metadata
language_creators:
- expert-generated
language:
- aa
- aar
- abl
- af
- afr
- agr
- aiq
- als
- am
- amh
- ami
- ane
- apc
- arh
- arn
- arz
- as
- asm
- ayr
- ayz
- azb
- azj
- azm
- azz
- ba
- bak
- bam
- bas
- bba
- be
- bel
- ben
- bft
- bg
- bhb
- bho
- bm
- bn
- bo
- bod
- bos
- br
- bre
- brh
- brx
- bs
- bsh
- bsk
- bul
- ca
- cak
- cat
- ce
- ceb
- ces
- che
- chr
- chv
- cja
- cjk
- ckb
- ckl
- cmn
- crk
- cs
- cux
- cv
- cy
- cym
- da
- dan
- daq
- de
- deu
- dgo
- dik
- diq
- div
- djc
- dje
- dtm
- dts
- dua
- dv
- dz
- dzo
- ekk
- el
- ell
- en
- enb
- eng
- enl
- es
- eto
- eu
- eus
- ewo
- fao
- fi
- fia
- fin
- fo
- fr
- fra
- fry
- fuc
- fuv
- fvr
- fy
- ga
- gax
- gaz
- gd
- gil
- gkp
- gl
- gla
- gle
- glg
- gom
- gu
- guc
- gug
- guj
- guz
- gxx
- ha
- hat
- hau
- he
- heb
- heh
- hi
- hin
- hne
- hr
- hrv
- ht
- hu
- hun
- hve
- hy
- hye
- ibo
- id
- ig
- ijc
- ilo
- ind
- irk
- is
- isl
- it
- ita
- ja
- jav
- jmc
- jnj
- jpn
- jv
- ka
- kaa
- kac
- kai
- kal
- kam
- kan
- kat
- kaz
- kea
- kek
- khk
- khm
- khq
- khw
- kin
- kir
- kk
- kl
- kls
- km
- kmb
- kmr
- kn
- knc
- knw
- ko
- kor
- krt
- kru
- ksf
- ktu
- kuj
- kwy
- kxp
- ky
- lao
- led
- lg
- lgg
- li
- lij
- lim
- lin
- lir
- lit
- ln
- lo
- loa
- loh
- lt
- lug
- luo
- lvs
- maf
- mai
- mal
- mam
- mar
- mas
- mey
- mi
- mie
- min
- miq
- mk
- mkd
- ml
- mlt
- mos
- mr
- mri
- mt
- mtq
- my
- mya
- mzl
- naq
- nhe
- nl
- nld
- nlv
- nn
- nno
- npi
- nso
- nus
- ny
- nya
- ory
- pa
- pan
- pbs
- pbt
- pcm
- pes
- pl
- plt
- pol
- por
- pt
- quc
- quh
- quz
- rm
- ro
- rob
- roh
- ron
- ru
- rus
- rw
- sat
- sba
- scn
- sd
- se
- sgc
- shn
- si
- sif
- sin
- sk
- skr
- sl
- slk
- slv
- sme
- sn
- sna
- snd
- so
- som
- sot
- spa
- sr
- sro
- srp
- ss
- ssw
- st
- su
- sun
- sv
- swe
- swh
- szl
- ta
- tam
- taq
- tat
- tda
- te
- tel
- tg
- tgk
- tgl
- th
- tha
- ti
- tir
- tl
- tn
- toc
- tpi
- tpl
- tr
- ts
- tsg
- tsn
- tso
- tsz
- tt
- tui
- tur
- tw
- twi
- tzh
- tzm
- ug
- uig
- uk
- ukr
- umb
- ur
- urd
- uzn
- ve
- ven
- vi
- vie
- vmw
- war
- wlv
- wo
- wol
- wuu
- xh
- xho
- xuu
- ydd
- ydg
- yo
- yor
- yua
- yue
- zai
- zne
- zsm
- zu
- zul
task_categories:
- translation
size_categories:
- 1K<n<10K
configs:
- config_name: default
data_files:
- split: dev
path: data/*_level/dev/*.parquet
- split: test
path: data/*_level/test/*.parquet
- config_name: sentence_level
data_files:
- split: dev
path: data/sentence_level/**/dev/*.parquet
- split: test
path: data/sentence_level/**/test/*.parquet
- config_name: paragraph_level
data_files:
- split: dev
path: data/paragraph_level/dev/*.parquet
- split: test
path: data/paragraph_level/test/*.parquet
- config_name: benchmark
data_files:
- split: dev
path: benchmark_data/*_level/dev/*.parquet
- split: test
path: benchmark_data/*_level/test/*.parquet
- config_name: benchmark_sentence_level
data_files:
- split: dev
path: benchmark_data/sentence_level/**/dev/*.parquet
- split: test
path: benchmark_data/sentence_level/**/test/*.parquet
- config_name: benchmark_paragraph_level
data_files:
- split: dev
path: benchmark_data/paragraph_level/dev/*.parquet
- split: test
path: benchmark_data/paragraph_level/test/*.parquet
- config_name: Mozilla
data_files:
- split: dev
path: data/*/Mozilla/dev/*.parquet
- split: test
path: data/*/Mozilla/test/*.parquet
- config_name: Mozilla_sentence_level
data_files:
- split: dev
path: data/sentence_level/Mozilla/dev/*.parquet
- split: test
path: data/sentence_level/Mozilla/test/*.parquet
- config_name: Mozilla_paragraph_level
data_files:
- split: dev
path: data/paragraph_level/Mozilla/dev/*.parquet
- split: test
path: data/paragraph_level/Mozilla/test/*.parquet
- config_name: aar_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/aar_Latn.parquet
- split: test
path: data/sentence_level/**/test/aar_Latn.parquet
- config_name: abl_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/abl_Latn.parquet
- split: test
path: data/sentence_level/**/test/abl_Latn.parquet
- config_name: afr_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/afr_Latn.parquet
- split: test
path: data/sentence_level/**/test/afr_Latn.parquet
- config_name: agr_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/agr_Latn.parquet
- split: test
path: data/sentence_level/**/test/agr_Latn.parquet
- config_name: aiq_Arab
data_files:
- split: dev
path: data/sentence_level/**/dev/aiq_Arab.parquet
- split: test
path: data/sentence_level/**/test/aiq_Arab.parquet
- config_name: als_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/als_Latn.parquet
- split: test
path: data/sentence_level/**/test/als_Latn.parquet
- config_name: amh_Ethi
data_files:
- split: dev
path: data/sentence_level/**/dev/amh_Ethi.parquet
- split: test
path: data/sentence_level/**/test/amh_Ethi.parquet
- config_name: ami_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/ami_Latn.parquet
- split: test
path: data/sentence_level/**/test/ami_Latn.parquet
- config_name: ane_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/ane_Latn.parquet
- split: test
path: data/sentence_level/**/test/ane_Latn.parquet
- config_name: apc_Arab
data_files:
- split: dev
path: data/sentence_level/**/dev/apc_Arab.parquet
- split: test
path: data/sentence_level/**/test/apc_Arab.parquet
- config_name: arh_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/arh_Latn.parquet
- split: test
path: data/sentence_level/**/test/arh_Latn.parquet
- config_name: arn_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/arn_Latn.parquet
- split: test
path: data/sentence_level/**/test/arn_Latn.parquet
- config_name: arz_Arab
data_files:
- split: dev
path: data/sentence_level/**/dev/arz_Arab.parquet
- split: test
path: data/sentence_level/**/test/arz_Arab.parquet
- config_name: arz_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/arz_Latn.parquet
- split: test
path: data/sentence_level/**/test/arz_Latn.parquet
- config_name: asm_Beng
data_files:
- split: dev
path: data/sentence_level/**/dev/asm_Beng.parquet
- split: test
path: data/sentence_level/**/test/asm_Beng.parquet
- config_name: ayr_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/ayr_Latn.parquet
- split: test
path: data/sentence_level/**/test/ayr_Latn.parquet
- config_name: ayz_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/ayz_Latn.parquet
- split: test
path: data/sentence_level/**/test/ayz_Latn.parquet
- config_name: azb_Arab
data_files:
- split: dev
path: data/sentence_level/**/dev/azb_Arab.parquet
- split: test
path: data/sentence_level/**/test/azb_Arab.parquet
- config_name: azj_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/azj_Latn.parquet
- split: test
path: data/sentence_level/**/test/azj_Latn.parquet
- config_name: azm_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/azm_Latn.parquet
- split: test
path: data/sentence_level/**/test/azm_Latn.parquet
- config_name: azz_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/azz_Latn.parquet
- split: test
path: data/sentence_level/**/test/azz_Latn.parquet
- config_name: bak_Cyrl
data_files:
- split: dev
path: data/sentence_level/**/dev/bak_Cyrl.parquet
- split: test
path: data/sentence_level/**/test/bak_Cyrl.parquet
- config_name: bam_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/bam_Latn.parquet
- split: test
path: data/sentence_level/**/test/bam_Latn.parquet
- config_name: bas_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/bas_Latn.parquet
- split: test
path: data/sentence_level/**/test/bas_Latn.parquet
- config_name: bba_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/bba_Latn.parquet
- split: test
path: data/sentence_level/**/test/bba_Latn.parquet
- config_name: bel_Cyrl
data_files:
- split: dev
path: data/sentence_level/**/dev/bel_Cyrl.parquet
- split: test
path: data/sentence_level/**/test/bel_Cyrl.parquet
- config_name: ben_Beng
data_files:
- split: dev
path: data/sentence_level/**/dev/ben_Beng.parquet
- split: test
path: data/sentence_level/**/test/ben_Beng.parquet
- config_name: ben_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/ben_Latn.parquet
- split: test
path: data/sentence_level/**/test/ben_Latn.parquet
- config_name: bft_Arab
data_files:
- split: dev
path: data/sentence_level/**/dev/bft_Arab.parquet
- split: test
path: data/sentence_level/**/test/bft_Arab.parquet
- config_name: bhb_Deva
data_files:
- split: dev
path: data/sentence_level/**/dev/bhb_Deva.parquet
- split: test
path: data/sentence_level/**/test/bhb_Deva.parquet
- config_name: bho_Deva
data_files:
- split: dev
path: data/sentence_level/**/dev/bho_Deva.parquet
- split: test
path: data/sentence_level/**/test/bho_Deva.parquet
- config_name: bod_Tibt
data_files:
- split: dev
path: data/sentence_level/**/dev/bod_Tibt.parquet
- split: test
path: data/sentence_level/**/test/bod_Tibt.parquet
- config_name: bos_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/bos_Latn.parquet
- split: test
path: data/sentence_level/**/test/bos_Latn.parquet
- config_name: bre_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/bre_Latn.parquet
- split: test
path: data/sentence_level/**/test/bre_Latn.parquet
- config_name: brh_Arab
data_files:
- split: dev
path: data/sentence_level/**/dev/brh_Arab.parquet
- split: test
path: data/sentence_level/**/test/brh_Arab.parquet
- config_name: brx_Deva
data_files:
- split: dev
path: data/sentence_level/**/dev/brx_Deva.parquet
- split: test
path: data/sentence_level/**/test/brx_Deva.parquet
- config_name: bsh_Arab
data_files:
- split: dev
path: data/sentence_level/**/dev/bsh_Arab.parquet
- split: test
path: data/sentence_level/**/test/bsh_Arab.parquet
- config_name: bsk_Arab
data_files:
- split: dev
path: data/sentence_level/**/dev/bsk_Arab.parquet
- split: test
path: data/sentence_level/**/test/bsk_Arab.parquet
- config_name: bul_Cyrl
data_files:
- split: dev
path: data/sentence_level/**/dev/bul_Cyrl.parquet
- split: test
path: data/sentence_level/**/test/bul_Cyrl.parquet
- config_name: cak_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/cak_Latn.parquet
- split: test
path: data/sentence_level/**/test/cak_Latn.parquet
- config_name: cat_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/cat_Latn.parquet
- split: test
path: data/sentence_level/**/test/cat_Latn.parquet
- config_name: ceb_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/ceb_Latn.parquet
- split: test
path: data/sentence_level/**/test/ceb_Latn.parquet
- config_name: ces_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/ces_Latn.parquet
- split: test
path: data/sentence_level/**/test/ces_Latn.parquet
- config_name: che_Cyrl
data_files:
- split: dev
path: data/sentence_level/**/dev/che_Cyrl.parquet
- split: test
path: data/sentence_level/**/test/che_Cyrl.parquet
- config_name: chr_Cher
data_files:
- split: dev
path: data/sentence_level/**/dev/chr_Cher.parquet
- split: test
path: data/sentence_level/**/test/chr_Cher.parquet
- config_name: chv_Cyrl
