Pre-training Dataset Samples
Collection
A collection of pre-training datasets samples of sizes 10M, 100M and 1B tokens. Ideal for use in quick experimentation and ablations. • 18 items • Updated
• 18
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Invocation Minutes
Official
Tuesday, August 24, 2021 – 5:15 PM
Present: Nicole L. Hendrickson, Kirkland D. Carden, Ben Ku, Marlene M. Fosque, Jasper Watkins III
1. Board of Commissioners
Chaplain Denise Lawrence provided the Invocation. No official action taken. | <urn:uuid:100ad62e-4a18-464e-989d-f2eae9e265b5> | CC-MAIN-2021-49 | https://www.gwinnettcounty.com/static/upload/bac/52/20210824/m_30087_2021.08.24___Invocation_Official_Minutes_515pm.pdf | 2021-12-08T07:26:31+00:00 | s3://commoncrawl/cc-index/table/cc-main/warc/crawl=CC-MAIN-2021-49/subset=warc/part-00104-eb7089cf-762b-4a3e-8cab-20b677c0d246.c000.gz.parquet | 867,863,925 | 74 | eng_Latn | eng_Latn | 0.929574 | eng_Latn | 0.929574 | [
"eng_Latn"
] | false | rolmOCR | [
268
] |
GOVERNING BODY ATTENDANCE
| Name | 12.10.15 | 7.12.15 | 9.5.16 | 4.7.16 | 10.10.16 | 5.12.16 | 13.2.17 | 27.3.17 |
|---|---|---|---|---|---|---|---|---|
| Iain Lewis | P | P | P | P | Resigned | - | - | - |
| Rachael McFarlane | P | P | P | P | P | P | P | |
| Margaret Sanderson | Ap | P | Ap | P | P | P | DNA | |
| Jennifer Whittam | P | P | P | P | P | P | P | |
| Jeffrey Coward | P | Ap | P | Resigned | - | - | - | - |
| Mark Bland | P | P | P | P | P | Resigned | - | - |
| Patricia Jewell | P | P | P | P | P | P | Ap | |
| Rachel Gilchrist | Ap | Ap | P | P | P | P | Ap | |
| Simon Irving | - | - | P | P | P | Ap | P | |
| Tricia Petersen | - | - | P | Ap | P | P | P | |
| Lauren Thistlethwaite | - | - | - | - | P | P | P | |
| Rev’d Canon Ruth Crossley | - | - | - | - | - | - | - | Ap |
| Vacancy | | | | | | | | |
| Vacancy | | | | | | | | |
| Vacancy | | | | | | | | |
| Helen Irving | P | P | P | P | P | P | P | |
P – Present A – Apologies Received DNA – Did Not Attend | <urn:uuid:29b6ccff-27f0-4995-adbe-cae10af1b84d> | CC-MAIN-2017-26 | http://irelethst-peters.cumbria.sch.uk/GOVERNING%20BODY%20ATTENDANCE%20.pdf | 2017-06-28T07:04:07Z | s3://commoncrawl/crawl-data/CC-MAIN-2017-26/segments/1498128322873.10/warc/CC-MAIN-20170628065139-20170628085139-00246.warc.gz | 189,619,515 | 452 | eng_Latn | eng_Latn | 0.963961 | eng_Latn | 0.963961 | [
"eng_Latn"
] | false | rolmOCR | [
1024
] |
