File size: 4,260 Bytes
93cead0 229714d 93cead0 229714d 93cead0 229714d 93cead0 229714d |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 |
---
language:
-en
-bn
-or
-gu
-mr
-ur
-hi
-ps
-os
-as
-si
-iir
tags:
- translation
license: apache-2.0
---
### eng-iir
* source group: English
* target group: Indo-Iranian languages
* OPUS readme: [eng-iir](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-iir/README.md)
* model: transformer
* source language(s): eng
* 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
* 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: [opus2m-2020-08-01.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-iir/opus2m-2020-08-01.zip)
* 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)
* 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)
## Benchmarks
| testset | BLEU | chr-F |
|-----------------------|-------|-------|
| newsdev2014-enghin.eng.hin | 6.7 | 0.326 |
| newsdev2019-engu-engguj.eng.guj | 6.0 | 0.283 |
| newstest2014-hien-enghin.eng.hin | 10.4 | 0.353 |
| newstest2019-engu-engguj.eng.guj | 6.6 | 0.282 |
| Tatoeba-test.eng-asm.eng.asm | 2.7 | 0.249 |
| Tatoeba-test.eng-awa.eng.awa | 0.4 | 0.122 |
| Tatoeba-test.eng-ben.eng.ben | 15.3 | 0.459 |
| Tatoeba-test.eng-bho.eng.bho | 3.7 | 0.161 |
| Tatoeba-test.eng-fas.eng.fas | 3.4 | 0.227 |
| Tatoeba-test.eng-guj.eng.guj | 18.5 | 0.365 |
| Tatoeba-test.eng-hif.eng.hif | 1.0 | 0.064 |
| Tatoeba-test.eng-hin.eng.hin | 17.0 | 0.461 |
| Tatoeba-test.eng-jdt.eng.jdt | 3.9 | 0.122 |
| Tatoeba-test.eng-kok.eng.kok | 5.5 | 0.059 |
| Tatoeba-test.eng-kur.eng.kur | 4.0 | 0.125 |
| Tatoeba-test.eng-lah.eng.lah | 0.3 | 0.008 |
| Tatoeba-test.eng-mai.eng.mai | 9.3 | 0.445 |
| Tatoeba-test.eng-mar.eng.mar | 20.7 | 0.473 |
| Tatoeba-test.eng.multi | 13.7 | 0.392 |
| Tatoeba-test.eng-nep.eng.nep | 0.6 | 0.060 |
| Tatoeba-test.eng-ori.eng.ori | 2.4 | 0.193 |
| Tatoeba-test.eng-oss.eng.oss | 2.1 | 0.174 |
| Tatoeba-test.eng-pan.eng.pan | 9.7 | 0.355 |
| Tatoeba-test.eng-pus.eng.pus | 1.0 | 0.126 |
| Tatoeba-test.eng-rom.eng.rom | 1.3 | 0.230 |
| Tatoeba-test.eng-san.eng.san | 1.3 | 0.101 |
| Tatoeba-test.eng-sin.eng.sin | 11.7 | 0.384 |
| Tatoeba-test.eng-snd.eng.snd | 2.8 | 0.180 |
| Tatoeba-test.eng-tgk.eng.tgk | 8.1 | 0.353 |
| Tatoeba-test.eng-tly.eng.tly | 0.5 | 0.015 |
| Tatoeba-test.eng-urd.eng.urd | 12.3 | 0.409 |
| Tatoeba-test.eng-zza.eng.zza | 0.5 | 0.025 |
### System Info:
- hf_name: eng-iir
- source_languages: eng
- target_languages: iir
- opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-iir/README.md
- original_repo: Tatoeba-Challenge
- tags: ['translation']
- languages: ['en', 'bn', 'or', 'gu', 'mr', 'ur', 'hi', 'ps', 'os', 'as', 'si', 'iir']
- src_constituents: {'eng'}
- 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'}
- src_multilingual: False
- tgt_multilingual: True
- prepro: normalization + SentencePiece (spm32k,spm32k)
- url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-iir/opus2m-2020-08-01.zip
- url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-iir/opus2m-2020-08-01.test.txt
- src_alpha3: eng
- tgt_alpha3: iir
- short_pair: en-iir
- chrF2_score: 0.392
- bleu: 13.7
- brevity_penalty: 1.0
- ref_len: 63351.0
- src_name: English
- tgt_name: Indo-Iranian languages
- train_date: 2020-08-01
- src_alpha2: en
- tgt_alpha2: iir
- prefer_old: False
- long_pair: eng-iir
- helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
- transformers_git_sha: 6bdf998dffa70030e42f512a586f33a15e648edd
- port_machine: brutasse
- port_time: 2020-08-19-00:09 |