data_files:
- split: dev
path: data/sentence_level/**/dev/chv_Cyrl.parquet
- split: test
path: data/sentence_level/**/test/chv_Cyrl.parquet
- config_name: cja_Arab
data_files:
- split: dev
path: data/sentence_level/**/dev/cja_Arab.parquet
- split: test
path: data/sentence_level/**/test/cja_Arab.parquet
- config_name: cjk_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/cjk_Latn.parquet
- split: test
path: data/sentence_level/**/test/cjk_Latn.parquet
- config_name: ckb_Arab
data_files:
- split: dev
path: data/sentence_level/**/dev/ckb_Arab.parquet
- split: test
path: data/sentence_level/**/test/ckb_Arab.parquet
- config_name: ckl_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/ckl_Latn.parquet
- split: test
path: data/sentence_level/**/test/ckl_Latn.parquet
- config_name: cmn_Hans
data_files:
- split: dev
path: data/sentence_level/**/dev/cmn_Hans.parquet
- split: test
path: data/sentence_level/**/test/cmn_Hans.parquet
- config_name: cmn_Hant
data_files:
- split: dev
path: data/sentence_level/**/dev/cmn_Hant.parquet
- split: test
path: data/sentence_level/**/test/cmn_Hant.parquet
- config_name: crk_Cans
data_files:
- split: dev
path: data/sentence_level/**/dev/crk_Cans.parquet
- split: test
path: data/sentence_level/**/test/crk_Cans.parquet
- config_name: crk_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/crk_Latn.parquet
- split: test
path: data/sentence_level/**/test/crk_Latn.parquet
- config_name: cux_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/cux_Latn.parquet
- split: test
path: data/sentence_level/**/test/cux_Latn.parquet
- config_name: cym_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/cym_Latn.parquet
- split: test
path: data/sentence_level/**/test/cym_Latn.parquet
- config_name: dan_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/dan_Latn.parquet
- split: test
path: data/sentence_level/**/test/dan_Latn.parquet
- config_name: daq_Deva
data_files:
- split: dev
path: data/sentence_level/**/dev/daq_Deva.parquet
- split: test
path: data/sentence_level/**/test/daq_Deva.parquet
- config_name: deu_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/deu_Latn.parquet
- split: test
path: data/sentence_level/**/test/deu_Latn.parquet
- config_name: dgo_Deva
data_files:
- split: dev
path: data/sentence_level/**/dev/dgo_Deva.parquet
- split: test
path: data/sentence_level/**/test/dgo_Deva.parquet
- config_name: dik_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/dik_Latn.parquet
- split: test
path: data/sentence_level/**/test/dik_Latn.parquet
- config_name: diq_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/diq_Latn.parquet
- split: test
path: data/sentence_level/**/test/diq_Latn.parquet
- config_name: div_Thaa
data_files:
- split: dev
path: data/sentence_level/**/dev/div_Thaa.parquet
- split: test
path: data/sentence_level/**/test/div_Thaa.parquet
- config_name: djc_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/djc_Latn.parquet
- split: test
path: data/sentence_level/**/test/djc_Latn.parquet
- config_name: dje_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/dje_Latn.parquet
- split: test
path: data/sentence_level/**/test/dje_Latn.parquet
- config_name: dtm_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/dtm_Latn.parquet
- split: test
path: data/sentence_level/**/test/dtm_Latn.parquet
- config_name: dts_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/dts_Latn.parquet
- split: test
path: data/sentence_level/**/test/dts_Latn.parquet
- config_name: dua_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/dua_Latn.parquet
- split: test
path: data/sentence_level/**/test/dua_Latn.parquet
- config_name: dzo_Tibt
data_files:
- split: dev
path: data/sentence_level/**/dev/dzo_Tibt.parquet
- split: test
path: data/sentence_level/**/test/dzo_Tibt.parquet
- config_name: ekk_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/ekk_Latn.parquet
- split: test
path: data/sentence_level/**/test/ekk_Latn.parquet
- config_name: ell_Grek
data_files:
- split: dev
path: data/sentence_level/**/dev/ell_Grek.parquet
- split: test
path: data/sentence_level/**/test/ell_Grek.parquet
- config_name: enb_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/enb_Latn.parquet
- split: test
path: data/sentence_level/**/test/enb_Latn.parquet
- config_name: eng_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/eng_Latn.parquet
- split: test
path: data/sentence_level/**/test/eng_Latn.parquet
- config_name: enl_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/enl_Latn.parquet
- split: test
path: data/sentence_level/**/test/enl_Latn.parquet
- config_name: eto_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/eto_Latn.parquet
- split: test
path: data/sentence_level/**/test/eto_Latn.parquet
- config_name: eus_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/eus_Latn.parquet
- split: test
path: data/sentence_level/**/test/eus_Latn.parquet
- config_name: ewo_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/ewo_Latn.parquet
- split: test
path: data/sentence_level/**/test/ewo_Latn.parquet
- config_name: fao_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/fao_Latn.parquet
- split: test
path: data/sentence_level/**/test/fao_Latn.parquet
- config_name: fia_Copt
data_files:
- split: dev
path: data/sentence_level/**/dev/fia_Copt.parquet
- split: test
path: data/sentence_level/**/test/fia_Copt.parquet
- config_name: fin_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/fin_Latn.parquet
- split: test
path: data/sentence_level/**/test/fin_Latn.parquet
- config_name: fra_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/fra_Latn.parquet
- split: test
path: data/sentence_level/**/test/fra_Latn.parquet
- config_name: fry_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/fry_Latn.parquet
- split: test
path: data/sentence_level/**/test/fry_Latn.parquet
- config_name: fuc_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/fuc_Latn.parquet
- split: test
path: data/sentence_level/**/test/fuc_Latn.parquet
- config_name: fuv_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/fuv_Latn.parquet
- split: test
path: data/sentence_level/**/test/fuv_Latn.parquet
- config_name: fvr_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/fvr_Latn.parquet
- split: test
path: data/sentence_level/**/test/fvr_Latn.parquet
- config_name: gax_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/gax_Latn.parquet
- split: test
path: data/sentence_level/**/test/gax_Latn.parquet
- config_name: gaz_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/gaz_Latn.parquet
- split: test
path: data/sentence_level/**/test/gaz_Latn.parquet
- config_name: gil_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/gil_Latn.parquet
- split: test
path: data/sentence_level/**/test/gil_Latn.parquet
- config_name: gkp_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/gkp_Latn.parquet
- split: test
path: data/sentence_level/**/test/gkp_Latn.parquet
- config_name: gla_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/gla_Latn.parquet
- split: test
path: data/sentence_level/**/test/gla_Latn.parquet
- config_name: gle_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/gle_Latn.parquet
- split: test
path: data/sentence_level/**/test/gle_Latn.parquet
- config_name: glg_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/glg_Latn.parquet
- split: test
path: data/sentence_level/**/test/glg_Latn.parquet
- config_name: gom_Deva
data_files:
- split: dev
path: data/sentence_level/**/dev/gom_Deva.parquet
- split: test
path: data/sentence_level/**/test/gom_Deva.parquet
- config_name: guc_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/guc_Latn.parquet
- split: test
path: data/sentence_level/**/test/guc_Latn.parquet
- config_name: gug_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/gug_Latn.parquet
- split: test
path: data/sentence_level/**/test/gug_Latn.parquet
- config_name: guj_Gujr
data_files:
- split: dev
path: data/sentence_level/**/dev/guj_Gujr.parquet
- split: test
path: data/sentence_level/**/test/guj_Gujr.parquet
- config_name: guz_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/guz_Latn.parquet
- split: test
path: data/sentence_level/**/test/guz_Latn.parquet
- config_name: gxx_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/gxx_Latn.parquet
- split: test
path: data/sentence_level/**/test/gxx_Latn.parquet
- config_name: hat_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/hat_Latn.parquet
- split: test
path: data/sentence_level/**/test/hat_Latn.parquet
- config_name: hau_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/hau_Latn.parquet
- split: test
path: data/sentence_level/**/test/hau_Latn.parquet
- config_name: heb_Hebr
data_files:
- split: dev
path: data/sentence_level/**/dev/heb_Hebr.parquet
- split: test
path: data/sentence_level/**/test/heb_Hebr.parquet
- config_name: heh_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/heh_Latn.parquet
- split: test
path: data/sentence_level/**/test/heh_Latn.parquet
- config_name: hin_Deva
data_files:
- split: dev
path: data/sentence_level/**/dev/hin_Deva.parquet
- split: test
path: data/sentence_level/**/test/hin_Deva.parquet
- config_name: hin_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/hin_Latn.parquet
- split: test
path: data/sentence_level/**/test/hin_Latn.parquet
- config_name: hne_Deva
data_files:
- split: dev
path: data/sentence_level/**/dev/hne_Deva.parquet
- split: test
path: data/sentence_level/**/test/hne_Deva.parquet
- config_name: hrv_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/hrv_Latn.parquet
- split: test
path: data/sentence_level/**/test/hrv_Latn.parquet
- config_name: hun_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/hun_Latn.parquet
- split: test
path: data/sentence_level/**/test/hun_Latn.parquet
- config_name: hve_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/hve_Latn.parquet
- split: test
path: data/sentence_level/**/test/hve_Latn.parquet
- config_name: hye_Armn
data_files:
- split: dev
path: data/sentence_level/**/dev/hye_Armn.parquet
- split: test
path: data/sentence_level/**/test/hye_Armn.parquet
- config_name: ibo_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/ibo_Latn.parquet
- split: test
path: data/sentence_level/**/test/ibo_Latn.parquet
- config_name: ijc_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/ijc_Latn.parquet
- split: test
path: data/sentence_level/**/test/ijc_Latn.parquet
- config_name: ilo_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/ilo_Latn.parquet
- split: test
path: data/sentence_level/**/test/ilo_Latn.parquet
- config_name: ind_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/ind_Latn.parquet
- split: test
path: data/sentence_level/**/test/ind_Latn.parquet
- config_name: irk_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/irk_Latn.parquet
- split: test
path: data/sentence_level/**/test/irk_Latn.parquet
