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README.md
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---
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pretty_name: C4
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annotations_creators:
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- no-annotation
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language_creators:
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- found
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language:
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- af
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- am
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- ar
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- az
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- be
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- bg
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- bn
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- ca
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- ceb
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- co
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- cs
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- cy
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- da
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- de
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- el
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- en
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- eo
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- es
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- et
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- eu
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- fa
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- fi
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- fil
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- fr
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- fy
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- ga
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- gd
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- gl
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- gu
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- ha
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- haw
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- he
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- hi
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- hmn
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- ht
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- hu
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- hy
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- id
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- ig
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- is
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- it
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- iw
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- ja
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- jv
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- ka
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- kk
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- km
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- kn
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- ko
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- ku
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- ky
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- la
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- lb
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- lo
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- lt
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- lv
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- mg
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- mi
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- mk
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- ml
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- mn
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- mr
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- ms
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-
- mt
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- my
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-
- ne
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- nl
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- 'no'
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- ny
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- pa
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- pl
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- ps
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- pt
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- ro
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- ru
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- sd
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- si
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- sk
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- sl
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- sm
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- sn
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- so
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- sq
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- sr
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- st
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- su
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- sv
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- sw
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- ta
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- te
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- tg
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- th
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- tr
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- uk
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- und
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- ur
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- uz
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- vi
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- xh
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- yi
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- yo
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- zh
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- zu
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language_bcp47:
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- bg-Latn
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- el-Latn
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- hi-Latn
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- ja-Latn
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- ru-Latn
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- zh-Latn
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license:
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- odc-by
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multilinguality:
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- multilingual
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size_categories:
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- n<1K
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- 1K<n<10K
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- 10K<n<100K
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- 100K<n<1M
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- 1M<n<10M
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- 10M<n<100M
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- 100M<n<1B
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- 1B<n<10B
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source_datasets:
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- original
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task_categories:
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- text-generation
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- fill-mask
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task_ids:
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- language-modeling
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- masked-language-modeling
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paperswithcode_id: c4
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dataset_info:
