language:
- ab
- ace
- ady
- af
- alt
- am
- ami
- an
- ang
- anp
- ar
- arc
- ary
- arz
- as
- ast
- atj
- av
- avk
- awa
- ay
- az
- azb
- ba
- ban
- bar
- bcl
- be
- bg
- bi
- bjn
- blk
- bm
- bn
- bo
- bpy
- br
- bs
- bug
- bxr
- ca
- cdo
- ce
- ceb
- ch
- chr
- chy
- ckb
- co
- cr
- crh
- cs
- csb
- cu
- cv
- cy
- da
- dag
- de
- din
- diq
- dsb
- dty
- dv
- dz
- ee
- el
- en
- eo
- es
- et
- eu
- ext
- fa
- fat
- ff
- fi
- fj
- fo
- fon
- fr
- frp
- frr
- fur
- fy
- ga
- gag
- gan
- gcr
- gd
- gl
- glk
- gn
- gom
- gor
- got
- gpe
- gu
- guc
- gur
- guw
- gv
- ha
- hak
- haw
- he
- hi
- hif
- hr
- hsb
- ht
- hu
- hy
- hyw
- ia
- id
- ie
- ig
- ik
- ilo
- inh
- io
- is
- it
- iu
- ja
- jam
- jbo
- ka
- kaa
- kab
- kbd
- kbp
- kcg
- kg
- ki
- kk
- kl
- km
- kn
- ko
- koi
- krc
- ks
- ku
- kv
- kw
- ky
- la
- lad
- lb
- lbe
- lez
- lfn
- lg
- li
- lij
- lld
- lmo
- ln
- lo
- lt
- ltg
- lv
- mad
- mai
- mdf
- mg
- mhr
- mi
- min
- mk
- ml
- mn
- mni
- mnw
- mr
- mrj
- ms
- mt
- mwl
- my
- myv
- mzn
- nap
- nds
- ne
- new
- nia
- nl
- nn
- 'no'
- nov
- nqo
- nso
- nv
- ny
- oc
- olo
- om
- or
- os
- pa
- pag
- pam
- pap
- pcd
- pcm
- pdc
- pfl
- pi
- pl
- pms
- pnb
- pnt
- ps
- pt
- pwn
- qu
- rm
- rmy
- rn
- ro
- ru
- rue
- rw
- sa
- sah
- sat
- sc
- scn
- sco
- sd
- se
- sg
- shi
- shn
- si
- sk
- skr
- sl
- sm
- smn
- sn
- so
- sq
- sr
- srn
- ss
- st
- stq
- su
- sv
- sw
- szl
- szy
- ta
- tay
- tcy
- te
- tet
- tg
- th
- ti
- tk
- tl
- tly
- tn
- to
- tpi
- tr
- trv
- ts
- tt
- tum
- ty
- tyv
- udm
- ug
- uk
- ur
- uz
- ve
- vec
- vep
- vi
- vls
- vo
- wa
- war
- wo
- wuu
- xal
- xh
- xmf
- yi
- yo
- yue
- za
- zea
- zu
language_bcp47: - pt-br
- pt-pt
- zh-cn
- zh-tw
license: cc-by-nc-sa-4.0
dataset_info: - config_name: ab
features:- name: prompt
dtype: large_string - name: instruction_id_list
list: string - name: kwargs
list:- name: capital_frequency
dtype: int64 - name: capital_relation
dtype: string - name: end_phrase
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dtype: string - name: forbidden_words
list: string - name: frequency
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dtype: string - name: keywords
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dtype: int64 - name: let_relation
dtype: string - name: letter
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dtype: int64 - name: num_bullets
dtype: int64 - name: num_highlights
dtype: int64 - name: num_paragraphs
dtype: int64 - name: num_placeholders
dtype: int64 - name: num_sections
dtype: int64 - name: num_sentences
dtype: int64 - name: num_words
dtype: int64 - name: options
list: string - name: postscript_marker
dtype: string - name: prompt_to_repeat
dtype: string - name: relation
dtype: string - name: section_spliter
dtype: string - name: language
dtype: string
- name: capital_frequency
- name: key
dtype: int64
splits: - name: test
num_bytes: 380501
num_examples: 524
download_size: 138693
dataset_size: 380501
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features:- name: prompt
dtype: large_string - name: instruction_id_list
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list: string - name: let_frequency
dtype: int64 - name: let_relation
dtype: string - name: letter
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dtype: int64 - name: num_highlights
dtype: int64 - name: num_paragraphs
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dtype: int64 - name: num_sections
dtype: int64 - name: num_sentences
dtype: int64 - name: num_words
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path: gcr/*.parquet
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- config_name: gd
data_files:- split: test
path: gd/*.parquet
- split: test
- config_name: gl
data_files:- split: test
path: gl/*.parquet
- split: test
- config_name: glk
data_files:- split: test
path: glk/*.parquet
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data_files:- split: test
path: gn/*.parquet