- config_name: isl_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/isl_Latn.parquet
- split: test
path: data/sentence_level/**/test/isl_Latn.parquet
- config_name: ita_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/ita_Latn.parquet
- split: test
path: data/sentence_level/**/test/ita_Latn.parquet
- config_name: jav_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/jav_Latn.parquet
- split: test
path: data/sentence_level/**/test/jav_Latn.parquet
- config_name: jmc_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/jmc_Latn.parquet
- split: test
path: data/sentence_level/**/test/jmc_Latn.parquet
- config_name: jnj_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/jnj_Latn.parquet
- split: test
path: data/sentence_level/**/test/jnj_Latn.parquet
- config_name: jpn_Jpan
data_files:
- split: dev
path: data/sentence_level/**/dev/jpn_Jpan.parquet
- split: test
path: data/sentence_level/**/test/jpn_Jpan.parquet
- config_name: kaa_Cyrl
data_files:
- split: dev
path: data/sentence_level/**/dev/kaa_Cyrl.parquet
- split: test
path: data/sentence_level/**/test/kaa_Cyrl.parquet
- config_name: kac_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/kac_Latn.parquet
- split: test
path: data/sentence_level/**/test/kac_Latn.parquet
- config_name: kai_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/kai_Latn.parquet
- split: test
path: data/sentence_level/**/test/kai_Latn.parquet
- config_name: kal_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/kal_Latn.parquet
- split: test
path: data/sentence_level/**/test/kal_Latn.parquet
- config_name: kam_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/kam_Latn.parquet
- split: test
path: data/sentence_level/**/test/kam_Latn.parquet
- config_name: kan_Knda
data_files:
- split: dev
path: data/sentence_level/**/dev/kan_Knda.parquet
- split: test
path: data/sentence_level/**/test/kan_Knda.parquet
- config_name: kat_Geor
data_files:
- split: dev
path: data/sentence_level/**/dev/kat_Geor.parquet
- split: test
path: data/sentence_level/**/test/kat_Geor.parquet
- config_name: kaz_Cyrl
data_files:
- split: dev
path: data/sentence_level/**/dev/kaz_Cyrl.parquet
- split: test
path: data/sentence_level/**/test/kaz_Cyrl.parquet
- config_name: kea_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/kea_Latn.parquet
- split: test
path: data/sentence_level/**/test/kea_Latn.parquet
- config_name: kek_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/kek_Latn.parquet
- split: test
path: data/sentence_level/**/test/kek_Latn.parquet
- config_name: khk_Cyrl
data_files:
- split: dev
path: data/sentence_level/**/dev/khk_Cyrl.parquet
- split: test
path: data/sentence_level/**/test/khk_Cyrl.parquet
- config_name: khm_Khmr
data_files:
- split: dev
path: data/sentence_level/**/dev/khm_Khmr.parquet
- split: test
path: data/sentence_level/**/test/khm_Khmr.parquet
- config_name: khq_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/khq_Latn.parquet
- split: test
path: data/sentence_level/**/test/khq_Latn.parquet
- config_name: khw_Arab
data_files:
- split: dev
path: data/sentence_level/**/dev/khw_Arab.parquet
- split: test
path: data/sentence_level/**/test/khw_Arab.parquet
- config_name: kin_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/kin_Latn.parquet
- split: test
path: data/sentence_level/**/test/kin_Latn.parquet
- config_name: kir_Cyrl
data_files:
- split: dev
path: data/sentence_level/**/dev/kir_Cyrl.parquet
- split: test
path: data/sentence_level/**/test/kir_Cyrl.parquet
- config_name: kls_Arab
data_files:
- split: dev
path: data/sentence_level/**/dev/kls_Arab.parquet
- split: test
path: data/sentence_level/**/test/kls_Arab.parquet
- config_name: kmb_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/kmb_Latn.parquet
- split: test
path: data/sentence_level/**/test/kmb_Latn.parquet
- config_name: kmr_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/kmr_Latn.parquet
- split: test
path: data/sentence_level/**/test/kmr_Latn.parquet
- config_name: knc_Arab
data_files:
- split: dev
path: data/sentence_level/**/dev/knc_Arab.parquet
- split: test
path: data/sentence_level/**/test/knc_Arab.parquet
- config_name: knw_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/knw_Latn.parquet
- split: test
path: data/sentence_level/**/test/knw_Latn.parquet
- config_name: kor_Kore
data_files:
- split: dev
path: data/sentence_level/**/dev/kor_Kore.parquet
- split: test
path: data/sentence_level/**/test/kor_Kore.parquet
- config_name: krt_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/krt_Latn.parquet
- split: test
path: data/sentence_level/**/test/krt_Latn.parquet
- config_name: kru_Deva
data_files:
- split: dev
path: data/sentence_level/**/dev/kru_Deva.parquet
- split: test
path: data/sentence_level/**/test/kru_Deva.parquet
- config_name: ksf_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/ksf_Latn.parquet
- split: test
path: data/sentence_level/**/test/ksf_Latn.parquet
- config_name: ktu_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/ktu_Latn.parquet
- split: test
path: data/sentence_level/**/test/ktu_Latn.parquet
- config_name: kuj_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/kuj_Latn.parquet
- split: test
path: data/sentence_level/**/test/kuj_Latn.parquet
- config_name: kwy_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/kwy_Latn.parquet
- split: test
path: data/sentence_level/**/test/kwy_Latn.parquet
- config_name: kxp_Arab
data_files:
- split: dev
path: data/sentence_level/**/dev/kxp_Arab.parquet
- split: test
path: data/sentence_level/**/test/kxp_Arab.parquet
- config_name: lao_Laoo
data_files:
- split: dev
path: data/sentence_level/**/dev/lao_Laoo.parquet
- split: test
path: data/sentence_level/**/test/lao_Laoo.parquet
- config_name: led_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/led_Latn.parquet
- split: test
path: data/sentence_level/**/test/led_Latn.parquet
- config_name: lgg_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/lgg_Latn.parquet
- split: test
path: data/sentence_level/**/test/lgg_Latn.parquet
- config_name: lij_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/lij_Latn.parquet
- split: test
path: data/sentence_level/**/test/lij_Latn.parquet
- config_name: lim_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/lim_Latn.parquet
- split: test
path: data/sentence_level/**/test/lim_Latn.parquet
- config_name: lin_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/lin_Latn.parquet
- split: test
path: data/sentence_level/**/test/lin_Latn.parquet
- config_name: lir_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/lir_Latn.parquet
- split: test
path: data/sentence_level/**/test/lir_Latn.parquet
- config_name: lit_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/lit_Latn.parquet
- split: test
path: data/sentence_level/**/test/lit_Latn.parquet
- config_name: loa_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/loa_Latn.parquet
- split: test
path: data/sentence_level/**/test/loa_Latn.parquet
- config_name: loh_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/loh_Latn.parquet
- split: test
path: data/sentence_level/**/test/loh_Latn.parquet
- config_name: lug_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/lug_Latn.parquet
- split: test
path: data/sentence_level/**/test/lug_Latn.parquet
- config_name: luo_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/luo_Latn.parquet
- split: test
path: data/sentence_level/**/test/luo_Latn.parquet
- config_name: lvs_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/lvs_Latn.parquet
- split: test
path: data/sentence_level/**/test/lvs_Latn.parquet
- config_name: maf_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/maf_Latn.parquet
- split: test
path: data/sentence_level/**/test/maf_Latn.parquet
- config_name: mai_Deva
data_files:
- split: dev
path: data/sentence_level/**/dev/mai_Deva.parquet
- split: test
path: data/sentence_level/**/test/mai_Deva.parquet
- config_name: mal_Mlym
data_files:
- split: dev
path: data/sentence_level/**/dev/mal_Mlym.parquet
- split: test
path: data/sentence_level/**/test/mal_Mlym.parquet
- config_name: mam_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/mam_Latn.parquet
- split: test
path: data/sentence_level/**/test/mam_Latn.parquet
- config_name: mar_Deva
data_files:
- split: dev
path: data/sentence_level/**/dev/mar_Deva.parquet
- split: test
path: data/sentence_level/**/test/mar_Deva.parquet
- config_name: mas_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/mas_Latn.parquet
- split: test
path: data/sentence_level/**/test/mas_Latn.parquet
- config_name: mey_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/mey_Latn.parquet
- split: test
path: data/sentence_level/**/test/mey_Latn.parquet
- config_name: mie_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/mie_Latn.parquet
- split: test
path: data/sentence_level/**/test/mie_Latn.parquet
- config_name: min_Arab
data_files:
- split: dev
path: data/sentence_level/**/dev/min_Arab.parquet
- split: test
path: data/sentence_level/**/test/min_Arab.parquet
- config_name: miq_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/miq_Latn.parquet
- split: test
path: data/sentence_level/**/test/miq_Latn.parquet
- config_name: mkd_Cyrl
data_files:
- split: dev
path: data/sentence_level/**/dev/mkd_Cyrl.parquet
- split: test
path: data/sentence_level/**/test/mkd_Cyrl.parquet
- config_name: mlt_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/mlt_Latn.parquet
- split: test
path: data/sentence_level/**/test/mlt_Latn.parquet
- config_name: mos_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/mos_Latn.parquet
- split: test
path: data/sentence_level/**/test/mos_Latn.parquet
- config_name: mri_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/mri_Latn.parquet
- split: test
path: data/sentence_level/**/test/mri_Latn.parquet
- config_name: mtq_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/mtq_Latn.parquet
- split: test
path: data/sentence_level/**/test/mtq_Latn.parquet
- config_name: mya_Mymr
data_files:
- split: dev
path: data/sentence_level/**/dev/mya_Mymr.parquet
- split: test
path: data/sentence_level/**/test/mya_Mymr.parquet
- config_name: mzl_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/mzl_Latn.parquet
- split: test
path: data/sentence_level/**/test/mzl_Latn.parquet
- config_name: naq_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/naq_Latn.parquet
- split: test
path: data/sentence_level/**/test/naq_Latn.parquet
- config_name: nhe_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/nhe_Latn.parquet
- split: test
path: data/sentence_level/**/test/nhe_Latn.parquet
- config_name: nld_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/nld_Latn.parquet
- split: test
path: data/sentence_level/**/test/nld_Latn.parquet
- config_name: nlv_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/nlv_Latn.parquet
- split: test
path: data/sentence_level/**/test/nlv_Latn.parquet
