README.md

fiu-fiu

• source group: Finno-Ugrian languages

• target group: Finno-Ugrian languages

• OPUS readme: fiu-fiu

• model: transformer

• source language(s): est fin fkv_Latn hun izh krl liv_Latn vep vro

• target language(s): est fin fkv_Latn hun izh krl liv_Latn vep vro

• 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: opus-2020-07-26.zip

• test set translations: opus-2020-07-26.test.txt

• test set scores: opus-2020-07-26.eval.txt

Benchmarks

testset	BLEU	chr-F
Tatoeba-test.est-est.est.est	2.0	0.252
Tatoeba-test.est-fin.est.fin	51.0	0.704
Tatoeba-test.est-fkv.est.fkv	1.1	0.211
Tatoeba-test.est-vep.est.vep	3.1	0.272
Tatoeba-test.fin-est.fin.est	55.2	0.722
Tatoeba-test.fin-fkv.fin.fkv	1.6	0.207
Tatoeba-test.fin-hun.fin.hun	42.4	0.663
Tatoeba-test.fin-izh.fin.izh	12.9	0.509
Tatoeba-test.fin-krl.fin.krl	4.6	0.292
Tatoeba-test.fkv-est.fkv.est	2.4	0.148
Tatoeba-test.fkv-fin.fkv.fin	15.1	0.427
Tatoeba-test.fkv-liv.fkv.liv	1.2	0.261
Tatoeba-test.fkv-vep.fkv.vep	1.2	0.233
Tatoeba-test.hun-fin.hun.fin	47.8	0.681
Tatoeba-test.izh-fin.izh.fin	24.0	0.615
Tatoeba-test.izh-krl.izh.krl	1.8	0.114
Tatoeba-test.krl-fin.krl.fin	13.6	0.407
Tatoeba-test.krl-izh.krl.izh	2.7	0.096
Tatoeba-test.liv-fkv.liv.fkv	1.2	0.164
Tatoeba-test.liv-vep.liv.vep	3.4	0.181
Tatoeba-test.multi.multi	36.7	0.581
Tatoeba-test.vep-est.vep.est	3.4	0.251
Tatoeba-test.vep-fkv.vep.fkv	1.2	0.215
Tatoeba-test.vep-liv.vep.liv	3.4	0.179

System Info:

• hf_name: fiu-fiu

• source_languages: fiu

• target_languages: fiu

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

• original_repo: Tatoeba-Challenge

• tags: ['translation']

• languages: ['se', 'fi', 'hu', 'et', 'fiu']

• src_constituents: {'izh', 'mdf', 'vep', 'vro', 'sme', 'myv', 'fkv_Latn', 'krl', 'fin', 'hun', 'kpv', 'udm', 'liv_Latn', 'est', 'mhr', 'sma'}

• tgt_constituents: {'izh', 'mdf', 'vep', 'vro', 'sme', 'myv', 'fkv_Latn', 'krl', 'fin', 'hun', 'kpv', 'udm', 'liv_Latn', 'est', 'mhr', 'sma'}

• src_multilingual: True

• tgt_multilingual: True

• prepro: normalization + SentencePiece (spm32k,spm32k)

• url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/fiu-fiu/opus-2020-07-26.zip

• url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/fiu-fiu/opus-2020-07-26.test.txt

• src_alpha3: fiu

• tgt_alpha3: fiu

• short_pair: fiu-fiu

• chrF2_score: 0.581

• bleu: 36.7

• brevity_penalty: 0.981

• ref_len: 19444.0

• src_name: Finno-Ugrian languages

• tgt_name: Finno-Ugrian languages

• train_date: 2020-07-26

• src_alpha2: fiu

• tgt_alpha2: fiu

• prefer_old: False

• long_pair: fiu-fiu

• helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535

• transformers_git_sha: 6bdf998dffa70030e42f512a586f33a15e648edd

• port_machine: brutasse

• port_time: 2020-08-19-00:09