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language: |
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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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- en |
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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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### iir-eng |
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* source group: Indo-Iranian languages |
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* target group: English |
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* OPUS readme: [iir-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/iir-eng/README.md) |
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* model: transformer |
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* source 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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* target language(s): eng |
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* model: transformer |
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* pre-processing: normalization + SentencePiece (spm32k,spm32k) |
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* download original weights: [opus2m-2020-08-01.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/iir-eng/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/iir-eng/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/iir-eng/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-hineng.hin.eng | 8.1 | 0.324 | |
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| newsdev2019-engu-gujeng.guj.eng | 8.1 | 0.309 | |
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| newstest2014-hien-hineng.hin.eng | 12.1 | 0.380 | |
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| newstest2019-guen-gujeng.guj.eng | 6.0 | 0.280 | |
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| Tatoeba-test.asm-eng.asm.eng | 13.9 | 0.327 | |
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| Tatoeba-test.awa-eng.awa.eng | 7.0 | 0.219 | |
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| Tatoeba-test.ben-eng.ben.eng | 42.5 | 0.576 | |
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| Tatoeba-test.bho-eng.bho.eng | 27.3 | 0.452 | |
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| Tatoeba-test.fas-eng.fas.eng | 5.6 | 0.262 | |
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| Tatoeba-test.guj-eng.guj.eng | 15.9 | 0.350 | |
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| Tatoeba-test.hif-eng.hif.eng | 10.1 | 0.247 | |
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| Tatoeba-test.hin-eng.hin.eng | 36.5 | 0.544 | |
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| Tatoeba-test.jdt-eng.jdt.eng | 11.4 | 0.094 | |
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| Tatoeba-test.kok-eng.kok.eng | 6.6 | 0.256 | |
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| Tatoeba-test.kur-eng.kur.eng | 3.4 | 0.149 | |
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| Tatoeba-test.lah-eng.lah.eng | 17.4 | 0.301 | |
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| Tatoeba-test.mai-eng.mai.eng | 65.4 | 0.703 | |
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| Tatoeba-test.mar-eng.mar.eng | 22.5 | 0.468 | |
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| Tatoeba-test.multi.eng | 21.3 | 0.424 | |
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| Tatoeba-test.nep-eng.nep.eng | 3.4 | 0.185 | |
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| Tatoeba-test.ori-eng.ori.eng | 4.8 | 0.244 | |
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| Tatoeba-test.oss-eng.oss.eng | 1.6 | 0.173 | |
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| Tatoeba-test.pan-eng.pan.eng | 14.8 | 0.348 | |
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| Tatoeba-test.pus-eng.pus.eng | 1.1 | 0.182 | |
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| Tatoeba-test.rom-eng.rom.eng | 2.8 | 0.185 | |
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| Tatoeba-test.san-eng.san.eng | 2.8 | 0.185 | |
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| Tatoeba-test.sin-eng.sin.eng | 22.8 | 0.474 | |
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| Tatoeba-test.snd-eng.snd.eng | 8.2 | 0.287 | |
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| Tatoeba-test.tgk-eng.tgk.eng | 11.9 | 0.321 | |
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| Tatoeba-test.tly-eng.tly.eng | 0.9 | 0.076 | |
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| Tatoeba-test.urd-eng.urd.eng | 23.9 | 0.438 | |
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| Tatoeba-test.zza-eng.zza.eng | 0.6 | 0.098 | |
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### System Info: |
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- hf_name: iir-eng |
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- source_languages: iir |
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- target_languages: eng |
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- opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/iir-eng/README.md |
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- original_repo: Tatoeba-Challenge |
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- tags: ['translation'] |
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- languages: ['bn', 'or', 'gu', 'mr', 'ur', 'hi', 'ps', 'os', 'as', 'si', 'iir', 'en'] |
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- src_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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- tgt_constituents: {'eng'} |
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- src_multilingual: True |
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- tgt_multilingual: False |
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- prepro: normalization + SentencePiece (spm32k,spm32k) |
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- url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/iir-eng/opus2m-2020-08-01.zip |
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- url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/iir-eng/opus2m-2020-08-01.test.txt |
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- src_alpha3: iir |
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- tgt_alpha3: eng |
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- short_pair: iir-en |
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- chrF2_score: 0.424 |
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- bleu: 21.3 |
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- brevity_penalty: 1.0 |
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- ref_len: 67026.0 |
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- src_name: Indo-Iranian languages |
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- tgt_name: English |
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- train_date: 2020-08-01 |
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- src_alpha2: iir |
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- tgt_alpha2: en |
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- prefer_old: False |
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- long_pair: iir-eng |
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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 |