- config_name: nno_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/nno_Latn.parquet
- split: test
path: data/sentence_level/**/test/nno_Latn.parquet
- config_name: npi_Deva
data_files:
- split: dev
path: data/sentence_level/**/dev/npi_Deva.parquet
- split: test
path: data/sentence_level/**/test/npi_Deva.parquet
- config_name: nso_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/nso_Latn.parquet
- split: test
path: data/sentence_level/**/test/nso_Latn.parquet
- config_name: nus_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/nus_Latn.parquet
- split: test
path: data/sentence_level/**/test/nus_Latn.parquet
- config_name: nya_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/nya_Latn.parquet
- split: test
path: data/sentence_level/**/test/nya_Latn.parquet
- config_name: ory_Orya
data_files:
- split: dev
path: data/sentence_level/**/dev/ory_Orya.parquet
- split: test
path: data/sentence_level/**/test/ory_Orya.parquet
- config_name: pan_Guru
data_files:
- split: dev
path: data/sentence_level/**/dev/pan_Guru.parquet
- split: test
path: data/sentence_level/**/test/pan_Guru.parquet
- config_name: pbs_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/pbs_Latn.parquet
- split: test
path: data/sentence_level/**/test/pbs_Latn.parquet
- config_name: pbt_Arab
data_files:
- split: dev
path: data/sentence_level/**/dev/pbt_Arab.parquet
- split: test
path: data/sentence_level/**/test/pbt_Arab.parquet
- config_name: pcm_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/pcm_Latn.parquet
- split: test
path: data/sentence_level/**/test/pcm_Latn.parquet
- config_name: pes_Arab
data_files:
- split: dev
path: data/sentence_level/**/dev/pes_Arab.parquet
- split: test
path: data/sentence_level/**/test/pes_Arab.parquet
- config_name: plt_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/plt_Latn.parquet
- split: test
path: data/sentence_level/**/test/plt_Latn.parquet
- config_name: pol_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/pol_Latn.parquet
- split: test
path: data/sentence_level/**/test/pol_Latn.parquet
- config_name: por_Latn_braz1246
data_files:
- split: dev
path: data/sentence_level/**/dev/por_Latn_braz1246.parquet
- split: test
path: data/sentence_level/**/test/por_Latn_braz1246.parquet
- config_name: quc_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/quc_Latn.parquet
- split: test
path: data/sentence_level/**/test/quc_Latn.parquet
- config_name: quh_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/quh_Latn.parquet
- split: test
path: data/sentence_level/**/test/quh_Latn.parquet
- config_name: quz_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/quz_Latn.parquet
- split: test
path: data/sentence_level/**/test/quz_Latn.parquet
- config_name: rob_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/rob_Latn.parquet
- split: test
path: data/sentence_level/**/test/rob_Latn.parquet
- config_name: roh_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/roh_Latn.parquet
- split: test
path: data/sentence_level/**/test/roh_Latn.parquet
- config_name: ron_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/ron_Latn.parquet
- split: test
path: data/sentence_level/**/test/ron_Latn.parquet
- config_name: rus_Cyrl
data_files:
- split: dev
path: data/sentence_level/**/dev/rus_Cyrl.parquet
- split: test
path: data/sentence_level/**/test/rus_Cyrl.parquet
- config_name: sat_Olck
data_files:
- split: dev
path: data/sentence_level/**/dev/sat_Olck.parquet
- split: test
path: data/sentence_level/**/test/sat_Olck.parquet
- config_name: sba_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/sba_Latn.parquet
- split: test
path: data/sentence_level/**/test/sba_Latn.parquet
- config_name: scn_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/scn_Latn.parquet
- split: test
path: data/sentence_level/**/test/scn_Latn.parquet
- config_name: sgc_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/sgc_Latn.parquet
- split: test
path: data/sentence_level/**/test/sgc_Latn.parquet
- config_name: shn_Mymr
data_files:
- split: dev
path: data/sentence_level/**/dev/shn_Mymr.parquet
- split: test
path: data/sentence_level/**/test/shn_Mymr.parquet
- config_name: sif_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/sif_Latn.parquet
- split: test
path: data/sentence_level/**/test/sif_Latn.parquet
- config_name: sin_Sinh
data_files:
- split: dev
path: data/sentence_level/**/dev/sin_Sinh.parquet
- split: test
path: data/sentence_level/**/test/sin_Sinh.parquet
- config_name: skr_Arab
data_files:
- split: dev
path: data/sentence_level/**/dev/skr_Arab.parquet
- split: test
path: data/sentence_level/**/test/skr_Arab.parquet
- config_name: slk_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/slk_Latn.parquet
- split: test
path: data/sentence_level/**/test/slk_Latn.parquet
- config_name: slv_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/slv_Latn.parquet
- split: test
path: data/sentence_level/**/test/slv_Latn.parquet
- config_name: sme_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/sme_Latn.parquet
- split: test
path: data/sentence_level/**/test/sme_Latn.parquet
- config_name: sna_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/sna_Latn.parquet
- split: test
path: data/sentence_level/**/test/sna_Latn.parquet
- config_name: snd_Arab
data_files:
- split: dev
path: data/sentence_level/**/dev/snd_Arab.parquet
- split: test
path: data/sentence_level/**/test/snd_Arab.parquet
- config_name: som_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/som_Latn.parquet
- split: test
path: data/sentence_level/**/test/som_Latn.parquet
- config_name: sot_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/sot_Latn.parquet
- split: test
path: data/sentence_level/**/test/sot_Latn.parquet
- config_name: spa_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/spa_Latn.parquet
- split: test
path: data/sentence_level/**/test/spa_Latn.parquet
- config_name: sro_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/sro_Latn.parquet
- split: test
path: data/sentence_level/**/test/sro_Latn.parquet
- config_name: srp_Cyrl
data_files:
- split: dev
path: data/sentence_level/**/dev/srp_Cyrl.parquet
- split: test
path: data/sentence_level/**/test/srp_Cyrl.parquet
- config_name: ssw_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/ssw_Latn.parquet
- split: test
path: data/sentence_level/**/test/ssw_Latn.parquet
- config_name: sun_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/sun_Latn.parquet
- split: test
path: data/sentence_level/**/test/sun_Latn.parquet
- config_name: swe_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/swe_Latn.parquet
- split: test
path: data/sentence_level/**/test/swe_Latn.parquet
- config_name: swh_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/swh_Latn.parquet
- split: test
path: data/sentence_level/**/test/swh_Latn.parquet
- config_name: szl_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/szl_Latn.parquet
- split: test
path: data/sentence_level/**/test/szl_Latn.parquet
- config_name: tam_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/tam_Latn.parquet
- split: test
path: data/sentence_level/**/test/tam_Latn.parquet
- config_name: tam_Taml
data_files:
- split: dev
path: data/sentence_level/**/dev/tam_Taml.parquet
- split: test
path: data/sentence_level/**/test/tam_Taml.parquet
- config_name: taq_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/taq_Latn.parquet
- split: test
path: data/sentence_level/**/test/taq_Latn.parquet
- config_name: taq_Tfng
data_files:
- split: dev
path: data/sentence_level/**/dev/taq_Tfng.parquet
- split: test
path: data/sentence_level/**/test/taq_Tfng.parquet
- config_name: tat_Cyrl
data_files:
- split: dev
path: data/sentence_level/**/dev/tat_Cyrl.parquet
- split: test
path: data/sentence_level/**/test/tat_Cyrl.parquet
- config_name: tda_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/tda_Latn.parquet
- split: test
path: data/sentence_level/**/test/tda_Latn.parquet
- config_name: tel_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/tel_Latn.parquet
- split: test
path: data/sentence_level/**/test/tel_Latn.parquet
- config_name: tel_Telu
data_files:
- split: dev
path: data/sentence_level/**/dev/tel_Telu.parquet
- split: test
path: data/sentence_level/**/test/tel_Telu.parquet
- config_name: tgk_Cyrl
data_files:
- split: dev
path: data/sentence_level/**/dev/tgk_Cyrl.parquet
- split: test
path: data/sentence_level/**/test/tgk_Cyrl.parquet
- config_name: tgl_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/tgl_Latn.parquet
- split: test
path: data/sentence_level/**/test/tgl_Latn.parquet
- config_name: tha_Thai
data_files:
- split: dev
path: data/sentence_level/**/dev/tha_Thai.parquet
- split: test
path: data/sentence_level/**/test/tha_Thai.parquet
- config_name: tir_Ethi
data_files:
- split: dev
path: data/sentence_level/**/dev/tir_Ethi.parquet
- split: test
path: data/sentence_level/**/test/tir_Ethi.parquet
- config_name: toc_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/toc_Latn.parquet
- split: test
path: data/sentence_level/**/test/toc_Latn.parquet
- config_name: tpi_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/tpi_Latn.parquet
- split: test
path: data/sentence_level/**/test/tpi_Latn.parquet
- config_name: tpl_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/tpl_Latn.parquet
- split: test
path: data/sentence_level/**/test/tpl_Latn.parquet
- config_name: tsg_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/tsg_Latn.parquet
- split: test
path: data/sentence_level/**/test/tsg_Latn.parquet
- config_name: tsn_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/tsn_Latn.parquet
- split: test
path: data/sentence_level/**/test/tsn_Latn.parquet
- config_name: tso_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/tso_Latn.parquet
- split: test
path: data/sentence_level/**/test/tso_Latn.parquet
- config_name: tsz_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/tsz_Latn.parquet
- split: test
path: data/sentence_level/**/test/tsz_Latn.parquet
- config_name: tui_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/tui_Latn.parquet
- split: test
path: data/sentence_level/**/test/tui_Latn.parquet
- config_name: tur_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/tur_Latn.parquet
- split: test
path: data/sentence_level/**/test/tur_Latn.parquet
- config_name: twi_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/twi_Latn.parquet
- split: test
path: data/sentence_level/**/test/twi_Latn.parquet
- config_name: tzh_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/tzh_Latn.parquet
- split: test
path: data/sentence_level/**/test/tzh_Latn.parquet
- config_name: tzm_Tfng
data_files:
- split: dev
path: data/sentence_level/**/dev/tzm_Tfng.parquet
- split: test
path: data/sentence_level/**/test/tzm_Tfng.parquet
- config_name: uig_Arab
data_files:
- split: dev
path: data/sentence_level/**/dev/uig_Arab.parquet
- split: test
