-fr-swc
Helsinki-NLP
2023-08-16T11:37:20Z
114
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "swc", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fr-swc * source languages: fr * target languages: swc * OPUS readme: [fr-swc](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-swc/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-swc/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-swc/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-swc/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fr.swc | 28.2 | 0.499 |
Nextcloud-AI/opus-mt-fr-sv
Nextcloud-AI
2023-08-16T11:37:19Z
103
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2024-02-23T10:43:25Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fr-sv * source languages: fr * target languages: sv * OPUS readme: [fr-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-sv/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-24.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-sv/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-sv/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-sv/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.fr.sv | 60.1 | 0.744 |
Helsinki-NLP/opus-mt-fr-sv
Helsinki-NLP
2023-08-16T11:37:19Z
240
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "sv", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fr-sv * source languages: fr * target languages: sv * OPUS readme: [fr-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-sv/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-24.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-sv/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-sv/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-sv/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.fr.sv | 60.1 | 0.744 |
Helsinki-NLP/opus-mt-fr-srn
Helsinki-NLP
2023-08-16T11:37:17Z
110
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "srn", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fr-srn * source languages: fr * target languages: srn * OPUS readme: [fr-srn](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-srn/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-srn/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-srn/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-srn/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fr.srn | 27.4 | 0.459 |
Helsinki-NLP/opus-mt-fr-sn
Helsinki-NLP
2023-08-16T11:37:16Z
113
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "sn", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fr-sn * source languages: fr * target languages: sn * OPUS readme: [fr-sn](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-sn/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-sn/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-sn/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-sn/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fr.sn | 23.4 | 0.507 |
Helsinki-NLP/opus-mt-fr-sm
Helsinki-NLP
2023-08-16T11:37:15Z
109
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "sm", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fr-sm * source languages: fr * target languages: sm * OPUS readme: [fr-sm](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-sm/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/fr-sm/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-sm/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-sm/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fr.sm | 28.8 | 0.474 |
Helsinki-NLP/opus-mt-fr-sl
Helsinki-NLP
2023-08-16T11:37:14Z
127
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "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-fr-sl * source languages: fr * target languages: sl * OPUS readme: [fr-sl](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-sl/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-sl/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-sl/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-sl/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fr.sl | 20.1 | 0.433 |
Helsinki-NLP/opus-mt-fr-rw
Helsinki-NLP
2023-08-16T11:37:11Z
136
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "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-fr-rw * source languages: fr * target languages: rw * OPUS readme: [fr-rw](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-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/fr-rw/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-rw/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-rw/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fr.rw | 25.5 | 0.483 |
Helsinki-NLP/opus-mt-fr-ru
Helsinki-NLP
2023-08-16T11:37:08Z
456
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "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-fr-ru * source languages: fr * target languages: ru * OPUS readme: [fr-ru](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-ru/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-24.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-ru/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-ru/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-ru/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.fr.ru | 37.9 | 0.585 |
Helsinki-NLP/opus-mt-fr-rnd
Helsinki-NLP
2023-08-16T11:37:06Z
108
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "rnd", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fr-rnd * source languages: fr * target languages: rnd * OPUS readme: [fr-rnd](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-rnd/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-rnd/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-rnd/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-rnd/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fr.rnd | 21.8 | 0.431 |
Helsinki-NLP/opus-mt-fr-pis
Helsinki-NLP
2023-08-16T11:37:03Z
115
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "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-fr-pis * source languages: fr * target languages: pis * OPUS readme: [fr-pis](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-pis/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-pis/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-pis/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-pis/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fr.pis | 29.0 | 0.486 |
Helsinki-NLP/opus-mt-fr-no
Helsinki-NLP
2023-08-16T11:36:57Z
148
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "no", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- language: - fr - no tags: - translation license: apache-2.0 --- ### fra-nor * source group: French * target group: Norwegian * OPUS readme: [fra-nor](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fra-nor/README.md) * model: transformer-align * source language(s): fra * 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/fra-nor/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/fra-nor/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/fra-nor/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.fra.nor | 36.1 | 0.555 | ### System Info: - hf_name: fra-nor - source_languages: fra - target_languages: nor - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fra-nor/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['fr', 'no'] - src_constituents: {'fra'} - 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/fra-nor/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/fra-nor/opus-2020-06-17.test.txt - src_alpha3: fra - tgt_alpha3: nor - short_pair: fr-no - chrF2_score: 0.555 - bleu: 36.1 - brevity_penalty: 0.981 - ref_len: 3089.0 - src_name: French - tgt_name: Norwegian - train_date: 2020-06-17 - src_alpha2: fr - tgt_alpha2: no - prefer_old: False - long_pair: fra-nor - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-fr-niu
Helsinki-NLP
2023-08-16T11:36:56Z
114