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- config_name: en
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features:
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- name: text
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dtype: string
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- name: timestamp
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dtype: string
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- name: url
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dtype: string
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splits:
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- name: train
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num_bytes: 828589180707
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num_examples: 364868892
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- name: validation
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num_bytes: 825767266
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num_examples: 364608
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download_size: 326778635540
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dataset_size: 1657178361414
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- config_name: en.noblocklist
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features:
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- name: text
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dtype: string
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- name: timestamp
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dtype: string
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- name: url
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dtype: string
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splits:
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- name: train
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num_bytes: 1029628201361
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num_examples: 393391519
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- name: validation
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num_bytes: 1025606012
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num_examples: 393226
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download_size: 406611392434
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dataset_size: 2059256402722
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- config_name: realnewslike
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features:
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- name: text
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dtype: string
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- name: timestamp
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dtype: string
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- name: url
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dtype: string
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splits:
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- name: train
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num_bytes: 38165657946
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num_examples: 13799838
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- name: validation
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num_bytes: 37875873
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num_examples: 13863
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download_size: 15419740744
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dataset_size: 76331315892
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- config_name: en.noclean
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features:
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- name: text
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dtype: string
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- name: timestamp
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dtype: string
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- name: url
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dtype: string
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splits:
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- name: train
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num_bytes: 6715509699938
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num_examples: 1063805381
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num_bytes: 6706356913
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num_examples: 1065029
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download_size: 2430376268625
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dataset_size: 6722216056851
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configs:
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- config_name: en
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data_files:
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- split: train
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path: en/c4-train.*.json.gz
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- split: validation
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path: en/c4-validation.*.json.gz
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- config_name: en.noblocklist
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data_files:
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- split: train
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path: en.noblocklist/c4-train.*.json.gz
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- split: validation
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path: en.noblocklist/c4-validation.*.json.gz
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- config_name: en.noclean
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data_files:
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- split: train
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path: en.noclean/c4-train.*.json.gz
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- split: validation
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path: en.noclean/c4-validation.*.json.gz
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- config_name: realnewslike
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data_files:
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- split: train
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path: realnewslike/c4-train.*.json.gz
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- split: validation
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path: realnewslike/c4-validation.*.json.gz
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- config_name: multilingual
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data_files:
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- split: train
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path:
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- multilingual/c4-af.*.json.gz
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- multilingual/c4-am.*.json.gz
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- multilingual/c4-ar.*.json.gz
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- multilingual/c4-az.*.json.gz
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- multilingual/c4-be.*.json.gz
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- multilingual/c4-bg.*.json.gz
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- multilingual/c4-bg-Latn.*.json.gz
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- multilingual/c4-bn.*.json.gz
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- multilingual/c4-ca.*.json.gz
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- multilingual/c4-ceb.*.json.gz
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- multilingual/c4-cs.*.json.gz
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- multilingual/c4-cy.*.json.gz
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- multilingual/c4-da.*.json.gz
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- multilingual/c4-el-Latn.*.json.gz
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- multilingual/c4-fa.*.json.gz
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- multilingual/c4-fi.*.json.gz
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- multilingual/c4-fil.*.json.gz
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- multilingual/c4-fr.*.json.gz
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- multilingual/c4-fy.*.json.gz
