Hugging Face's logo

Datasets:
HuggingFaceFW
/
fineweb

Tasks:
Text Generation
Modalities:
Tabular
Text
Languages:
English
Size:
10B - 100B
ArXiv:
DOI:
License:
Dataset card Data Studio Files Community
63

Update README.md

#65
by Avinashavi04 - opened
base: refs/heads/main
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README.md CHANGED
@@ -1,469 +1,447 @@
1
  ---
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  license: odc-by
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  task_categories:
4
- - text-generation
 
 
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  language:
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- - en
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  pretty_name: FineWeb
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  size_categories:
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- - n>1T
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  configs:
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- - config_name: default
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- data_files:
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- - split: train
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- path: data/*/*
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- - config_name: sample-10BT
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- data_files:
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- - split: train
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- path: sample/10BT/*
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- - config_name: sample-100BT
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- data_files:
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- - split: train
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- path: sample/100BT/*
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- - config_name: sample-350BT
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- data_files:
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- - split: train
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- path: sample/350BT/*
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- - config_name: CC-MAIN-2025-05
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2025-05/*
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- - config_name: CC-MAIN-2025-08
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- data_files:
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- - 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:
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- - 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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- data_files:
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- data_files:
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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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- data_files:
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- data_files:
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- data_files:
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- data_files:
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- data_files:
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- data_files:
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- path: data/CC-MAIN-2017-17/*
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- path: data/CC-MAIN-2017-09/*
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- path: data/CC-MAIN-2015-06/*
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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
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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/*
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- - config_name: CC-MAIN-2014-35
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- 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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- data_files:
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- - split: train
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- path: data/CC-MAIN-2014-23/*
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- - config_name: CC-MAIN-2014-15
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2014-15/*
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- - config_name: CC-MAIN-2014-10
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2014-10/*
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- - config_name: CC-MAIN-2013-48
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2013-48/*
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- - config_name: CC-MAIN-2013-20
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- data_files:
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- - split: train
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- path: data/CC-MAIN-2013-20/*
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  ---
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  # 🍷 FineWeb
469
  <center>
@@ -509,7 +487,7 @@ configs:
509
 
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  ## What is it?
511
 
512
- The 🍷 FineWeb dataset consists of more than **18.5T tokens** (originally 15T tokens) of cleaned and deduplicated english web data from CommonCrawl. The data processing pipeline is optimized for LLM performance and ran on the 🏭 [`datatrove`](https://github.com/huggingface/datatrove/) library, our large scale data processing library.
513
 
514
  🍷 FineWeb was originally meant to be a fully open replication of 🦅 [RefinedWeb](https://huggingface.co/papers/2306.01116), with a release of the **full dataset** under the **ODC-By 1.0 license**. However, by carefully adding additional filtering steps, we managed to push the performance of 🍷 FineWeb well above that of the original 🦅 RefinedWeb, and models trained on our dataset also outperform models trained on other commonly used high quality web datasets (like C4, Dolma-v1.6, The Pile, SlimPajama, RedPajam2) on our aggregate group of [benchmark tasks](https://huggingface.co/datasets/HuggingFaceFW/fineweb/blob/main/lighteval_tasks.py).
515
 
@@ -524,7 +502,6 @@ You will find details on the different processing decisions we took and some int
524
  ## Changelog
525
  _Previous versions remain available in the branch `version name`._
526
 