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "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-fr-niu * source languages: fr * target languages: niu * OPUS readme: [fr-niu](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-niu/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-niu/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-niu/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-niu/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fr.niu | 34.5 | 0.537 |
Helsinki-NLP/opus-mt-fr-mt
Helsinki-NLP
2023-08-16T11:36:55Z
111
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "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-fr-mt * source languages: fr * target languages: mt * OPUS readme: [fr-mt](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-mt/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-mt/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-mt/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-mt/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fr.mt | 28.7 | 0.466 |
Helsinki-NLP/opus-mt-fr-ms
Helsinki-NLP
2023-08-16T11:36:54Z
123
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "ms", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- language: - fr - ms tags: - translation license: apache-2.0 --- ### fra-msa * source group: French * target group: Malay (macrolanguage) * OPUS readme: [fra-msa](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fra-msa/README.md) * model: transformer-align * source language(s): fra * target language(s): ind zsm_Latn * model: transformer-align * pre-processing: normalization + SentencePiece (spm32k,spm32k) * a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID) * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/fra-msa/opus-2020-06-17.zip) * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/fra-msa/opus-2020-06-17.test.txt) * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/fra-msa/opus-2020-06-17.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.fra.msa | 35.3 | 0.617 | ### System Info: - hf_name: fra-msa - source_languages: fra - target_languages: msa - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fra-msa/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['fr', 'ms'] - src_constituents: {'fra'} - tgt_constituents: {'zsm_Latn', 'ind', 'max_Latn', 'zlm_Latn', 'min'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/fra-msa/opus-2020-06-17.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/fra-msa/opus-2020-06-17.test.txt - src_alpha3: fra - tgt_alpha3: msa - short_pair: fr-ms - chrF2_score: 0.617 - bleu: 35.3 - brevity_penalty: 0.978 - ref_len: 6696.0 - src_name: French - tgt_name: Malay (macrolanguage) - train_date: 2020-06-17 - src_alpha2: fr - tgt_alpha2: ms - prefer_old: False - long_pair: fra-msa - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-fr-mfe
Helsinki-NLP
2023-08-16T11:36:51Z
107
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "mfe", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fr-mfe * source languages: fr * target languages: mfe * OPUS readme: [fr-mfe](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-mfe/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/fr-mfe/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-mfe/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-mfe/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fr.mfe | 26.1 | 0.451 |
Helsinki-NLP/opus-mt-fr-lus
Helsinki-NLP
2023-08-16T11:36:49Z
124
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "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-fr-lus * source languages: fr * target languages: lus * OPUS readme: [fr-lus](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-lus/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-lus/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-lus/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-lus/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fr.lus | 25.5 | 0.455 |
SUPERSOKOL/bert-finetuned-ner
SUPERSOKOL
2023-08-16T11:36:47Z
106
0
transformers
[ "transformers", "pytorch", "tensorboard", "bert", "token-classification", "generated_from_trainer", "dataset:conll2003", "license:apache-2.0", "model-index", "autotrain_compatible", "endpoints_compatible", "region:us" ]
token-classification
2023-08-16T11:20:02Z
--- license: apache-2.0 tags: - generated_from_trainer datasets: - conll2003 metrics: - precision - recall - f1 - accuracy model-index: - name: bert-finetuned-ner results: - task: name: Token Classification type: token-classification dataset: name: conll2003 type: conll2003 config: conll2003 split: validation args: conll2003 metrics: - name: Precision type: precision value: 0.9304433822317455 - name: Recall type: recall value: 0.9500168293503871 - name: F1 type: f1 value: 0.9401282371554668 - name: Accuracy type: accuracy value: 0.9864013657502796 --- <!-- This model card has been generated automatically according to the information the Trainer had access to. You should probably proofread and complete it, then remove this comment. --> # bert-finetuned-ner This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on the conll2003 dataset. It achieves the following results on the evaluation set: - Loss: 0.0603 - Precision: 0.9304 - Recall: 0.9500 - F1: 0.9401 - Accuracy: 0.9864 ## Model description More information needed ## Intended uses & limitations More information needed ## Training and evaluation data More information needed ## Training procedure ### Training hyperparameters The following hyperparameters were used during training: - learning_rate: 2e-05 - train_batch_size: 8 - eval_batch_size: 8 - seed: 42 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 - lr_scheduler_type: linear - num_epochs: 3 ### Training results | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy | |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:| | 0.0865 | 1.0 | 1756 | 0.0607 | 0.9192 | 0.9398 | 0.9294 | 0.9836 | | 0.0365 | 2.0 | 3512 | 0.0610 | 0.9285 | 0.9487 | 0.9385 | 0.9856 | | 0.0188 | 3.0 | 5268 | 0.0603 | 0.9304 | 0.9500 | 0.9401 | 0.9864 | ### Framework versions - Transformers 4.30.2 - Pytorch 1.13.1+cu117 - Datasets 2.13.1 - Tokenizers 0.13.3
Helsinki-NLP/opus-mt-fr-loz
Helsinki-NLP
2023-08-16T11:36:44Z
125
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "loz", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fr-loz * source languages: fr * target languages: loz * OPUS readme: [fr-loz](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-loz/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-loz/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-loz/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-loz/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fr.loz | 30.0 | 0.498 |
Helsinki-NLP/opus-mt-fr-lg
Helsinki-NLP
2023-08-16T11:36:42Z
111
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "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-fr-lg * source languages: fr * target languages: lg * OPUS readme: [fr-lg](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-lg/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-lg/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-lg/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-lg/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fr.lg | 21.7 | 0.454 |
Helsinki-NLP/opus-mt-fr-kqn
Helsinki-NLP
2023-08-16T11:36:40Z
117
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "kqn", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fr-kqn * source languages: fr * target languages: kqn * OPUS readme: [fr-kqn](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-kqn/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-kqn/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-kqn/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-kqn/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fr.kqn | 23.3 | 0.469 |
Helsinki-NLP/opus-mt-fr-iso
Helsinki-NLP
2023-08-16T11:36:38Z
117