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- multilingual/c4-ga.*.json.gz
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- multilingual/c4-gd.*.json.gz
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- multilingual/c4-gl.*.json.gz
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- multilingual/c4-gu.*.json.gz
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- multilingual/c4-ha.*.json.gz
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- multilingual/c4-haw.*.json.gz
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- multilingual/c4-hi.*.json.gz
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- multilingual/c4-hi-Latn.*.json.gz
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- multilingual/c4-hmn.*.json.gz
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- multilingual/c4-ht.*.json.gz
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- multilingual/c4-hu.*.json.gz
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- multilingual/c4-id.*.json.gz
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- multilingual/c4-it.*.json.gz
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- multilingual/c4-iw.*.json.gz
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- multilingual/c4-ja.*.json.gz
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- multilingual/c4-ja-Latn.*.json.gz
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- multilingual/c4-ko.*.json.gz
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- multilingual/c4-ku.*.json.gz
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- multilingual/c4-ky.*.json.gz
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- multilingual/c4-la.*.json.gz
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- multilingual/c4-lb.*.json.gz
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|
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|
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|
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|
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|
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|
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- multilingual/c4-ta.*.json.gz
|
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- multilingual/c4-te.*.json.gz
|
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- multilingual/c4-tg.*.json.gz
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- multilingual/c4-th.*.json.gz
|
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- multilingual/c4-tr.*.json.gz
|
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- multilingual/c4-uk.*.json.gz
|
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- multilingual/c4-und.*.json.gz
|
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- multilingual/c4-ur.*.json.gz
|
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- multilingual/c4-uz.*.json.gz
|
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- multilingual/c4-vi.*.json.gz
|
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- multilingual/c4-xh.*.json.gz
|
341 |
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- multilingual/c4-yi.*.json.gz
|
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- multilingual/c4-yo.*.json.gz
|
343 |
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- multilingual/c4-zh.*.json.gz
|
344 |
-
- multilingual/c4-zh-Latn.*.json.gz
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-
- multilingual/c4-zu.*.json.gz
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-
- split: validation
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-
path:
|
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-
- multilingual/c4-af-validation.*.json.gz
|
349 |
-
- multilingual/c4-am-validation.*.json.gz
|
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- multilingual/c4-ar-validation.*.json.gz
|
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- multilingual/c4-az-validation.*.json.gz
|
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- multilingual/c4-be-validation.*.json.gz
|
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- multilingual/c4-bg-validation.*.json.gz
|
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- multilingual/c4-bg-Latn-validation.*.json.gz
|
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- multilingual/c4-bn-validation.*.json.gz
|
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- multilingual/c4-ca-validation.*.json.gz
|
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- multilingual/c4-ceb-validation.*.json.gz
|
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- multilingual/c4-co-validation.*.json.gz
|
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- multilingual/c4-cs-validation.*.json.gz
|
360 |
-
- multilingual/c4-cy-validation.*.json.gz
|
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- multilingual/c4-da-validation.*.json.gz
|
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- multilingual/c4-de-validation.*.json.gz
|
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- multilingual/c4-el-validation.*.json.gz
|
364 |
-
- multilingual/c4-el-Latn-validation.*.json.gz
|
365 |
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- multilingual/c4-en-validation.*.json.gz
|
366 |
-
- multilingual/c4-eo-validation.*.json.gz
|
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-
- multilingual/c4-es-validation.*.json.gz
|
368 |
-
- multilingual/c4-et-validation.*.json.gz
|
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-
- multilingual/c4-eu-validation.*.json.gz
|
370 |
-
- multilingual/c4-fa-validation.*.json.gz
|
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-
- multilingual/c4-fi-validation.*.json.gz
|
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-
- multilingual/c4-fil-validation.*.json.gz
|
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-
- multilingual/c4-fr-validation.*.json.gz
|
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-
- multilingual/c4-fy-validation.*.json.gz
|
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-
- multilingual/c4-ga-validation.*.json.gz
|
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-
- multilingual/c4-gd-validation.*.json.gz
|
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-
- multilingual/c4-gl-validation.*.json.gz
|
378 |
-
- multilingual/c4-gu-validation.*.json.gz
|
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- multilingual/c4-ha-validation.*.json.gz
|
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- multilingual/c4-haw-validation.*.json.gz
|
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- multilingual/c4-hi-validation.*.json.gz
|
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- multilingual/c4-hi-Latn-validation.*.json.gz
|
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-
- multilingual/c4-hmn-validation.*.json.gz
|
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- multilingual/c4-ht-validation.*.json.gz
|
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- multilingual/c4-hu-validation.*.json.gz
|
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- multilingual/c4-hy-validation.*.json.gz
|
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-
- multilingual/c4-id-validation.*.json.gz
|
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- multilingual/c4-ig-validation.*.json.gz
|
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-
- multilingual/c4-is-validation.*.json.gz
|
390 |
-
- multilingual/c4-it-validation.*.json.gz
|
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-
- multilingual/c4-iw-validation.*.json.gz
|
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-
- multilingual/c4-ja-validation.*.json.gz
|
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-
- multilingual/c4-ja-Latn-validation.*.json.gz
|
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-
- multilingual/c4-jv-validation.*.json.gz
|
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-
- multilingual/c4-ka-validation.*.json.gz
|
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-
- multilingual/c4-kk-validation.*.json.gz
|
397 |
-
- multilingual/c4-km-validation.*.json.gz
|
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-
- multilingual/c4-kn-validation.*.json.gz
|
399 |
-
- multilingual/c4-ko-validation.*.json.gz
|
400 |
-
- multilingual/c4-ku-validation.*.json.gz
|
401 |
-
- multilingual/c4-ky-validation.*.json.gz
|
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-
- multilingual/c4-la-validation.*.json.gz
|
403 |
-