path: data/sentence_level/**/test/uig_Arab.parquet
- config_name: ukr_Cyrl
data_files:
- split: dev
path: data/sentence_level/**/dev/ukr_Cyrl.parquet
- split: test
path: data/sentence_level/**/test/ukr_Cyrl.parquet
- config_name: umb_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/umb_Latn.parquet
- split: test
path: data/sentence_level/**/test/umb_Latn.parquet
- config_name: urd_Arab
data_files:
- split: dev
path: data/sentence_level/**/dev/urd_Arab.parquet
- split: test
path: data/sentence_level/**/test/urd_Arab.parquet
- config_name: urd_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/urd_Latn.parquet
- split: test
path: data/sentence_level/**/test/urd_Latn.parquet
- config_name: uzn_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/uzn_Latn.parquet
- split: test
path: data/sentence_level/**/test/uzn_Latn.parquet
- config_name: ven_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/ven_Latn.parquet
- split: test
path: data/sentence_level/**/test/ven_Latn.parquet
- config_name: vie_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/vie_Latn.parquet
- split: test
path: data/sentence_level/**/test/vie_Latn.parquet
- config_name: vmw_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/vmw_Latn.parquet
- split: test
path: data/sentence_level/**/test/vmw_Latn.parquet
- config_name: war_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/war_Latn.parquet
- split: test
path: data/sentence_level/**/test/war_Latn.parquet
- config_name: wlv_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/wlv_Latn.parquet
- split: test
path: data/sentence_level/**/test/wlv_Latn.parquet
- config_name: wol_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/wol_Latn.parquet
- split: test
path: data/sentence_level/**/test/wol_Latn.parquet
- config_name: wuu_Hans
data_files:
- split: dev
path: data/sentence_level/**/dev/wuu_Hans.parquet
- split: test
path: data/sentence_level/**/test/wuu_Hans.parquet
- config_name: xho_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/xho_Latn.parquet
- split: test
path: data/sentence_level/**/test/xho_Latn.parquet
- config_name: xuu_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/xuu_Latn.parquet
- split: test
path: data/sentence_level/**/test/xuu_Latn.parquet
- config_name: ydd_Hebr
data_files:
- split: dev
path: data/sentence_level/**/dev/ydd_Hebr.parquet
- split: test
path: data/sentence_level/**/test/ydd_Hebr.parquet
- config_name: ydg_Arab
data_files:
- split: dev
path: data/sentence_level/**/dev/ydg_Arab.parquet
- split: test
path: data/sentence_level/**/test/ydg_Arab.parquet
- config_name: yor_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/yor_Latn.parquet
- split: test
path: data/sentence_level/**/test/yor_Latn.parquet
- config_name: yua_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/yua_Latn.parquet
- split: test
path: data/sentence_level/**/test/yua_Latn.parquet
- config_name: yue_Hant
data_files:
- split: dev
path: data/sentence_level/**/dev/yue_Hant.parquet
- split: test
path: data/sentence_level/**/test/yue_Hant.parquet
- config_name: zai_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/zai_Latn.parquet
- split: test
path: data/sentence_level/**/test/zai_Latn.parquet
- config_name: zne_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/zne_Latn.parquet
- split: test
path: data/sentence_level/**/test/zne_Latn.parquet
- config_name: zsm_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/zsm_Latn.parquet
- split: test
path: data/sentence_level/**/test/zsm_Latn.parquet
- config_name: zul_Latn
data_files:
- split: dev
path: data/sentence_level/**/dev/zul_Latn.parquet
- split: test
path: data/sentence_level/**/test/zul_Latn.parquet
- config_name: met_bouquet_xstsrp
data_files:
- split: dev
path: met_bouquet_data/XSTSRP_r*/dev/*.parquet
- split: test
path: met_bouquet_data/XSTSRP_r*/test/*.parquet
- config_name: met_bouquet_xstsrp_r1
data_files:
- split: dev
path: met_bouquet_data/XSTSRP_r1/dev/*.parquet
- split: test
path: met_bouquet_data/XSTSRP_r1/test/*.parquet
- config_name: met_bouquet_xstsrp_r2
data_files:
- split: test
path: met_bouquet_data/XSTSRP_r2/test/*.parquet
- config_name: met_bouquet_xsts
data_files:
- split: dev
path: met_bouquet_data/XSTS/dev/*.parquet
- split: test
path: met_bouquet_data/XSTS/test/*.parquet
- config_name: met_bouquet_rsqm
data_files:
- split: dev
path: met_bouquet_data/RSQM/dev/*.parquet
- split: test
path: met_bouquet_data/RSQM/test/*.parquet
- config_name: met_bouquet_all_protocols
data_files:
- split: dev
path: met_bouquet_data/*/dev/*.parquet
- split: test
path: met_bouquet_data/*/test/*.parquet
extra_gated_heading: Protecting the integrity of BOUQuET for evaluation
extra_gated_fields:
I agree not to re-host BOUQuET in places where it could be picked up by web crawlers: checkbox
If I evaluate using BOUQuET, I will ensure that its contents are not in the training data: checkbox
BOUQuET 💐: Benchmark and Open initiative for Universal Quality Evaluation in Translation
BOUQuET is a multi-way parallel, multi-centric and multi-register/domain dataset and benchmark for machine translation quality.
The underlying texts have been handcrafted by linguists in 8 diverse languages (Egyptian Arabic, French, German, Hindi, Indonesian, Mandarin Chinese, Russian, and Spanish) and translated to English and 266 other languoids (language + script combinations). The dataset is intended to be extensible to virtually any other written language. Volunteers can contribute new translations via https://bouquet.metademolab.com.
BOUQuET includes Met-BOUQuET: a set of machine translations with human judgements of translation quality that can be used for developing or validating metrics for automated evaluation of translation.
BOUQuET has been originally described in the paper by Omnilingual Team, 2025, and its extension to more languages and to quality estimation data was described in Omnilingual Team, 2026.
Dataset Details
Dataset Description
- Language(s) (NLP): multilingual
- Home: https://bouquet.metademolab.com/
- Paper: https://arxiv.org/abs/2502.04314, https://arxiv.org/abs/2603.16309
Uses
Base BOUQuET
The dataset is intended for evaluation of machine translation quality. By purpose, it is similar to FLORES+ or WMT24++. Unlike these datasets, BOUQuET focuses more on linguistic diversity, both across languages (including some extremely low-resourced languages) and within a language (covering different registers).
The base BOUQuET dataset is not intended as a training dataset, but the dev subset may be used for validation during model development.
As default evaluation metrics, we recommend ChrF++ and MetricX. For difficult target languages, mode-based metrics like MetricX should be adjusted with LID scores (e.g. by GlotLID) to penalize off-target translations.
Met-BOUQUET
Met-BOUQUET is intended for evaluating automatic metrics of metrics of machine translation quality. We allow the use of its dev subset for training discriminative (non-generative) models for quality estimation, but the test subset is still reserved exclusively for evaluation.
Dataset Structure
Composition
BOUQuET consists of short paragraphs, fully parallel in all languages at the sentence level.
The dataset is distributed both at the sentence level and at the paragraph level.
By default, data with both levels is loaded; the paragraph_level and sentence_level configs may be used to load the levels separately.
The public portion of the dataset contains two splits:
dev: 504 unique sentences, 120 paragraphstest: 854 unique sentences, 198 paragraphs
An additional split made up of 632 unique sentences and 144 paragraphs is being held out for quality assurance purposes and is not distributed here.
Met-BOUQuET contains BOUQuET sentences on the source side and their machine translations on the target side. It consists of several partitions:
XSTS+R+Pannotations: sentences annotated with the main protocol,XSTS+R+P, which is a version of XSTS sensitive to register and paragraph context, including:- Round 1: sentences from the
devandtestsplits, translated in 102 directions (once per direction) with diversely sampled translation systems. - Round 2: sentences from the and
testsplit, translated in 57 difficult directions, twice per direction: by an OMT system and a baseline system.
- Round 1: sentences from the
XSTS: a subset of Round 1 translations (16 directions) annotated with the base XSTS protocol.RSQM: a subset of Round 1 translations (14 directions) annotated with the RSQM protocol (a simplified version of MQM).
Data configs
There are two views of the base BOUQuET dataset:
- Default view (every language is represented on the source side and paired with English on the target side). Thus, there are 275 directions (every language paired with English, including English itself): this includes
default,paragraph_level, andsentence_levelconfigs, as well as language-specific configs. - Benchmark view: every language is paired with English (both as source and target) and, in most cases, with one or more other languages (chosen based on several criteria, including regional proximity); currently, there are 1062 translation directions (all symmetric, with 548 English-centric and 514 non-English-centric directions); this includes the
benchmark,benchmark_sentence_level, andbenchmark_paragraph_levelconfigs.
Despite being distributed in these (somehow arbitrarily chosen pairs), the dataset is actually fully multi-way parallel, so any language could be paired with any other to evaluate the directions that are of interest to the user.
As for Met-BOUQuET, the XSTS+R+P, XSTS and RSQM parts are accessible via the configs met_bouquet_xstsrp, met_bouquet_xsts, and met_bouquet_rsqm, respectively.
To download their union, met_bouquet_all_protocols config can be used.
Mozilla contributions
A part of the BOUQuET dataset has been contributed by the Mozilla Foundation.
This parts consist of translations into the following 16 language varieties: azz_Latn, bas_Latn, bft_Arab, brh_Arab, bsh_Arab, cak_Latn, chv_Cyrl, cux_Latn, dua_Latn, eto_Latn, kls_Arab, ksf_Latn, kxp_Arab, skr_Arab, tui_Latn, ydg_Arab.
To locate these contributions, you could do either of the following:
- Load the dataset with the designated data configs:
Mozilla_sentence_levelfor the sentence-level translations (paired with English),Mozilla_paragraph_levelfor the paragraph-level ones, or simplyMozilla. For example, the codedatasets.load_dataset("facebook/bouquet", "Mozilla")would do it. Here is the associated dataset viewer. - Access the data directly from the filesystem, using the
data/sentence_level/Mozillaanddata/paragraph_level/Mozilladirectories. Here is an example path to the sentence-level files.
This subset of the data will additionally be available on the Mozilla Data Collective platform.
We are extremely grateful to our Mozilla Foundation partners for this collaboration!