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "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-fr-iso * source languages: fr * target languages: iso * OPUS readme: [fr-iso](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-iso/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-iso/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-iso/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-iso/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fr.iso | 26.7 | 0.429 |
Helsinki-NLP/opus-mt-fr-id
Helsinki-NLP
2023-08-16T11:36:35Z
186
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "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-fr-id * source languages: fr * target languages: id * OPUS readme: [fr-id](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-id/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-id/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-id/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-id/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.fr.id | 37.2 | 0.636 |
Helsinki-NLP/opus-mt-fr-ht
Helsinki-NLP
2023-08-16T11:36:33Z
109
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "ht", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fr-ht * source languages: fr * target languages: ht * OPUS readme: [fr-ht](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-ht/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-ht/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-ht/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-ht/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fr.ht | 29.2 | 0.461 |
Helsinki-NLP/opus-mt-fr-hr
Helsinki-NLP
2023-08-16T11:36:32Z
115
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "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-fr-hr * source languages: fr * target languages: hr * OPUS readme: [fr-hr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-hr/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-16.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-hr/opus-2020-01-16.zip) * test set translations: [opus-2020-01-16.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-hr/opus-2020-01-16.test.txt) * test set scores: [opus-2020-01-16.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-hr/opus-2020-01-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fr.hr | 20.7 | 0.442 |
Helsinki-NLP/opus-mt-fr-he
Helsinki-NLP
2023-08-16T11:36:29Z
180
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "he", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- language: - fr - he tags: - translation license: apache-2.0 --- ### fr-he * source group: French * target group: Hebrew * OPUS readme: [fra-heb](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fra-heb/README.md) * model: transformer * source language(s): fra * 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/fra-heb/opus-2020-12-10.zip) * test set translations: [opus-2020-12-10.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/fra-heb/opus-2020-12-10.test.txt) * test set scores: [opus-2020-12-10.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/fra-heb/opus-2020-12-10.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.fra.heb | 39.2 | 0.598 | ### System Info: - hf_name: fr-he - source_languages: fra - target_languages: heb - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fra-heb/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['fr', 'he'] - src_constituents: ('French', {'fra'}) - tgt_constituents: ('Hebrew', {'heb'}) - src_multilingual: False - tgt_multilingual: False - long_pair: fra-heb - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/fra-heb/opus-2020-12-10.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/fra-heb/opus-2020-12-10.test.txt - src_alpha3: fra - tgt_alpha3: heb - chrF2_score: 0.598 - bleu: 39.2 - brevity_penalty: 1.0 - ref_len: 20655.0 - src_name: French - tgt_name: Hebrew - train_date: 2020-12-10 00:00:00 - src_alpha2: fr - tgt_alpha2: he - prefer_old: False - short_pair: fr-he - helsinki_git_sha: b317f78a3ec8a556a481b6a53dc70dc11769ca96 - transformers_git_sha: 1310e1a758edc8e89ec363db76863c771fbeb1de - port_machine: LM0-400-22516.local - port_time: 2020-12-11-16:02
Helsinki-NLP/opus-mt-fr-guw
Helsinki-NLP
2023-08-16T11:36:26Z
231
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "guw", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fr-guw * source languages: fr * target languages: guw * OPUS readme: [fr-guw](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-guw/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-guw/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-guw/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-guw/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fr.guw | 31.4 | 0.505 |
Helsinki-NLP/opus-mt-fr-gil
Helsinki-NLP
2023-08-16T11:36:25Z
114
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "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-fr-gil * source languages: fr * target languages: gil * OPUS readme: [fr-gil](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-gil/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-gil/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-gil/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-gil/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fr.gil | 27.9 | 0.499 |
Helsinki-NLP/opus-mt-fr-gaa
Helsinki-NLP
2023-08-16T11:36:24Z
105
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "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-fr-gaa * source languages: fr * target languages: gaa * OPUS readme: [fr-gaa](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-gaa/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-gaa/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-gaa/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-gaa/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fr.gaa | 27.8 | 0.473 |
Helsinki-NLP/opus-mt-fr-fj
Helsinki-NLP
2023-08-16T11:36:23Z
104
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "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-fr-fj * source languages: fr * target languages: fj * OPUS readme: [fr-fj](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-fj/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-fj/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-fj/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-fj/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fr.fj | 27.4 | 0.487 |
Nextcloud-AI/opus-mt-fr-es
Nextcloud-AI
2023-08-16T11:36:22Z
103
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2024-02-23T10:43:18Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fr-es * source languages: fr * target languages: es * OPUS readme: [fr-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-es/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-es/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-es/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-es/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | newssyscomb2009.fr.es | 34.3 | 0.601 | | news-test2008.fr.es | 32.5 | 0.583 | | newstest2009.fr.es | 31.6 | 0.586 | | newstest2010.fr.es | 36.5 | 0.616 | | newstest2011.fr.es | 38.3 | 0.622 | | newstest2012.fr.es | 38.1 | 0.619 | | newstest2013.fr.es | 34.0 | 0.587 | | Tatoeba.fr.es | 53.2 | 0.709 |
Helsinki-NLP/opus-mt-fr-en
Helsinki-NLP
2023-08-16T11:36:20Z
924,344
39
transformers
[ "transformers", "pytorch", "tf", "jax", "marian", "text2text-generation", "translation", "fr", "en", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fr-en * source languages: fr * target languages: en * OPUS readme: [fr-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-02-26.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-en/opus-2020-02-26.zip) * test set translations: [opus-2020-02-26.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-en/opus-2020-02-26.test.txt) * test set scores: [opus-2020-02-26.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-en/opus-2020-02-26.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | newsdiscussdev2015-enfr.fr.en | 33.1 | 0.580 | | newsdiscusstest2015-enfr.fr.en | 38.7 | 0.614 | | newssyscomb2009.fr.en | 30.3 | 0.569 | | news-test2008.fr.en | 26.2 | 0.542 | | newstest2009.fr.en | 30.2 | 0.570 | | newstest2010.fr.en | 32.2 | 0.590 | | newstest2011.fr.en | 33.0 | 0.597 | | newstest2012.fr.en | 32.8 | 0.591 | | newstest2013.fr.en | 33.9 | 0.591 | | newstest2014-fren.fr.en | 37.8 | 0.633 | | Tatoeba.fr.en | 57.5 | 0.720 |
