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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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- ps |
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- os |
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- as |
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- si |
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- iir |
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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-iir |
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* source group: English |
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* target group: Indo-Iranian languages |
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* OPUS readme: [eng-iir](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-iir/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 jdt_Cyrl kur_Arab kur_Latn mai mar npi ori oss pan_Guru pes pes_Latn pes_Thaa pnb pus rom san_Deva sin snd_Arab tgk_Cyrl tly_Latn urd zza |
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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-iir/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-iir/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-iir/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 | 6.7 | 0.326 | |
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| newsdev2019-engu-engguj.eng.guj | 6.0 | 0.283 | |
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| newstest2014-hien-enghin.eng.hin | 10.4 | 0.353 | |
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| newstest2019-engu-engguj.eng.guj | 6.6 | 0.282 | |
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| Tatoeba-test.eng-asm.eng.asm | 2.7 | 0.249 | |
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| Tatoeba-test.eng-awa.eng.awa | 0.4 | 0.122 | |
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| Tatoeba-test.eng-ben.eng.ben | 15.3 | 0.459 | |
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| Tatoeba-test.eng-bho.eng.bho | 3.7 | 0.161 | |
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| Tatoeba-test.eng-fas.eng.fas | 3.4 | 0.227 | |
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| Tatoeba-test.eng-guj.eng.guj | 18.5 | 0.365 | |
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| Tatoeba-test.eng-hif.eng.hif | 1.0 | 0.064 | |
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| Tatoeba-test.eng-hin.eng.hin | 17.0 | 0.461 | |
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| Tatoeba-test.eng-jdt.eng.jdt | 3.9 | 0.122 | |
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| Tatoeba-test.eng-kok.eng.kok | 5.5 | 0.059 | |
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| Tatoeba-test.eng-kur.eng.kur | 4.0 | 0.125 | |
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| Tatoeba-test.eng-lah.eng.lah | 0.3 | 0.008 | |
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| Tatoeba-test.eng-mai.eng.mai | 9.3 | 0.445 | |
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| Tatoeba-test.eng-mar.eng.mar | 20.7 | 0.473 | |
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| Tatoeba-test.eng.multi | 13.7 | 0.392 | |
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| Tatoeba-test.eng-nep.eng.nep | 0.6 | 0.060 | |
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| Tatoeba-test.eng-ori.eng.ori | 2.4 | 0.193 | |
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| Tatoeba-test.eng-oss.eng.oss | 2.1 | 0.174 | |
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| Tatoeba-test.eng-pan.eng.pan | 9.7 | 0.355 | |
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| Tatoeba-test.eng-pus.eng.pus | 1.0 | 0.126 | |
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| Tatoeba-test.eng-rom.eng.rom | 1.3 | 0.230 | |
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| Tatoeba-test.eng-san.eng.san | 1.3 | 0.101 | |
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| Tatoeba-test.eng-sin.eng.sin | 11.7 | 0.384 | |
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| Tatoeba-test.eng-snd.eng.snd | 2.8 | 0.180 | |
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| Tatoeba-test.eng-tgk.eng.tgk | 8.1 | 0.353 | |
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| Tatoeba-test.eng-tly.eng.tly | 0.5 | 0.015 | |
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| Tatoeba-test.eng-urd.eng.urd | 12.3 | 0.409 | |
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| Tatoeba-test.eng-zza.eng.zza | 0.5 | 0.025 | |
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### System Info: |
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- hf_name: eng-iir |
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- source_languages: eng |
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- target_languages: iir |
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- opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-iir/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', 'ps', 'os', 'as', 'si', 'iir'] |
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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', 'pes', 'bho', 'kur_Arab', 'tgk_Cyrl', 'hin', 'kur_Latn', 'pes_Thaa', 'pus', 'san_Deva', 'oss', 'tly_Latn', 'jdt_Cyrl', 'asm', 'zza', 'rom', 'mai', 'pes_Latn', '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-iir/opus2m-2020-08-01.zip |
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- url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-iir/opus2m-2020-08-01.test.txt |
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- src_alpha3: eng |
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- tgt_alpha3: iir |
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- short_pair: en-iir |
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- chrF2_score: 0.392 |
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- bleu: 13.7 |
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- brevity_penalty: 1.0 |
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- ref_len: 63351.0 |
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- src_name: English |
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- tgt_name: Indo-Iranian languages |
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- train_date: 2020-08-01 |
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- src_alpha2: en |
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- tgt_alpha2: iir |
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- prefer_old: False |
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- long_pair: eng-iir |
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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 |