- multilingual/c4-lb-validation.*.json.gz
|
404 |
-
- multilingual/c4-lo-validation.*.json.gz
|
405 |
-
- multilingual/c4-lt-validation.*.json.gz
|
406 |
-
- multilingual/c4-lv-validation.*.json.gz
|
407 |
-
- multilingual/c4-mg-validation.*.json.gz
|
408 |
-
- multilingual/c4-mi-validation.*.json.gz
|
409 |
-
- multilingual/c4-mk-validation.*.json.gz
|
410 |
-
- multilingual/c4-ml-validation.*.json.gz
|
411 |
-
- multilingual/c4-mn-validation.*.json.gz
|
412 |
-
- multilingual/c4-mr-validation.*.json.gz
|
413 |
-
- multilingual/c4-ms-validation.*.json.gz
|
414 |
-
- multilingual/c4-mt-validation.*.json.gz
|
415 |
-
- multilingual/c4-my-validation.*.json.gz
|
416 |
-
- multilingual/c4-ne-validation.*.json.gz
|
417 |
-
- multilingual/c4-nl-validation.*.json.gz
|
418 |
-
- multilingual/c4-no-validation.*.json.gz
|
419 |
-
- multilingual/c4-ny-validation.*.json.gz
|
420 |
-
- multilingual/c4-pa-validation.*.json.gz
|
421 |
-
- multilingual/c4-pl-validation.*.json.gz
|
422 |
-
- multilingual/c4-ps-validation.*.json.gz
|
423 |
-
- multilingual/c4-pt-validation.*.json.gz
|
424 |
-
- multilingual/c4-ro-validation.*.json.gz
|
425 |
-
- multilingual/c4-ru-validation.*.json.gz
|
426 |
-
- multilingual/c4-ru-Latn-validation.*.json.gz
|
427 |
-
- multilingual/c4-sd-validation.*.json.gz
|
428 |
-
- multilingual/c4-si-validation.*.json.gz
|
429 |
-
- multilingual/c4-sk-validation.*.json.gz
|
430 |
-
- multilingual/c4-sl-validation.*.json.gz
|
431 |
-
- multilingual/c4-sm-validation.*.json.gz
|
432 |
-
- multilingual/c4-sn-validation.*.json.gz
|
433 |
-
- multilingual/c4-so-validation.*.json.gz
|
434 |
-
- multilingual/c4-sq-validation.*.json.gz
|
435 |
-
- multilingual/c4-sr-validation.*.json.gz
|
436 |
-
- multilingual/c4-st-validation.*.json.gz
|
437 |
-
- multilingual/c4-su-validation.*.json.gz
|
438 |
-
- multilingual/c4-sv-validation.*.json.gz
|
439 |
-
- multilingual/c4-sw-validation.*.json.gz
|
440 |
-
- multilingual/c4-ta-validation.*.json.gz
|
441 |
-
- multilingual/c4-te-validation.*.json.gz
|
442 |
-
- multilingual/c4-tg-validation.*.json.gz
|
443 |
-
- multilingual/c4-th-validation.*.json.gz
|
444 |
-
- multilingual/c4-tr-validation.*.json.gz
|
445 |
-
- multilingual/c4-uk-validation.*.json.gz
|
446 |
-
- multilingual/c4-und-validation.*.json.gz
|
447 |
-
- multilingual/c4-ur-validation.*.json.gz
|
448 |
-
- multilingual/c4-uz-validation.*.json.gz
|
449 |
-
- multilingual/c4-vi-validation.*.json.gz
|
450 |
-
- multilingual/c4-xh-validation.*.json.gz
|
451 |
-
- multilingual/c4-yi-validation.*.json.gz
|
452 |
-
- multilingual/c4-yo-validation.*.json.gz
|
453 |
-
- multilingual/c4-zh-validation.*.json.gz
|
454 |
-
- multilingual/c4-zh-Latn-validation.*.json.gz
|
455 |
-
- multilingual/c4-zu-validation.*.json.gz
|
456 |
-
- config_name: af
|
457 |
-
data_files:
|
458 |
-
- split: train
|
459 |
-
path: multilingual/c4-af.*.json.gz
|
460 |
-
- split: validation
|
461 |
-
path: multilingual/c4-af-validation.*.json.gz
|
462 |
-
- config_name: am
|
463 |
-
data_files:
|
464 |
-
- split: train
|
465 |
-
path: multilingual/c4-am.*.json.gz
|
466 |
-
- split: validation
|
467 |
-
path: multilingual/c4-am-validation.*.json.gz
|
468 |
-
- config_name: ar
|
469 |
-
data_files:
|
470 |
-
- split: train
|
471 |
-
path: multilingual/c4-ar.*.json.gz
|
472 |
-
- split: validation
|
473 |
-
path: multilingual/c4-ar-validation.*.json.gz
|
474 |
-
- config_name: az
|
475 |
-
data_files:
|
476 |
-
- split: train
|
477 |
-
path: multilingual/c4-az.*.json.gz
|
478 |
-
- split: validation
|
479 |
-
path: multilingual/c4-az-validation.*.json.gz
|
480 |
-
- config_name: be
|
481 |
-
data_files:
|
482 |
-
- split: train
|
483 |
-
path: multilingual/c4-be.*.json.gz
|
484 |
-
- split: validation
|
485 |
-
path: multilingual/c4-be-validation.*.json.gz
|
486 |
-
- config_name: bg
|
487 |
-
data_files:
|
488 |
-
- split: train
|
489 |
-
path: multilingual/c4-bg.*.json.gz
|
490 |
-
- split: validation
|
491 |
-
path: multilingual/c4-bg-validation.*.json.gz
|
492 |
-
- config_name: bg-Latn
|
493 |
-
data_files:
|
494 |
-
- split: train
|
495 |
-
path: multilingual/c4-bg-Latn.*.json.gz
|
496 |
-
- split: validation
|
497 |
-
path: multilingual/c4-bg-Latn-validation.*.json.gz
|
498 |
-
- config_name: bn
|
499 |
-
data_files:
|
500 |
-
- split: train
|
501 |
-
path: multilingual/c4-bn.*.json.gz
|
502 |
-
- split: validation
|
503 |
-
path: multilingual/c4-bn-validation.*.json.gz
|
504 |
-
- config_name: ca
|
505 |
-
data_files:
|
506 |
-
- split: train
|
507 |
-
path: multilingual/c4-ca.*.json.gz
|
508 |
-
- split: validation
|
509 |
-
path: multilingual/c4-ca-validation.*.json.gz
|
510 |
-
- config_name: ceb
|
511 |
-
data_files:
|
512 |
-
- split: train
|
513 |
-
path: multilingual/c4-ceb.*.json.gz
|
514 |
-
- split: validation
|
515 |
-
path: multilingual/c4-ceb-validation.*.json.gz
|
516 |
-
- config_name: co
|
517 |
-
data_files:
|
518 |
-
- split: train
|
519 |
-
path: multilingual/c4-co.*.json.gz
|
520 |
-
- split: validation
|
521 |
-
path: multilingual/c4-co-validation.*.json.gz
|
522 |
-
- config_name: cs
|
523 |
-
data_files:
|
524 |
-
- split: train
|
525 |
-
path: multilingual/c4-cs.*.json.gz
|
526 |
-
- split: validation
|
527 |
-
path: multilingual/c4-cs-validation.*.json.gz
|
528 |
-
- config_name: cy
|
529 |
-
data_files:
|
530 |
-
- split: train
|
531 |
-
path: multilingual/c4-cy.*.json.gz
|
532 |
-
- split: validation
|
533 |
-
path: multilingual/c4-cy-validation.*.json.gz
|
534 |
-
- config_name: da
|
535 |
-
data_files:
|
536 |
-
- split: train
|
537 |
-
path: multilingual/c4-da.*.json.gz
|
538 |
-
- split: validation
|
539 |
-
path: multilingual/c4-da-validation.*.json.gz
|
540 |
-
- config_name: de
|
541 |
-
data_files:
|
542 |
-
- split: train
|
543 |
-
path: multilingual/c4-de.*.json.gz
|
544 |
-
- split: validation
|
545 |
-
path: multilingual/c4-de-validation.*.json.gz
|
546 |
-
- config_name: el
|
547 |
-
data_files:
|
548 |
-
- split: train
|
549 |
-
path: multilingual/c4-el.*.json.gz
|
550 |
-
- split: validation
|
551 |
-
path: multilingual/c4-el-validation.*.json.gz
|
552 |
-
- config_name: el-Latn
|
553 |
-
data_files:
|
554 |
-
- split: train
|
555 |
-
path: multilingual/c4-el-Latn.*.json.gz
|
556 |
-
- split: validation
|
557 |
-
path: multilingual/c4-el-Latn-validation.*.json.gz
|
558 |
-
- config_name: en-multi
|
559 |
-
data_files:
|
560 |
-
- split: train
|
561 |
-
path: multilingual/c4-en.*.json.gz
|
562 |
-
- split: validation
|
563 |
-
path: multilingual/c4-en-validation.*.json.gz
|
564 |
-
- config_name: eo
|
565 |
-
data_files:
|
566 |
-
- split: train
|
567 |
-
path: multilingual/c4-eo.*.json.gz
|
568 |
-
- split: validation
|
569 |
-
path: multilingual/c4-eo-validation.*.json.gz
|
570 |
-
- config_name: es
|
571 |
-
data_files:
|
572 |
-
- split: train
|
573 |
-
path: multilingual/c4-es.*.json.gz
|
574 |
-
- split: validation
|
575 |
-
path: multilingual/c4-es-validation.*.json.gz
|
576 |
-
- config_name: et
|
577 |
-
data_files:
|
578 |
-
- split: train
|
579 |
-
path: multilingual/c4-et.*.json.gz
|
580 |
-
- split: validation
|
581 |
-
path: multilingual/c4-et-validation.*.json.gz
|
582 |
-
- config_name: eu
|
583 |
-
data_files:
|
584 |
-
- split: train
|
585 |
-
path: multilingual/c4-eu.*.json.gz
|
586 |
-
- split: validation
|
587 |
-
path: multilingual/c4-eu-validation.*.json.gz
|
588 |
-
- config_name: fa
|
589 |
-
data_files:
|
590 |
-
- split: train
|
591 |
-
path: multilingual/c4-fa.*.json.gz
|
592 |
-
- split: validation
|
593 |
-
path: multilingual/c4-fa-validation.*.json.gz
|
594 |
-
- config_name: fi
|
595 |
-
data_files:
|
596 |
-
- split: train
|
597 |
-
path: multilingual/c4-fi.*.json.gz
|
598 |
-
- split: validation
|
599 |
-
path: multilingual/c4-fi-validation.*.json.gz
|
600 |
-
- config_name: fil
|
601 |
-
data_files:
|
602 |
-
- split: train
|
603 |
-
path: multilingual/c4-fil.*.json.gz
|
604 |
-
- split: validation
|
605 |
-
path: multilingual/c4-fil-validation.*.json.gz
|
606 |
-
- config_name: fr
|
607 |
-
data_files:
|
608 |
-
- split: train
|
609 |
-
path: multilingual/c4-fr.*.json.gz
|
610 |
-
- split: validation
|
611 |
-
path: multilingual/c4-fr-validation.*.json.gz
|
612 |
-
- config_name: fy
|
613 |
-
data_files:
|
614 |
-
- split: train
|
615 |
-
path: multilingual/c4-fy.*.json.gz
|
616 |
-
- split: validation
|
617 |
-
path: multilingual/c4-fy-validation.*.json.gz
|
618 |
-
- config_name: ga
|
619 |
-
data_files:
|
620 |
-
- split: train
|
621 |
-
path: multilingual/c4-ga.*.json.gz
|
622 |
-
- split: validation
|
623 |
-
