vonjack/opus-mt-mul-en-big

opusTCv20230926max50+bt+jhubctransformer-big2024-08-17.zip

• —dataset: opusTCv20230926max50+bt+jhubc
• —model: transformer-big
• —source language(s): aai aar aau abi abk acd ace acf ach acm acn acr ade adj ady aeu aey afb afhLatn afr agd agn agu ahk aia aka akh aklLatn akp alj aln alp alq alt alz ame amh ami amiLatn amk amu amuLatn angLatn ann anp anv aoz apc apr apu ara arc arg arq arz asm aso ast atg atj atq aui auy ava avkLatn avn avu awa awb awx azeCyrl azeLatn azg azz azzLatn bak bal balLatn bam bamLatn ban bar bas bav bba bbo bbr bcl bcw bef beh bel bem ben bep bex bfa bfd bfo bgr bhl bho bhz bib bik bim bis biv bjr bjv bku bkv blh blt blz bmh bmk bmq bmu bmv bnp bod boj bomLatn bosCyrl bosLatn bov box bpr bps bpy bqc bqj bqp bre bru brx bss btd bth bto bts btt btx bua bud bug buk bul bus bvyLatn bwq bwu byn bzd bzh bzj bztLatn caa cab cac cak cakLatn cat cay cbkLatn cce cco ceb ces cfm cgc cha che chf chm chq chqLatn chr chu chv chy chz cjk cjkLatn cjo cjp cjpLatn cjv cjyHans cjyHant ckb cko cle cme cmn cmnHans cmnHant cmo cmr cnh cnhLatn cni cniLatn cnl cnr cnrLatn cnt cnw cok cop copCopt cor cos cot cpa cpu cre creLatn crh crn crx csb csbLatn csk cso csy cta ctd ctp ctu cuc cui cuk cut cux cwe cwt cya cym czt daa dad dagLatn dah dan ded deu dga dgi dig dik din diq div dje djk djkLatn dng dni dnj dob dop dopLatn drtLatn dsb dsh dtp dty dug dwsLatn dww dyi dyo dyu dzo efi egl ell emi eng enmLatn epo ess est eus ewe ext fai fal fao far fas fij fil fin fkvLatn fon for fra frd frmLatn frp frr fry fuc ful fur gag gah gaw gbm gcf gcfLatn gde gej gfk ghs gil gkn gla gle glg glk glv gnd gng gog gor gos got gotGoth gqr grc grcGrek grn gsw guc gud guh guj guo gur guw guwLatn gux gvf gvl gwi gwr gym gyr hag hat hau hauLatn haw hay hbo hboHebr hbs hbsCyrl hbsLatn hch heb heh her hif hifLatn hig hil hin hinLatn hla hlt hmn hne hnj hnn hns hoc hocWara hot hrv hrxLatn hsb hsn hui hun hus husLatn hvn hwc hye hyw hywArmn hywLatn iba ibo icr idoLatn ifa ifb ife ifk ifu ify ign iii ikeLatn iku ikuLatn ileLatn ilo imo inaLatn ind inh inhLatn ino iou ipi ipk iri irk iry isl ita itv ium ixl ixlLatn izh izr jaa jaaBopo jaaHira jaaKana jaaYiii jac jakLatn jam jav javJava jbo jboCyrl jboLatn jbu jdtCyrl jmc jpaHebr jpn jun jvn kaa kab kac kal kam kan kao kasArab kasDeva kat kau kaz kazCyrl kbd kbm kbp kbpCans kbpEthi kbpGeor kbpGrek kbpHang kbpLatn kbpMlym kbpYiii kdc kdj kdl kdn kea kek kekLatn ken keo ker keu kew kez kgf kgk kha khm khz kia kik kin kirCyrl kjb kje kjh kjs kki kkj kle kma kmb kmg kmh kmo kmr kmu knc kne knj knk kno kog koi kok kom kon kpf kpg kpr kpv kpw kpz kqe kqf kqp kqw krc kri krj krl kru ksb ksh ksr ktb ktj kua kub kud kue kum kurArab kurCyrl kurLatn kus kvn kwf kxc kxm kyc kyf kyg kyq kzf laaLatn lac lad ladLatn lah lao las lat latLatn lav law lbe lcm ldnLatn lee lef lem leu lew lex lez lfnCyrl lfnLatn lgg lhu lia lid lif lij lim lin lip lit livLatn ljp lkt lldLatn lln lme lmo lnd lob lok lon louLatn lrc lsi ltz lua luc lug luo lus lutLatn luy lzzLatn maa mad mag mah mai maj mak mal mam mamLatn maq mar mau maw maxLatn maz mbb mbf mbt mcb mcp mcu mda mdf med mee mehLatn mek men meq mfe mfh mfi mfk mfq mfy mgd mgmLatn mgo mhi mhl mhx mhy mib mic mie mif mig mih mil mio mit mix mixLatn miy miz mjc mkd mks mlg mlh mlp mlt mmo mmx mna mnb mnf mnh mni mnrLatn mnw moa mog moh mol mon mop mor mos mox mpg mpm mpt mpx mqb mqj mri mrj mrw msa msaArab msaLatn msm mta muh mux muy mva mvp mvvLatn