Nextcloud-AI/opus-mt-fr-en
Nextcloud-AI
2023-08-16T11:36:20Z
103
0
transformers
[ "transformers", "pytorch", "tf", "jax", "marian", "text2text-generation", "translation", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2024-02-23T10:43:10Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fr-en * source languages: fr * target languages: en * OPUS readme: [fr-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-en/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-02-26.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-en/opus-2020-02-26.zip) * test set translations: [opus-2020-02-26.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-en/opus-2020-02-26.test.txt) * test set scores: [opus-2020-02-26.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-en/opus-2020-02-26.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | newsdiscussdev2015-enfr.fr.en | 33.1 | 0.580 | | newsdiscusstest2015-enfr.fr.en | 38.7 | 0.614 | | newssyscomb2009.fr.en | 30.3 | 0.569 | | news-test2008.fr.en | 26.2 | 0.542 | | newstest2009.fr.en | 30.2 | 0.570 | | newstest2010.fr.en | 32.2 | 0.590 | | newstest2011.fr.en | 33.0 | 0.597 | | newstest2012.fr.en | 32.8 | 0.591 | | newstest2013.fr.en | 33.9 | 0.591 | | newstest2014-fren.fr.en | 37.8 | 0.633 | | Tatoeba.fr.en | 57.5 | 0.720 |
Helsinki-NLP/opus-mt-fr-ee
Helsinki-NLP
2023-08-16T11:36:17Z
122
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "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-fr-ee * source languages: fr * target languages: ee * OPUS readme: [fr-ee](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-ee/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-ee/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-ee/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-ee/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fr.ee | 26.3 | 0.466 |
Helsinki-NLP/opus-mt-fr-de
Helsinki-NLP
2023-08-16T11:36:16Z
35,570
0
transformers
[ "transformers", "pytorch", "tf", "rust", "marian", "text2text-generation", "translation", "fr", "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-fr-de * source languages: fr * target languages: de * OPUS readme: [fr-de](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-de/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-de/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-de/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-de/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | euelections_dev2019.transformer-align.fr | 26.4 | 0.571 | | newssyscomb2009.fr.de | 22.1 | 0.524 | | news-test2008.fr.de | 22.1 | 0.524 | | newstest2009.fr.de | 21.6 | 0.520 | | newstest2010.fr.de | 22.6 | 0.527 | | newstest2011.fr.de | 21.5 | 0.518 | | newstest2012.fr.de | 22.4 | 0.516 | | newstest2013.fr.de | 24.2 | 0.532 | | newstest2019-frde.fr.de | 27.9 | 0.595 | | Tatoeba.fr.de | 49.1 | 0.676 |
Nextcloud-AI/opus-mt-fr-de
Nextcloud-AI
2023-08-16T11:36:16Z
106
0
transformers
[ "transformers", "pytorch", "tf", "rust", "marian", "text2text-generation", "translation", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2024-02-23T10:42:56Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fr-de * source languages: fr * target languages: de * OPUS readme: [fr-de](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-de/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-de/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-de/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-de/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | euelections_dev2019.transformer-align.fr | 26.4 | 0.571 | | newssyscomb2009.fr.de | 22.1 | 0.524 | | news-test2008.fr.de | 22.1 | 0.524 | | newstest2009.fr.de | 21.6 | 0.520 | | newstest2010.fr.de | 22.6 | 0.527 | | newstest2011.fr.de | 21.5 | 0.518 | | newstest2012.fr.de | 22.4 | 0.516 | | newstest2013.fr.de | 24.2 | 0.532 | | newstest2019-frde.fr.de | 27.9 | 0.595 | | Tatoeba.fr.de | 49.1 | 0.676 |
Helsinki-NLP/opus-mt-fr-ceb
Helsinki-NLP
2023-08-16T11:36:14Z
112
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "ceb", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fr-ceb * source languages: fr * target languages: ceb * OPUS readme: [fr-ceb](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-ceb/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-ceb/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-ceb/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-ceb/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fr.ceb | 32.8 | 0.543 |
Helsinki-NLP/opus-mt-fr-ca
Helsinki-NLP
2023-08-16T11:36:13Z
244
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "ca", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- language: - fr - ca tags: - translation license: apache-2.0 --- ### fra-cat * source group: French * target group: Catalan * OPUS readme: [fra-cat](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fra-cat/README.md) * model: transformer-align * source language(s): fra * target language(s): cat * model: transformer-align * pre-processing: normalization + SentencePiece (spm12k,spm12k) * download original weights: [opus-2020-06-16.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/fra-cat/opus-2020-06-16.zip) * test set translations: [opus-2020-06-16.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/fra-cat/opus-2020-06-16.test.txt) * test set scores: [opus-2020-06-16.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/fra-cat/opus-2020-06-16.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.fra.cat | 43.4 | 0.645 | ### System Info: - hf_name: fra-cat - source_languages: fra - target_languages: cat - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fra-cat/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['fr', 'ca'] - src_constituents: {'fra'} - tgt_constituents: {'cat'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm12k,spm12k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/fra-cat/opus-2020-06-16.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/fra-cat/opus-2020-06-16.test.txt - src_alpha3: fra - tgt_alpha3: cat - short_pair: fr-ca - chrF2_score: 0.645 - bleu: 43.4 - brevity_penalty: 0.982 - ref_len: 5214.0 - src_name: French - tgt_name: Catalan - train_date: 2020-06-16 - src_alpha2: fr - tgt_alpha2: ca - prefer_old: False - long_pair: fra-cat - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-fr-bg
Helsinki-NLP
2023-08-16T11:36:10Z
115
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "bg", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- language: - fr - bg tags: - translation license: apache-2.0 --- ### fra-bul * source group: French * target group: Bulgarian * OPUS readme: [fra-bul](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fra-bul/README.md) * model: transformer * source language(s): fra * target language(s): bul * model: transformer * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus-2020-07-03.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/fra-bul/opus-2020-07-03.zip) * test set translations: [opus-2020-07-03.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/fra-bul/opus-2020-07-03.test.txt) * test set scores: [opus-2020-07-03.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/fra-bul/opus-2020-07-03.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.fra.bul | 46.3 | 0.657 | ### System Info: - hf_name: fra-bul - source_languages: fra - target_languages: bul - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fra-bul/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['fr', 'bg'] - src_constituents: {'fra'} - tgt_constituents: {'bul', 'bul_Latn'} - src_multilingual: False - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/fra-bul/opus-2020-07-03.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/fra-bul/opus-2020-07-03.test.txt - src_alpha3: fra - tgt_alpha3: bul - short_pair: fr-bg - chrF2_score: 0.657 - bleu: 46.3 - brevity_penalty: 0.953 - ref_len: 3286.0 - src_name: French - tgt_name: Bulgarian - train_date: 2020-07-03 - src_alpha2: fr - tgt_alpha2: bg - prefer_old: False - long_pair: fra-bul - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-fr-ber
