mirror of
https://github.com/Helsinki-NLP/OPUS-MT-train.git
synced 2024-07-14 23:50:23 +03:00
submodule
This commit is contained in:
Joerg Tiedemann
commit
6ca2822e08
@ -274,6 +274,9 @@ PIVOT_LANG ?= ${DEFAULT_PIVOT_LANG}
|
||||
${MAKE} DATASET=${DATASET}+ft USE_FORWARDTRANS=1 SHUFFLE_TRAINING_DATA=1 ${@:-ft=}
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||||
# use a selected set of forward translation
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||||
# TODO: only call the translation extraction recipe if there is no file that matches
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||||
# the extension of that kind of extraction type (e.g. *.best95.gz)
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# --> this can go wrong
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# default for ce-filter
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FT_SELECTED ?= 95
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@ -282,8 +285,10 @@ FT_SELECTED ?= 95
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@for s in ${SRCLANGS}; do \
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for t in ${TRGLANGS}; do \
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if [ -e ${FORWARDTRANS_HOME}/$$s-$$t/latest ]; then \
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${MAKE} -C ${FORWARDTRANS_HOME} SRC=$$s TRG=$$t \
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if [ ! -e `ls ${FORWARDTRANS_HOME}/$$s-$$t/latest/*.best${FT_SELECTED}.gz | head -1` ]; then \
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${MAKE} -C ${FORWARDTRANS_HOME} SRC=$$s TRG=$$t \
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RETAIN=${FT_SELECTED} extract-best-translations; \
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fi \
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fi \
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done \
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done
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@ -45,9 +45,11 @@ train-student:
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all-job-${STUDENT_DATA}-${STUDENT_VOCAB}-tatoeba
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test-student:
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make FT_SELECTED=${STUDENT_CEFILTER} HPC_MEM=20g WALLTIME=2 \
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eval-${STUDENT_DATA}-${STUDENT_VOCAB}-tatoeba.submit \
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eval-testsets-${STUDENT_DATA}-${STUDENT_VOCAB}-tatoeba.submit
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make FT_SELECTED=${STUDENT_CEFILTER} \
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eval-${STUDENT_DATA}-${STUDENT_VOCAB}-tatoeba \
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eval-testsets-${STUDENT_DATA}-${STUDENT_VOCAB}-tatoeba \
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tatoeba-multilingual-eval-${STUDENT_DATA}-${STUDENT_VOCAB}-tatoeba \
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tatoeba-sublang-eval-${STUDENT_DATA}-${STUDENT_VOCAB}-tatoeba
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release-student:
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make ${STUDENT_HPCPARAMS} FT_SELECTED=${STUDENT_CEFILTER} \
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@ -83,6 +83,22 @@ elg-ukr-students:
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done
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elg-test-tiny2:
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${MAKE} EMAIL= SRCLANGS=ukr TRGLANGS=eng test-tiny11-student
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${MAKE} EMAIL= SRCLANGS=eng TRGLANGS=ukr test-tiny11-student
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${MAKE} EMAIL= SRCLANGS=ukr TRGLANGS=deu STUDENT_DATA=ftbest-bt-nopar test-tiny11-student
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${MAKE} EMAIL= SRCLANGS=deu TRGLANGS=ukr STUDENT_DATA=ftbest-bt-nopar test-tiny11-student
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${MAKE} EMAIL= SRCLANGS=deu TRGLANGS=ukr STUDENT_DATA=ftbest-ftmono-nopar test-tiny11-student
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${MAKE} EMAIL= SRCLANGS="ces slk" TRGLANGS=ukr STUDENT_DATA=pft-pbt-bt test-tiny11-student
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${MAKE} EMAIL= SRCLANGS=gmq TRGLANGS=ukr STUDENT_DATA=pft-pbt-bt test-tiny11-student
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elg-dist-tiny2:
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${MAKE} EMAIL= SRCLANGS=ukr TRGLANGS=eng quantize-tiny11-student release-tiny11-student