mwc mwl mwm mwv mww mxb mxt mya myb myk myu myv myw myx mzk mzm mzn mzw mzz naf nak nap nas nau nav nbl nca nch ncj ncl ncu nde ndo nds ndz neb nep new nfr ngtLatn ngu nguLatn nhe nhg nhgLatn nhi nhnLatn nhu nhw nhx nhy nia nif nii nij nim nin niu njm nlc nld nlvLatn nmz nnb nnbLatn nnh nno nnw nob nog non nop nor not nou novLatn npi npl npy nqo nsn nso nss nstLatn nsu ntm ntp ntr nuj nus nuy nwb nwi nya nyf nyn nyo nyy nzi oarHebr oarSyrc obo oci ofsLatn ojiLatn oku okv old omw ood oodLatn opm ori orm orvCyrl ospLatn oss otaArab otaLatn otaRohg otaSyrc otaThaa otaYezi ote otm otn otq ozm pab pad pag paiLatn pal pam pan panGuru pao pap pau pbi pbl pckLatn pcm pdc pes pfl phnPhnx pib pih pihLatn pio pis pkb pli pls plt plw pmf pms pmyLatn pne pntGrek poe poh pol por pot potLatn ppk ppkLatn pplLatn prf prgLatn prs ptp ptu pus pwg pww quc qya qyaLatn rai rap rav rej rhgLatn rifLatn rim rmy roh rom ron rop rro rue rug run rup rus rwo sab sag sah san sanDeva sas sat satLatn sba sbd sbl scn sco sda sdh seh ses sgb sgs sgw sgz shi shiLatn shk shn shsLatn shyLatn sig sil sin sjnLatn skr sld slk sll slv sma sme smk sml smlLatn smn smo sna snc sndArab snp snw som sot soy spa spl spp sps sqi srd srm srn srpCyrl srq ssd ssw ssx stn stp stq sue suk sun sur sus suz swa swc swe swg swh swp sxb sxn syc sylSylo syr szb szl tab tac tah taj tam taq tat tbc tbl tbo tbz tcs tcy tel tem teo ter tet tfr tgk tgkCyrl tgkLatn tgl tglLatn tglTglg tgo tgp tha thk tig tik tim tir tkl tlb tlf tlh tlhLatn tlj tlx tlyLatn tmc tmh tmrHebr tmwLatn toh toi toiLatn toj ton tpa tpi tpm tpwLatn tpz trc trn trq trs trsLatn trv tsn tso tsw ttc tte ttr tts tuc tuf tuk tukLatn tum tur tvl twb twi twu txa tyjLatn tyv tzh tzj tzl tzlLatn tzmLatn tzmTfng tzo ubr ubu udm udu uig uigArab uigCyrl uigLatn ukr umb urd usa usp uspLatn uvl uzbCyrl uzbLatn vag vec ven vie viv vls vmw vmy volLatn vot votLatn vro vun wae waj wal wap war wbm wbp wed wln wmt wmw wnc wnu wob wol wsk wuu wuv xal xclArmn xclLatn xed xho xmf xog xon xrb xsb xsi xsm xsr xtd xtm xuo yal yam yaq yaz yby ycl ycn yid yli yml yon yor yua yueHans yueHant yut yuw zam zap zea zgh zha zia zlmArab zlmLatn zom zsmArab zsmLatn zul zyp zza
• —target language(s): eng
• —raw source language(s): aai aar aau abi abk acd ace acf ach acm acn acr ade adj ady aeu aey afb afh afr agd agn agu ahk aia aka akh akl akp alj aln alp alq alt alz ame amh ami amk amu ang ann anp anv aoz apc apr apu ara arc arg arq arz asm aso ast atg atj atq aui auy ava avk avn avu awa awb awx aze azg azz bak bal bam ban bar bas bav bba bbo bbr bcl bcw bef beh bel bem ben bep bex bfa bfd bfo bgr bhl bho bhz bib bik bim bis biv bjr bjv bku bkv blh blt blz bmh bmk bmq bmu bmv bnp bod boj bom bos bov box bpr bps bpy bqc bqj bqp bre bru brx bss btd bth bto bts btt btx bua bud bug buk bul bus bvy bwq bwu byn bzd bzh bzj bzt caa cab cac cak cat cay cbk cce cco ceb ces cfm cgc cha che chf chm chq chr chu chv chy chz cjk cjo cjp cjv cjy ckb cko cle cme cmn cmo cmr cnh cni cnl cnr cnt cnw cok cop cor cos cot cpa cpu cre crh crn crx csb csk cso csy cta ctd ctp ctu cuc cui cuk cut cux cwe cwt cya cym czt daa dad dag dah dan ded deu dga dgi dig dik din diq div dje djk dng dni dnj dob dop drt dsb dsh dtp dty dug dws dww dyi dyo dyu dzo efi egl ell emi eng enm epo ess est eus ewe ext fai fal fao far fas fij fil fin fkv fon for fra frd frm frp frr fry fuc ful fur gag gah gaw gbm gcf gde gej gfk ghs gil gkn gla gle glg glk glv gnd gng gog gor gos got gqr grc