527
- - **v1.4.0 (11-07-2025):** Added 6 new snapshots: `CC-MAIN-2025-05`, `CC-MAIN-2025-08`, `CC-MAIN-2025-13`, `CC-MAIN-2025-18`, `CC-MAIN-2025-21`, and `CC-MAIN-2025-26` (January to June 2025)
528
  - **v1.3.0 (31-01-2025):** Fixed an issue with some dumps where some documents hadn't been processed: `CC-MAIN-2024-10`, `CC-MAIN-2024-18`, `CC-MAIN-2024-22`, `CC-MAIN-2024-26`, `CC-MAIN-2024-30`, `CC-MAIN-2024-33`, `CC-MAIN-2024-38`, `CC-MAIN-2024-42`, `CC-MAIN-2024-46` -- they now contain more data (~400B additional tokens). We also removed specific domains in response to a [C&D notice](https://huggingface.co/datasets/huggingface-legal/takedown-notices/blob/main/2025/2025-01-22-Torstar.md).
529
  - **v1.2.0 (03-01-2025):** Added 8 new snapshots: `CC-MAIN-2024-22`, `CC-MAIN-2024-26`, `CC-MAIN-2024-30`, `CC-MAIN-2024-33`, `CC-MAIN-2024-38`, `CC-MAIN-2024-42`, `CC-MAIN-2024-46`, `CC-MAIN-2024-51`, covering May to December 2024.
530
  - **v1.1.0 (31-05-2024):** We reprocessed and reuploaded 11 dumps, `CC-MAIN-2021-49` to `CC-MAIN-2023-40`, as we found a bug on their deduplication. We also added the most recent dump: `CC-MAIN-2024-18`, crawled over April 2024. Expect a small perf improvement
@@ -602,12 +579,6 @@ fw = load_dataset("HuggingFaceFW/fineweb", name="CC-MAIN-2024-10", split="train"
602
 
603
  | Dump | Time period | Disk size (GB) | gpt2 tokens (billions) |
604
  | --- | --- |----------------|------------------------|
605
- | CC-MAIN-2025-26 | June 2025 | 419.6 | 152.4 |
606
- | CC-MAIN-2025-21 | May 2025 | 462.8 | 168.1 |
607
- | CC-MAIN-2025-18 | April 2025 | 506.8 | 184.2 |
608
- | CC-MAIN-2025-13 | March 2025 | 491.1 | 178.5 |
609
- | CC-MAIN-2025-08 | February 2025 | 472.0 | 171.6 |
610
- | CC-MAIN-2025-05 | January 2025 | 558.8 | 203.5 |
611
  | CC-MAIN-2024-51 | December 2024 | 362.6 | 131.2 |
612
  | CC-MAIN-2024-46 | November 2024 | 474.6 | 172.9 |
613
  | CC-MAIN-2024-42 | October 2024 | 434.0 | 158.1 |
@@ -713,7 +684,7 @@ fw = load_dataset("HuggingFaceFW/fineweb", name="CC-MAIN-2024-10", split="train"
713
  | CC-MAIN-2014-10 | March 2014 | 396.2 | 146.2 |
714
  | CC-MAIN-2013-48 | Winter 2013 | 396.8 | 145.9 |
715
  | CC-MAIN-2013-20 | Summer 2013 | 393.9 | 144.5 |
716
- | Total | | 50,446.9 | 18,527.0 |
717
 