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${MAKE} EMAIL= SRCLANGS=eng TRGLANGS=ukr quantize-tiny11-student release-tiny11-student
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${MAKE} EMAIL= SRCLANGS=deu TRGLANGS=ukr STUDENT_DATA=ftbest-ftmono-nopar quantize-tiny11-student release-tiny11-student
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${MAKE} EMAIL= SRCLANGS="ces slk" TRGLANGS=ukr STUDENT_DATA=pft-pbt-bt quantize-tiny11-student release-tiny11-student
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elg-test-tiny:
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${MAKE} EMAIL= STUDENT_DATA=pft-pbt SRCLANGS=fin TRGLANGS=ukr test-tiny11-student
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${MAKE} EMAIL= STUDENT_DATA=pft-pbt SRCLANGS=ukr TRGLANGS=fin test-tiny11-student
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@ -125,7 +141,12 @@ elg-ukr2fin-tiny11:
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||||
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||||
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elg-gmq2ukr-tiny11:
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${MAKE} MARIAN_EXTRA=--no-restore-corpus CHECK_TRAINDATA_SIZE=1 CLEAN_CORPUS_TRAINING_DATA=1 STUDENT_DATA=pft-pbt-bt SRCLANGS="dan isl nno nob nor swe" TRGLANGS=ukr LANGPAIRSTR="gmq-ukr" train-tiny11-student
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${MAKE} MARIAN_EXTRA=--no-restore-corpus \
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DATA_PREPARE_HPCPARAMS='${DATA_PREPARE_HPCPARAMS} CPUJOB_HPC_DISK=1000' \
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||||
DATA_ALIGN_HPCPARAMS="${DATA_ALIGN_HPCPARAMS} CPUJOB_HPC_DISK=1000" \
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CHECK_TRAINDATA_SIZE=1 CLEAN_CORPUS_TRAINING_DATA=1 \
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STUDENT_DATA=pft-pbt-bt SRCLANGS="dan isl nno nob nor swe" TRGLANGS=ukr \
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LANGPAIRSTR="gmq-ukr" train-tiny11-student
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||||
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@ -165,14 +186,71 @@ elg-ukr2lit-tiny11:
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||||
|
||||
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||||
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||||
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elg-ces_slk2ukr-tiny11:
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${MAKE} MARIAN_EXTRA=--no-restore-corpus GPUJOB_HPC_MEM=24g \
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||||
DATA_PREPARE_HPCPARAMS='${DATA_PREPARE_HPCPARAMS} CPUJOB_HPC_DISK=1000' \
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DATA_ALIGN_HPCPARAMS="${DATA_ALIGN_HPCPARAMS} CPUJOB_HPC_DISK=1000" \
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||||
CHECK_TRAINDATA_SIZE=1 CLEAN_CORPUS_TRAINING_DATA=1 \
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||||
STUDENT_DATA=pft-pbt-bt SRCLANGS="ces slk" TRGLANGS=ukr train-tiny11-student
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||||
|
||||
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||||
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||||
elg-deu2ukr-tiny11:
|
||||
${MAKE} MARIAN_EXTRA=--no-restore-corpus CHECK_TRAINDATA_SIZE=1 CLEAN_CORPUS_TRAINING_DATA=1 STUDENT_DATA=pft-pbt-bt SRCLANGS=deu TRGLANGS=ukr train-tiny11-student
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||||
${MAKE} MARIAN_EXTRA=--no-restore-corpus GPUJOB_HPC_MEM=24g \
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||||
DATA_PREPARE_HPCPARAMS='${DATA_PREPARE_HPCPARAMS} CPUJOB_HPC_DISK=1000' \
|
||||
DATA_ALIGN_HPCPARAMS="${DATA_ALIGN_HPCPARAMS} CPUJOB_HPC_DISK=1000" \
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||||
CHECK_TRAINDATA_SIZE=1 CLEAN_CORPUS_TRAINING_DATA=1 \
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||||
STUDENT_DATA=pft-pbt-bt SRCLANGS=deu TRGLANGS=ukr train-tiny11-student
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elg-ukr2deu-tiny11:
|
||||
${MAKE} MARIAN_EXTRA=--no-restore-corpus STUDENT_DATA=pft-pbt-bt SRCLANGS=ukr CHECK_TRAINDATA_SIZE=1 CLEAN_CORPUS_TRAINING_DATA=1 TRGLANGS=deu train-tiny11-student
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||||
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||||
elg-deu2ukr-student:
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${MAKE} MARIAN_EARLY_STOPPING=15 SRCLANGS=deu TRGLANGS=ukr train-tiny11-student
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||||