- split: test
- config_name: gom
data_files:- split: test
path: gom/test-*
- split: test
- config_name: gor
data_files:- split: test
path: gor/test-*
- split: test
- config_name: got
data_files:- split: test
path: got/test-*
- split: test
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data_files:- split: test
path: gpe/*.parquet
- split: test
- config_name: gu
data_files:- split: test
path: gu/*.parquet
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data_files:- split: test
path: guc/*.parquet
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data_files:- split: test
path: gur/*.parquet
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- config_name: guw
data_files:- split: test
path: guw/*.parquet
- split: test
- config_name: gv
data_files:- split: test
path: gv/*.parquet
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- config_name: ha
data_files:- split: test
path: ha/*.parquet
- split: test
- config_name: hak
data_files:- split: test
path: hak/*.parquet
- split: test
- config_name: haw
data_files:- split: test
path: haw/*.parquet
- split: test
- config_name: he
data_files:- split: test
path: he/*.parquet
- split: test
- config_name: hi
data_files:- split: test
path: hi/*.parquet
- split: test
- config_name: hif
data_files:- split: test
path: hif/*.parquet
- split: test
- config_name: hr
data_files:- split: test
path: hr/test-*
- split: test
- config_name: hsb
data_files:- split: test
path: hsb/*.parquet
- split: test
- config_name: ht
data_files:- split: test
path: ht/*.parquet
- split: test
- config_name: hu
data_files:- split: test
path: hu/test-*
- split: test
- config_name: hy
data_files:- split: test
path: hy/*.parquet
- split: test
- config_name: hyw
data_files:- split: test
path: hyw/*.parquet
- split: test
- config_name: ia
data_files:- split: test
path: ia/*.parquet
- split: test
- config_name: id
data_files:- split: test
path: id/*.parquet
- split: test
- config_name: ie
data_files:- split: test
path: ie/*.parquet
- split: test
- config_name: ig
data_files:- split: test
path: ig/test-*
- split: test
- config_name: ik
data_files:- split: test
path: ik/*.parquet
- split: test
- config_name: ilo
data_files:- split: test
path: ilo/*.parquet
- split: test
- config_name: inh
data_files:- split: test
path: inh/*.parquet
- split: test
- config_name: io
data_files:- split: test
path: io/*.parquet
- split: test
- config_name: is
data_files:- split: test
path: is/test-*
- split: test
- config_name: it
data_files:- split: test
path: it/test-*
- split: test
- config_name: iu
data_files:- split: test
path: iu/*.parquet
- split: test
- config_name: ja
data_files:- split: test
path: ja/*.parquet
- split: test
- config_name: jam
data_files:- split: test
path: jam/test-*
- split: test
- config_name: jbo
data_files:- split: test
path: jbo/test-*
- split: test
- config_name: ka
data_files:- split: test
path: ka/*.parquet
- split: test
- config_name: kaa
data_files:- split: test
path: kaa/*.parquet
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- config_name: kab
data_files:- split: test
path: kab/*.parquet
- split: test
- config_name: kbd
data_files:- split: test
path: kbd/*.parquet
- split: test
- config_name: kbp
data_files:- split: test
path: kbp/*.parquet
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- config_name: kcg
data_files:- split: test
path: kcg/*.parquet
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- config_name: kg
data_files:- split: test
path: kg/*.parquet
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- config_name: ki
data_files:- split: test
path: ki/*.parquet
- split: test
- config_name: kk
data_files:- split: test
path: kk/*.parquet
- split: test
- config_name: kl
data_files:- split: test
path: kl/*.parquet
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- config_name: km
data_files:- split: test
path: km/*.parquet
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- config_name: kn
data_files:- split: test