718
  ## Dataset performance evaluation and ablations
719
 
 
1
  ---
2
  license: odc-by
3
  task_categories:
4
+ - text-generation
5
+ - translation
6
+ - feature-extraction
7
  language:
8
+ - en
9
  pretty_name: FineWeb
10
  size_categories:
11
+ - n>1T
12
  configs:
13
+ - config_name: default
14
+ data_files:
15
+ - split: train
16
+ path: data/*/*
17
+ - config_name: sample-10BT
18
+ data_files:
19
+ - split: train
20
+ path: sample/10BT/*
21
+ - config_name: sample-100BT
22
+ data_files:
23
+ - split: train
24
+ path: sample/100BT/*
25
+ - config_name: sample-350BT
26
+ data_files:
27
+ - split: train
28
+ path: sample/350BT/*
29
+ - config_name: CC-MAIN-2024-51
30
+ data_files:
31
+ - split: train
32
+ path: data/CC-MAIN-2024-51/*
33
+ - config_name: CC-MAIN-2024-46
34
+ data_files:
35
+ - split: train
36
+ path: data/CC-MAIN-2024-46/*
37
+ - config_name: CC-MAIN-2024-42
38
+ data_files:
39
+ - split: train
40
+ path: data/CC-MAIN-2024-42/*
41
+ - config_name: CC-MAIN-2024-38
42
+ data_files:
43
+ - split: train
44
+ path: data/CC-MAIN-2024-38/*
45
+ - config_name: CC-MAIN-2024-33
46
+ data_files:
47
+ - split: train
48
+ path: data/CC-MAIN-2024-33/*
49
+ - config_name: CC-MAIN-2024-30
50
+ data_files:
51
+ - split: train
52
+ path: data/CC-MAIN-2024-30/*
53
+ - config_name: CC-MAIN-2024-26
54
+ data_files:
55
+ - split: train
56
+ path: data/CC-MAIN-2024-26/*
57
+ - config_name: CC-MAIN-2024-22
58
+ data_files:
59
+ - split: train
60
+ path: data/CC-MAIN-2024-22/*
61
+ - config_name: CC-MAIN-2024-18
62
+ data_files:
63
+ - split: train
64
+ path: data/CC-MAIN-2024-18/*
65
+ - config_name: CC-MAIN-2024-10
66
+ data_files:
67
+ - split: train
68
+ path: data/CC-MAIN-2024-10/*
69
+ - config_name: CC-MAIN-2023-50
70
+ data_files:
71
+ - split: train
72
+ path: data/CC-MAIN-2023-50/*
73
+ - config_name: CC-MAIN-2023-40
74
+ data_files:
75
+ - split: train
76
+ path: data/CC-MAIN-2023-40/*
77
+ - config_name: CC-MAIN-2023-23
78
+ data_files:
79
+ - split: train
80
+ path: data/CC-MAIN-2023-23/*
81
+ - config_name: CC-MAIN-2023-14
82
+ data_files:
83
+ - split: train
84
+ path: data/CC-MAIN-2023-14/*
85
+ - config_name: CC-MAIN-2023-06
86
+ data_files:
87
+ - split: train
88
+ path: data/CC-MAIN-2023-06/*
89
+ - config_name: CC-MAIN-2022-49
90
+ data_files:
91
+ - split: train
92
+ path: data/CC-MAIN-2022-49/*
93
+ - config_name: CC-MAIN-2022-40
94
+ data_files:
95
+ - split: train
96
+ path: data/CC-MAIN-2022-40/*
97
+ - config_name: CC-MAIN-2022-33
98
+ data_files:
99
+ - split: train
100
+ path: data/CC-MAIN-2022-33/*
101
+ - config_name: CC-MAIN-2022-27
102
+ data_files:
103
+ - split: train
104
+ path: data/CC-MAIN-2022-27/*
105
+ - config_name: CC-MAIN-2022-21
106
+ data_files:
107
+ - split: train
108
+ path: data/CC-MAIN-2022-21/*
109
+ - config_name: CC-MAIN-2022-05
110
+ data_files:
111
+ - split: train
112
+ path: data/CC-MAIN-2022-05/*
113
+ - config_name: CC-MAIN-2021-49
114
+ data_files:
115
+ - split: train
116
+ path: data/CC-MAIN-2021-49/*
117
+ - config_name: CC-MAIN-2021-43
118
