Edit model card

trk-eng

  • source group: Turkic languages

  • target group: English

  • OPUS readme: trk-eng

  • model: transformer

  • source language(s): aze_Latn bak chv crh crh_Latn kaz_Cyrl kaz_Latn kir_Cyrl kjh kum ota_Arab ota_Latn sah tat tat_Arab tat_Latn tuk tuk_Latn tur tyv uig_Arab uig_Cyrl uzb_Cyrl uzb_Latn

  • target language(s): eng

  • model: transformer

  • pre-processing: normalization + SentencePiece (spm32k,spm32k)

  • download original weights: opus2m-2020-08-01.zip

  • test set translations: opus2m-2020-08-01.test.txt

  • test set scores: opus2m-2020-08-01.eval.txt

Benchmarks

testset BLEU chr-F
newsdev2016-entr-tureng.tur.eng 5.0 0.242
newstest2016-entr-tureng.tur.eng 3.7 0.231
newstest2017-entr-tureng.tur.eng 3.7 0.229
newstest2018-entr-tureng.tur.eng 4.1 0.230
Tatoeba-test.aze-eng.aze.eng 15.1 0.330
Tatoeba-test.bak-eng.bak.eng 3.3 0.185
Tatoeba-test.chv-eng.chv.eng 1.3 0.161
Tatoeba-test.crh-eng.crh.eng 10.8 0.325
Tatoeba-test.kaz-eng.kaz.eng 9.6 0.264
Tatoeba-test.kir-eng.kir.eng 15.3 0.328
Tatoeba-test.kjh-eng.kjh.eng 1.8 0.121
Tatoeba-test.kum-eng.kum.eng 16.1 0.277
Tatoeba-test.multi.eng 12.0 0.304
Tatoeba-test.ota-eng.ota.eng 2.0 0.149
Tatoeba-test.sah-eng.sah.eng 0.7 0.140
Tatoeba-test.tat-eng.tat.eng 4.0 0.215
Tatoeba-test.tuk-eng.tuk.eng 5.5 0.243
Tatoeba-test.tur-eng.tur.eng 26.8 0.443
Tatoeba-test.tyv-eng.tyv.eng 1.3 0.111
Tatoeba-test.uig-eng.uig.eng 0.2 0.111
Tatoeba-test.uzb-eng.uzb.eng 4.6 0.195

System Info:

  • hf_name: trk-eng

  • source_languages: trk

  • target_languages: eng

  • opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/trk-eng/README.md

  • original_repo: Tatoeba-Challenge

  • tags: ['translation']

  • languages: ['tt', 'cv', 'tk', 'tr', 'ba', 'trk', 'en']

  • src_constituents: {'kir_Cyrl', 'tat_Latn', 'tat', 'chv', 'uzb_Cyrl', 'kaz_Latn', 'aze_Latn', 'crh', 'kjh', 'uzb_Latn', 'ota_Arab', 'tuk_Latn', 'tuk', 'tat_Arab', 'sah', 'tyv', 'tur', 'uig_Arab', 'crh_Latn', 'kaz_Cyrl', 'uig_Cyrl', 'kum', 'ota_Latn', 'bak'}

  • tgt_constituents: {'eng'}

  • src_multilingual: True

  • tgt_multilingual: False

  • prepro: normalization + SentencePiece (spm32k,spm32k)

  • url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/trk-eng/opus2m-2020-08-01.zip

  • url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/trk-eng/opus2m-2020-08-01.test.txt

  • src_alpha3: trk

  • tgt_alpha3: eng

  • short_pair: trk-en

  • chrF2_score: 0.304

  • bleu: 12.0

  • brevity_penalty: 1.0

  • ref_len: 18733.0

  • src_name: Turkic languages

  • tgt_name: English

  • train_date: 2020-08-01

  • src_alpha2: trk

  • tgt_alpha2: en

  • prefer_old: False

  • long_pair: trk-eng

  • helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535

  • transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b

  • port_machine: brutasse

  • port_time: 2020-08-21-14:41

Downloads last month
335
Inference Examples
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.

Spaces using Helsinki-NLP/opus-mt-trk-en 7