path: kn/*.parquet
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- config_name: ko
data_files:- split: test
path: ko/*.parquet
- split: test
- config_name: koi
data_files:- split: test
path: koi/test-*
- split: test
- config_name: krc
data_files:- split: test
path: krc/*.parquet
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- config_name: ks
data_files:- split: test
path: ks/*.parquet
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- config_name: ku
data_files:- split: test
path: ku/*.parquet
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- config_name: kv
data_files:- split: test
path: kv/*.parquet
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- config_name: kw
data_files:- split: test
path: kw/*.parquet
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- config_name: ky
data_files:- split: test
path: ky/*.parquet
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data_files:- split: test
path: la/*.parquet
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data_files:- split: test
path: lad/*.parquet
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data_files:- split: test
path: lb/*.parquet
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data_files:- split: test
path: lbe/*.parquet
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- config_name: lez
data_files:- split: test
path: lez/*.parquet
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- config_name: lfn
data_files:- split: test
path: lfn/test-*
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- config_name: lg
data_files:- split: test
path: lg/test-*
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- config_name: li
data_files:- split: test
path: li/test-*
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- config_name: lij
data_files:- split: test
path: lij/*.parquet
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- config_name: lld
data_files:- split: test
path: lld/*.parquet
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- config_name: lmo
data_files:- split: test
path: lmo/*.parquet
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- config_name: ln
data_files:- split: test
path: ln/*.parquet
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- config_name: lo
data_files:- split: test
path: lo/*.parquet
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- config_name: lt
data_files:- split: test
path: lt/test-*
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- config_name: ltg
data_files:- split: test
path: ltg/test-*
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- config_name: lv
data_files:- split: test
path: lv/test-*
- split: test
- config_name: mad
data_files:- split: test
path: mad/*.parquet
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- config_name: mai
data_files:- split: test
path: mai/*.parquet
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- config_name: mdf
data_files:- split: test
path: mdf/*.parquet
- split: test
- config_name: mg
data_files:- split: test
path: mg/test-*
- split: test
- config_name: mhr
data_files:- split: test
path: mhr/*.parquet
- split: test
- config_name: mi
data_files:- split: test
path: mi/*.parquet
- split: test
- config_name: min
data_files:- split: test
path: min/*.parquet
- split: test
- config_name: mk
data_files:- split: test
path: mk/*.parquet
- split: test
- config_name: ml
data_files:- split: test
path: ml/test-*
- split: test
- config_name: mn
data_files:- split: test
path: mn/*.parquet
- split: test
- config_name: mni
data_files:- split: test
path: mni/*.parquet
- split: test
- config_name: mnw
data_files:- split: test
path: mnw/*.parquet
- split: test
- config_name: mr
data_files:- split: test
path: mr/*.parquet
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- config_name: mrj
data_files:- split: test
path: mrj/*.parquet
- split: test
- config_name: ms
data_files:- split: test
path: ms/*.parquet
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- config_name: mt