Helsinki-NLP
2023-08-16T11:36:08Z
117
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "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-fr-ber * source languages: fr * target languages: ber * OPUS readme: [fr-ber](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-ber/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-ber/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-ber/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-ber/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.fr.ber | 37.2 | 0.641 |
Helsinki-NLP/opus-mt-fr-bem
Helsinki-NLP
2023-08-16T11:36:07Z
109
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "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-fr-bem * source languages: fr * target languages: bem * OPUS readme: [fr-bem](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-bem/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-bem/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-bem/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-bem/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fr.bem | 22.8 | 0.456 |
Helsinki-NLP/opus-mt-fr-ase
Helsinki-NLP
2023-08-16T11:36:04Z
107
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "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-fr-ase * source languages: fr * target languages: ase * OPUS readme: [fr-ase](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-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/fr-ase/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-ase/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-ase/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fr.ase | 38.5 | 0.545 |
Helsinki-NLP/opus-mt-fr-ar
Helsinki-NLP
2023-08-16T11:36:03Z
897
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "ar", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- language: - fr - ar tags: - translation license: apache-2.0 --- ### fra-ara * source group: French * target group: Arabic * OPUS readme: [fra-ara](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fra-ara/README.md) * model: transformer * source language(s): fra * target language(s): apc ara arq arq_Latn ary arz * model: transformer * pre-processing: normalization + SentencePiece (spm32k,spm32k) * a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID) * download original weights: [opus-2020-07-03.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/fra-ara/opus-2020-07-03.zip) * test set translations: [opus-2020-07-03.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/fra-ara/opus-2020-07-03.test.txt) * test set scores: [opus-2020-07-03.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/fra-ara/opus-2020-07-03.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.fra.ara | 14.4 | 0.439 | ### System Info: - hf_name: fra-ara - source_languages: fra - target_languages: ara - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fra-ara/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['fr', 'ar'] - src_constituents: {'fra'} - 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/fra-ara/opus-2020-07-03.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/fra-ara/opus-2020-07-03.test.txt - src_alpha3: fra - tgt_alpha3: ara - short_pair: fr-ar - chrF2_score: 0.439 - bleu: 14.4 - brevity_penalty: 1.0 - ref_len: 7956.0 - src_name: French - tgt_name: Arabic - train_date: 2020-07-03 - src_alpha2: fr - tgt_alpha2: ar - prefer_old: False - long_pair: fra-ara - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Nextcloud-AI/opus-mt-fr-ar
Nextcloud-AI
2023-08-16T11:36:03Z
204
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "ar", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2024-02-23T10:42:44Z
--- language: - fr - ar tags: - translation license: apache-2.0 --- ### fra-ara * source group: French * target group: Arabic * OPUS readme: [fra-ara](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fra-ara/README.md) * model: transformer * source language(s): fra * target language(s): apc ara arq arq_Latn ary arz * model: transformer * pre-processing: normalization + SentencePiece (spm32k,spm32k) * a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID) * download original weights: [opus-2020-07-03.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/fra-ara/opus-2020-07-03.zip) * test set translations: [opus-2020-07-03.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/fra-ara/opus-2020-07-03.test.txt) * test set scores: [opus-2020-07-03.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/fra-ara/opus-2020-07-03.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.fra.ara | 14.4 | 0.439 | ### System Info: - hf_name: fra-ara - source_languages: fra - target_languages: ara - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fra-ara/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['fr', 'ar'] - src_constituents: {'fra'} - 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/fra-ara/opus-2020-07-03.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/fra-ara/opus-2020-07-03.test.txt - src_alpha3: fra - tgt_alpha3: ara - short_pair: fr-ar - chrF2_score: 0.439 - bleu: 14.4 - brevity_penalty: 1.0 - ref_len: 7956.0 - src_name: French - tgt_name: Arabic - train_date: 2020-07-03 - src_alpha2: fr - tgt_alpha2: ar - prefer_old: False - long_pair: fra-ara - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-fr-af
Helsinki-NLP
2023-08-16T11:36:02Z
125
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fr", "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-fr-af * source languages: fr * target languages: af * OPUS readme: [fr-af](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fr-af/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-09.zip](https://object.pouta.csc.fi/OPUS-MT-models/fr-af/opus-2020-01-09.zip) * test set translations: [opus-2020-01-09.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-af/opus-2020-01-09.test.txt) * test set scores: [opus-2020-01-09.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fr-af/opus-2020-01-09.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fr.af | 36.0 | 0.546 |
Helsinki-NLP/opus-mt-fiu-fiu
Helsinki-NLP
2023-08-16T11:35:59Z
115
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "se", "fi", "hu", "et", "fiu", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- language: - se - fi - hu - et - fiu tags: - translation license: apache-2.0 --- ### fiu-fiu * source group: Finno-Ugrian languages * target group: Finno-Ugrian languages * OPUS readme: [fiu-fiu](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fiu-fiu/README.md) * model: transformer * source language(s): est fin fkv_Latn hun izh krl liv_Latn vep vro * target language(s): est fin fkv_Latn hun izh krl liv_Latn vep vro * model: transformer * pre-processing: normalization + SentencePiece (spm32k,spm32k) * a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID) * download original weights: [opus-2020-07-26.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/fiu-fiu/opus-2020-07-26.zip) * test set translations: [opus-2020-07-26.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/fiu-fiu/opus-2020-07-26.test.txt) * test set scores: [opus-2020-07-26.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/fiu-fiu/opus-2020-07-26.