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Datasets:
HuggingFaceFW
/
fineweb

Tasks:
Text Generation
Modalities:
Tabular
Text
Languages:
English
Size:
10B - 100B
ArXiv:
DOI:
License:
Dataset card Data Studio Files
xet
Community
65

Readme

#68
by Sashabani - opened
base: refs/heads/main
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  1. README.md +459 -463
README.md CHANGED
@@ -1,469 +1,465 @@
1
  ---
2
  license: odc-by
3
- task_categories:
4
- - text-generation
5
- language:
6
- - en
7
- pretty_name: FineWeb
8
  size_categories:
9
- - n>1T
10
  configs:
11
- - config_name: default
12
- data_files:
13
- - split: train
14
- path: data/*/*
15
- - config_name: sample-10BT
16
- data_files:
17
- - split: train
18
- path: sample/10BT/*
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- - config_name: sample-100BT
20
- data_files:
21
- - split: train
22
- path: sample/100BT/*
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- - config_name: sample-350BT
24
- data_files:
25
- - split: train
26
- path: sample/350BT/*
27
- - config_name: CC-MAIN-2025-05
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- data_files:
29
- - split: train
30
- path: data/CC-MAIN-2025-05/*
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- - config_name: CC-MAIN-2025-08
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- data_files:
33
- - split: train
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- path: data/CC-MAIN-2025-08/*
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- - config_name: CC-MAIN-2025-13
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- data_files:
37
- - split: train
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- path: data/CC-MAIN-2025-13/*
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- - config_name: CC-MAIN-2025-18
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2025-18/*
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- - config_name: CC-MAIN-2025-21
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- data_files:
45
- - split: train
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- path: data/CC-MAIN-2025-21/*
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- - config_name: CC-MAIN-2025-26
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2025-26/*
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- - config_name: CC-MAIN-2024-51
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2024-51/*
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- - config_name: CC-MAIN-2024-46
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2024-46/*
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- - config_name: CC-MAIN-2024-42
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2024-42/*
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- - config_name: CC-MAIN-2024-38
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2024-38/*
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- - config_name: CC-MAIN-2024-33
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2024-33/*
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- - config_name: CC-MAIN-2024-30
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2024-30/*
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- - config_name: CC-MAIN-2024-26
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2024-26/*
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- - config_name: CC-MAIN-2024-22
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2024-22/*
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- - config_name: CC-MAIN-2024-18
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2024-18/*
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- - config_name: CC-MAIN-2024-10
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2024-10/*
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- - config_name: CC-MAIN-2023-50
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2023-50/*
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- - config_name: CC-MAIN-2023-40
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2023-40/*
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- - config_name: CC-MAIN-2023-23
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2023-23/*
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- - config_name: CC-MAIN-2023-14
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2023-14/*
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- - config_name: CC-MAIN-2023-06
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2023-06/*
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- - config_name: CC-MAIN-2022-49
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2022-49/*
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- - config_name: CC-MAIN-2022-40
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2022-40/*
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- - config_name: CC-MAIN-2022-33
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2022-33/*
123
- - config_name: CC-MAIN-2022-27
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2022-27/*
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- - config_name: CC-MAIN-2022-21
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2022-21/*
131
- - config_name: CC-MAIN-2022-05
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2022-05/*
135
- - config_name: CC-MAIN-2021-49
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- data_files:
137
- - split: train
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- path: data/CC-MAIN-2021-49/*
139
- - config_name: CC-MAIN-2021-43
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2021-43/*
143
- - config_name: CC-MAIN-2021-39
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- data_files:
145
- - split: train
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- path: data/CC-MAIN-2021-39/*
147
- - config_name: CC-MAIN-2021-31
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- data_files:
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- - split: train
150
- path: data/CC-MAIN-2021-31/*
151
- - config_name: CC-MAIN-2021-25
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2021-25/*
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- - config_name: CC-MAIN-2021-21
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2021-21/*
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- - config_name: CC-MAIN-2021-17
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2021-17/*
