zle-fin

opusTCv20210807+bt_transformer-big_2022-03-07.zip

• dataset: opusTCv20210807+bt
• model: transformer-big
• source language(s): rus ukr
• target language(s): fin
• raw source language(s): rus ukr
• raw target language(s): fin
• model: transformer-big
• pre-processing: normalization + SentencePiece (spm32k,spm32k)
• download: opusTCv20210807+bt_transformer-big_2022-03-07.zip
• test set translations: opusTCv20210807+bt_transformer-big_2022-03-07.test.txt
• test set scores: opusTCv20210807+bt_transformer-big_2022-03-07.eval.txt

Benchmarks

testset	BLEU	chr-F	#sent	#words	BP
Tatoeba-test-v2021-08-07.multi-fin	42.3	0.66361	3676	19510	0.945
Tatoeba-test-v2021-08-07.rus-fin	42.1	0.66265	3643	19307	0.944
Tatoeba-test-v2021-08-07.ukr-fin	48.5	0.67641	33	191	0.963

opusTCv20210807+xb+bt+pft+pbt_transformer-big_2022-04-18.zip

• dataset: opusTCv20210807+xb+bt+pft+pbt
• model: transformer-big
• source language(s): rus ukr
• target language(s): fin
• raw source language(s): rus ukr
• raw target language(s): fin
• model: transformer-big
• pre-processing: normalization + SentencePiece (spm32k,spm32k)
• download: opusTCv20210807+xb+bt+pft+pbt_transformer-big_2022-04-18.zip
• test set translations: opusTCv20210807+xb+bt+pft+pbt_transformer-big_2022-04-18.test.txt
• test set scores: opusTCv20210807+xb+bt+pft+pbt_transformer-big_2022-04-18.eval.txt

Benchmarks

testset	BLEU	chr-F	#sent	#words	BP
flores101.rus-fin	19.2	0.54558	1012	18775	1.000
flores101.ukr-fin	21.1	0.55721	1012	18775	0.997
Tatoeba-test-v2021-08-07.multi-fin	43.7	0.67184	3676	19510	0.944

opusTCv20210807+nopar+ftmono+ft95-sepvoc_transformer-tiny11-align_2022-09-27.zip

• dataset: opusTCv20210807+nopar+ftmono+ft95
• model: transformer-tiny11-align
• source language(s): rus ukr
• target language(s): fin
• raw source language(s): rus ukr
• raw target language(s): fin
• model: transformer-tiny11-align
• pre-processing: normalization + SentencePiece (spm32k,spm32k)
• download: opusTCv20210807+nopar+ftmono+ft95-sepvoc_transformer-tiny11-align_2022-09-27.zip
• test set translations: opusTCv20210807+nopar+ftmono+ft95-sepvoc_transformer-tiny11-align_2022-09-27.test.txt
• test set scores: opusTCv20210807+nopar+ftmono+ft95-sepvoc_transformer-tiny11-align_2022-09-27.eval.txt

Benchmarks

testset	BLEU	chr-F	#sent	#words	BP
flores101.rus-fin	16.5	0.52261	1012	18775	1.000
flores101.ukr-fin	17.2	0.53075	1012	18775	1.000
Tatoeba-test-v2021-08-07.multi-fin	40.4	0.64911	3676	19510	0.947
Tatoeba-test-v2021-08-07.rus-fin	40.1	0.64711	3643	19307	0.947
Tatoeba-test-v2021-08-07.ukr-fin	46.3	0.64837	33	191	0.968