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.est-est.est.est | 2.0 | 0.252 | | Tatoeba-test.est-fin.est.fin | 51.0 | 0.704 | | Tatoeba-test.est-fkv.est.fkv | 1.1 | 0.211 | | Tatoeba-test.est-vep.est.vep | 3.1 | 0.272 | | Tatoeba-test.fin-est.fin.est | 55.2 | 0.722 | | Tatoeba-test.fin-fkv.fin.fkv | 1.6 | 0.207 | | Tatoeba-test.fin-hun.fin.hun | 42.4 | 0.663 | | Tatoeba-test.fin-izh.fin.izh | 12.9 | 0.509 | | Tatoeba-test.fin-krl.fin.krl | 4.6 | 0.292 | | Tatoeba-test.fkv-est.fkv.est | 2.4 | 0.148 | | Tatoeba-test.fkv-fin.fkv.fin | 15.1 | 0.427 | | Tatoeba-test.fkv-liv.fkv.liv | 1.2 | 0.261 | | Tatoeba-test.fkv-vep.fkv.vep | 1.2 | 0.233 | | Tatoeba-test.hun-fin.hun.fin | 47.8 | 0.681 | | Tatoeba-test.izh-fin.izh.fin | 24.0 | 0.615 | | Tatoeba-test.izh-krl.izh.krl | 1.8 | 0.114 | | Tatoeba-test.krl-fin.krl.fin | 13.6 | 0.407 | | Tatoeba-test.krl-izh.krl.izh | 2.7 | 0.096 | | Tatoeba-test.liv-fkv.liv.fkv | 1.2 | 0.164 | | Tatoeba-test.liv-vep.liv.vep | 3.4 | 0.181 | | Tatoeba-test.multi.multi | 36.7 | 0.581 | | Tatoeba-test.vep-est.vep.est | 3.4 | 0.251 | | Tatoeba-test.vep-fkv.vep.fkv | 1.2 | 0.215 | | Tatoeba-test.vep-liv.vep.liv | 3.4 | 0.179 | ### System Info: - hf_name: fiu-fiu - source_languages: fiu - target_languages: fiu - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fiu-fiu/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['se', 'fi', 'hu', 'et', 'fiu'] - src_constituents: {'izh', 'mdf', 'vep', 'vro', 'sme', 'myv', 'fkv_Latn', 'krl', 'fin', 'hun', 'kpv', 'udm', 'liv_Latn', 'est', 'mhr', 'sma'} - tgt_constituents: {'izh', 'mdf', 'vep', 'vro', 'sme', 'myv', 'fkv_Latn', 'krl', 'fin', 'hun', 'kpv', 'udm', 'liv_Latn', 'est', 'mhr', 'sma'} - src_multilingual: True - tgt_multilingual: True - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/fiu-fiu/opus-2020-07-26.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/fiu-fiu/opus-2020-07-26.test.txt - src_alpha3: fiu - tgt_alpha3: fiu - short_pair: fiu-fiu - chrF2_score: 0.581 - bleu: 36.7 - brevity_penalty: 0.981 - ref_len: 19444.0 - src_name: Finno-Ugrian languages - tgt_name: Finno-Ugrian languages - train_date: 2020-07-26 - src_alpha2: fiu - tgt_alpha2: fiu - prefer_old: False - long_pair: fiu-fiu - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-fiu-en
Helsinki-NLP
2023-08-16T11:35:58Z
111
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "se", "fi", "hu", "et", "fiu", "en", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2022-03-02T23:29:04Z
--- language: - se - fi - hu - et - fiu - en tags: - translation license: apache-2.0 --- ### fiu-eng * source group: Finno-Ugrian languages * target group: English * OPUS readme: [fiu-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fiu-eng/README.md) * model: transformer * source language(s): est fin fkv_Latn hun izh kpv krl liv_Latn mdf mhr myv sma sme udm vro * target language(s): eng * model: transformer * pre-processing: normalization + SentencePiece (spm32k,spm32k) * download original weights: [opus2m-2020-07-31.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/fiu-eng/opus2m-2020-07-31.zip) * test set translations: [opus2m-2020-07-31.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/fiu-eng/opus2m-2020-07-31.test.txt) * test set scores: [opus2m-2020-07-31.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/fiu-eng/opus2m-2020-07-31.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | newsdev2015-enfi-fineng.fin.eng | 22.9 | 0.513 | | newsdev2018-enet-esteng.est.eng | 26.3 | 0.543 | | newssyscomb2009-huneng.hun.eng | 21.2 | 0.494 | | newstest2009-huneng.hun.eng | 19.8 | 0.486 | | newstest2015-enfi-fineng.fin.eng | 24.1 | 0.521 | | newstest2016-enfi-fineng.fin.eng | 25.6 | 0.541 | | newstest2017-enfi-fineng.fin.eng | 28.7 | 0.560 | | newstest2018-enet-esteng.est.eng | 26.5 | 0.549 | | newstest2018-enfi-fineng.fin.eng | 21.2 | 0.490 | | newstest2019-fien-fineng.fin.eng | 25.6 | 0.533 | | newstestB2016-enfi-fineng.fin.eng | 21.6 | 0.500 | | newstestB2017-enfi-fineng.fin.eng | 24.3 | 0.526 | | newstestB2017-fien-fineng.fin.eng | 24.3 | 0.526 | | Tatoeba-test.chm-eng.chm.eng | 1.2 | 0.163 | | Tatoeba-test.est-eng.est.eng | 55.3 | 0.706 | | Tatoeba-test.fin-eng.fin.eng | 48.7 | 0.660 | | Tatoeba-test.fkv-eng.fkv.eng | 11.5 | 0.384 | | Tatoeba-test.hun-eng.hun.eng | 46.7 | 0.638 | | Tatoeba-test.izh-eng.izh.eng | 48.3 | 0.678 | | Tatoeba-test.kom-eng.kom.eng | 0.7 | 0.113 | | Tatoeba-test.krl-eng.krl.eng | 36.1 | 0.485 | | Tatoeba-test.liv-eng.liv.eng | 2.1 | 0.086 | | Tatoeba-test.mdf-eng.mdf.eng | 0.9 | 0.120 | | Tatoeba-test.multi.eng | 47.8 | 0.648 | | Tatoeba-test.myv-eng.myv.eng | 0.7 | 0.121 | | Tatoeba-test.sma-eng.sma.eng | 1.7 | 0.101 | | Tatoeba-test.sme-eng.sme.eng | 7.8 | 0.229 | | Tatoeba-test.udm-eng.udm.eng | 0.9 | 0.166 | ### System Info: - hf_name: fiu-eng - source_languages: fiu - target_languages: eng - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fiu-eng/README.md - original_repo: Tatoeba-Challenge - tags: ['translation'] - languages: ['se', 'fi', 'hu', 'et', 'fiu', 'en'] - src_constituents: {'izh', 'mdf', 'vep', 'vro', 'sme', 'myv', 'fkv_Latn', 'krl', 'fin', 'hun', 'kpv', 'udm', 'liv_Latn', 'est', 'mhr', 'sma'} - tgt_constituents: {'eng'} - src_multilingual: True - tgt_multilingual: False - prepro: normalization + SentencePiece (spm32k,spm32k) - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/fiu-eng/opus2m-2020-07-31.zip - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/fiu-eng/opus2m-2020-07-31.test.txt - src_alpha3: fiu - tgt_alpha3: eng - short_pair: fiu-en - chrF2_score: 0.648 - bleu: 47.8 - brevity_penalty: 0.988 - ref_len: 71020.0 - src_name: Finno-Ugrian languages - tgt_name: English - train_date: 2020-07-31 - src_alpha2: fiu - tgt_alpha2: en - prefer_old: False - long_pair: fiu-eng - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41
Helsinki-NLP/opus-mt-fi_nb_no_nn_ru_sv_en-SAMI
Helsinki-NLP
2023-08-16T11:35:57Z
135
0
transformers
[ "transformers", "pytorch", "marian", "text2text-generation", "translation", "fi", "nb", "no", "nn", "ru", "sv", "en", "sami", "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_nb_no_nn_ru_sv_en-SAMI * source languages: fi,nb,no,nn,ru,sv,en * target languages: se,sma,smj,smn,sms * OPUS readme: [fi+nb+no+nn+ru+sv+en-se+sma+smj+smn+sms](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi+nb+no+nn+ru+sv+en-se+sma+smj+smn+sms/README.md) * dataset: opus+giella * 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+giella-2020-04-18.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi+nb+no+nn+ru+sv+en-se+sma+smj+smn+sms/opus+giella-2020-04-18.zip) * test set translations: [opus+giella-2020-04-18.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi+nb+no+nn+ru+sv+en-se+sma+smj+smn+sms/opus+giella-2020-04-18.test.txt) * test set scores: [opus+giella-2020-04-18.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi+nb+no+nn+ru+sv+en-se+sma+smj+smn+sms/opus+giella-2020-04-18.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | giella.fi.sms | 58.4 | 0.776 |
Helsinki-NLP/opus-mt-fi-xh
Helsinki-NLP
2023-08-16T11:35:53Z
114
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "xh", "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-xh * source languages: fi * target languages: xh * OPUS readme: [fi-xh](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-xh/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-xh/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-xh/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-xh/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.xh | 25.3 | 0.554 |
Helsinki-NLP/opus-mt-fi-wls
Helsinki-NLP
2023-08-16T11:35:51Z
130
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "wls", "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-wls * source languages: fi * target languages: wls * OPUS readme: [fi-wls](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-wls/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-wls/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-wls/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-wls/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.wls | 24.7 | 0.466 |