"1. LaPrade RF, Noffsinger MA. Idiopathic osteonecrosis of the patella: an unusual cause of pain in (...TRUNCATED) | 92e1ca0f-0c12-4ea1-a9ee-fef4dd48a633 | CC-MAIN-2022-49 | https://tcomn.com/wp-content/uploads/2019/02/Publications_Presentations_LaPrade_2019-01.pdf | 2022-12-01T16:19:19+00:00 | "s3://commoncrawl/cc-index/table/cc-main/warc/crawl=CC-MAIN-2022-49/subset=warc/part-00190-a0906200-(...TRUNCATED) | 579,894,248 | 92,283 | eng_Latn | eng_Latn | 0.527363 | eng_Latn | 0.563469 | ["eng_Latn","eng_Latn","eng_Latn","eng_Latn","eng_Latn","eng_Latn","eng_Latn","eng_Latn","eng_Latn",(...TRUNCATED) | true | docling | [4153,8717,13386,18274,23071,27840,32619,37347,42241,47184,52047,56849,61514,66216,70969,75930,80821(...TRUNCATED) |
"Subject: Combo Cube by OSKAR and ALEX\n\nView Forum Message\n\nPosted by\n\nOskar_van_Deventer on S(...TRUNCATED) | <urn:uuid:b4a6b9c7-f120-465d-8cce-7b93af43b638> | CC-MAIN-2016-22 | http://www.shapeways.com/forum/pdf.php?th=10944 | 2016-05-31T18:19:14Z | "s3://commoncrawl/crawl-data/CC-MAIN-2016-22/segments/1464052868853.18/warc/CC-MAIN-20160524012108-0(...TRUNCATED) | 782,805,517 | 229 | eng_Latn | eng_Latn | 0.959931 | eng_Latn | 0.959931 | [
"eng_Latn"
] | false | rolmOCR | [
805
] |
"May 7, 2016\n\nRE: Dues Structure\n\nIn 2011, we approached the Oregon Nurses Association (ONA) abo(...TRUNCATED) | <urn:uuid:9ad099d5-ebee-4b3d-bd4b-ab5cfb696251> | CC-MAIN-2019-09 | https://cdn.ymaws.com/www.oregonrn.org/resource/resmgr/CMH/CMH_DuesLetter_2016-05-07.pdf | 2019-02-17T01:45:51Z | "s3://commoncrawl/crawl-data/CC-MAIN-2019-09/segments/1550247481428.19/warc/CC-MAIN-20190217010854-2(...TRUNCATED) | 521,477,481 | 844 | eng_Latn | eng_Latn | 0.949912 | eng_Latn | 0.998551 | [
"eng_Latn",
"eng_Latn"
] | false | rolmOCR | [
3177,
3457
] |
"User’s Manual\n\nL1000 Millimeter-wave Point-to-Point Radio System\n\nVersion Beta 1.0\nNovember (...TRUNCATED) | 9085f5eb-0e5b-4516-b26c-f87457cf3a13 | CC-MAIN-2021-10 | https://usermanual.wiki/Loea/L1000-1-894951.pdf | 2021-03-07T05:13:15+00:00 | "s3://commoncrawl/cc-index/table/cc-main/warc/crawl=CC-MAIN-2021-10/subset=warc/part-00122-dbb5a216-(...TRUNCATED) | 601,746,758 | 13,273 | eng_Latn | eng_Latn | 0.914632 | eng_Latn | 0.984843 | ["eng_Latn","por_Latn","eng_Latn","eng_Latn","eng_Latn","eng_Latn","eng_Latn","eng_Latn","eng_Latn",(...TRUNCATED) | true | docling | [100,4244,8220,9475,10598,11748,12470,13845,16793,17102,17773,18206,19065,19589,20579,21801,23385,25(...TRUNCATED) |
"Radio Service\n\nFrequency Coordination Number\n\nCall Sign\n\nWPIF326\n\nFile Number\n\n0006854418(...TRUNCATED) | <urn:uuid:77be6978-eff2-43e1-9c27-7bd7e342c880> | CC-MAIN-2019-47 | https://wireless2.fcc.gov/UlsApp/letterPdf/letterPdfViewRD.jsp;JSESSIONID_LETTER_PDF=s7B2dQxbXD3RQ4MtpQh2BnvQFy2Hx3rhJmvvzpbJjJTbT12JwbTh!-1987816417!1805222569?pdfFN=17307882019101617234.pdf | 2019-11-16T22:02:35 | "s3://commoncrawl/cc-index/table/cc-main/warc/crawl=CC-MAIN-2019-47/subset=warc/part-00201-47abed28-(...TRUNCATED) | 685,338,661 | 1,194 | eng_Latn | eng_Latn | 0.449246 | eng_Latn | 0.493094 | [
"eng_Latn",
"swe_Latn",
"eng_Latn"