Columns
The base BOUQuET dataset contains the following fields:
- level # str, "sentence_level" or "paragraph_level"
- split # str, "dev" or "test"
- uniq_id # str, identifier of the dataset item (e.g. `P464-S1` for sentence-level, `P464` for paragraph-level data)
- src_lang # str, NLLB-compatible non-English language code (such as `hin_Deva`)
- tgt_lang # str, "eng_Latn"
- src_text # str, non-English text
- tgt_text # str, English text
- orig_text # str, the original text (sentence or paragraph), which sometimes corresponds to src_text
- par_comment # str, comment to the whole paragraph
- newline_next # bool, whether the sentence should be followed by a newline in the paragraph
- par_id # str, paragraph id (e.g. `P464`)
- domain # str, one of the 8 domains (see the paper for the list of domains)
- register # str, three-letter identifier of the register (see the paper for the explanation of their meaning)
- tags # str, comma-separated linguistic tags of a sentence (see the paper)
Met-BOUQuET dataset has a slightly different set of columns:
- src_lang # str, source language code, e.g `eng_Latn`
- tgt_lang # str, target language code
- uniq_id # str, identifier of the sentence (same as in the base BOUQuET, e.g. `P464-S1`)
- domain # str, one of the 8 domains
- register_label # str, three-letter identifier of the register
- src_text # str, source text (from the base BOUQuET dataset)
- mt_text # str, machine translation
- consensus_score # float, the single score of translation quality aggregated from the annotators' scores
- n_annotators # int, number of the annotators for the given translation
- score_list # List[float], list of the individual quality scores provided by the annotators
- par_harmonic_mean_consensus # float, translation quality score aggregated for the current paragraph
- par_n_sentences # int, number of sentences in the current paragraph
- protocol # str, annotation protocol: eithet `XSTS+R+P`, `XSTS` or `RSQM`
- ref_text # str, reference text (from the base BOUQuET dataset); might be empty if the target language does not have BOUQuET translations
- has_ref # bool, whether the reference text is non empty
- par_id # str, paragraph id (same as in the base BOUQuET, e.g. `P464`)
- system # str, identifier of the translation system
- system_group # str, id of the group of the translation system (external or internal baseline, OMT, OMT+RAG, or LLaMA+RAG)
- round # int, round of the annotations: 1 or 2 (see above)
- split # str, split of the data (`dev` or `test` for Round 1, `test` for Round 2)
- direction # str, combination of the source and target language (e.g. `ami_Latn-cmn_Hant`)
Languages
Currently, BOUQuET covers 275 language varieties (more will be added later): 8 source ("pivot") languages + English + 266 added languoids (including two donated by community).
List of languages
| Code. | ISO 639-3 | ISO 15924 | Language | Family | Comment |
|---|---|---|---|---|---|
| aar_Latn | aar | Latn | Afar | Afro-Asiatic | |
| abl_Latn | abl | Latn | Lampung Nyo | Austronesian | |
| afr_Latn | afr | Latn | Afrikaans | Indo-European | |
| agr_Latn | agr | Latn | Aguaruna | Chicham | |
| aiq_Arab | aiq | Arab | Aimaq | Indo-European | |
| als_Latn | als | Latn | Tosk Albanian | Indo-European | |
| amh_Ethi | amh | Ethi | Amharic | Afro-Asiatic | |
| ami_Latn | ami | Latn | Amis | Austronesian | |
| ane_Latn | ane | Latn | Xârâcùù | Austronesian | |
| apc_Arab | apc | Arab | Levantine Arabic | Afro-Asiatic | |
| arh_Latn | arh | Latn | Arhuaco | Chibchan | |
| arn_Latn | arn | Latn | Mapudungun | Araucanian | |
| arz_Arab | arz | Arab | Egyptian Arabic | Afro-Asiatic | Code-switching with Modern Standard Arabic (arb_Arab) |
| arz_Latn | arz | Latn | Egyptian Arabic (Romanized) | Afro-Asiatic | Code-switching with Modern Standard Arabic (arb_Latn) |
| asm_Beng | asm | Beng | Assamese | Indo-European | |
| ayr_Latn | ayr | Latn | Central Aymara | Aymaran | |
| ayz_Latn | ayz | Latn | Mai Brat | Maybratic | |
| azb_Arab | azb | Arab | South Azerbaijani | Turkic | |
| azj_Latn | azj | Latn | North Azerbaijani | Turkic | |
| azm_Latn | azm | Latn | Ipalapa Amuzgo | Otomanguean | |
| azz_Latn | azz | Latn | Highland Puebla Nahuatl | Uto-Aztecan | |
| bak_Cyrl | bak | Cyrl | Bashkir | Turkic | Community-contributed |
| bam_Latn | bam | Latn | Bambara | Mande | |
| bas_Latn | bas | Latn | Basaa | Atlantic-Congo | |
| bba_Latn | bba | Latn | Baatonum | Atlantic-Congo | |
| bel_Cyrl | bel | Cyrl | Belarusian | Indo-European | |
| ben_Beng | ben | Beng | Bengali | Indo-European | |
| ben_Latn | ben | Latn | Bengali (Romanized) | Indo-European | |
| bft_Arab | bft | Arab | Balti | Sino-Tibetan | |
| bhb_Deva | bhb | Deva | Bhili | Indo-European | |
| bho_Deva | bho | Deva | Bhojpuri | Indo-European | |
| bod_Tibt | bod | Tibt | Tibetan | Sino-Tibetan | |
| bos_Latn | bos | Latn | Bosnian | Indo-European | |
| bre_Latn | bre | Latn | Breton | Indo-European | |
| brh_Arab | brh | Arab | Brahui | Dravidian | Early version; likely to be updated |
| brx_Deva | brx | Deva | Bodo (India) | Sino-Tibetan | |
| bsh_Arab | bsh | Arab | Kateviri | Indo-European | Early version; likely to be updated |
| bsk_Arab | bsk | Arab | Burushaski | Burushaski | |
| bul_Cyrl | bul | Cyrl | Bulgarian | Indo-European | |
| cak_Latn | cak | Latn | Kaqchikel | Mayan | |
| cat_Latn | cat | Latn | Catalan | Indo-European | |
| ceb_Latn | ceb | Latn | Cebuano | Austronesian | |
| ces_Latn | ces | Latn | Czech | Indo-European | |
| che_Cyrl | che | Cyrl | Chechen | Nakh-Daghestanian | Community-contributed |
| chr_Cher | chr | Cher | Cherokee | Iroquoian | |
| chv_Cyrl | chv | Cyrl | Chuvash | Turkic | |
| cja_Arab | cja | Arab | Western Cham | Austronesian | |
| cjk_Latn | cjk | Latn | Chokwe | Atlantic-Congo | |
| ckb_Arab | ckb | Arab | Sorani Kurdish | Indo-European | |
| ckl_Latn | ckl | Latn | Kibaku | Afro-Asiatic | |
| cmn_Hans | cmn | Hans | Mandarin (Simplified) | Sino-Tibetan | |
| cmn_Hant | cmn | Hant | Mandarin (Traditional) | Sino-Tibetan | |
| crk_Cans | crk | Cans | Plains Cree | Algic | |
| crk_Latn | crk | Latn | Plains Cree | Algic | |
| cux_Latn | cux | Latn | Tepeuxila Cuicatec | Otomanguean | |
| cym_Latn | cym | Latn | Welsh | Indo-European | |
| dan_Latn | dan | Latn | Danish | Indo-European | |
| daq_Deva | daq | Deva | Dandami Maria | Dravidian | |
| deu_Latn | deu | Latn | German | Indo-European | |
| dgo_Deva | dgo | Deva | Dogri | Indo-European | |
| dik_Latn | dik | Latn | Southwestern Dinka | Nilotic | |
| diq_Latn | diq | Latn | Zazaki - Southern Zaza | Indo-European | |
| div_Thaa | div | Thaa | Dhivehi | Indo-European | |
| djc_Latn | djc | Latn | Dar Daju | Dajuic | |
| dje_Latn | dje | Latn | Zarma | Songhay | |
| dtm_Latn | dtm | Latn | Tomo Kan Dogon | Dogon | |
| dts_Latn | dts | Latn | Toro So Dogon | Dogon | |
| dua_Latn | dua | Latn | Duala | Atlantic-Congo | |
| dzo_Tibt | dzo | Tibt | Dzongkha | Sino-Tibetan | |
| ekk_Latn | ekk | Latn | Standard Estonian | Uralic | |
| ell_Grek | ell | Grek | Modern Greek | Indo-European | |
| enb_Latn | enb | Latn | Markweeta | Nilotic | |
| eng_Latn | eng | Latn | English | Indo-European | |
| enl_Latn | enl | Latn | Enlhet | Lengua-Mascoy | |
| eto_Latn | eto | Latn | Eton | Atlantic-Congo | |
| eus_Latn | eus | Latn | Basque | Basque | |
| ewo_Latn | ewo | Latn | Ewondo | Atlantic-Congo | |
| fao_Latn | fao | Latn | Faroese | Indo-European | |
| fia_Copt | fia | Copt | Nobiin | Nubian | |
| fin_Latn | fin | Latn | Finnish | Uralic | |
| fra_Latn | fra | Latn | French | Indo-European | |
| fry_Latn | fry | Latn | Western Frisian | Indo-European | |
| fuc_Latn | fuc | Latn | Pulaar | Atlantic-Congo | |
| fuv_Latn | fuv | Latn | Nigerian Fulfulde | Atlantic-Congo | |
| fvr_Latn | fvr | Latn | Fur | Furan | |
| gax_Latn | gax | Latn | Borana-Arsi-Guji Oromo | Afro-Asiatic | |
| gaz_Latn | gaz | Latn | West Central Oromo | Afro-Asiatic | |
| gil_Latn | gil | Latn | Gilbertese | Austronesian | |
| gkp_Latn | gkp | Latn | Kpelle (Guinea) | Mande | |
| gla_Latn | gla | Latn | Scottish Gaelic | Indo-European | |
| gle_Latn | gle | Latn | Irish | Indo-European | |
| glg_Latn | glg | Latn | Galician | Indo-European | |
| gom_Deva | gom | Deva | Goan Konkani | Indo-European | |
| guc_Latn | guc | Latn | Wayuu | Arawakan | |
| gug_Latn | gug | Latn | Paraguayan Guarani | Tupian | |
| guj_Gujr | guj | Gujr | Gujarati | Indo-European | |
| guz_Latn | guz | Latn | Gusii | Atlantic-Congo | |
| gxx_Latn | gxx | Latn | Southern Wè | Kru | |
| hat_Latn | hat | Latn | Haitian Creole | Indo-European | |
| hau_Latn | hau | Latn | Hausa | Afro-Asiatic | |
| heb_Hebr | heb | Hebr | Hebrew | Afro-Asiatic | |
| heh_Latn | heh | Latn | Hehe | Atlantic-Congo | |
| hin_Deva | hin | Deva | Hindi | Indo-European | |
| hin_Latn | hin | Latn | Hindi (Romanized) | Indo-European | |
| hne_Deva | hne | Deva | Chhattisgarhi | Indo-European | |
| hrv_Latn | hrv | Latn | Croatian | Indo-European | |
| hun_Latn | hun | Latn | Hungarian | Uralic | |
| hve_Latn | hve | Latn | San Dionisio del Mar Huave | Huavean | |
| hye_Armn | hye | Armn | Armenian | Indo-European | |
| ibo_Latn | ibo | Latn | Igbo | Atlantic-Congo | |
| ijc_Latn | ijc | Latn | Izon | Ijoid | |
| ilo_Latn | ilo | Latn | Iloko | Austronesian | |
| ind_Latn | ind | Latn | Indonesian | Austronesian | |