Helsinki-NLP/opus-mt-fi-war
Helsinki-NLP
2023-08-16T11:35:50Z
110
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "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-fi-war * source languages: fi * target languages: war * OPUS readme: [fi-war](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-war/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-war/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-war/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-war/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.war | 35.1 | 0.565 |
Helsinki-NLP/opus-mt-fi-ve
Helsinki-NLP
2023-08-16T11:35:49Z
105
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "ve", "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-ve * source languages: fi * target languages: ve * OPUS readme: [fi-ve](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-ve/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-ve/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-ve/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-ve/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.ve | 26.0 | 0.495 |
Helsinki-NLP/opus-mt-fi-ty
Helsinki-NLP
2023-08-16T11:35:47Z
109
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "ty", "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-ty * source languages: fi * target languages: ty * OPUS readme: [fi-ty](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-ty/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-ty/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-ty/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-ty/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.ty | 39.7 | 0.565 |
Nextcloud-AI/opus-mt-fi-tr
Nextcloud-AI
2023-08-16T11:35:42Z
103
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2024-02-23T10:42:28Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-tr * source languages: fi * target languages: tr * OPUS readme: [fi-tr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-tr/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-tr/opus-2020-04-12.zip) * test set translations: [opus-2020-04-12.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-tr/opus-2020-04-12.test.txt) * test set scores: [opus-2020-04-12.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-tr/opus-2020-04-12.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.fi.tr | 31.6 | 0.619 |
Helsinki-NLP/opus-mt-fi-tpi
Helsinki-NLP
2023-08-16T11:35:41Z
103
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "tpi", "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-tpi * source languages: fi * target languages: tpi * OPUS readme: [fi-tpi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-tpi/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-tpi/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-tpi/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-tpi/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.tpi | 30.5 | 0.504 |
Helsinki-NLP/opus-mt-fi-tn
Helsinki-NLP
2023-08-16T11:35:38Z
116
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "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-fi-tn * source languages: fi * target languages: tn * OPUS readme: [fi-tn](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-tn/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-tn/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-tn/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-tn/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.tn | 34.5 | 0.555 |
Helsinki-NLP/opus-mt-fi-tll
Helsinki-NLP
2023-08-16T11:35:37Z
115
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "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-fi-tll * source languages: fi * target languages: tll * OPUS readme: [fi-tll](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-tll/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-tll/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-tll/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-tll/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.tll | 23.6 | 0.478 |
Helsinki-NLP/opus-mt-fi-tiv
Helsinki-NLP
2023-08-16T11:35:35Z
111
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "tiv", "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-tiv * source languages: fi * target languages: tiv * OPUS readme: [fi-tiv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-tiv/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-tiv/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-tiv/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-tiv/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.tiv | 23.6 | 0.425 |
Helsinki-NLP/opus-mt-fi-st
Helsinki-NLP
2023-08-16T11:35:30Z
112
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "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-fi-st * source languages: fi * target languages: st * OPUS readme: [fi-st](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-st/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-st/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-st/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-st/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.st | 37.1 | 0.570 |
Helsinki-NLP/opus-mt-fi-sq
Helsinki-NLP
2023-08-16T11:35:28Z
115
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "sq", "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-sq * source languages: fi * target languages: sq * OPUS readme: [fi-sq](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-sq/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-sq/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-sq/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-sq/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.sq | 32.0 | 0.535 |
Helsinki-NLP/opus-mt-fi-sn
Helsinki-NLP
2023-08-16T11:35:27Z
117
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "sn", "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-sn * source languages: fi * target languages: sn * OPUS readme: [fi-sn](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-sn/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-sn/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-sn/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-sn/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.sn | 25.3 | 0.547 |
Helsinki-NLP/opus-mt-fi-sm
Helsinki-NLP
2023-08-16T11:35:26Z
109
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "sm", "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-sm * source languages: fi * target languages: sm * OPUS readme: [fi-sm](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-sm/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-sm/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-sm/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-sm/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.sm | 24.0 | 0.443 |
Helsinki-NLP/opus-mt-fi-sl
Helsinki-NLP
2023-08-16T11:35:25Z
108
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "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-fi-sl * source languages: fi * target languages: sl * OPUS readme: [fi-sl](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-sl/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-sl/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-sl/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-sl/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.sl | 24.1 | 0.481 |
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-run
Helsinki-NLP
2023-08-16T11:35:20Z
111
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "run", "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-run * source languages: fi * target languages: run * OPUS readme: [fi-run](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-run/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-run/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-run/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-run/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.run | 23.2 | 0.498 |