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||||
elg-ukr2deu-student:
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||||
${MAKE} SRCLANGS=ukr TRGLANGS=deu train-tiny11-student
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||||
elg-deu2ukr-student2:
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||||
${MAKE} SRCLANGS=deu TRGLANGS=ukr STUDENT_DATA=ftbest-ftmono-nopar train-tiny11-student
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||||
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||||
elg-deu2ukr-student3:
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||||
${MAKE} MODELZIP=https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opusTCv20210807+pbt_transformer-align_2022-03-07.zip \
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||||
SRCLANGS=deu TRGLANGS=ukr STUDENT_DATA=ftbest-bt-nopar train-tiny11-student
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||||
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||||
elg-ukr2deu-student2:
|
||||
${MAKE} SRCLANGS=ukr TRGLANGS=deu STUDENT_DATA=ftbest-ftmono-nopar train-tiny11-student
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||||
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||||
elg-ukr2deu-student3:
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||||
${MAKE} MODELZIP=https://object.pouta.csc.fi/Tatoeba-MT-models/ukr-deu/opusTCv20210807_transformer-big_2022-03-14.zip \ SRCLANGS=ukr TRGLANGS=deu STUDENT_DATA=ftbest-bt-nopar train-tiny11-student
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||||
|
||||
|
||||
|
||||
|
||||
elg-spa2ukr-student:
|
||||
${MAKE} MARIAN_EARLY_STOPPING=15 SRCLANGS=spa TRGLANGS=ukr train-tiny11-student
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||||
|
||||
elg-ukr2spa-student:
|
||||
${MAKE} MARIAN_EARLY_STOPPING=15 SRCLANGS=ukr TRGLANGS=spa train-tiny11-student
|
||||
|
||||
|
||||
elg-fra2ukr-student:
|
||||
${MAKE} MARIAN_EARLY_STOPPING=15 SRCLANGS=fra TRGLANGS=ukr train-tiny11-student
|
||||
|
||||
elg-ukr2fra-student:
|
||||
${MAKE} MARIAN_EARLY_STOPPING=15 SRCLANGS=ukr TRGLANGS=fra train-tiny11-student
|
||||
|
||||
elg-eng2ukr-student:
|
||||
${MAKE} MARIAN_EARLY_STOPPING=15 SRCLANGS=eng TRGLANGS=ukr train-tiny11-student
|
||||
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||||
elg-ukr2eng-student:
|
||||
${MAKE} MARIAN_EXTRA=--no-restore-corpus MARIAN_EARLY_STOPPING=15 SRCLANGS=ukr TRGLANGS=eng train-tiny11-student
|
||||
|
||||
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||||
elg-eng2ukr-student2:
|
||||
${MAKE} MARIAN_EARLY_STOPPING=15 STUDENT_DATA=ftbest-bt-nopar SRCLANGS=eng TRGLANGS=ukr train-tiny11-student
|
||||
|
||||
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||||
|
||||
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||||
@ -1,6 +1,7 @@
|
||||
23.2 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-zle/opusTCv20210807_transformer-big_2022-03-19.zip
|
||||
23.1 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opusTCv20210807+pbt_transformer-align_2022-03-07.zip
|
||||
22.7 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-zle/opusTCv20210807_transformer-big_2022-03-13.zip
|
||||
20.6 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opusTCv20210807+nopar+ft95-sepvoc_transformer-tiny11-align_2022-03-20.zip
|
||||
14.3 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opus-2021-02-18.zip
|
||||
14.2 https://object.pouta.csc.fi/Tatoeba-MT-models/gmw-zle/opus1m-2021-02-12.zip
|
||||
9.2 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-27.zip
|
||||
|
||||
@ -1,6 +1,7 @@
|
||||
0.52063 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-zle/opusTCv20210807_transformer-big_2022-03-19.zip
|
||||
0.51699 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opusTCv20210807+pbt_transformer-align_2022-03-07.zip
|
||||
0.51690 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-zle/opusTCv20210807_transformer-big_2022-03-13.zip
|
||||
0.49763 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opusTCv20210807+nopar+ft95-sepvoc_transformer-tiny11-align_2022-03-20.zip
|
||||
0.427 https://object.pouta.csc.fi/Tatoeba-MT-models/gmw-zle/opus1m-2021-02-12.zip
|
||||
0.421 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opus-2021-02-18.zip
|
||||
0.351 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-27.zip
|
||||
|
||||
@ -1,6 +1,7 @@
|
||||
24.0 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-zle/opusTCv20210807_transformer-big_2022-03-19.zip
|
||||
23.6 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opusTCv20210807+pbt_transformer-align_2022-03-07.zip
|
||||