] | false | rolmOCR | [
2685,
3401,
4007
] |
"Metastatic Lung Cancer\n\nLung Cancer metastasis is when the cancer spreads to other parts of the b(...TRUNCATED) | <urn:uuid:4eafe5e3-e7de-4298-aef4-148e929336ad> | CC-MAIN-2024-10 | https://www.lung.org/getmedia/e38352a8-a761-402d-b329-0cf2d29be4d0/Metastatic-Lung-Cancer-Infographic.pdf | 2024-02-28T15:31:35+00:00 | "s3://commoncrawl/cc-index/table/cc-main/warc/crawl=CC-MAIN-2024-10/subset=warc/part-00291-d9675c6d-(...TRUNCATED) | 889,438,164 | 170 | eng_Latn | eng_Latn | 0.996089 | eng_Latn | 0.996089 | [
"eng_Latn"
] | false | rolmOCR | [
796
] |
"Jose Enriquez\n\nSan Diego, CA 92104 | 999.999.9999 | email@example.com\n\n<\n\nFa(...TRUNCATED) | <urn:uuid:d072bdce-8ac6-4366-a1c5-81f5c8237d63> | CC-MAIN-2019-04 | https://www.toolsfortransition.com/wp-content/uploads/2017/09/Tools_for_Transition_Facilities_Maintenance_Director_sample_resume.pdf | 2019-01-24T11:11:48Z | "s3://commoncrawl/crawl-data/CC-MAIN-2019-04/segments/1547584520525.90/warc/CC-MAIN-20190124100934-2(...TRUNCATED) | 966,589,341 | 316 | eng_Latn | eng_Latn | 0.498137 | eng_Latn | 0.498137 | [
"eng_Latn"
] | false | rolmOCR | [
1414
] |
"Applicant Information\n\nFull Name\n\nPermanent Address\n\nCity, State, Zip Code\n\nHome Phone\n\nE(...TRUNCATED) | <urn:uuid:1ffcec70-487d-4f35-83be-633904e27ed0> | CC-MAIN-2020-45 | https://firstdegreescholarship.org/wp-content/uploads/2020/10/First-Degree-Scholarship-Application-20-21.pdf | 2020-10-21T07:32:59+00:00 | "s3://commoncrawl/cc-index/table/cc-main/warc/crawl=CC-MAIN-2020-45/subset=warc/part-00180-6409130e-(...TRUNCATED) | 317,275,236 | 494 | eng_Latn | eng_Latn | 0.963306 | eng_Latn | 0.998624 | [
"eng_Latn",
"eng_Latn",
"eng_Latn",
"eng_Latn",
"eng_Latn"
] | false | rolmOCR | [
472,
863,
1408,
1833,
2511
] |
This dataset was created using reservoir sampling, a statistically unbiased random sampling algorithm that guarantees each sample from the source dataset has an equal probability of being included. This ensures the 100M token sample is representative of the full dataset's characteristics.
Source Dataset: HuggingFaceFW/finepdfs Sample Size: 100M tokens Content: High-quality textbook-style pdfs
Reservoir sampling enables rapid experimentation and ablation studies without processing the entire source dataset, while maintaining statistical validity of results.
For details on how this dataset was used in optimal pre-training data composition research, see the blog post.
If you use this model/dataset, please cite:
@article{sharma2025billion,
title={The 1 Billion Token Challenge: Finding the Perfect Pre-training Mix},
author={Sharma, Asankhaya},
year={2025},
url={https://huggingface.co/blog/codelion/optimal-dataset-mixing/}
}
For more details, see the blog post.