path: multilingual/c4-ga-validation.*.json.gz
|
624 |
-
- config_name: gd
|
625 |
-
data_files:
|
626 |
-
- split: train
|
627 |
-
path: multilingual/c4-gd.*.json.gz
|
628 |
-
- split: validation
|
629 |
-
path: multilingual/c4-gd-validation.*.json.gz
|
630 |
-
- config_name: gl
|
631 |
-
data_files:
|
632 |
-
- split: train
|
633 |
-
path: multilingual/c4-gl.*.json.gz
|
634 |
-
- split: validation
|
635 |
-
path: multilingual/c4-gl-validation.*.json.gz
|
636 |
-
- config_name: gu
|
637 |
-
data_files:
|
638 |
-
- split: train
|
639 |
-
path: multilingual/c4-gu.*.json.gz
|
640 |
-
- split: validation
|
641 |
-
path: multilingual/c4-gu-validation.*.json.gz
|
642 |
-
- config_name: ha
|
643 |
-
data_files:
|
644 |
-
- split: train
|
645 |
-
path: multilingual/c4-ha.*.json.gz
|
646 |
-
- split: validation
|
647 |
-
path: multilingual/c4-ha-validation.*.json.gz
|
648 |
-
- config_name: haw
|
649 |
-
data_files:
|
650 |
-
- split: train
|
651 |
-
path: multilingual/c4-haw.*.json.gz
|
652 |
-
- split: validation
|
653 |
-
path: multilingual/c4-haw-validation.*.json.gz
|
654 |
-
- config_name: hi
|
655 |
-
data_files:
|
656 |
-
- split: train
|
657 |
-
path: multilingual/c4-hi.*.json.gz
|
658 |
-
- split: validation
|
659 |
-
path: multilingual/c4-hi-validation.*.json.gz
|
660 |
-
- config_name: hi-Latn
|
661 |
-
data_files:
|
662 |
-
- split: train
|
663 |
-
path: multilingual/c4-hi-Latn.*.json.gz
|
664 |
-
- split: validation
|
665 |
-
path: multilingual/c4-hi-Latn-validation.*.json.gz
|
666 |
-
- config_name: hmn
|
667 |
-
data_files:
|
668 |
-
- split: train
|
669 |
-
path: multilingual/c4-hmn.*.json.gz
|
670 |
-
- split: validation
|
671 |
-
path: multilingual/c4-hmn-validation.*.json.gz
|
672 |
-
- config_name: ht
|
673 |
-
data_files:
|
674 |
-
- split: train
|
675 |
-
path: multilingual/c4-ht.*.json.gz
|
676 |
-
- split: validation
|
677 |
-
path: multilingual/c4-ht-validation.*.json.gz
|
678 |
-
- config_name: hu
|
679 |
-
data_files:
|
680 |
-
- split: train
|
681 |
-
path: multilingual/c4-hu.*.json.gz
|
682 |
-
- split: validation
|
683 |
-
path: multilingual/c4-hu-validation.*.json.gz
|
684 |
-
- config_name: hy
|
685 |
-
data_files:
|
686 |
-
- split: train
|
687 |
-
path: multilingual/c4-hy.*.json.gz
|
688 |
-
- split: validation
|
689 |
-
path: multilingual/c4-hy-validation.*.json.gz
|
690 |
-
- config_name: id
|
691 |
-
data_files:
|
692 |
-
- split: train
|
693 |
-
path: multilingual/c4-id.*.json.gz
|
694 |
-
- split: validation
|
695 |
-
path: multilingual/c4-id-validation.*.json.gz
|
696 |
-
- config_name: ig
|
697 |
-
data_files:
|
698 |
-
- split: train
|
699 |
-
path: multilingual/c4-ig.*.json.gz
|
700 |
-
- split: validation
|
701 |
-
path: multilingual/c4-ig-validation.*.json.gz
|
702 |
-
- config_name: is
|
703 |
-
data_files:
|
704 |
-
- split: train
|
705 |
-
path: multilingual/c4-is.*.json.gz
|
706 |
-
- split: validation
|
707 |
-
path: multilingual/c4-is-validation.*.json.gz
|
708 |
-
- config_name: it
|
709 |
-
data_files:
|
710 |
-
- split: train
|
711 |
-
path: multilingual/c4-it.*.json.gz
|
712 |
-
- split: validation
|
713 |
-
path: multilingual/c4-it-validation.*.json.gz
|
714 |
-
- config_name: iw
|
715 |
-
data_files:
|
716 |
-
- split: train
|
717 |
-
path: multilingual/c4-iw.*.json.gz
|
718 |
-
- split: validation
|
719 |
-
path: multilingual/c4-iw-validation.*.json.gz
|
720 |
-
- config_name: ja
|
721 |
-
data_files:
|
722 |
-
- split: train
|
723 |
-
path: multilingual/c4-ja.*.json.gz
|
724 |
-
- split: validation
|
725 |
-
path: multilingual/c4-ja-validation.*.json.gz
|
726 |
-
- config_name: ja-Latn
|
727 |
-
data_files:
|
728 |
-
- split: train
|
729 |
-
path: multilingual/c4-ja-Latn.*.json.gz
|
730 |
-
- split: validation
|
731 |
-
path: multilingual/c4-ja-Latn-validation.*.json.gz
|
732 |
-
- config_name: jv
|
733 |
-
data_files:
|
734 |
-
- split: train
|
735 |
-
path: multilingual/c4-jv.*.json.gz
|
736 |
-
- split: validation
|
737 |
-
path: multilingual/c4-jv-validation.*.json.gz
|
738 |
-
- config_name: ka
|
739 |
-
data_files:
|
740 |
-
- split: train
|
741 |
-
path: multilingual/c4-ka.*.json.gz
|
742 |
-
- split: validation
|
743 |
-
path: multilingual/c4-ka-validation.*.json.gz
|
744 |
-
- config_name: kk
|
745 |
-
data_files:
|
746 |
-
- split: train
|
747 |
-
path: multilingual/c4-kk.*.json.gz
|
748 |
-
- split: validation
|
749 |
-
path: multilingual/c4-kk-validation.*.json.gz
|
750 |
-
- config_name: km
|
751 |
-
data_files:
|
752 |
-
- split: train
|
753 |
-
path: multilingual/c4-km.*.json.gz
|
754 |
-
- split: validation
|
755 |
-
path: multilingual/c4-km-validation.*.json.gz
|
756 |
-
- config_name: kn
|
757 |
-
data_files:
|
758 |
-
- split: train
|
759 |
-
path: multilingual/c4-kn.*.json.gz
|
760 |
-
- split: validation
|
761 |
-
path: multilingual/c4-kn-validation.*.json.gz
|
762 |
-
- config_name: ko
|
763 |
-
data_files:
|
764 |
-
- split: train
|
765 |
-
path: multilingual/c4-ko.*.json.gz
|
766 |
-
- split: validation
|
767 |
-
path: multilingual/c4-ko-validation.*.json.gz
|
768 |
-
- config_name: ku
|
769 |
-
data_files:
|
770 |
-
- split: train
|
771 |
-
path: multilingual/c4-ku.*.json.gz
|
772 |
-
- split: validation
|
773 |
-
path: multilingual/c4-ku-validation.*.json.gz
|
774 |
-
- config_name: ky
|
775 |
-
data_files:
|
776 |
-
- split: train
|
777 |
-
path: multilingual/c4-ky.*.json.gz
|
778 |
-
- split: validation
|
779 |
-
path: multilingual/c4-ky-validation.*.json.gz
|
780 |
-
- config_name: la
|
781 |
-
data_files:
|
782 |
-
- split: train
|
783 |
-
path: multilingual/c4-la.*.json.gz
|
784 |
-
- split: validation
|
785 |
-
path: multilingual/c4-la-validation.*.json.gz
|
786 |
-
- config_name: lb
|
787 |
-
data_files:
|
788 |
-
- split: train
|
789 |
-
path: multilingual/c4-lb.*.json.gz
|
790 |
-
- split: validation
|
791 |
-
path: multilingual/c4-lb-validation.*.json.gz
|
792 |
-
- config_name: lo
|
793 |
-
data_files:
|
794 |
-
- split: train
|
795 |
-
path: multilingual/c4-lo.*.json.gz
|
796 |
-
- split: validation
|
797 |
-
path: multilingual/c4-lo-validation.*.json.gz
|
798 |
-
- config_name: lt
|
799 |
-
data_files:
|
800 |
-
- split: train
|
801 |
-
path: multilingual/c4-lt.*.json.gz
|
802 |
-
- split: validation
|
803 |
-
path: multilingual/c4-lt-validation.*.json.gz
|
804 |
-
- config_name: lv
|
805 |
-
data_files:
|
806 |
-
- split: train
|
807 |
-
path: multilingual/c4-lv.*.json.gz
|
808 |
-
- split: validation
|
809 |
-
path: multilingual/c4-lv-validation.*.json.gz
|
810 |
-
- config_name: mg
|
811 |
-
data_files:
|
812 |
-
- split: train
|
813 |
-
path: multilingual/c4-mg.*.json.gz
|
814 |
-
- split: validation
|
815 |
-
path: multilingual/c4-mg-validation.*.json.gz
|
816 |
-
- config_name: mi
|
817 |
-
data_files:
|
818 |
-
- split: train
|
819 |
-
path: multilingual/c4-mi.*.json.gz
|
820 |
-
- split: validation
|
821 |
-
path: multilingual/c4-mi-validation.*.json.gz
|
822 |
-
- config_name: mk
|
823 |
-
data_files:
|
824 |
-
- split: train
|
825 |
-
path: multilingual/c4-mk.*.json.gz
|
826 |
-
- split: validation
|
827 |
-
path: multilingual/c4-mk-validation.*.json.gz
|
828 |
-
- config_name: ml
|
829 |
-
data_files:
|
830 |
-
- split: train
|
831 |
-
path: multilingual/c4-ml.*.json.gz
|
832 |
-
- split: validation
|
833 |
-
path: multilingual/c4-ml-validation.*.json.gz
|
834 |
-
- config_name: mn
|
835 |
-
data_files:
|
836 |
-
- split: train
|
837 |
-
path: multilingual/c4-mn.*.json.gz
|
838 |
-
- split: validation
|
839 |
-
path: multilingual/c4-mn-validation.*.json.gz
|
840 |
-
- config_name: mr
|
841 |
-
data_files:
|
842 |
-
- split: train
|
843 |
-
path: multilingual/c4-mr.*.json.gz
|
844 |
-
- split: validation
|
845 |
-
path: multilingual/c4-mr-validation.*.json.gz
|
846 |
-
- config_name: ms
|
847 |
-
data_files:
|
848 |
-
- split: train
|
849 |
-
path: multilingual/c4-ms.*.json.gz
|
850 |
-
- split: validation
|
851 |
-
path: multilingual/c4-ms-validation.*.json.gz
|
852 |
-
- config_name: mt
|
853 |
-
data_files:
|
854 |
-
- split: train
|
855 |
-
path: multilingual/c4-mt.*.json.gz
|
856 |
-
- split: validation
|
857 |
-
path: multilingual/c4-mt-validation.*.json.gz
|
858 |
-
- config_name: my
|
859 |
-
data_files:
|
860 |
-
- split: train
|
861 |
-
path: multilingual/c4-my.*.json.gz
|
862 |
-
- split: validation
|
863 |
-
path: multilingual/c4-my-validation.*.json.gz
|
864 |
-
- config_name: ne
|
865 |
-
data_files:
|
866 |
-
- split: train
|
867 |
-
path: multilingual/c4-ne.*.json.gz
|
868 |
-
- split: validation
|
869 |
-
path: multilingual/c4-ne-validation.*.json.gz