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- - config_name: CC-MAIN-2021-10
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2021-10/*
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- - config_name: CC-MAIN-2021-04
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2021-04/*
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- - config_name: CC-MAIN-2020-50
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2020-50/*
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- - config_name: CC-MAIN-2020-45
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2020-45/*
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- - config_name: CC-MAIN-2020-40
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2020-40/*
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- - config_name: CC-MAIN-2020-34
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2020-34/*
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- - config_name: CC-MAIN-2020-29
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2020-29/*
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- - config_name: CC-MAIN-2020-24
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2020-24/*
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- - config_name: CC-MAIN-2020-16
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2020-16/*
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- - config_name: CC-MAIN-2020-10
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2020-10/*
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- - config_name: CC-MAIN-2020-05
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2020-05/*
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- - config_name: CC-MAIN-2019-51
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- data_files:
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- - split: train
210
- path: data/CC-MAIN-2019-51/*
211
- - config_name: CC-MAIN-2019-47
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2019-47/*
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- - config_name: CC-MAIN-2019-43
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2019-43/*
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- - config_name: CC-MAIN-2019-39
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2019-39/*
223
- - config_name: CC-MAIN-2019-35
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2019-35/*
227
- - config_name: CC-MAIN-2019-30
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2019-30/*
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- - config_name: CC-MAIN-2019-26
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2019-26/*
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- - config_name: CC-MAIN-2019-22
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2019-22/*
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- - config_name: CC-MAIN-2019-18
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2019-18/*
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- - config_name: CC-MAIN-2019-13
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2019-13/*
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- - config_name: CC-MAIN-2019-09
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2019-09/*
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- - config_name: CC-MAIN-2019-04
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2019-04/*
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- - config_name: CC-MAIN-2018-51
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2018-51/*
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- - config_name: CC-MAIN-2018-47
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- data_files:
261
- - split: train
262
- path: data/CC-MAIN-2018-47/*
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- - config_name: CC-MAIN-2018-43
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- data_files:
265
- - split: train
266
- path: data/CC-MAIN-2018-43/*
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- - config_name: CC-MAIN-2018-39
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2018-39/*
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- - config_name: CC-MAIN-2018-34
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2018-34/*
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- - config_name: CC-MAIN-2018-30
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- data_files:
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- - split: train
278
- path: data/CC-MAIN-2018-30/*
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- - config_name: CC-MAIN-2018-26
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- data_files:
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- - split: train
282
- path: data/CC-MAIN-2018-26/*
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- - config_name: CC-MAIN-2018-22
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2018-22/*
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- - config_name: CC-MAIN-2018-17
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- data_files:
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- - split: train
290
- path: data/CC-MAIN-2018-17/*
291
- - config_name: CC-MAIN-2018-13
292
- data_files:
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- - split: train
294
- path: data/CC-MAIN-2018-13/*
295
- - config_name: CC-MAIN-2018-09
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2018-09/*
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- - config_name: CC-MAIN-2018-05
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- data_files:
301
- - split: train
302
- path: data/CC-MAIN-2018-05/*
303
- - config_name: CC-MAIN-2017-51
304
- data_files:
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- - split: train
306
- path: data/CC-MAIN-2017-51/*
307
- - config_name: CC-MAIN-2017-47
308
- data_files:
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- - split: train
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- path: data/CC-MAIN-2017-47/*
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- - config_name: CC-MAIN-2017-43
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2017-43/*
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- - config_name: CC-MAIN-2017-39
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2017-39/*
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- - config_name: CC-MAIN-2017-34