grn gsw guc gud guh guj guo gur guw gux gvf gvl gwi gwr gym gyr hag hat hau haw hay hbo hbs hch heb heh her hif hig hil hin hla hlt hmn hne hnj hnn hns hoc hot hrv hrx hsb hsn hui hun hus hvn hwc hye hyw iba ibo icr ido ifa ifb ife ifk ifu ify ign iii ike iku ile ilo imo ina ind inh ino iou ipi ipk iri irk iry isl ita itv ium ixl izh izr jaa jac jak jam jav jbo jbu jdt jmc jpa jpn jun jvn kaa kab kac kal kam kan kao kas kat kau kaz kbd kbm kbp kdc kdj kdl kdn kea kek ken keo ker keu kew kez kgf kgk kha khm khz kia kik kin kir kjb kje kjh kjs kki kkj kle kma kmb kmg kmh kmo kmr kmu knc kne knj knk kno kog koi kok kom kon kpf kpg kpr kpv kpw kpz kqe kqf kqp kqw krc kri krj krl kru ksb ksh ksr ktb ktj kua kub kud kue kum kur kus kvn kwf kxc kxm kyc kyf kyg kyq kzf laa lac lad lah lao las lat lav law lbe lcm ldn lee lef lem leu lew lex lez lfn lgg lhu lia lid lif lij lim lin lip lit liv ljp lkt lld lln lme lmo lnd lob lok lon lou lrc lsi ltz lua luc lug luo lus lut luy lzz maa mad mag mah mai maj mak mal mam maq mar mau maw max maz mbb mbf mbt mcb mcp mcu mda mdf med mee meh mek men meq mfe mfh mfi mfk mfq mfy mgd mgm mgo mhi mhl mhx mhy mib mic mie mif mig mih mil mio mit mix miy miz mjc mkd mks mlg mlh mlp mlt mmo mmx mna mnb mnf mnh mni mnr mnw moa mog moh mol mon mop mor mos mox mpg mpm mpt mpx mqb mqj mri mrj mrw msa msm mta muh mux muy mva mvp mvv mwc mwl mwm mwv mww mxb mxt mya myb myk myu myv myw myx mzk mzm mzn mzw mzz naf nak nap nas nau nav nbl nca nch ncj ncl ncu nde ndo nds ndz neb nep new nfr ngt ngu nhe nhg nhi nhn nhu nhw nhx nhy nia nif nii nij nim nin niu njm nlc nld nlv nmz nnb nnh nno nnw nob nog non nop nor not nou nov npi npl npy nqo nsn nso nss nst nsu ntm ntp ntr nuj nus nuy nwb nwi nya nyf nyn nyo nyy nzi oar obo oci ofs oji oku okv old omw ood opm ori orm orv osp oss ota ote otm otn otq ozm pab pad pag pai pal pam pan pao pap pau pbi pbl pck pcm pdc pes pfl phn pib pih pio pis pkb pli pls plt plw pmf pms pmy pne pnt poe poh pol por pot ppk ppl prf prg prs ptp ptu pus pwg pww quc qya rai rap rav rej rhg rif rim rmy roh rom ron rop rro rue rug run rup rus rwo sab sag sah san sas sat sba sbd sbl scn sco sda sdh seh ses sgb sgs sgw sgz shi shk shn shs shy sig sil sin sjn skr sld slk sll slv sma sme smk sml smn smo sna snc snd snp snw som sot soy spa spl spp sps sqi srd srm srn srp srq ssd ssw ssx stn stp stq sue suk sun sur sus suz swa swc swe swg swh swp sxb sxn syc syl syr szb szl tab tac tah taj tam taq tat tbc tbl tbo tbz tcs tcy tel tem teo ter tet tfr tgk tgl tgo tgp tha thk tig tik tim tir tkl tlb tlf tlh tlj tlx tly tmc tmh tmr tmw toh toi toj ton tpa tpi tpm tpw tpz trc trn trq trs trv tsn tso tsw ttc tte ttr tts tuc tuf tuk tum tur tvl twb twi twu txa tyj tyv tzh tzj tzl tzm tzo ubr ubu udm udu uig ukr umb urd usa usp uvl uzb vag vec ven vie viv vls vmw vmy vol vot vro vun wae waj wal wap war wbm wbp wed wln wmt wmw wnc wnu wob wol wsk wuu wuv xal xcl xed xho xmf xog xon xrb xsb xsi xsm xsr xtd xtm xuo yal yam yaq yaz yby ycl ycn yid yli yml yon yor yua yue yut yuw zam zap zea zgh zha zia zlm zom zsm zul zyp zza
• —raw target language(s): eng
• —model: transformer-big
• —pre-processing: normalization + SentencePiece (spm32k,spm32k)
• —download: opusTCv20230926max50+bt+jhubc_transformer-big_2024-08-17.zip
• —test set translations: opusTCv20230926max50+bt+jhubc_transformer-big_2024-08-17.test.txt
• —test set scores: opusTCv20230926max50+bt+jhubc_transformer-big_2024-08-17.eval.txt

Benchmarks