data_files:- split: test
path: mt/*.parquet
- split: test
- config_name: mwl
data_files:- split: test
path: mwl/*.parquet
- split: test
- config_name: my
data_files:- split: test
path: my/*.parquet
- split: test
- config_name: myv
data_files:- split: test
path: myv/*.parquet
- split: test
- config_name: mzn
data_files:- split: test
path: mzn/*.parquet
- split: test
- config_name: nap
data_files:- split: test
path: nap/*.parquet
- split: test
- config_name: nds
data_files:- split: test
path: nds/test-*
- split: test
- config_name: ne
data_files:- split: test
path: ne/*.parquet
- split: test
- config_name: new
data_files:- split: test
path: new/*.parquet
- split: test
- config_name: nia
data_files:- split: test
path: nia/*.parquet
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- config_name: nl
data_files:- split: test
path: nl/*.parquet
- split: test
- config_name: nn
data_files:- split: test
path: nn/test-*
- split: test
- config_name: 'no'
data_files:- split: test
path: no/test-*
- split: test
- config_name: nov
data_files:- split: test
path: nov/*.parquet
- split: test
- config_name: nqo
data_files:- split: test
path: nqo/*.parquet
- split: test
- config_name: nso
data_files:- split: test
path: nso/*.parquet
- split: test
- config_name: nv
data_files:- split: test
path: nv/*.parquet
- split: test
- config_name: ny
data_files:- split: test
path: ny/*.parquet
- split: test
- config_name: oc
data_files:- split: test
path: oc/*.parquet
- split: test
- config_name: olo
data_files:- split: test
path: olo/test-*
- split: test
- config_name: om
data_files:- split: test
path: om/*.parquet
- split: test
- config_name: or
data_files:- split: test
path: or/*.parquet
- split: test
- config_name: os
data_files:- split: test
path: os/test-*
- split: test
- config_name: pa
data_files:- split: test
path: pa/*.parquet
- split: test
- config_name: pag
data_files:- split: test
path: pag/*.parquet
- split: test
- config_name: pam
data_files:- split: test
path: pam/*.parquet
- split: test
- config_name: pap
data_files:- split: test
path: pap/test-*
- split: test
- config_name: pcd
data_files:- split: test
path: pcd/*.parquet
- split: test
- config_name: pcm
data_files:- split: test
path: pcm/*.parquet
- split: test
- config_name: pdc
data_files:- split: test
path: pdc/*.parquet
- split: test
- config_name: pfl
data_files:- split: test
path: pfl/*.parquet
- split: test
- config_name: pi
data_files:- split: test
path: pi/*.parquet
- split: test
- config_name: pl
data_files:- split: test
path: pl/test-*
- split: test
- config_name: pms
data_files:- split: test
path: pms/*.parquet
- split: test
- config_name: pnb
data_files:- split: test
path: pnb/*.parquet
- split: test
- config_name: pnt
data_files:- split: test
path: pnt/*.parquet
- split: test
- config_name: ps
data_files:- split: test
path: ps/test-*
- split: test
- config_name: pt-br
data_files:- split: test
path: pt-br/*.parquet
- split: test
- config_name: pt-pt
data_files:- split: test
path: pt-pt/test-*
- split: test
- config_name: pwn
data_files:- split: test
path: pwn/*.parquet
- split: test
- config_name: qu
data_files:- split: test
path: qu/*.parquet
- split: test
- config_name: rm
data_files:- split: test
path: rm/*.parquet
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- config_name: rmy
data_files:- split: test
path: rmy/*.parquet
- split: test
- config_name: rn
data_files:- split: test
path: rn/*.parquet
- split: test
- config_name: ro
data_files:- split: test
path: ro/test-*
- split: test
- config_name: ru
data_files:- split: test
path: ru/*.parquet
- split: test
- config_name: rue
data_files:- split: test
path: rue/*.parquet
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- config_name: rw
data_files:- split: test
path: rw/*.parquet
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- config_name: sa
data_files:- split: test
path: sa/*.parquet