+ data_files:
119
+ - split: train
120
+ path: data/CC-MAIN-2021-43/*
121
+ - config_name: CC-MAIN-2021-39
122
+ data_files:
123
+ - split: train
124
+ path: data/CC-MAIN-2021-39/*
125
+ - config_name: CC-MAIN-2021-31
126
+ data_files:
127
+ - split: train
128
+ path: data/CC-MAIN-2021-31/*
129
+ - config_name: CC-MAIN-2021-25
130
+ data_files:
131
+ - split: train
132
+ path: data/CC-MAIN-2021-25/*
133
+ - config_name: CC-MAIN-2021-21
134
+ data_files:
135
+ - split: train
136
+ path: data/CC-MAIN-2021-21/*
137
+ - config_name: CC-MAIN-2021-17
138
+ data_files:
139
+ - split: train
140
+ path: data/CC-MAIN-2021-17/*
141
+ - config_name: CC-MAIN-2021-10
142
+ data_files:
143
+ - split: train
144
+ path: data/CC-MAIN-2021-10/*
145
+ - config_name: CC-MAIN-2021-04
146
+ data_files:
147
+ - split: train
148
+ path: data/CC-MAIN-2021-04/*
149
+ - config_name: CC-MAIN-2020-50
150
+ data_files:
151
+ - split: train
152
+ path: data/CC-MAIN-2020-50/*
153
+ - config_name: CC-MAIN-2020-45
154
+ data_files:
155
+ - split: train
156
+ path: data/CC-MAIN-2020-45/*
157
+ - config_name: CC-MAIN-2020-40
158
+ data_files:
159
+ - split: train
160
+ path: data/CC-MAIN-2020-40/*
161
+ - config_name: CC-MAIN-2020-34
162
+ data_files:
163
+ - split: train
164
+ path: data/CC-MAIN-2020-34/*
165
+ - config_name: CC-MAIN-2020-29
166
+ data_files:
167
+ - split: train
168
+ path: data/CC-MAIN-2020-29/*
169
+ - config_name: CC-MAIN-2020-24
170
+ data_files:
171
+ - split: train
172
+ path: data/CC-MAIN-2020-24/*
173
+ - config_name: CC-MAIN-2020-16
174
+ data_files:
175
+ - split: train
176
+ path: data/CC-MAIN-2020-16/*
177
+ - config_name: CC-MAIN-2020-10
178
+ data_files:
179
+ - split: train
180
+ path: data/CC-MAIN-2020-10/*
181
+ - config_name: CC-MAIN-2020-05
182
+ data_files:
183
+ - split: train
184
+ path: data/CC-MAIN-2020-05/*
185
+ - config_name: CC-MAIN-2019-51
186
+ data_files:
187
+ - split: train
188
+ path: data/CC-MAIN-2019-51/*
189
+ - config_name: CC-MAIN-2019-47
190
+ data_files:
191
+ - split: train
192
+ path: data/CC-MAIN-2019-47/*
193
+ - config_name: CC-MAIN-2019-43
194
+ data_files:
195
+ - split: train
196
+ path: data/CC-MAIN-2019-43/*
197
+ - config_name: CC-MAIN-2019-39
198
+ data_files:
199
+ - split: train
200
+ path: data/CC-MAIN-2019-39/*
201
+ - config_name: CC-MAIN-2019-35
202
+ data_files:
203
+ - split: train
204
+ path: data/CC-MAIN-2019-35/*
205
+ - config_name: CC-MAIN-2019-30
206
+ data_files:
207
+ - split: train
208
+ path: data/CC-MAIN-2019-30/*
209
+ - config_name: CC-MAIN-2019-26
210
+ data_files:
211
+ - split: train
212
+ path: data/CC-MAIN-2019-26/*
213
+ - config_name: CC-MAIN-2019-22
214
+ data_files:
215
+ - split: train
216
+ path: data/CC-MAIN-2019-22/*
217
+ - config_name: CC-MAIN-2019-18
218
+ data_files:
219
+ - split: train
220
+ path: data/CC-MAIN-2019-18/*
221
+ - config_name: CC-MAIN-2019-13
222
+ data_files:
223
+ - split: train
224
+ path: data/CC-MAIN-2019-13/*
225
+ - config_name: CC-MAIN-2019-09
226
+ data_files:
227
+ - split: train
228
+ path: data/CC-MAIN-2019-09/*