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2017-34/*
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- - config_name: CC-MAIN-2017-30
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2017-30/*
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- - config_name: CC-MAIN-2017-26
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2017-26/*
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- - config_name: CC-MAIN-2017-22
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2017-22/*
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- - config_name: CC-MAIN-2017-17
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2017-17/*
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- - config_name: CC-MAIN-2017-13
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2017-13/*
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- - config_name: CC-MAIN-2017-09
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2017-09/*
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- - config_name: CC-MAIN-2017-04
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2017-04/*
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- - config_name: CC-MAIN-2016-50
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2016-50/*
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- - config_name: CC-MAIN-2016-44
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2016-44/*
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- - config_name: CC-MAIN-2016-40
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2016-40/*
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- - config_name: CC-MAIN-2016-36
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2016-36/*
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- - config_name: CC-MAIN-2016-30
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2016-30/*
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- - config_name: CC-MAIN-2016-26
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2016-26/*
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- - config_name: CC-MAIN-2016-22
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2016-22/*
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- - config_name: CC-MAIN-2016-18
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2016-18/*
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- - config_name: CC-MAIN-2016-07
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2016-07/*
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- - config_name: CC-MAIN-2015-48
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- data_files:
389
- - split: train
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- path: data/CC-MAIN-2015-48/*
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- - config_name: CC-MAIN-2015-40
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- data_files:
393
- - split: train
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- path: data/CC-MAIN-2015-40/*
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- - config_name: CC-MAIN-2015-35
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- data_files:
397
- - split: train
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- path: data/CC-MAIN-2015-35/*
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- - config_name: CC-MAIN-2015-32
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2015-32/*
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- - config_name: CC-MAIN-2015-27
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2015-27/*
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- - config_name: CC-MAIN-2015-22
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2015-22/*
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- - config_name: CC-MAIN-2015-18
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2015-18/*
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- - config_name: CC-MAIN-2015-14
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2015-14/*
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- - config_name: CC-MAIN-2015-11
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2015-11/*
423
- - config_name: CC-MAIN-2015-06
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- data_files:
425
- - split: train
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- path: data/CC-MAIN-2015-06/*
427
- - config_name: CC-MAIN-2014-52
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- data_files:
429
- - split: train
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- path: data/CC-MAIN-2014-52/*
431
- - config_name: CC-MAIN-2014-49
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- data_files:
433
- - split: train
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- path: data/CC-MAIN-2014-49/*
435
- - config_name: CC-MAIN-2014-42
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2014-42/*
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- - config_name: CC-MAIN-2014-41
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2014-41/*
443
- - config_name: CC-MAIN-2014-35
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- data_files:
445
- - split: train
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- path: data/CC-MAIN-2014-35/*
447
- - config_name: CC-MAIN-2014-23
448
- data_files:
449
- - split: train
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- path: data/CC-MAIN-2014-23/*
451
- - config_name: CC-MAIN-2014-15
452
- data_files:
453
- - split: train
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- path: data/CC-MAIN-2014-15/*
455
- - config_name: CC-MAIN-2014-10
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- data_files:
457
- - split: train
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- path: data/CC-MAIN-2014-10/*
459
- - config_name: CC-MAIN-2013-48
460
- data_files:
461
- - split: train
462
- path: data/CC-MAIN-2013-48/*
463
- - config_name: CC-MAIN-2013-20
464
- data_files:
465
- - split: train
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- path: data/CC-MAIN-2013-20/*
467
  ---
468
  # 🍷 FineWeb
469
  <center>
@@ -760,7 +756,7 @@ We compared 🍷 FineWeb with the following datasets:
760
  You will find these models on [this collection](https://huggingface.co/collections/HuggingFaceFW/ablation-models-662457b0d213e8c14fe47f32). We have uploaded checkpoints at every 1000 training steps. You will also find our full [evaluation results here](https://huggingface.co/datasets/HuggingFaceFW/fineweb/blob/main/eval_results.csv).
761
 