|
870 |
-
- config_name: nl
|
871 |
-
data_files:
|
872 |
-
- split: train
|
873 |
-
path: multilingual/c4-nl.*.json.gz
|
874 |
-
- split: validation
|
875 |
-
path: multilingual/c4-nl-validation.*.json.gz
|
876 |
-
- config_name: 'no'
|
877 |
-
data_files:
|
878 |
-
- split: train
|
879 |
-
path: multilingual/c4-no.*.json.gz
|
880 |
-
- split: validation
|
881 |
-
path: multilingual/c4-no-validation.*.json.gz
|
882 |
-
- config_name: ny
|
883 |
-
data_files:
|
884 |
-
- split: train
|
885 |
-
path: multilingual/c4-ny.*.json.gz
|
886 |
-
- split: validation
|
887 |
-
path: multilingual/c4-ny-validation.*.json.gz
|
888 |
-
- config_name: pa
|
889 |
-
data_files:
|
890 |
-
- split: train
|
891 |
-
path: multilingual/c4-pa.*.json.gz
|
892 |
-
- split: validation
|
893 |
-
path: multilingual/c4-pa-validation.*.json.gz
|
894 |
-
- config_name: pl
|
895 |
-
data_files:
|
896 |
-
- split: train
|
897 |
-
path: multilingual/c4-pl.*.json.gz
|
898 |
-
- split: validation
|
899 |
-
path: multilingual/c4-pl-validation.*.json.gz
|
900 |
-
- config_name: ps
|
901 |
-
data_files:
|
902 |
-
- split: train
|
903 |
-
path: multilingual/c4-ps.*.json.gz
|
904 |
-
- split: validation
|
905 |
-
path: multilingual/c4-ps-validation.*.json.gz
|
906 |
-
- config_name: pt
|
907 |
-
data_files:
|
908 |
-
- split: train
|
909 |
-
path: multilingual/c4-pt.*.json.gz
|
910 |
-
- split: validation
|
911 |
-
path: multilingual/c4-pt-validation.*.json.gz
|
912 |
-
- config_name: ro
|
913 |
-
data_files:
|
914 |
-
- split: train
|
915 |
-
path: multilingual/c4-ro.*.json.gz
|
916 |
-
- split: validation
|
917 |
-
path: multilingual/c4-ro-validation.*.json.gz
|
918 |
-
- config_name: ru
|
919 |
-
data_files:
|
920 |
-
- split: train
|
921 |
-
path: multilingual/c4-ru.*.json.gz
|
922 |
-
- split: validation
|
923 |
-
path: multilingual/c4-ru-validation.*.json.gz
|
924 |
-
- config_name: ru-Latn
|
925 |
-
data_files:
|
926 |
-
- split: train
|
927 |
-
path: multilingual/c4-ru-Latn.*.json.gz
|
928 |
-
- split: validation
|
929 |
-
path: multilingual/c4-ru-Latn-validation.*.json.gz
|
930 |
-
- config_name: sd
|
931 |
-
data_files:
|
932 |
-
- split: train
|
933 |
-
path: multilingual/c4-sd.*.json.gz
|
934 |
-
- split: validation
|
935 |
-
path: multilingual/c4-sd-validation.*.json.gz
|
936 |
-
- config_name: si
|
937 |
-
data_files:
|
938 |
-
- split: train
|
939 |
-
path: multilingual/c4-si.*.json.gz
|
940 |
-
- split: validation
|
941 |
-
path: multilingual/c4-si-validation.*.json.gz
|
942 |
-
- config_name: sk
|
943 |
-
data_files:
|
944 |
-
- split: train
|
945 |
-
path: multilingual/c4-sk.*.json.gz
|
946 |
-
- split: validation
|
947 |
-
path: multilingual/c4-sk-validation.*.json.gz
|
948 |
-
- config_name: sl
|
949 |
-
data_files:
|
950 |
-
- split: train
|
951 |
-
path: multilingual/c4-sl.*.json.gz
|
952 |
-
- split: validation
|
953 |
-
path: multilingual/c4-sl-validation.*.json.gz
|
954 |
-
- config_name: sm
|
955 |
-
data_files:
|
956 |
-
- split: train
|
957 |
-
path: multilingual/c4-sm.*.json.gz
|
958 |
-
- split: validation
|
959 |
-
path: multilingual/c4-sm-validation.*.json.gz
|
960 |
-
- config_name: sn
|
961 |
-
data_files:
|
962 |
-
- split: train
|
963 |
-
path: multilingual/c4-sn.*.json.gz
|
964 |
-
- split: validation
|
965 |
-
path: multilingual/c4-sn-validation.*.json.gz
|
966 |
-
- config_name: so
|
967 |
-
data_files:
|
968 |
-
- split: train
|
969 |
-
path: multilingual/c4-so.*.json.gz
|
970 |
-
- split: validation
|
971 |
-
path: multilingual/c4-so-validation.*.json.gz
|
972 |
-
- config_name: sq
|
973 |
-
data_files:
|
974 |
-
- split: train
|
975 |
-
path: multilingual/c4-sq.*.json.gz
|
976 |
-
- split: validation
|
977 |
-
path: multilingual/c4-sq-validation.*.json.gz
|
978 |
-
- config_name: sr
|
979 |
-
data_files:
|
980 |
-
- split: train
|
981 |
-
path: multilingual/c4-sr.*.json.gz
|
982 |
-
- split: validation
|
983 |
-
path: multilingual/c4-sr-validation.*.json.gz
|
984 |
-
- config_name: st
|
985 |
-
data_files:
|
986 |
-
- split: train
|
987 |
-
path: multilingual/c4-st.*.json.gz
|
988 |
-
- split: validation
|
989 |
-
path: multilingual/c4-st-validation.*.json.gz
|
990 |
-
- config_name: su
|
991 |
-
data_files:
|
992 |
-
- split: train
|
993 |
-
path: multilingual/c4-su.*.json.gz
|
994 |
-
- split: validation
|
995 |
-
path: multilingual/c4-su-validation.*.json.gz
|
996 |
-
- config_name: sv
|
997 |
-
data_files:
|
998 |
-
- split: train
|
999 |
-
path: multilingual/c4-sv.*.json.gz
|
1000 |
-
- split: validation
|
1001 |
-
path: multilingual/c4-sv-validation.*.json.gz
|
1002 |
-
- config_name: sw
|
1003 |
-
data_files:
|
1004 |
-
- split: train
|
1005 |
-
path: multilingual/c4-sw.*.json.gz
|
1006 |
-
- split: validation
|
1007 |
-
path: multilingual/c4-sw-validation.*.json.gz
|
1008 |
-
- config_name: ta
|
1009 |
-
data_files:
|
1010 |
-
- split: train
|
1011 |
-
path: multilingual/c4-ta.*.json.gz
|
1012 |
-
- split: validation
|
1013 |
-
path: multilingual/c4-ta-validation.*.json.gz
|
1014 |
-
- config_name: te
|
1015 |
-
data_files:
|
1016 |
-
- split: train
|
1017 |
-
path: multilingual/c4-te.*.json.gz
|
1018 |
-
- split: validation
|
1019 |
-
path: multilingual/c4-te-validation.*.json.gz
|
1020 |
-
- config_name: tg
|
1021 |
-
data_files:
|
1022 |
-
- split: train
|
1023 |
-
path: multilingual/c4-tg.*.json.gz
|
1024 |
-
- split: validation
|
1025 |
-
path: multilingual/c4-tg-validation.*.json.gz
|
1026 |
-
- config_name: th
|
1027 |
-
data_files:
|
1028 |
-
- split: train
|
1029 |
-
path: multilingual/c4-th.*.json.gz
|
1030 |
-
- split: validation
|
1031 |
-
path: multilingual/c4-th-validation.*.json.gz
|
1032 |
-
- config_name: tr
|
1033 |
-
data_files:
|
1034 |
-
- split: train
|
1035 |
-
path: multilingual/c4-tr.*.json.gz
|
1036 |
-
- split: validation
|
1037 |
-
path: multilingual/c4-tr-validation.*.json.gz
|
1038 |
-
- config_name: uk
|
1039 |
-
data_files:
|
1040 |
-
- split: train
|
1041 |
-
path: multilingual/c4-uk.*.json.gz
|
1042 |
-
- split: validation
|
1043 |
-
path: multilingual/c4-uk-validation.*.json.gz
|
1044 |
-
- config_name: und
|
1045 |
-
data_files:
|
1046 |
-
- split: train
|
1047 |
-
path: multilingual/c4-und.*.json.gz
|
1048 |
-
- split: validation
|
1049 |
-
path: multilingual/c4-und-validation.*.json.gz
|
1050 |
-
- config_name: ur
|
1051 |
-
data_files:
|
1052 |
-
- split: train
|
1053 |
-
path: multilingual/c4-ur.*.json.gz
|
1054 |
-
- split: validation
|
1055 |
-
path: multilingual/c4-ur-validation.*.json.gz
|
1056 |
-
- config_name: uz
|
1057 |
-
data_files:
|
1058 |
-
- split: train
|
1059 |
-
path: multilingual/c4-uz.*.json.gz
|
1060 |
-
- split: validation
|
1061 |
-
path: multilingual/c4-uz-validation.*.json.gz
|
1062 |
-
- config_name: vi
|
1063 |
-
data_files:
|
1064 |
-
- split: train
|
1065 |
-
path: multilingual/c4-vi.*.json.gz
|
1066 |
-
- split: validation
|
1067 |
-
path: multilingual/c4-vi-validation.*.json.gz
|
1068 |
-
- config_name: xh
|
1069 |
-
data_files:
|
1070 |
-
- split: train
|
1071 |
-
path: multilingual/c4-xh.*.json.gz
|
1072 |
-
- split: validation
|
1073 |
-
path: multilingual/c4-xh-validation.*.json.gz
|
1074 |
-
- config_name: yi
|
1075 |
-
data_files:
|
1076 |
-
- split: train
|
1077 |
-
path: multilingual/c4-yi.*.json.gz
|
1078 |
-
- split: validation
|
1079 |
-
path: multilingual/c4-yi-validation.*.json.gz
|
1080 |
-
- config_name: yo
|
1081 |
-
data_files:
|
1082 |
-
- split: train
|
1083 |
-
path: multilingual/c4-yo.*.json.gz
|
1084 |
-
- split: validation
|
1085 |
-
path: multilingual/c4-yo-validation.*.json.gz
|
1086 |
-
- config_name: zh
|
1087 |
-
data_files:
|
1088 |
-
- split: train
|
1089 |
-
path: multilingual/c4-zh.*.json.gz
|
1090 |
-
- split: validation
|
1091 |
-
path: multilingual/c4-zh-validation.*.json.gz
|
1092 |
-
- config_name: zh-Latn
|
1093 |
-
data_files:
|
1094 |
-
- split: train
|
1095 |
-
path: multilingual/c4-zh-Latn.*.json.gz
|
1096 |
-
- split: validation
|
1097 |
-
path: multilingual/c4-zh-Latn-validation.*.json.gz
|
1098 |
-
- config_name: zu
|
1099 |
-
data_files:
|
1100 |
-
- split: train
|
1101 |
-
path: multilingual/c4-zu.*.json.gz
|
1102 |
-
- split: validation
|
1103 |
-
path: multilingual/c4-zu-validation.*.json.gz
|
1104 |
-
---
|
1105 |
-
|
1106 |
-
# C4
|
1107 |
-
|
1108 |
-
## Dataset Description
|
1109 |
-
|
1110 |
-
- **Paper:** https://arxiv.org/abs/1910.10683
|
1111 |
-
|
1112 |
-
### Dataset Summary
|
1113 |
-
|
1114 |
-
A colossal, cleaned version of Common Crawl's web crawl corpus. Based on Common Crawl dataset: "https://commoncrawl.org".