229
+ - config_name: CC-MAIN-2019-04
230
+ data_files:
231
+ - split: train
232
+ path: data/CC-MAIN-2019-04/*
233
+ - config_name: CC-MAIN-2018-51
234
+ data_files:
235
+ - split: train
236
+ path: data/CC-MAIN-2018-51/*
237
+ - config_name: CC-MAIN-2018-47
238
+ data_files:
239
+ - split: train
240
+ path: data/CC-MAIN-2018-47/*
241
+ - config_name: CC-MAIN-2018-43
242
+ data_files:
243
+ - split: train
244
+ path: data/CC-MAIN-2018-43/*
245
+ - config_name: CC-MAIN-2018-39
246
+ data_files:
247
+ - split: train
248
+ path: data/CC-MAIN-2018-39/*
249
+ - config_name: CC-MAIN-2018-34
250
+ data_files:
251
+ - split: train
252
+ path: data/CC-MAIN-2018-34/*
253
+ - config_name: CC-MAIN-2018-30
254
+ data_files:
255
+ - split: train
256
+ path: data/CC-MAIN-2018-30/*
257
+ - config_name: CC-MAIN-2018-26
258
+ data_files:
259
+ - split: train
260
+ path: data/CC-MAIN-2018-26/*
261
+ - config_name: CC-MAIN-2018-22
262
+ data_files:
263
+ - split: train
264
+ path: data/CC-MAIN-2018-22/*
265
+ - config_name: CC-MAIN-2018-17
266
+ data_files:
267
+ - split: train
268
+ path: data/CC-MAIN-2018-17/*
269
+ - config_name: CC-MAIN-2018-13
270
+ data_files:
271
+ - split: train
272
+ path: data/CC-MAIN-2018-13/*
273
+ - config_name: CC-MAIN-2018-09
274
+ data_files:
275
+ - split: train
276
+ path: data/CC-MAIN-2018-09/*
277
+ - config_name: CC-MAIN-2018-05
278
+ data_files:
279
+ - split: train
280
+ path: data/CC-MAIN-2018-05/*
281
+ - config_name: CC-MAIN-2017-51
282
+ data_files:
283
+ - split: train
284
+ path: data/CC-MAIN-2017-51/*
285
+ - config_name: CC-MAIN-2017-47
286
+ data_files:
287
+ - split: train
288
+ path: data/CC-MAIN-2017-47/*
289
+ - config_name: CC-MAIN-2017-43
290
+ data_files:
291
+ - split: train
292
+ path: data/CC-MAIN-2017-43/*
293
+ - config_name: CC-MAIN-2017-39
294
+ data_files:
295
+ - split: train
296
+ path: data/CC-MAIN-2017-39/*
297
+ - config_name: CC-MAIN-2017-34
298
+ data_files:
299
+ - split: train
300
+ path: data/CC-MAIN-2017-34/*
301
+ - config_name: CC-MAIN-2017-30
302
+ data_files:
303
+ - split: train
304
+ path: data/CC-MAIN-2017-30/*
305
+ - config_name: CC-MAIN-2017-26
306
+ data_files:
307
+ - split: train
308
+ path: data/CC-MAIN-2017-26/*
309
+ - config_name: CC-MAIN-2017-22
310
+ data_files:
311
+ - split: train
312
+ path: data/CC-MAIN-2017-22/*
313
+ - config_name: CC-MAIN-2017-17
314
+ data_files:
315
+ - split: train
316
+ path: data/CC-MAIN-2017-17/*
317
+ - config_name: CC-MAIN-2017-13
318
+ data_files:
319
+ - split: train
320
+ path: data/CC-MAIN-2017-13/*
321
+ - config_name: CC-MAIN-2017-09
322
+ data_files:
323
+ - split: train
324
+ path: data/CC-MAIN-2017-09/*
325
+ - config_name: CC-MAIN-2017-04
326
+ data_files:
327
+ - split: train
328
+ path: data/CC-MAIN-2017-04/*
329
+ - config_name: CC-MAIN-2016-50
330
+ data_files:
331
+ - split: train
332
+ path: data/CC-MAIN-2016-50/*
333
+ - config_name: CC-MAIN-2016-44
334
+ data_files:
335
+ - split: train
336
+ path: data/CC-MAIN-2016-44/*
337
+ - config_name: CC-MAIN-2016-40
338