762
  <center>
763
- <img src="https://huggingface.co/datasets/HuggingFaceFW/admin/resolve/main/fineweb-ablations.png" alt="ablations">
764
  </center>
765
 
766
  _Note:_ The plot is smoothed by averaging 5k steps in a rolling window.
 
1
  ---
2
  license: odc-by
3
+ pretty_name: F
 
 
 
 
4
  size_categories:
5
+ - n<1K
6
  configs:
7
+ - config_name: default
8
+ data_files:
9
+ - split: train
10
+ path: data/*/*
11
+ - config_name: sample-10BT
12
+ data_files:
13
+ - split: train
14
+ path: sample/10BT/*
15
+ - config_name: sample-100BT
16
+ data_files:
17
+ - split: train
18
+ path: sample/100BT/*
19
+ - config_name: sample-350BT
20
+ data_files:
21
+ - split: train
22
+ path: sample/350BT/*
23
+ - config_name: CC-MAIN-2025-05
24
+ data_files:
25
+ - split: train
26
+ path: data/CC-MAIN-2025-05/*
27
+ - config_name: CC-MAIN-2025-08
28
+ data_files:
29
+ - split: train
30
+ path: data/CC-MAIN-2025-08/*
31
+ - config_name: CC-MAIN-2025-13
32
+ data_files:
33
+ - split: train
34
+ path: data/CC-MAIN-2025-13/*
35
+ - config_name: CC-MAIN-2025-18
36
+ data_files:
37
+ - split: train
38
+ path: data/CC-MAIN-2025-18/*
39
+ - config_name: CC-MAIN-2025-21
40
+ data_files:
41
+ - split: train
42
+ path: data/CC-MAIN-2025-21/*
43
+ - config_name: CC-MAIN-2025-26
44
+ data_files:
45
+ - split: train
46
+ path: data/CC-MAIN-2025-26/*
47
+ - config_name: CC-MAIN-2024-51
48
+ data_files:
49
+ - split: train
50
+ path: data/CC-MAIN-2024-51/*
51
+ - config_name: CC-MAIN-2024-46
52
+ data_files:
53
+ - split: train
54
+ path: data/CC-MAIN-2024-46/*
55
+ - config_name: CC-MAIN-2024-42
56
+ data_files:
57
+ - split: train
58
+ path: data/CC-MAIN-2024-42/*
59
+ - config_name: CC-MAIN-2024-38
60
+ data_files:
61
+ - split: train
62
+ path: data/CC-MAIN-2024-38/*
63
+ - config_name: CC-MAIN-2024-33
64
+ data_files:
65
+ - split: train
66
+ path: data/CC-MAIN-2024-33/*
67
+ - config_name: CC-MAIN-2024-30
68
+ data_files:
69
+ - split: train
70
+ path: data/CC-MAIN-2024-30/*
71
+ - config_name: CC-MAIN-2024-26
72
+ data_files:
73
+ - split: train
74
+ path: data/CC-MAIN-2024-26/*
75
+ - config_name: CC-MAIN-2024-22
76
+ data_files:
77
+ - split: train
78
+ path: data/CC-MAIN-2024-22/*
79
+ - config_name: CC-MAIN-2024-18
80
+ data_files:
81
+ - split: train
82
+ path: data/CC-MAIN-2024-18/*
83
+ - config_name: CC-MAIN-2024-10
84
+ data_files:
85
+ - split: train
86
+ path: data/CC-MAIN-2024-10/*
87
+ - config_name: CC-MAIN-2023-50
88
+ data_files:
89
+ - split: train
90
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91
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92
+ data_files:
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+ - split: train
94
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95
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96
+ data_files:
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+ - split: train
98
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99
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100
+ data_files:
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+ - split: train
102
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103
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104
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106
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108
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110
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111
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112
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114
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115
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116
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118
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119
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120
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122
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123
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124
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126
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128
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130
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131
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132
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135
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136
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138
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139
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140
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142
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143
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144
+ data_files:
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+ - split: train
146
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147
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148
+ data_files:
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+ - split: train
150
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151
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152
+ data_files:
153
+ - split: train
154
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155
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156
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158
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159
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160
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+ - split: train
162
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163
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164
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+ - split: train
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167
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168
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170
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171
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172
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+ - split: train
174
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175
+ - config_name: CC-MAIN-2020-40
176
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+ - split: train
178
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179
+ - config_name: CC-MAIN-2020-34
180
+ data_files:
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+ - split: train
182
+ path: data/CC-MAIN-2020-34/*
183
+ - config_name: CC-MAIN-2020-29
184
+ data_files:
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+ - split: train
186
+ path: data/CC-MAIN-2020-29/*
187
+ - config_name: CC-MAIN-2020-24
188
+ data_files:
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+ - split: train
190
+ path: data/CC-MAIN-2020-24/*
191
+ - config_name: CC-MAIN-2020-16
192
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+ - split: train
194
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195
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196
+ data_files:
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+ - split: train
198
+ path: data/CC-MAIN-2020-10/*
199
+ - config_name: CC-MAIN-2020-05
200
+ data_files:
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+ - split: train
202
+ path: data/CC-MAIN-2020-05/*
203
+ - config_name: CC-MAIN-2019-51
204
+ data_files:
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+ - split: train
206
+ path: data/CC-MAIN-2019-51/*
207
+ - config_name: CC-MAIN-2019-47
208
+ data_files:
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+ - split: train
210
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211
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212
+ data_files:
213
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214
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215
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216
+ data_files:
217
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218
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219
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220
+ data_files:
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222
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223