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-pon
Helsinki-NLP
2023-08-16T11:35:17Z
114
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "pon", "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-pon * source languages: fi * target languages: pon * OPUS readme: [fi-pon](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-pon/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-pon/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-pon/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-pon/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.pon | 23.7 | 0.475 |
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-ny
Helsinki-NLP
2023-08-16T11:35:13Z
112
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "ny", "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-ny * source languages: fi * target languages: ny * OPUS readme: [fi-ny](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-ny/README.md) * dataset: opus * model: transformer-align * pre-processing: normalization + SentencePiece * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/fi-ny/opus-2020-01-20.zip) * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-ny/opus-2020-01-20.test.txt) * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-ny/opus-2020-01-20.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.ny | 22.6 | 0.503 |
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 |
Nextcloud-AI/opus-mt-fi-nl
Nextcloud-AI
2023-08-16T11:35:10Z
110
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2024-02-23T10:42:12Z
--- 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-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-mg
Helsinki-NLP
2023-08-16T11:35:03Z
114
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "mg", "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-mg * source languages: fi * target languages: mg * OPUS readme: [fi-mg](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-mg/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-mg/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-mg/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-mg/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.mg | 21.7 | 0.468 |
Helsinki-NLP/opus-mt-fi-mfe
Helsinki-NLP
2023-08-16T11:35:02Z
107
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "mfe", "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-mfe * source languages: fi * target languages: mfe * OPUS readme: [fi-mfe](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-mfe/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-mfe/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-mfe/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-mfe/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.mfe | 22.6 | 0.426 |
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-lue
Helsinki-NLP
2023-08-16T11:34:59Z
117
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "lue", "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-lue * source languages: fi * target languages: lue * OPUS readme: [fi-lue](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-lue/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-lue/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-lue/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-lue/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.lue | 22.4 | 0.497 |
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-kg
Helsinki-NLP
2023-08-16T11:34:52Z
108
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "kg", "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-kg * source languages: fi * target languages: kg * OPUS readme: [fi-kg](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-kg/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-kg/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-kg/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-kg/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.kg | 29.5 | 0.535 |
Nextcloud-AI/opus-mt-fi-it
Nextcloud-AI
2023-08-16T11:34:51Z
110
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2024-02-23T10:42:04Z
--- tags: - translation license: apache-2.0 --- ### opus-mt-fi-it * source languages: fi * target languages: it * OPUS readme: [fi-it](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-it/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-it/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-it/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-it/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba.fi.it | 42.7 | 0.657 |
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-is
Helsinki-NLP
2023-08-16T11:34:49Z
116
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "is", "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-is * source languages: fi * target languages: is * OPUS readme: [fi-is](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-is/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-is/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-is/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-is/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.is | 25.2 | 0.452 |
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-he
Helsinki-NLP
2023-08-16T11:34:39Z
107
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "he", "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-he * source languages: fi * target languages: he * OPUS readme: [fi-he](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-he/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-he/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-he/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-he/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.he | 20.7 | 0.424 |
Helsinki-NLP/opus-mt-fi-ha
Helsinki-NLP
2023-08-16T11:34:38Z
111
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "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-fi-ha * source languages: fi * target languages: ha * OPUS readme: [fi-ha](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-ha/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-ha/opus-2020-01-24.zip) * test set translations: [opus-2020-01-24.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-ha/opus-2020-01-24.test.txt) * test set scores: [opus-2020-01-24.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-ha/opus-2020-01-24.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.ha | 24.2 | 0.461 |
Helsinki-NLP/opus-mt-fi-guw
Helsinki-NLP
2023-08-16T11:34:37Z
110
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "fi", "guw", "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-guw * source languages: fi * target languages: guw * OPUS readme: [fi-guw](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/fi-guw/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-guw/opus-2020-01-08.zip) * test set translations: [opus-2020-01-08.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-guw/opus-2020-01-08.test.txt) * test set scores: [opus-2020-01-08.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/fi-guw/opus-2020-01-08.eval.txt) ## Benchmarks | testset | BLEU | chr-F | |-----------------------|-------|-------| | JW300.fi.guw | 32.4 | 0.527 |
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 |
Nextcloud-AI/opus-mt-fi-fr
Nextcloud-AI
2023-08-16T11:34:32Z
103
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2024-02-23T10:41:55Z
--- 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-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 |
Nextcloud-AI/opus-mt-fi-es
Nextcloud-AI
2023-08-16T11:34:28Z
103
0
transformers
[ "transformers", "pytorch", "tf", "marian", "text2text-generation", "translation", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "region:us" ]
translation
2024-02-23T10:41:48Z
--- 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