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--- |
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language: |
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- en |
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- bn |
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- or |
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- gu |
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- mr |
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- ur |
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- hi |
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- as |
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- si |
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- inc |
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tags: |
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- translation |
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license: apache-2.0 |
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--- |
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### eng-inc |
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* source group: English |
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* target group: Indic languages |
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* OPUS readme: [eng-inc](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-inc/README.md) |
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* model: transformer |
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* source language(s): eng |
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* target language(s): asm awa ben bho gom guj hif_Latn hin mai mar npi ori pan_Guru pnb rom san_Deva sin snd_Arab urd |
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* model: transformer |
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* pre-processing: normalization + SentencePiece (spm32k,spm32k) |
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* a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID) |
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* download original weights: [opus2m-2020-08-01.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-inc/opus2m-2020-08-01.zip) |
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* test set translations: [opus2m-2020-08-01.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-inc/opus2m-2020-08-01.test.txt) |
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* test set scores: [opus2m-2020-08-01.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-inc/opus2m-2020-08-01.eval.txt) |
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## Benchmarks |
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| testset | BLEU | chr-F | |
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|-----------------------|-------|-------| |
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| newsdev2014-enghin.eng.hin | 8.2 | 0.342 | |
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| newsdev2019-engu-engguj.eng.guj | 6.5 | 0.293 | |
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| newstest2014-hien-enghin.eng.hin | 11.4 | 0.364 | |
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| newstest2019-engu-engguj.eng.guj | 7.2 | 0.296 | |
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| Tatoeba-test.eng-asm.eng.asm | 2.7 | 0.277 | |
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| Tatoeba-test.eng-awa.eng.awa | 0.5 | 0.132 | |
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| Tatoeba-test.eng-ben.eng.ben | 16.7 | 0.470 | |
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| Tatoeba-test.eng-bho.eng.bho | 4.3 | 0.227 | |
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| Tatoeba-test.eng-guj.eng.guj | 17.5 | 0.373 | |
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| Tatoeba-test.eng-hif.eng.hif | 0.6 | 0.028 | |
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| Tatoeba-test.eng-hin.eng.hin | 17.7 | 0.469 | |
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| Tatoeba-test.eng-kok.eng.kok | 1.7 | 0.000 | |
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| Tatoeba-test.eng-lah.eng.lah | 0.3 | 0.028 | |
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| Tatoeba-test.eng-mai.eng.mai | 15.6 | 0.429 | |
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| Tatoeba-test.eng-mar.eng.mar | 21.3 | 0.477 | |
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| Tatoeba-test.eng.multi | 17.3 | 0.448 | |
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| Tatoeba-test.eng-nep.eng.nep | 0.8 | 0.081 | |
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| Tatoeba-test.eng-ori.eng.ori | 2.2 | 0.208 | |
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| Tatoeba-test.eng-pan.eng.pan | 8.0 | 0.347 | |
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| Tatoeba-test.eng-rom.eng.rom | 0.4 | 0.197 | |
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| Tatoeba-test.eng-san.eng.san | 0.5 | 0.108 | |
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| Tatoeba-test.eng-sin.eng.sin | 9.1 | 0.364 | |
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| Tatoeba-test.eng-snd.eng.snd | 4.4 | 0.284 | |
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| Tatoeba-test.eng-urd.eng.urd | 13.3 | 0.423 | |
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### System Info: |
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- hf_name: eng-inc |
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- source_languages: eng |
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- target_languages: inc |
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- opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-inc/README.md |
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- original_repo: Tatoeba-Challenge |
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- tags: ['translation'] |
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- languages: ['en', 'bn', 'or', 'gu', 'mr', 'ur', 'hi', 'as', 'si', 'inc'] |
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- src_constituents: {'eng'} |
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- tgt_constituents: {'pnb', 'gom', 'ben', 'hif_Latn', 'ori', 'guj', 'pan_Guru', 'snd_Arab', 'npi', 'mar', 'urd', 'bho', 'hin', 'san_Deva', 'asm', 'rom', 'mai', 'awa', 'sin'} |
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- src_multilingual: False |
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- tgt_multilingual: True |
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- prepro: normalization + SentencePiece (spm32k,spm32k) |
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- url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-inc/opus2m-2020-08-01.zip |
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- url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-inc/opus2m-2020-08-01.test.txt |
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- src_alpha3: eng |
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- tgt_alpha3: inc |
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- short_pair: en-inc |
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- chrF2_score: 0.44799999999999995 |
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- bleu: 17.3 |
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- brevity_penalty: 1.0 |
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- ref_len: 59917.0 |
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- src_name: English |
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- tgt_name: Indic languages |
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- train_date: 2020-08-01 |
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- src_alpha2: en |
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- tgt_alpha2: inc |
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- prefer_old: False |
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- long_pair: eng-inc |
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- helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 |
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- transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b |
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- port_machine: brutasse |
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- port_time: 2020-08-21-14:41 |