23.5 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-zle/opusTCv20210807_transformer-big_2022-03-13.zip
|
||||
21.3 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opusTCv20210807+nopar+ft95-sepvoc_transformer-tiny11-align_2022-03-20.zip
|
||||
14.7 https://object.pouta.csc.fi/Tatoeba-MT-models/gmw-zle/opus1m-2021-02-12.zip
|
||||
14.6 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opus-2021-02-18.zip
|
||||
9.2 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-27.zip
|
||||
|
||||
@ -1,6 +1,7 @@
|
||||
0.53137 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-zle/opusTCv20210807_transformer-big_2022-03-19.zip
|
||||
0.52810 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-zle/opusTCv20210807_transformer-big_2022-03-13.zip
|
||||
0.52614 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opusTCv20210807+pbt_transformer-align_2022-03-07.zip
|
||||
0.50994 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opusTCv20210807+nopar+ft95-sepvoc_transformer-tiny11-align_2022-03-20.zip
|
||||
0.436 https://object.pouta.csc.fi/Tatoeba-MT-models/gmw-zle/opus1m-2021-02-12.zip
|
||||
0.427 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opus-2021-02-18.zip
|
||||
0.360 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-27.zip
|
||||
|
||||
@ -3,6 +3,7 @@
|
||||
40.1 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opus-2021-02-18.zip
|
||||
39.3 https://object.pouta.csc.fi/Tatoeba-MT-models/gmw-zle/opus1m-2021-02-12.zip
|
||||
39.1 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opusTCv20210807+pbt_transformer-align_2022-03-07.zip
|
||||
37.6 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opusTCv20210807+nopar+ft95-sepvoc_transformer-tiny11-align_2022-03-20.zip
|
||||
27.0 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-27.zip
|
||||
26.1 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-21.zip
|
||||
23.6 https://object.pouta.csc.fi/Tatoeba-MT-models/tatoeba-lowest/opus-2020-06-15.zip
|
||||
|
||||
@ -2,6 +2,7 @@
|
||||
0.62504 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-zle/opusTCv20210807_transformer-big_2022-03-13.zip
|
||||
0.61732 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opusTCv20210807+pbt_transformer-align_2022-03-07.zip
|
||||
0.611 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opus-2021-02-18.zip
|
||||
0.60764 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opusTCv20210807+nopar+ft95-sepvoc_transformer-tiny11-align_2022-03-20.zip
|
||||
0.605 https://object.pouta.csc.fi/Tatoeba-MT-models/gmw-zle/opus1m-2021-02-12.zip
|
||||
0.486 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-27.zip
|
||||
0.473 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-21.zip
|
||||
|
||||
@ -3,6 +3,7 @@
|
||||
40.1 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opus-2021-02-18.zip
|
||||
39.3 https://object.pouta.csc.fi/Tatoeba-MT-models/gmw-zle/opus1m-2021-02-12.zip
|
||||
39.1 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opusTCv20210807+pbt_transformer-align_2022-03-07.zip
|
||||
37.6 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opusTCv20210807+nopar+ft95-sepvoc_transformer-tiny11-align_2022-03-20.zip
|
||||
26.9 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-27.zip
|
||||
26.0 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-21.zip
|
||||
23.6 https://object.pouta.csc.fi/Tatoeba-MT-models/tatoeba-lowest/opus-2020-06-15.zip
|
||||
|
||||
@ -2,6 +2,7 @@
|
||||
0.62609 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-zle/opusTCv20210807_transformer-big_2022-03-13.zip
|
||||
0.61839 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opusTCv20210807+pbt_transformer-align_2022-03-07.zip
|
||||
0.612 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opus-2021-02-18.zip
|
||||
0.60901 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opusTCv20210807+nopar+ft95-sepvoc_transformer-tiny11-align_2022-03-20.zip
|
||||
0.606 https://object.pouta.csc.fi/Tatoeba-MT-models/gmw-zle/opus1m-2021-02-12.zip
|
||||
0.486 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-27.zip
|
||||
0.473 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-21.zip
|
||||
|
||||
@ -3,6 +3,7 @@
|
||||
40.0 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opus-2021-02-18.zip
|
||||
39.3 https://object.pouta.csc.fi/Tatoeba-MT-models/gmw-zle/opus1m-2021-02-12.zip
|
||||
39.1 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opusTCv20210807+pbt_transformer-align_2022-03-07.zip
|
||||
37.5 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opusTCv20210807+nopar+ft95-sepvoc_transformer-tiny11-align_2022-03-20.zip
|
||||
26.9 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-27.zip
|
