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

Create Ffcc

#58
by Ricky23184 - opened
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  1. Ffcc +0 -0
  2. README.md +2 -33
  3. data/CC-MAIN-2025-05/000_00000.parquet +0 -3
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Ffcc ADDED
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README.md CHANGED
@@ -24,30 +24,6 @@ configs:
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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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- - 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:
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- - 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
@@ -509,7 +485,7 @@ configs:
509
 
510
  ## 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 +500,6 @@ You will find details on the different processing decisions we took and some int
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  ## 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 +577,6 @@ 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 |
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- | 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 |
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  | CC-MAIN-2024-42 | October 2024 | 434.0 | 158.1 |
@@ -713,7 +682,7 @@ 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
 
 
24
  data_files:
25
  - split: train
26
  path: sample/350BT/*
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
27
  - config_name: CC-MAIN-2024-51
28
  data_files:
29
  - split: train
 
485
 
486
  ## What is it?
487
 
488
+ 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.
489
 
490
  🍷 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).
491
 
 
500
  ## Changelog
501
  _Previous versions remain available in the branch `version name`._
502
 
 
503
  - **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).
504
  - **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.
505
  - **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
 
577
 
578
  | Dump | Time period | Disk size (GB) | gpt2 tokens (billions) |
579
  | --- | --- |----------------|------------------------|
 
 
 
 
 
 
580
  | CC-MAIN-2024-51 | December 2024 | 362.6 | 131.2 |
581
  | CC-MAIN-2024-46 | November 2024 | 474.6 | 172.9 |
582
  | CC-MAIN-2024-42 | October 2024 | 434.0 | 158.1 |
 
682
  | CC-MAIN-2014-10 | March 2014 | 396.2 | 146.2 |
683
  | CC-MAIN-2013-48 | Winter 2013 | 396.8 | 145.9 |
684
  | CC-MAIN-2013-20 | Summer 2013 | 393.9 | 144.5 |
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+ | Total | | 47,535.7 | 17,468.6 |
686
 
687
  ## Dataset performance evaluation and ablations
688
 
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