+ - config_name: CC-MAIN-2019-30
224
+ data_files:
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+ - split: train
226
+ path: data/CC-MAIN-2019-30/*
227
+ - config_name: CC-MAIN-2019-26
228
+ data_files:
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+ - split: train
230
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231
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232
+ data_files:
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+ - split: train
234
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235
+ - config_name: CC-MAIN-2019-18
236
+ data_files:
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238
+ path: data/CC-MAIN-2019-18/*
239
+ - config_name: CC-MAIN-2019-13
240
+ data_files:
241
+ - split: train
242
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243
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244
+ data_files:
245
+ - split: train
246
+ path: data/CC-MAIN-2019-09/*
247
+ - config_name: CC-MAIN-2019-04
248
+ data_files:
249
+ - split: train
250
+ path: data/CC-MAIN-2019-04/*
251
+ - config_name: CC-MAIN-2018-51
252
+ data_files:
253
+ - split: train
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+ path: data/CC-MAIN-2018-51/*
255
+ - config_name: CC-MAIN-2018-47
256
+ data_files:
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+ - split: train
258
+ path: data/CC-MAIN-2018-47/*
259
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260
+ data_files:
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+ - split: train
262
+ path: data/CC-MAIN-2018-43/*
263
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264
+ data_files:
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266
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267
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268
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270
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271
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272
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274
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275
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276
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278
+ path: data/CC-MAIN-2018-26/*
279
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280
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+ - split: train
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+ path: data/CC-MAIN-2018-22/*
283
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284
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286
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287
+ - config_name: CC-MAIN-2018-13
288
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+ - split: train
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291
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292
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295
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296
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299
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300
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303
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304
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308
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311
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312
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315
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316
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319
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320
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323
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324
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327
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328
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336
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340
+ data_files:
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+ - split: train
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+ path: data/CC-MAIN-2017-09/*
343
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344
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348
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356
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360
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364
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368
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372
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376
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380
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384
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396
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400
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+ - split: train
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+ - split: train
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+ path: data/CC-MAIN-2015-14/*
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+ - config_name: CC-MAIN-2015-11
416
+ data_files:
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+ - split: train
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+ path: data/CC-MAIN-2015-11/*
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+ - config_name: CC-MAIN-2015-06
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+ data_files:
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+ - split: train
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+ path: data/CC-MAIN-2015-06/*
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+ - config_name: CC-MAIN-2014-52
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+ data_files:
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+ - split: train
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+ path: data/CC-MAIN-2014-52/*
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+ data_files:
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+ - split: train
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+ path: data/CC-MAIN-2014-49/*
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+ - config_name: CC-MAIN-2014-42
432
+ data_files:
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+ - split: train
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+ path: data/CC-MAIN-2014-42/*
435
+ - config_name: CC-MAIN-2014-41
436
+ data_files:
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+ - split: train
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+ path: data/CC-MAIN-2014-41/*
439
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440
+ data_files:
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+ - split: train
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+ path: data/CC-MAIN-2014-35/*
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+ - config_name: CC-MAIN-2014-23
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+ - split: train
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+ path: data/CC-MAIN-2014-15/*
451
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452
+ data_files:
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+ - split: train
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+ path: data/CC-MAIN-2014-10/*
455
+ - config_name: CC-MAIN-2013-48
456
+ data_files:
457
+ - split: train
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+ path: data/CC-MAIN-2013-48/*
459
+ - config_name: CC-MAIN-2013-20
460
+ data_files:
461
+ - split: train
462
+ path: data/CC-MAIN-2013-20/*
463
  ---
464
  # 🍷 FineWeb
465
  <center>
 
756
  You will find these models on [this collection](https://huggingface.co/collections/HuggingFaceFW/ablation-models-662457b0d213e8c14fe47f32). We have uploaded checkpoints at every 1000 training steps. You will also find our full [evaluation results here](https://huggingface.co/datasets/HuggingFaceFW/fineweb/blob/main/eval_results.csv).
757
 
758
  <center>
759
+ <img srcx="https://huggingface.co/datasets/HuggingFaceFW/admin/resolve/main/fineweb-ablations.png" alt="ablations">
760
  </center>
761
 
762
  _Note:_ The plot is smoothed by averaging 5k steps in a rolling window.