||||
26.0 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-21.zip
|
||||
23.5 https://object.pouta.csc.fi/Tatoeba-MT-models/tatoeba-lowest/opus-2020-06-15.zip
|
||||
|
||||
@ -2,6 +2,7 @@
|
||||
0.62504 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-zle/opusTCv20210807_transformer-big_2022-03-13.zip
|
||||
0.61767 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opusTCv20210807+pbt_transformer-align_2022-03-07.zip
|
||||
0.611 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opus-2021-02-18.zip
|
||||
0.60870 https://object.pouta.csc.fi/Tatoeba-MT-models/deu-ukr/opusTCv20210807+nopar+ft95-sepvoc_transformer-tiny11-align_2022-03-20.zip
|
||||
0.605 https://object.pouta.csc.fi/Tatoeba-MT-models/gmw-zle/opus1m-2021-02-12.zip
|
||||
0.485 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-27.zip
|
||||
0.472 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-21.zip
|
||||
|
||||
1
scores/eng-deu/news2008/bleu-scores.txt
Normal file
1
scores/eng-deu/news2008/bleu-scores.txt
Normal file
@ -0,0 +1 @@
|
||||
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54.6 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-deu/opusTCv20210807_transformer-big_2022-03-14.zip
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50.5 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-gmw/opus-tuned4ukr2deu-2021-01-17.zip
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50.1 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-gmw/opus1m-2021-02-16.zip
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32.9 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-fra/opusTCv20210807_transformer-big_2022-03-14.zip
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22.2 https://object.pouta.csc.fi/Tatoeba-MT-models/ukr-fra/opus-2021-02-19.zip
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33.0 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-fra/opusTCv20210807_transformer-big_2022-03-14.zip
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24.6 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-roa/opus1m-2021-02-18.zip
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22.1 https://object.pouta.csc.fi/Tatoeba-MT-models/ukr-fra/opus-2021-02-19.zip
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14.5 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-27.zip
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51.7 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-fra/opusTCv20210807_transformer-big_2022-03-19.zip
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50.4 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-fra/opusTCv20210807_transformer-big_2022-03-14.zip
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48.8 https://object.pouta.csc.fi/Tatoeba-MT-models/ukr-fra/opusTCv20210807+nopar+ft95-sepvoc_transformer-tiny11-align_2022-03-21.zip
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||||
47.2 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-roa/opus1m-2021-02-18.zip
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46.3 https://object.pouta.csc.fi/Tatoeba-MT-models/ukr-fra/opus-2021-02-19.zip
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32.0 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-27.zip
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51.8 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-fra/opusTCv20210807_transformer-big_2022-03-19.zip
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50.4 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-fra/opusTCv20210807_transformer-big_2022-03-14.zip
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48.8 https://object.pouta.csc.fi/Tatoeba-MT-models/ukr-fra/opusTCv20210807+nopar+ft95-sepvoc_transformer-tiny11-align_2022-03-21.zip
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46.3 https://object.pouta.csc.fi/Tatoeba-MT-models/ukr-fra/opus-2021-02-19.zip
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50.4 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-fra/opusTCv20210807_transformer-big_2022-03-14.zip
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48.7 https://object.pouta.csc.fi/Tatoeba-MT-models/ukr-fra/opusTCv20210807+nopar+ft95-sepvoc_transformer-tiny11-align_2022-03-21.zip
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47.3 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-roa/opus1m-2021-02-18.zip
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46.3 https://object.pouta.csc.fi/Tatoeba-MT-models/ukr-fra/opus-2021-02-19.zip
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||||
|
||||
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