| irk_Latn | irk | Latn | Iraqw | Afro-Asiatic | |
| isl_Latn | isl | Latn | Icelandic | Indo-European | |
| ita_Latn | ita | Latn | Italian | Indo-European | |
| jav_Latn | jav | Latn | Javanese | Austronesian | |
| jmc_Latn | jmc | Latn | Machame | Atlantic-Congo | |
| jnj_Latn | jnj | Latn | Yemsa | Ta-Ne-Omotic | |
| jpn_Jpan | jpn | Jpan | Japanese | Japonic | |
| kaa_Cyrl | kaa | Cyrl | Karakalpak | Turkic | |
| kac_Latn | kac | Latn | Kachin | Sino-Tibetan | |
| kai_Latn | kai | Latn | Karekare | Afro-Asiatic | |
| kal_Latn | kal | Latn | Kalaallisut | Eskimo-Aleut | |
| kam_Latn | kam | Latn | Kamba | Atlantic-Congo | |
| kan_Knda | kan | Knda | Kannada | Dravidian | |
| kat_Geor | kat | Geor | Georgian | Kartvelian | |
| kaz_Cyrl | kaz | Cyrl | Kazakh | Turkic | |
| kea_Latn | kea | Latn | Kabuverdianu | Indo-European | |
| kek_Latn | kek | Latn | Kekchí | Mayan | |
| khk_Cyrl | khk | Cyrl | Halh Mongolian | Mongolic-Khitan | |
| khm_Khmr | khm | Khmr | Central Khmer | Austroasiatic | |
| khq_Latn | khq | Latn | Koyra Chiini Songhay | Songhay | |
| khw_Arab | khw | Arab | Khowar | Indo-European | |
| kin_Latn | kin | Latn | Kinyarwanda | Atlantic-Congo | |
| kir_Cyrl | kir | Cyrl | Kyrgyz | Turkic | |
| kls_Arab | kls | Arab | Kalasha | Indo-European | |
| kmb_Latn | kmb | Latn | Kimbundu | Atlantic-Congo | |
| kmr_Latn | kmr | Latn | Kurmanji Kurdish | Indo-European | |
| knc_Arab | knc | Arab | Central Kanuri | Saharan | |
| knw_Latn | knw | Latn | Kung-Ekoka | Kxa | |
| kor_Kore | kor | Kore | Korean | Koreanic | |
| krt_Latn | krt | Latn | Tumari Kanuri | Saharan | |
| kru_Deva | kru | Deva | Kurukh | Dravidian | |
| ksf_Latn | ksf | Latn | Bafia | Atlantic-Congo | |
| ktu_Latn | ktu | Latn | Kituba | Atlantic-Congo | |
| kuj_Latn | kuj | Latn | Kuria | Atlantic-Congo | |
| kwy_Latn | kwy | Latn | San Salvador Kongo | Atlantic-Congo | |
| kxp_Arab | kxp | Arab | Koli Wadiyari | Indo-European | |
| lao_Laoo | lao | Laoo | Lao | Tai-Kadai | |
| led_Latn | led | Latn | Lendu | Central Sudanic | |
| lgg_Latn | lgg | Latn | Lugbara | Central Sudanic | |
| lij_Latn | lij | Latn | Ligurian | Indo-European | |
| lim_Latn | lim | Latn | Limburgish | Indo-European | |
| lin_Latn | lin | Latn | Kinshasa Lingala | Atlantic-Congo | |
| lir_Latn | lir | Latn | Liberian Kreyol | Pidgin | |
| lit_Latn | lit | Latn | Lithuanian | Indo-European | |
| loa_Latn | loa | Latn | Loloda | North Halmahera | |
| loh_Latn | loh | Latn | Narim | Surmic | |
| lug_Latn | lug | Latn | Ganda | Atlantic-Congo | |
| luo_Latn | luo | Latn | Luo | Nilotic | |
| lvs_Latn | lvs | Latn | Standard Latvian | Indo-European | |
| maf_Latn | maf | Latn | Mafa | Afro-Asiatic | |
| mai_Deva | mai | Deva | Maithili | Indo-European | |
| mal_Mlym | mal | Mlym | Malayalam | Dravidian | |
| mam_Latn | mam | Latn | Mam | Mayan | |
| mar_Deva | mar | Deva | Marathi | Indo-European | |
| mas_Latn | mas | Latn | Masai | Nilotic | |
| mey_Latn | mey | Latn | Hassaniyya Arabic | Afro-Asiatic | |
| mie_Latn | mie | Latn | Ocotepec Mixtec | Otomanguean | |
| min_Arab | min | Arab | Minangkabau | Austronesian | |
| miq_Latn | miq | Latn | Miskito | Misumalpan | |
| mkd_Cyrl | mkd | Cyrl | Macedonian | Indo-European | |
| mlt_Latn | mlt | Latn | Maltese | Afro-Asiatic | |
| mos_Latn | mos | Latn | Mossi | Atlantic-Congo | |
| mri_Latn | mri | Latn | Māori | Austronesian | |
| mtq_Latn | mtq | Latn | Muong | Austroasiatic | |
| mya_Mymr | mya | Mymr | Burmese | Sino-Tibetan | |
| mzl_Latn | mzl | Latn | Mazatlán Mixe | Mixe-Zoque | |
| naq_Latn | naq | Latn | Nama | Khoe-Kwadi | |
| nhe_Latn | nhe | Latn | Eastern Huasteca Nahuatl | Uto-Aztecan | |
| nld_Latn | nld | Latn | Standard Dutch | Indo-European | |
| nlv_Latn | nlv | Latn | Orizaba Nahuatl | Uto-Aztecan | |
| nno_Latn | nno | Latn | Nynorsk | Indo-European | |
| npi_Deva | npi | Deva | Nepali | Indo-European | |
| nso_Latn | nso | Latn | Northern Sotho | Atlantic-Congo | |
| nus_Latn | nus | Latn | Nuer | Nilotic | |
| nya_Latn | nya | Latn | Nyanja | Atlantic-Congo | |
| ory_Orya | ory | Orya | Oriya | Indo-European | |
| pbs_Latn | pbs | Latn | Central Pame | Otomanguean | |
| pbt_Arab | pbt | Arab | Southern Pashto | Indo-European | |
| pcm_Latn | pcm | Latn | Nigerian Pidgin | Indo-European | |
| pes_Arab | pes | Arab | Western Persian | Indo-European | |
| plt_Latn | plt | Latn | Plateau Malagasy | Austronesian | |
| pnb_Guru | pnb | Guru | Western Punjabi | Indo-European | |
| pol_Latn | pol | Latn | Polish | Indo-European | |
| por_Latn | por | Latn | Brazilian Portuguese | Indo-European | |
| quc_Latn | quc | Latn | K'iche' | Mayan | |
| quh_Latn | quh | Latn | South Bolivian Quechua | Quechuan | |
| quz_Latn | quz | Latn | Cusco Quechua | Quechuan | |
| rob_Latn | rob | Latn | Tae’ | Austronesian | |
| roh_Latn | roh | Latn | Romansh | Indo-European | |
| ron_Latn | ron | Latn | Romanian | Indo-European | |
| rus_Cyrl | rus | Cyrl | Russian | Indo-European | |
| sat_Olck | sat | Olck | Santali | Austroasiatic | |
| sba_Latn | sba | Latn | Ngambay | Central Sudanic | |
| scn_Latn | scn | Latn | Sicilian | Indo-European | |
| sgc_Latn | sgc | Latn | Kipsigis | Nilotic | |
| shn_Mymr | shn | Mymr | Shan | Tai-Kadai | |
| sif_Latn | sif | Latn | Siamou | Siamou | |
| sin_Sinh | sin | Sinh | Sinhala | Indo-European | |
| skr_Arab | skr | Arab | Saraiki | Indo-European | |
| slk_Latn | slk | Latn | Slovak | Indo-European | |
| slv_Latn | slv | Latn | Slovene | Indo-European | |
| sme_Latn | sme | Latn | Northern Sami | Uralic | |
| sna_Latn | sna | Latn | Shona | Atlantic-Congo | |
| snd_Arab | snd | Arab | Sindhi | Indo-European | |
| som_Latn | som | Latn | Somali | Afro-Asiatic | |
| sot_Latn | sot | Latn | Southern Sotho | Atlantic-Congo | |
| spa_Latn | spa | Latn | Spanish | Indo-European | |
| sro_Latn | sro | Latn | Sardinian Campidanese | Indo-European | |
| srp_Cyrl | srp | Cyrl | Serbian | Indo-European | |
| ssw_Latn | ssw | Latn | Swati | Atlantic-Congo | |
| sun_Latn | sun | Latn | Sundanese | Austronesian | |
| swe_Latn | swe | Latn | Swedish | Indo-European | |
| swh_Latn | swh | Latn | Swahili | Atlantic-Congo | |
| szl_Latn | szl | Latn | Silesian | Indo-European | |
| tam_Latn | tam | Latn | Tamil (Romanized) | Dravidian | |
| tam_Taml | tam | Taml | Tamil | Dravidian | |
| taq_Latn | taq | Latn | Tamashek (Romanized) | Afro-Asiatic | |
| taq_Tfng | taq | Tfng | Tamashek | Afro-Asiatic | |
| tat_Cyrl | tat | Cyrl | Tatar | Turkic | |
| tda_Latn | tda | Latn | Tagdal | Songhay | |
| tel_Latn | tel | Latn | Telugu (Romanized) | Dravidian | |
| tel_Telu | tel | Telu | Telugu | Dravidian | |
| tgk_Cyrl | tgk | Cyrl | Tajik | Indo-European | |
| tgl_Latn | tgl | Latn | Tagalog | Austronesian | |
| tha_Thai | tha | Thai | Thai | Tai-Kadai | |
| tir_Ethi | tir | Ethi | Tigrinya | Afro-Asiatic | |
| toc_Latn | toc | Latn | Coyutla Totonac | Totonacan | |
| tpi_Latn | tpi | Latn | Tok Pisin | Indo-European | |
| tpl_Latn | tpl | Latn | Tlacoapa Me’phaa | Otomanguean | |
| tsg_Latn | tsg | Latn | Tausug | Austronesian | |
| tsn_Latn | tsn | Latn | Tswana | Atlantic-Congo | |
| tso_Latn | tso | Latn | Tsonga | Atlantic-Congo | |
| tsz_Latn | tsz | Latn | Purepecha | Tarascan | |
| tui_Latn | tui | Latn | Tupuri | Atlantic-Congo | |
| tur_Latn | tur | Latn | Turkish | Turkic | |
| twi_Latn | twi | Latn | Twi | Atlantic-Congo | |
| tzh_Latn | tzh | Latn | Tzeltal | Mayan | |
| tzm_Tfng | tzm | Tfng | Central Atlas Tamazight | Afro-Asiatic | |
| uig_Arab | uig | Arab | Uyghur | Turkic | |
| ukr_Cyrl | ukr | Cyrl | Ukrainian | Indo-European | |
| umb_Latn | umb | Latn | Umbundu | Atlantic-Congo | |
| urd_Arab | urd | Arab | Urdu | Indo-European | |
| urd_Latn | urd | Latn | Urdu (Romanized) | Indo-European | |
| uzn_Latn | uzn | Latn | Northern Uzbek | Turkic | |
| ven_Latn | ven | Latn | Venda | Atlantic-Congo | |
| vie_Latn | vie | Latn | Vietnamese | Austroasiatic | |
| vmw_Latn | vmw | Latn | Makhuwa | Atlantic-Congo | |
| war_Latn | war | Latn | Waray | Austronesian | |
| wlv_Latn | wlv | Latn | Bermejo Wichí | Mataguayan | |
| wol_Latn | wol | Latn | Wolof | Atlantic-Congo | |
| wuu_Hans | wuu | Hans | Wu Chinese | Sino-Tibetan | |
| xho_Latn | xho | Latn | Xhosa | Atlantic-Congo | |
| xuu_Latn | xuu | Latn | Khwedam | Khoe-Kwadi | |
| ydd_Hebr | ydd | Hebr | Eastern Yiddish | Indo-European | |
| ydg_Arab | ydg | Arab | Yadgha | Indo-European | Early version; likely to be updated |
| yor_Latn | yor | Latn | Yoruba | Atlantic-Congo | |
| yua_Latn | yua | Latn | Yucateco | Mayan | |
| yue_Hant | yue | Hant | Yue Chinese | Sino-Tibetan | |
| zai_Latn | zai | Latn | Isthmus Zapotec | Otomanguean | |
| zsm_Latn | zsm | Latn | Colloquial Malay | Austronesian | Code-switching with Standard Malay (zlm_Latn) |
| zne_Latn | zne | Latn | Zande | Atlantic-Congo | |
| zul_Latn | zul | Latn | Zulu | Atlantic-Congo |
For some translation directions of the Round 2 Met-BOUQuET, there are currently no human translations of BOUQuET into the respective target language: abz_Latn akb_Latn any_Latn awa_Deva bcc_Arab bem_Latn bsq_Latn dga_Latn kdj_Latn lua_Latn mad_Latn mim_Latn mni_Mtei osi_Latn tzo_Latn. Therefore, these languages are represented in the dataset only as (very imperfect) machine translations, not as human translations.