+ data_files:
339
+ - split: train
340
+ path: data/CC-MAIN-2016-40/*
341
+ - config_name: CC-MAIN-2016-36
342
+ data_files:
343
+ - split: train
344
+ path: data/CC-MAIN-2016-36/*
345
+ - config_name: CC-MAIN-2016-30
346
+ data_files:
347
+ - split: train
348
+ path: data/CC-MAIN-2016-30/*
349
+ - config_name: CC-MAIN-2016-26
350
+ data_files:
351
+ - split: train
352
+ path: data/CC-MAIN-2016-26/*
353
+ - config_name: CC-MAIN-2016-22
354
+ data_files:
355
+ - split: train
356
+ path: data/CC-MAIN-2016-22/*
357
+ - config_name: CC-MAIN-2016-18
358
+ data_files:
359
+ - split: train
360
+ path: data/CC-MAIN-2016-18/*
361
+ - config_name: CC-MAIN-2016-07
362
+ data_files:
363
+ - split: train
364
+ path: data/CC-MAIN-2016-07/*
365
+ - config_name: CC-MAIN-2015-48
366
+ data_files:
367
+ - split: train
368
+ path: data/CC-MAIN-2015-48/*
369
+ - config_name: CC-MAIN-2015-40
370
+ data_files:
371
+ - split: train
372
+ path: data/CC-MAIN-2015-40/*
373
+ - config_name: CC-MAIN-2015-35
374
+ data_files:
375
+ - split: train
376
+ path: data/CC-MAIN-2015-35/*
377
+ - config_name: CC-MAIN-2015-32
378
+ data_files:
379
+ - split: train
380
+ path: data/CC-MAIN-2015-32/*
381
+ - config_name: CC-MAIN-2015-27
382
+ data_files:
383
+ - split: train
384
+ path: data/CC-MAIN-2015-27/*
385
+ - config_name: CC-MAIN-2015-22
386
+ data_files:
387
+ - split: train
388
+ path: data/CC-MAIN-2015-22/*
389
+ - config_name: CC-MAIN-2015-18
390
+ data_files:
391
+ - split: train
392
+ path: data/CC-MAIN-2015-18/*
393
+ - config_name: CC-MAIN-2015-14
394
+ data_files:
395
+ - split: train
396
+ path: data/CC-MAIN-2015-14/*
397
+ - config_name: CC-MAIN-2015-11
398
+ data_files:
399
+ - split: train
400
+ path: data/CC-MAIN-2015-11/*
401
+ - config_name: CC-MAIN-2015-06
402
+ data_files:
403
+ - split: train
404
+ path: data/CC-MAIN-2015-06/*
405
+ - config_name: CC-MAIN-2014-52
406
+ data_files:
407
+ - split: train
408
+ path: data/CC-MAIN-2014-52/*
409
+ - config_name: CC-MAIN-2014-49
410
+ data_files:
411
+ - split: train
412
+ path: data/CC-MAIN-2014-49/*
413
+ - config_name: CC-MAIN-2014-42
414
+ data_files:
415
+ - split: train
416
+ path: data/CC-MAIN-2014-42/*
417
+ - config_name: CC-MAIN-2014-41
418
+ data_files:
419
+ - split: train
420
+ path: data/CC-MAIN-2014-41/*
421
+ - config_name: CC-MAIN-2014-35
422
+ data_files:
423
+ - split: train
424
+ path: data/CC-MAIN-2014-35/*
425
+ - config_name: CC-MAIN-2014-23
426
+ data_files:
427
+ - split: train
428
+ path: data/CC-MAIN-2014-23/*
429
+ - config_name: CC-MAIN-2014-15
430
+ data_files:
431
+ - split: train
432
+ path: data/CC-MAIN-2014-15/*
433
+ - config_name: CC-MAIN-2014-10
434
+ data_files:
435
+ - split: train
436
+ path: data/CC-MAIN-2014-10/*
437
+ - config_name: CC-MAIN-2013-48
438
+ data_files:
439
+ - split: train
440
+ path: data/CC-MAIN-2013-48/*
441
+ - config_name: CC-MAIN-2013-20
442
+ data_files:
443
+ - split: train
444
+ path: data/CC-MAIN-2013-20/*
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
445
  ---
446
  # 🍷 FineWeb
447
  <center>
 