|
1115 |
-
|
1116 |
-
This is the processed version of [Google's C4 dataset](https://www.tensorflow.org/datasets/catalog/c4)
|
1117 |
-
|
1118 |
-
We prepared five variants of the data: `en`, `en.noclean`, `en.noblocklist`, `realnewslike`, and `multilingual` (mC4).
|
1119 |
-
|
1120 |
-
For reference, these are the sizes of the variants:
|
1121 |
-
|
1122 |
-
- `en`: 305GB
|
1123 |
-
- `en.noclean`: 2.3TB
|
1124 |
-
- `en.noblocklist`: 380GB
|
1125 |
-
- `realnewslike`: 15GB
|
1126 |
-
- `multilingual` (mC4): 9.7TB (108 subsets, one per language)
|
1127 |
-
|
1128 |
-
The `en.noblocklist` variant is exactly the same as the `en` variant, except we turned off the so-called "badwords filter", which removes all documents that contain words from the lists at https://github.com/LDNOOBW/List-of-Dirty-Naughty-Obscene-and-Otherwise-Bad-Words.
|
1129 |
-
|
1130 |
-
#### How do I download this?
|
1131 |
-
|
1132 |
-
##### Using 🤗 Datasets
|
1133 |
-
|
1134 |
-
```python
|
1135 |
-
from datasets import load_dataset
|
1136 |
-
|
1137 |
-
# English only
|
1138 |
-
en = load_dataset("allenai/c4", "en")
|
1139 |
-
|
1140 |
-
# Other variants in english
|
1141 |
-
en_noclean = load_dataset("allenai/c4", "en.noclean")
|
1142 |
-
en_noblocklist = load_dataset("allenai/c4", "en.noblocklist")
|
1143 |
-
realnewslike = load_dataset("allenai/c4", "realnewslike")
|
1144 |
-
|
1145 |
-
# Multilingual (108 languages)
|
1146 |
-
multilingual = load_dataset("allenai/c4", "multilingual")
|
1147 |
-
|
1148 |
-
# One specific language
|
1149 |
-
es = load_dataset("allenai/c4", "es")
|
1150 |
-
```
|
1151 |
-
|
1152 |
-
Since this dataset is big, it is encouraged to load it in streaming mode using `streaming=True`, for example:
|
1153 |
-
|
1154 |
-
```python
|
1155 |
-
en = load_dataset("allenai/c4", "en", streaming=True)
|
1156 |
-
```
|
1157 |
-
|
1158 |
-
You can also load and mix multiple languages:
|
1159 |
-
|
1160 |
-
```python
|
1161 |
-
from datasets import concatenate_datasets, interleave_datasets, load_dataset
|
1162 |
-
|
1163 |
-
es = load_dataset("allenai/c4", "es", streaming=True)
|
1164 |
-
fr = load_dataset("allenai/c4", "fr", streaming=True)
|
1165 |
-
|
1166 |
-
# Concatenate both datasets
|
1167 |
-
concatenated = concatenate_datasets([es, fr])
|
1168 |
-
# Or interleave them (alternates between one and the other)
|
1169 |
-
interleaved = interleave_datasets([es, fr])
|
1170 |
-
```
|
1171 |
-
|
1172 |
-
##### Using Dask
|
1173 |
-
|
1174 |
-
```python
|
1175 |
-
import dask.dataframe as dd
|
1176 |
-
|
1177 |
-
df = dd.read_json("hf://datasets/allenai/c4/en/c4-train.*.json.gz")
|
1178 |
-
|
1179 |
-
# English only
|
1180 |
-
en_df = dd.read_json("hf://datasets/allenai/c4/en/c4-*.json.gz")
|
1181 |
-
|
1182 |
-
# Other variants in english
|
1183 |
-
en_noclean_df = dd.read_json("hf://datasets/allenai/c4/en/noclean/c4-*.json.gz")
|
1184 |
-
en_noblocklist_df = dd.read_json("hf://datasets/allenai/c4/en.noblocklist/c4-*.json.gz")
|
1185 |
-
realnewslike_df = dd.read_json("hf://datasets/allenai/c4/realnewslike/c4-*.json.gz")
|
1186 |
-
|
1187 |
-
# Multilingual (108 languages)
|
1188 |
-
multilingual_df = dd.read_json("hf://datasets/allenai/c4/multilingual/c4-*.json.gz")
|
1189 |
-
|
1190 |
-
# One specific language
|
1191 |
-
es_train_df = dd.read_json("hf://datasets/allenai/c4/multilingual/c4-es.*.json.gz")
|
1192 |
-
es_valid_df = dd.read_json("hf://datasets/allenai/c4/multilingual/c4-es-validation.*.json.gz")
|
1193 |
-
```
|
1194 |
-
|
1195 |
-
##### Using Git
|
1196 |
-
|
1197 |
-
```bash
|
1198 |
-
git clone https://huggingface.co/datasets/allenai/c4
|
1199 |
-
```
|
1200 |
-
|
1201 |
-
This will download 13TB to your local drive. If you want to be more precise with what you are downloading, follow these commands instead:
|
1202 |
-
|
1203 |
-
```bash
|
1204 |
-
GIT_LFS_SKIP_SMUDGE=1 git clone https://huggingface.co/datasets/allenai/c4
|
1205 |
-
cd c4
|
1206 |
-
git lfs pull --include "en/*"
|
1207 |
-
```
|
1208 |
-
|
1209 |
-
The `git clone` command in this variant will download a bunch of stub files that Git LFS uses, so you can see all the filenames that exist that way. You can then convert the stubs into their real files with `git lfs pull --include "..."`. For example, if you wanted all the Dutch documents from the multilingual set, you would run
|
1210 |
-
|
1211 |
-
```bash
|
1212 |
-
git lfs pull --include "multilingual/c4-nl.*.json.gz"
|
1213 |
-
```
|
1214 |
-
|
1215 |
-
### Supported Tasks and Leaderboards
|
1216 |
-
|
1217 |
-
C4 and mC4 are mainly intended to pretrain language models and word representations.
|
1218 |
-
|
1219 |
-
### Languages
|
1220 |
-
|
1221 |
-
The `en`, `en.noclean`, `en.noblocklist` and `realnewslike` variants are in English.
|
1222 |
-
|
1223 |
-
The other 108 languages are available and are reported in the table below.
|
1224 |
-
|
1225 |
-
Note that the languages that end with "-Latn" are simply romanized variants, i.e. written using the Latin script.