Each language variety is characterized by an ISO 639-3 code for its language (sometimes several codes to emphasize code mixing, as in the case of Egyptian Arabic and Malay), an ISO 15924 code for the writing system, and, optionally, a Glottocode (currently, it is applied only to mark the Brazilian Portuguese as distinct from the European Portuguese).
To contribute translations for new languages, please use our crowdsourcing tool: https://bouquet.metademolab.com.
Usage examples
The code below loads a pre-configured subset, French sentences paired with English, and selects the first instance
import datasets
data = datasets.load_dataset("facebook/bouquet", "fra_Latn", split="dev")
# to demonstrate an example, we select a single data instance
data[0]
# {'uniq_id': 'P037-S1',
# 'src_lang': 'fra_Latn',
# 'src_text': 'Tu as des mains en or, la nourriture est délicieuse.',
# 'tgt_lang': 'eng_Latn',
# 'domain': 'comments',
# 'tgt_text': 'Bless your hands, the food was very delicious. ',
# 'par_comment': 'possessive pronoun "your" is 2nd person feminine',
# 'tags': 'second person, single tense (past)',
# 'register': 'mra',
# 'orig_text': 'تسلم ايديكي الاكل كان جميل جدًا',
# 'newline_next': True,
# 'level': 'sentence_level',
# 'split': 'dev',
# 'par_id': 'P037'}
Another example loads paragraph-level data paired with English, and then pairs Spanish sentences with their Russian translations:
import datasets
data = datasets.load_dataset("facebook/bouquet", "paragraph_level", split="dev").to_pandas()
spa2rus = pd.merge(
data.loc[data["src_lang"].eq("spa_Latn")].drop(["tgt_lang", "tgt_text"], axis=1),
data.loc[data["src_lang"].eq("rus_Cyrl"), ["src_lang", "src_text", "uniq_id"]].rename({"src_lang": "tgt_lang", "src_text": "tgt_text"}, axis=1),
on="uniq_id",
)
The final example loads the XSTS+R+P part of the Met-BOUQuET dataset (dev split) and displays the first sample:
import datasets
data = datasets.load_dataset("facebook/bouquet", "met_bouquet_xstsrp_r1", split="dev")
# to demonstrate an example, we select a single data instance
data[0]
# {'src_lang': 'aar_Latn',
# 'tgt_lang': 'arz_Arab',
# 'system': 'OMT-LLaMA-8B-experimental-3a921d66',
# 'uniq_id': 'P001-S1',
# 'domain': 'how-to | instructions',
# 'register_label': 'uca',
# 'src_text': 'Mahshi "dolmah" elle bicisan inni baaxook baaxol baxsale.',
# 'mt_text': 'المحشي "الدولمة" هو طبق يصنع من عجينة كبيرة تُشكل كأس.',
# 'consensus_score': 1.0,
# 'n_annotators': 3,
# 'score_list': [2.0, 1.0, 1.0],
# 'par_harmonic_mean_consensus': 1.2,
# 'par_n_sentences': 3,
# 'protocol': 'XSTS+R+P',
# 'ref_text': 'طريقة عمل المحشي بتختلف كتير من بلد لبلد',
# 'has_ref': True,
# 'par_id': 'P001',
# 'system_group': 'internal_baseline',
# 'round': 1,
# 'split': 'dev',
# 'direction': 'aar_Latn-arz_Arab'}
Troubleshooting
- If you encounter an fsspec-related error when loading the dataset, please upgrade your dependencies:
pip install --upgrade datasets huggingface_hub fsspec - If you are getting a
GatedRepoError, please make sure that you have:- Logged into the HuggingFace website (this one);
- Accepted the terms of use of this dataset;
- Authenticated in your environment via a Huggingface token or the
loginmethod orhuggingface_hub. See https://huggingface.co/docs/hub/en/datasets-gated for more detailed instructions.
Dataset Creation
Curation Rationale for base BOUQuET
The dataset has been created manually from scratch, by composing the source sentences that cover a variety of domains and registers in 8 diverse non-English languages: Egyptian Arabic (alternating with Modern Standard Arabic when appropriate), French, German, Hindi, Indonesian, Mandarin Chinese, Russian, and Spanish.
For each of the source languages, the sentences have been created in the following 8 domains:
- How-to, written tutorials or instructions
- Conversations (dialogues)
- Narration (creative writing that doesn’t include dialogues)
- Social media posts
- Social media comments (reactive)
- Other web content
- Reflective piece
- Miscellaneous (address to a nation, disaster response, etc.)
Apart from the domains, a variety of registers (contextual styles) were used. Each sentence is annotated with the register characterized by three features: connectedness, preparedness, and social differential.
The linguists who were creating the dataset were instructed to maintain the diversity of sentence lengths, word orders, sentence structures, and other linguistic characteristics.
Subsequently, the source sentences were translated from the 8 source languages into English, and then, into the other languages. We plan to extend the dataset "in width", by translating it into even more languages.
See the paper for more details.
Curation Rationale for Met-BOUQuET
TODO
Contribution
To contribute to the dataset (adding translations for a new language, or verifying some of the existing translations), please use the web annotation tool at https://bouquet.metademolab.com.
Citation
If you are referring to this dataset, please cite the BOUQuET paper and the Omnilingual MT paper.
@inproceedings{andrews-etal-2025-bouquet,
title = "{BOUQ}u{ET} : dataset, Benchmark and Open initiative for Universal Quality Evaluation in Translation",
author = "Andrews, Pierre and
Artetxe, Mikel and
Meglioli, Mariano Coria and
Costa-juss{\`a}, Marta R. and
Chuang, Joe and
Dale, David and
Duppenthaler, Mark and
Ekberg, Nathanial Paul and
Gao, Cynthia and
Licht, Daniel Edward and
Maillard, Jean and
Mourachko, Alexandre and
Ropers, Christophe and
Saleem, Safiyyah and
S{\'a}nchez, Eduardo and
Tsiamas, Ioannis and
Turkatenko, Arina and
Ventayol-Boada, Albert and
Yates, Shireen",
editor = "Christodoulopoulos, Christos and
Chakraborty, Tanmoy and
Rose, Carolyn and
Peng, Violet",
booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
month = nov,
year = "2025",
address = "Suzhou, China",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2025.emnlp-main.1400/",
doi = "10.18653/v1/2025.emnlp-main.1400",
pages = "27515--27535",
ISBN = "979-8-89176-332-6",
}
@misc{omnilingual2026,
title={Omnilingual {MT}: Machine Translation for 1,600 Languages},
author={The Omnilingual MT Team and Belen Alastruey and Niyati Bafna and Andrea Caciolai and Kevin Heffernan and Artyom Kozhevnikov and Christophe Ropers and Eduardo S{\'a}nchez and Charles-Eric Saint-James and Ioannis Tsiamas and Chierh Cheng and Joe Chuang and Paul-Ambroise Duquenne and Mark Duppenthaler and Nate Ekberg and Cynthia Gao and Pere Llu{\'i}s Huguet Cabot and Jo{\~a}o Maria Janeiro and Jean Maillard and Gabriel Mejia Gonzalez and Holger Schwenk and Edan Toledo and Arina Turkatenko and Albert Ventayol-Boada and Rashel Moritz and Alexandre Mourachko and Surya Parimi and Mary Williamson and Shireen Yates and David Dale and Marta R. Costa-juss{\`a}},
year={2026},
eprint={},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2603.16309},
}
Glossary
- Domain. By the term domain, we mean different spaces in which language is produced in speech, sign, or writing (e.g., books, social media, news, Wikipedia, organization websites, official documents, direct messaging, texting). In this paper, we focus solely on the written modality.
- Register. We understand the term register as a functional variety of language that includes socio-semiotic properties, as expressed in [Halliday and Matthiessen (2004)], or more simply as a "contextual style", as presented in [Labov (1991), pp.79–99]. In that regard, a register is a specific variety of language used to best fit a specific communicative purpose in a specific situation.