487
 
488
  ## What is it?
489
 
490
+ The 🍷 FineWeb dataset consists of more than **15T tokens** of cleaned and deduplicated english web data from CommonCrawl. The data processing pipeline is optimized for LLM performance and ran on the 🏭 [`datatrove`](https://github.com/huggingface/datatrove/) library, our large scale data processing library.
491
 
492
  🍷 FineWeb was originally meant to be a fully open replication of 🦅 [RefinedWeb](https://huggingface.co/papers/2306.01116), with a release of the **full dataset** under the **ODC-By 1.0 license**. However, by carefully adding additional filtering steps, we managed to push the performance of 🍷 FineWeb well above that of the original 🦅 RefinedWeb, and models trained on our dataset also outperform models trained on other commonly used high quality web datasets (like C4, Dolma-v1.6, The Pile, SlimPajama, RedPajam2) on our aggregate group of [benchmark tasks](https://huggingface.co/datasets/HuggingFaceFW/fineweb/blob/main/lighteval_tasks.py).
493
 
 
502
  ## Changelog
503
  _Previous versions remain available in the branch `version name`._
504
 
 
505
  - **v1.3.0 (31-01-2025):** Fixed an issue with some dumps where some documents hadn't been processed: `CC-MAIN-2024-10`, `CC-MAIN-2024-18`, `CC-MAIN-2024-22`, `CC-MAIN-2024-26`, `CC-MAIN-2024-30`, `CC-MAIN-2024-33`, `CC-MAIN-2024-38`, `CC-MAIN-2024-42`, `CC-MAIN-2024-46` -- they now contain more data (~400B additional tokens). We also removed specific domains in response to a [C&D notice](https://huggingface.co/datasets/huggingface-legal/takedown-notices/blob/main/2025/2025-01-22-Torstar.md).
506
  - **v1.2.0 (03-01-2025):** Added 8 new snapshots: `CC-MAIN-2024-22`, `CC-MAIN-2024-26`, `CC-MAIN-2024-30`, `CC-MAIN-2024-33`, `CC-MAIN-2024-38`, `CC-MAIN-2024-42`, `CC-MAIN-2024-46`, `CC-MAIN-2024-51`, covering May to December 2024.
507
  - **v1.1.0 (31-05-2024):** We reprocessed and reuploaded 11 dumps, `CC-MAIN-2021-49` to `CC-MAIN-2023-40`, as we found a bug on their deduplication. We also added the most recent dump: `CC-MAIN-2024-18`, crawled over April 2024. Expect a small perf improvement
 
579
 
580
  | Dump | Time period | Disk size (GB) | gpt2 tokens (billions) |
581
  | --- | --- |----------------|------------------------|
 
 
 
 
 
 
582
  | CC-MAIN-2024-51 | December 2024 | 362.6 | 131.2 |
583
  | CC-MAIN-2024-46 | November 2024 | 474.6 | 172.9 |
584
  | CC-MAIN-2024-42 | October 2024 | 434.0 | 158.1 |
 
684
  | CC-MAIN-2014-10 | March 2014 | 396.2 | 146.2 |
685
  | CC-MAIN-2013-48 | Winter 2013 | 396.8 | 145.9 |
686
  | CC-MAIN-2013-20 | Summer 2013 | 393.9 | 144.5 |
687
+ | Total | | 47,535.7 | 17,468.6 |
688
 
689
  ## Dataset performance evaluation and ablations
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