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- config_name: sah
data_files:- split: test
path: sah/*.parquet
- split: test
- config_name: sat
data_files:- split: test
path: sat/*.parquet
- split: test
- config_name: sc
data_files:- split: test
path: sc/test-*
- split: test
- config_name: scn
data_files:- split: test
path: scn/*.parquet
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- config_name: sco
data_files:- split: test
path: sco/*.parquet
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- config_name: sd
data_files:- split: test
path: sd/test-*
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- config_name: se
data_files:- split: test
path: se/test-*
- split: test
- config_name: sg
data_files:- split: test
path: sg/*.parquet
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- config_name: shi
data_files:- split: test
path: shi/*.parquet
- split: test
- config_name: shn
data_files:- split: test
path: shn/test-*
- split: test
- config_name: si
data_files:- split: test
path: si/*.parquet
- split: test
- config_name: sk
data_files:- split: test
path: sk/test-*
- split: test
- config_name: skr
data_files:- split: test
path: skr/*.parquet
- split: test
- config_name: sl
data_files:- split: test
path: sl/test-*
- split: test
- config_name: sm
data_files:- split: test
path: sm/*.parquet
- split: test
- config_name: smn
data_files:- split: test
path: smn/*.parquet
- split: test
- config_name: sn
data_files:- split: test
path: sn/test-*
- split: test
- config_name: so
data_files:- split: test
path: so/*.parquet
- split: test
- config_name: sq
data_files:- split: test
path: sq/test-*
- split: test
- config_name: sr
data_files:- split: test
path: sr/test-*
- split: test
- config_name: srn
data_files:- split: test
path: srn/test-*
- split: test
- config_name: ss
data_files:- split: test
path: ss/*.parquet
- split: test
- config_name: st
data_files:- split: test
path: st/*.parquet
- split: test
- config_name: stq
data_files:- split: test
path: stq/*.parquet
- split: test
- config_name: su
data_files:- split: test
path: su/*.parquet
- split: test
- config_name: sv
data_files:- split: test
path: sv/*.parquet
- split: test
- config_name: sw
data_files:- split: test
path: sw/*.parquet
- split: test
- config_name: szl
data_files:- split: test
path: szl/*.parquet
- split: test
- config_name: szy
data_files:- split: test
path: szy/*.parquet
- split: test
- config_name: ta
data_files:- split: test
path: ta/*.parquet
- split: test
- config_name: tay
data_files:- split: test
path: tay/test-*
- split: test
- config_name: tcy
data_files:- split: test
path: tcy/*.parquet
- split: test
- config_name: te
data_files:- split: test
path: te/*.parquet
- split: test
- config_name: tet
data_files:- split: test
path: tet/*.parquet
- split: test
- config_name: tg
data_files:- split: test
path: tg/*.parquet
- split: test
- config_name: th
data_files:- split: test
path: th/*.parquet
- split: test
- config_name: ti
data_files:- split: test
path: ti/*.parquet
- split: test
- config_name: tk
data_files:- split: test
path: tk/*.parquet
- split: test
- config_name: tl
data_files:- split: test
path: tl/*.parquet
- split: test
- config_name: tly
data_files:- split: test
path: tly/test-*
- split: test
- config_name: tn
data_files:- split: test
path: tn/*.parquet
- split: test
- config_name: to
data_files:- split: test
path: to/*.parquet
- split: test
- config_name: tpi
data_files:- split: test
path: tpi/*.parquet
- split: test
- config_name: tr
data_files:- split: test
path: tr/*.parquet
- split: test
- config_name: trv
data_files:- split: test
path: trv/*.parquet
- split: test
- config_name: ts
data_files:- split: test
path: ts/*.parquet
- split: test
- config_name: tt
data_files:- split: test
path: tt/*.parquet
- split: test
- config_name: tum
data_files:- split: test
path: tum/*.parquet
- split: test
- config_name: tw
data_files:- split: test
path: tw/test-*
- split: test
- config_name: ty
data_files:- split: test