|
1226 |
-
|
1227 |
-
|
1228 |
-
| language code | language name |
|
1229 |
-
|:----------------|:---------------------|
|
1230 |
-
| af | Afrikaans |
|
1231 |
-
| am | Amharic |
|
1232 |
-
| ar | Arabic |
|
1233 |
-
| az | Azerbaijani |
|
1234 |
-
| be | Belarusian |
|
1235 |
-
| bg | Bulgarian |
|
1236 |
-
| bg-Latn | Bulgarian (Latin) |
|
1237 |
-
| bn | Bangla |
|
1238 |
-
| ca | Catalan |
|
1239 |
-
| ceb | Cebuano |
|
1240 |
-
| co | Corsican |
|
1241 |
-
| cs | Czech |
|
1242 |
-
| cy | Welsh |
|
1243 |
-
| da | Danish |
|
1244 |
-
| de | German |
|
1245 |
-
| el | Greek |
|
1246 |
-
| el-Latn | Greek (Latin) |
|
1247 |
-
| en | English |
|
1248 |
-
| eo | Esperanto |
|
1249 |
-
| es | Spanish |
|
1250 |
-
| et | Estonian |
|
1251 |
-
| eu | Basque |
|
1252 |
-
| fa | Persian |
|
1253 |
-
| fi | Finnish |
|
1254 |
-
| fil | Filipino |
|
1255 |
-
| fr | French |
|
1256 |
-
| fy | Western Frisian |
|
1257 |
-
| ga | Irish |
|
1258 |
-
| gd | Scottish Gaelic |
|
1259 |
-
| gl | Galician |
|
1260 |
-
| gu | Gujarati |
|
1261 |
-
| ha | Hausa |
|
1262 |
-
| haw | Hawaiian |
|
1263 |
-
| hi | Hindi |
|
1264 |
-
| hi-Latn | Hindi (Latin script) |
|
1265 |
-
| hmn | Hmong, Mong |
|
1266 |
-
| ht | Haitian |
|
1267 |
-
| hu | Hungarian |
|
1268 |
-
| hy | Armenian |
|
1269 |
-
| id | Indonesian |
|
1270 |
-
| ig | Igbo |
|
1271 |
-
| is | Icelandic |
|
1272 |
-
| it | Italian |
|
1273 |
-
| iw | former Hebrew |
|
1274 |
-
| ja | Japanese |
|
1275 |
-
| ja-Latn | Japanese (Latin) |
|
1276 |
-
| jv | Javanese |
|
1277 |
-
| ka | Georgian |
|
1278 |
-
| kk | Kazakh |
|
1279 |
-
| km | Khmer |
|
1280 |
-
| kn | Kannada |
|
1281 |
-
| ko | Korean |
|
1282 |
-
| ku | Kurdish |
|
1283 |
-
| ky | Kyrgyz |
|
1284 |
-
| la | Latin |
|
1285 |
-
| lb | Luxembourgish |
|
1286 |
-
| lo | Lao |
|
1287 |
-
| lt | Lithuanian |
|
1288 |
-
| lv | Latvian |
|
1289 |
-
| mg | Malagasy |
|
1290 |
-
| mi | Maori |
|
1291 |
-
| mk | Macedonian |
|
1292 |
-
| ml | Malayalam |
|
1293 |
-
| mn | Mongolian |
|
1294 |
-
| mr | Marathi |
|
1295 |
-
| ms | Malay |
|
1296 |
-
| mt | Maltese |
|
1297 |
-
| my | Burmese |
|
1298 |
-
| ne | Nepali |
|
1299 |
-
| nl | Dutch |
|
1300 |
-
| no | Norwegian |
|
1301 |
-
| ny | Nyanja |
|
1302 |
-
| pa | Punjabi |
|
1303 |
-
| pl | Polish |
|
1304 |
-
| ps | Pashto |
|
1305 |
-
| pt | Portuguese |
|
1306 |
-
| ro | Romanian |
|
1307 |
-
| ru | Russian |
|
1308 |
-
| ru-Latn | Russian (Latin) |
|
1309 |
-
| sd | Sindhi |
|
1310 |
-
| si | Sinhala |
|
1311 |
-
| sk | Slovak |
|
1312 |
-
| sl | Slovenian |
|
1313 |
-
| sm | Samoan |
|
1314 |
-
| sn | Shona |
|
1315 |
-
| so | Somali |
|
1316 |
-
| sq | Albanian |
|
1317 |
-
| sr | Serbian |
|
1318 |
-
| st | Southern Sotho |
|
1319 |
-
| su | Sundanese |
|
1320 |
-
| sv | Swedish |
|
1321 |
-
| sw | Swahili |
|
1322 |
-
| ta | Tamil |
|
1323 |
-
| te | Telugu |
|
1324 |
-
| tg | Tajik |
|
1325 |
-
| th | Thai |
|
1326 |
-
| tr | Turkish |
|
1327 |
-
| uk | Ukrainian |
|
1328 |
-
| und | Unknown language |
|
1329 |
-
| ur | Urdu |
|
1330 |
-
| uz | Uzbek |
|
1331 |
-
| vi | Vietnamese |
|
1332 |
-
| xh | Xhosa |
|
1333 |
-
| yi | Yiddish |
|
1334 |
-
| yo | Yoruba |
|
1335 |
-
| zh | Chinese |
|
1336 |
-
| zh-Latn | Chinese (Latin) |
|
1337 |
-
| zu | Zulu |
|
1338 |
-
|
1339 |
-
## Dataset Structure
|
1340 |
-
|
1341 |
-
### Data Instances
|
1342 |
-
|
1343 |
-
An example form the `en` config is:
|
1344 |
-
|
1345 |
-
```
|
1346 |
-
{
|
1347 |
-
'url': 'https://klyq.com/beginners-bbq-class-taking-place-in-missoula/',
|
1348 |
-
'text': 'Beginners BBQ Class Taking Place in Missoula!\nDo you want to get better at making delicious BBQ? You will have the opportunity, put this on your calendar now. Thursday, September 22nd join World Class BBQ Champion, Tony Balay from Lonestar Smoke Rangers. He will be teaching a beginner level class for everyone who wants to get better with their culinary skills.\nHe will teach you everything you need to know to compete in a KCBS BBQ competition, including techniques, recipes, timelines, meat selection and trimming, plus smoker and fire information.\nThe cost to be in the class is $35 per person, and for spectators it is free. Included in the cost will be either a t-shirt or apron and you will be tasting samples of each meat that is prepared.',
|
1349 |
-
'timestamp': '2019-04-25T12:57:54Z'
|
1350 |
-
}
|
1351 |
-
```
|
1352 |
-
|
1353 |
-
### Data Fields
|
1354 |
-
|
1355 |
-
The data have several fields:
|
1356 |
-
|
1357 |
-
- `url`: url of the source as a string
|
1358 |
-
- `text`: text content as a string
|
1359 |
-
- `timestamp`: timestamp as a string
|
1360 |
-
|
1361 |
-
### Data Splits
|
1362 |
-
|
1363 |
-
Sizes for the variants in english:
|
1364 |
-
|
1365 |
-
| name | train |validation|
|
1366 |
-
|----------------|--------:|---------:|
|
1367 |
-
| en |364868892| 364608|
|
1368 |
-
| en.noblocklist |393391519| 393226|
|
1369 |
-
| en.noclean | ?| ?|
|
1370 |
-
| realnewslike | 13799838| 13863|
|
1371 |
-
|
1372 |
-
A train and validation split are also provided for the other languages, but lengths are still to be added.
|
1373 |
-
|
1374 |
-
### Source Data
|
1375 |
-
|
1376 |
-
#### Initial Data Collection and Normalization
|
1377 |
-
|
1378 |
-
The C4 and mC4 datasets are collections text sourced from the public Common Crawl web scrape. It includes heuristics to extract only natural language (as opposed to boilerplate and other gibberish) in addition to extensive deduplication. You can find the code that has been used to build this dataset in [c4.py](https://github.com/tensorflow/datasets/blob/5952d3d60d60e1727786fa7a9a23d24bb463d4d6/tensorflow_datasets/text/c4.py) by Tensorflow Datasets.
|
1379 |
-
|
1380 |
-
C4 dataset was explicitly designed to be English only: any page that was not given a probability of at least 99% of being English by [langdetect](https://github.com/Mimino666/langdetect) was discarded.
|
1381 |
-
|
1382 |
-
To build mC4, the authors used [CLD3](https://github.com/google/cld3) to identify over 100 languages.
|
1383 |
-
|
1384 |
-
### Licensing Information
|
1385 |
-
|
1386 |
-
We are releasing this dataset under the terms of [ODC-BY](https://opendatacommons.org/licenses/by/1-0/). By using this, you are also bound by the [Common Crawl terms of use](https://commoncrawl.org/terms-of-use/) in respect of the content contained in the dataset.
|
1387 |
-
|
1388 |
-
### Acknowledgements
|
1389 |
-
|
1390 |
-
Big ups to the good folks at [Common Crawl](https://commoncrawl.org) whose data made this possible ([consider donating](http://commoncrawl.org/donate/)!), to Google for creating the code that curates and filters the data, and to Huggingface, who had no issue with hosting these 3TB of data for public download!
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