Helsinki-NLP / opus-mt-en-iir

huggingface.co
Total runs: 615
24-hour runs: 0
7-day runs: -123
30-day runs: -10.8K
Model's Last Updated: August 16 2023
translation

Introduction of opus-mt-en-iir

Model Details of opus-mt-en-iir

eng-iir
  • source group: English

  • target group: Indo-Iranian languages

  • OPUS readme: eng-iir

  • 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

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

  • test set scores: 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: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b

  • port_machine: brutasse

  • port_time: 2020-08-21-14:41

Runs of Helsinki-NLP opus-mt-en-iir on huggingface.co

615
Total runs
0
24-hour runs
-29
3-day runs
-123
7-day runs
-10.8K
30-day runs

More Information About opus-mt-en-iir huggingface.co Model

More opus-mt-en-iir license Visit here:

https://choosealicense.com/licenses/apache-2.0

opus-mt-en-iir huggingface.co

opus-mt-en-iir huggingface.co is an AI model on huggingface.co that provides opus-mt-en-iir's model effect (), which can be used instantly with this Helsinki-NLP opus-mt-en-iir model. huggingface.co supports a free trial of the opus-mt-en-iir model, and also provides paid use of the opus-mt-en-iir. Support call opus-mt-en-iir model through api, including Node.js, Python, http.

Helsinki-NLP opus-mt-en-iir online free

opus-mt-en-iir huggingface.co is an online trial and call api platform, which integrates opus-mt-en-iir's modeling effects, including api services, and provides a free online trial of opus-mt-en-iir, you can try opus-mt-en-iir online for free by clicking the link below.

Helsinki-NLP opus-mt-en-iir online free url in huggingface.co:

https://huggingface.co/Helsinki-NLP/opus-mt-en-iir

opus-mt-en-iir install

opus-mt-en-iir is an open source model from GitHub that offers a free installation service, and any user can find opus-mt-en-iir on GitHub to install. At the same time, huggingface.co provides the effect of opus-mt-en-iir install, users can directly use opus-mt-en-iir installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

opus-mt-en-iir install url in huggingface.co:

https://huggingface.co/Helsinki-NLP/opus-mt-en-iir

Url of opus-mt-en-iir

Provider of opus-mt-en-iir huggingface.co

Helsinki-NLP
ORGANIZATIONS

Other API from Helsinki-NLP