path: ty/test-*
- split: test
- config_name: tyv
data_files:- split: test
path: tyv/test-*
- split: test
- config_name: udm
data_files:- split: test
path: udm/*.parquet
- split: test
- config_name: ug
data_files:- split: test
path: ug/*.parquet
- split: test
- config_name: uk
data_files:- split: test
path: uk/test-*
- split: test
- config_name: ur
data_files:- split: test
path: ur/*.parquet
- split: test
- config_name: uz
data_files:- split: test
path: uz/*.parquet
- split: test
- config_name: ve
data_files:- split: test
path: ve/*.parquet
- split: test
- config_name: vec
data_files:- split: test
path: vec/*.parquet
- split: test
- config_name: vep
data_files:- split: test
path: vep/test-*
- split: test
- config_name: vi
data_files:- split: test
path: vi/*.parquet
- split: test
- config_name: vls
data_files:- split: test
path: vls/*.parquet
- split: test
- config_name: vo
data_files:- split: test
path: vo/*.parquet
- split: test
- config_name: wa
data_files:- split: test
path: wa/*.parquet
- split: test
- config_name: war
data_files:- split: test
path: war/*.parquet
- split: test
- config_name: wo
data_files:- split: test
path: wo/test-*
- split: test
- config_name: wuu
data_files:- split: test
path: wuu/*.parquet
- split: test
- config_name: xal
data_files:- split: test
path: xal/*.parquet
- split: test
- config_name: xh
data_files:- split: test
path: xh/test-*
- split: test
- config_name: xmf
data_files:- split: test
path: xmf/*.parquet
- split: test
- config_name: yi
data_files:- split: test
path: yi/*.parquet
- split: test
- config_name: yo
data_files:- split: test
path: yo/test-*
- split: test
- config_name: yue
data_files:- split: test
path: yue/*.parquet
- split: test
- config_name: za
data_files:- split: test
path: za/*.parquet
- split: test
- config_name: zea
data_files:- split: test
path: zea/*.parquet
- split: test
- config_name: zh-cn
data_files:- split: test
path: zh-cn/*.parquet
- split: test
- config_name: zh-tw
data_files:- split: test
path: zh-tw/*.parquet
- split: test
- config_name: zu
data_files:- split: test
path: zu/*.parquet
- split: test
MultiIFEval
This dataset is an instruction-following dataset for 300+ languages, translated and localised from the English IFEval dataset.
Dataset Details
Dataset Description
All samples come from the English IFEval dataset, and we translate and localise with Gemini-3-flash-preview.
When translating and localising samples, we also include a random Wikipedia article in the target language, both to give some context for localisation, but also to increase the translation quality.
- Created by: Dan Saattrup Smart ([email protected]) from the Alexandra Institute.
- Funded by: The EU Horizon project TrustLLM (grant agreement number 101135671) and the LLM generations were part of the Google Cloud Research Credits Programme.
- License: CC BY-NC-SA 4.0
Dataset Sources
- Repository: github.com/alexandrainst/multi_ifeval
Uses
This dataset is designed to be used for evaluating models on the instruction-following task.
Dataset Structure
The dataset contains the following features, which is the standard IFEval format:
- key (str): The ID of the sample.
- prompt (str): The prompt containing all the instructions that is to be followed.
- instruction_id_list (list of str): The IDs of the instructions that should be followed.
- kwargs (list of dict): The keyword arguments belonging to each instruction-checking function in
instruction_id_list(so this has the same length asinstruction_id_list). Most arguments arenull- these can be ignored.
There's only a single split, the test split, which is intended to be for evaluation purposes.
Citation
If you use MultiIFEval in your research, please cite our paper:
@article{smart2026multiifeval,
title={MultiIFEval: An Instruction Following Benchmark in 300+ Languages},
author={Smart, Dan Saattrup},
journal={arXiv preprint arXiv:XXXX.XXXXX},
url={https://arxiv.org/abs/XXXX.XXXXX},
year={2026}
}