README.md

opusTCv20210807_transformer-big_2022-09-15.zip

• dataset: opusTCv20210807
• model: transformer-big
• source language(s): bel bel_Latn bos_Cyrl bos_Latn bul ces hbs hbs_Cyrl hrv mkd pol rus slv srp_Cyrl srp_Latn ukr
• target language(s): dan fao isl nno nob swe
• raw source language(s): bel bos bul ces hbs hrv mkd pol rus slv srp ukr
• raw target language(s): dan fao isl nno nob swe
• model: transformer-big
• pre-processing: normalization + SentencePiece (spm32k,spm32k)
• a sentence initial language token is required in the form of >>id<< (id = valid target language ID)
• valid language labels:
• download: opusTCv20210807_transformer-big_2022-09-15.zip
• test set translations: opusTCv20210807_transformer-big_2022-09-15.test.txt
• test set scores: opusTCv20210807_transformer-big_2022-09-15.eval.txt

Benchmarks

testset	BLEU	chr-F	#sent	#words	BP
Tatoeba-test-v2021-08-07.bel-dan	29.1	0.50560	2	14	0.846
Tatoeba-test-v2021-08-07.bel-nor	61.9	0.71993	9	85	1.000
Tatoeba-test-v2021-08-07.bul-dan	100.0	10.00000	1	5	1.000
Tatoeba-test-v2021-08-07.bul-nor	100.0	10.00000	1	5	1.000
Tatoeba-test-v2021-08-07.bul-swe	100.0	10.00000	1	5	1.000
Tatoeba-test-v2021-08-07.ces-dan	41.7	0.76205	2	10	1.000
Tatoeba-test-v2021-08-07.ces-fao	18.9	0.45239	1	27	1.000
Tatoeba-test-v2021-08-07.ces-nor	55.3	0.72143	28	183	0.955
Tatoeba-test-v2021-08-07.ces-swe	80.3	0.90560	5	34	0.939
Tatoeba-test-v2021-08-07.hbs-nor	48.7	0.66743	5000	43346	0.982
Tatoeba-test-v2021-08-07.hbs-swe	100.0	10.00000	2	9	1.000
Tatoeba-test-v2021-08-07.hrv-nob	43.7	0.63828	53	370	0.964
Tatoeba-test-v2021-08-07.mkd-swe	30.2	0.70155	1	4	1.000
Tatoeba-test-v2021-08-07.multi-multi	51.1	0.68346	10000	78230	0.976
Tatoeba-test-v2021-08-07.pol-dan	51.5	0.68887	147	1096	1.000
Tatoeba-test-v2021-08-07.pol-fao	4.5	0.26496	5	58	0.872
Tatoeba-test-v2021-08-07.pol-isl	32.0	0.54838	18	131	0.929
Tatoeba-test-v2021-08-07.pol-nor	51.6	0.68159	281	2044	0.976
Tatoeba-test-v2021-08-07.pol-swe	56.5	0.71143	1392	9300	0.972
Tatoeba-test-v2021-08-07.rus-dan	59.0	0.73640	1713	11746	0.981
Tatoeba-test-v2021-08-07.rus-isl	23.1	0.48927	139	969	0.996
Tatoeba-test-v2021-08-07.rus-nno	44.5	0.69220	2	14	0.926
Tatoeba-test-v2021-08-07.rus-nob	45.8	0.66000	1277	11669	0.963
Tatoeba-test-v2021-08-07.rus-nor	45.8	0.66003	1279	11683	0.963
Tatoeba-test-v2021-08-07.rus-swe	54.1	0.69974	1282	8447	0.957
Tatoeba-test-v2021-08-07.slv-dan	41.3	0.71702	2	9	1.000
Tatoeba-test-v2021-08-07.slv-nor	36.6	0.54345	113	914	0.977
Tatoeba-test-v2021-08-07.slv-swe	64.9	0.80211	2	9	1.000
Tatoeba-test-v2021-08-07.srp_Cyrl-nob	46.1	0.64269	134	1279	0.960
Tatoeba-test-v2021-08-07.srp_Latn-nob	48.6	0.66783	4813	41697	0.983
Tatoeba-test-v2021-08-07.ukr-dan	89.8	0.94639	10	54	0.981
Tatoeba-test-v2021-08-07.ukr-nor	60.9	0.74780	670	4378	0.972
Tatoeba-test-v2021-08-07.ukr-swe	18.6	0.61426	4	20	0.949