🤏 Smol-Data
Collection
Tried and tested mixes for strong pretraining. Inspired by https://huggingface.co/blog/codelion/optimal-dataset-mixing • 14 items • Updated • 12
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TIPS ON TALKS
Richard M. Felder
Department of Chemical & Biomolecular Engineering
North Carolina State
So you've got to give a formal talk in your class—a
presentation on a term project or in a laboratory or design course or a class
on public speaking. That can be a scary prospect if you're not used to doing
things lik... | <urn:uuid:33ab434e-7fa1-4bc4-aa57-e4f2df33d7d8> | CC-MAIN-2017-04 | http://www4.ncsu.edu/unity/lockers/users/f/felder/public/Papers/speakingtips.htm | null | s3://commoncrawl/crawl-data/CC-MAIN-2017-04/segments/1484560282110.46/warc/CC-MAIN-20170116095122-00274-ip-10-171-10-70.ec2.internal.warc.gz | en | 0.937854 | 1,166 | 3.203125 | 3 | HuggingFaceFW/fineweb-edu |
The heart of the Reggio Emilia philosophy is best reflected in an environment that encompasses the child with three “teachers”, or protagonists.
It is the child’s relationship with parents, teachers, and the environment that ignites their own knowledge and learning through a carefully curated curriculum that engages an... | <urn:uuid:63b7ea6f-acd0-4f5e-b868-853c60a07715> | CC-MAIN-2023-50 | https://www.rivereastschool.org/our-space | null | s3://commoncrawl/crawl-data/CC-MAIN-2023-50/segments/1700679100583.13/warc/CC-MAIN-20231206031946-20231206061946-00086.warc.gz | en | 0.937027 | 173 | 3.109375 | 3 | HuggingFaceFW/fineweb-edu |
Under plans announced today, trainee teachers will be forced to sit tough new literacy and numeracy exams before being allowed to enter the classroom amid concerns over standards in the three-Rs.
But how tough are the new tests really going to be? And how do they compare with the current system?
Find out for yourself b... | <urn:uuid:bbe4fc77-181d-4e34-a706-45ab68da6110> | CC-MAIN-2016-30 | http://www.telegraph.co.uk/education/9634138/Would-you-pass-the-new-trainee-teacher-test.html | null | s3://commoncrawl/crawl-data/CC-MAIN-2016-30/segments/1469257832475.43/warc/CC-MAIN-20160723071032-00007-ip-10-185-27-174.ec2.internal.warc.gz | en | 0.950319 | 551 | 2.90625 | 3 | HuggingFaceFW/fineweb-edu |
Fast Failure for Learning
photo: Ben Filio
Educators say failure is part of the learning process. So how come schools always expect success the first time around?
A land of tiny elves or a world of postapocalyptic robots might not resemble a classroom, but the problem-solving happening in a video game player’s mind oft... | <urn:uuid:fbee876e-2da9-40aa-a077-d771b1673d50> | CC-MAIN-2017-39 | http://hivepgh.sproutfund.org/blog/2013/06/13/fast-failure-for-learning/ | null | s3://commoncrawl/crawl-data/CC-MAIN-2017-39/segments/1505818689624.87/warc/CC-MAIN-20170923104407-20170923124407-00060.warc.gz | en | 0.959202 | 1,026 | 3.25 | 3 | HuggingFaceFW/fineweb-edu |
submitted by Donna Bollenbach, Suncoast Chapter
(originally printed in The Grapevine, the Suncoast Chapter's monthly newsletter)
Back in October, I ran into a friend at a native plant talk. He enthusiastically told me about a colony of Celestial Lilies, Nemastylis floridana, that were blooming in central Florida, and h... | <urn:uuid:d0b13a87-bb10-4c4b-910e-93b6b1fdb5e2> | CC-MAIN-2018-09 | http://fnpsblog.blogspot.cz/2016/12/ | null | s3://commoncrawl/crawl-data/CC-MAIN-2018-09/segments/1518891813608.70/warc/CC-MAIN-20180221103712-20180221123712-00000.warc.gz | en | 0.973652 | 549 | 2.59375 | 3 | HuggingFaceFW/fineweb-edu |
Presentation Speech by Professor H. Pleijel, Chairman of the Nobel Committee for Physics of the Royal Swedish Academy of Sciences, on December 10, 1938
Your Majesty, Your Royal Highnesses, Ladies
With what we know today of the structure of atoms, we understand perfectly the hopeless task undertaken by alchemists of old... | <urn:uuid:b6b633a4-2b63-4d47-97d4-1e7879b6b6af> | CC-MAIN-2017-17 | http://www.nobelprize.org/nobel_prizes/physics/laureates/1938/press.html | null | s3://commoncrawl/crawl-data/CC-MAIN-2017-17/segments/1492917122933.39/warc/CC-MAIN-20170423031202-00150-ip-10-145-167-34.ec2.internal.warc.gz | en | 0.965459 | 2,592 | 3.515625 | 4 | HuggingFaceFW/fineweb-edu |
Jumpstart! Storymaking is a collection of games and activities to develop the creative process of 'storymaking'. It focuses upon 'storytelling for writing' as well as creating a whole school culture of storytelling, reading and writing. Storymaking is the process of retelling, innovating and creating new stories. Like ... | <urn:uuid:39a26ef1-4eb6-48ca-82ee-59846b7eb499> | CC-MAIN-2017-22 | https://www.qbd.com.au/jumpstart-storymaking/pie-corbett/9780203886038/ | null | s3://commoncrawl/crawl-data/CC-MAIN-2017-22/segments/1495463607636.66/warc/CC-MAIN-20170523122457-20170523142457-00277.warc.gz | en | 0.916159 | 171 | 2.9375 | 3 | HuggingFaceFW/fineweb-edu |
The term patch
may refer to:
- Patch (synthesizer), a sound setting for musical synthesizers
- Patch cable, an electrical or optical cable used to connect devices for signal routing
- Autopatch or phone patch, used in amateur radio to access an outgoing connection
- Patch and mosaic, a habitat patch in landscape ecolog... | <urn:uuid:a68d9e7f-0129-4720-a01d-6d9e7192c97e> | CC-MAIN-2015-14 | http://www.reference.com/browse/cinder-patch | null | s3://commoncrawl/crawl-data/CC-MAIN-2015-14/segments/1427131304598.61/warc/CC-MAIN-20150323172144-00068-ip-10-168-14-71.ec2.internal.warc.gz | en | 0.838076 | 180 | 2.796875 | 3 | HuggingFaceFW/fineweb-edu |
Chapter 5 the binomial probability comment on the tree diagrams section the reversal of conditional probabilities when using tree diagrams. 658 chapter 9 discrete mathematics • determining probabilities • venn diagrams and tree diagrams • conditional probability • binomial distributions. Tree diagrams bayes's theorem p... | <urn:uuid:b47f3e63-dbac-4abb-a113-13efd08dbf71> | CC-MAIN-2018-30 | http://kwpaperryui.representcolumb.us/tree-diagrams-and-binomial-probabilities-chapter.html | null | s3://commoncrawl/crawl-data/CC-MAIN-2018-30/segments/1531676591332.73/warc/CC-MAIN-20180719222958-20180720002958-00319.warc.gz | en | 0.817311 | 800 | 3.984375 | 4 | HuggingFaceFW/fineweb-edu |
Online destinations to help you brush up on your tech skills
Reading, writing and arithmetic will always have their place, but coding, programming and designing are gaining in importance. Here’s how to keep up.
Blackboards and pencils are going the way of slate and inkwells as schools around Australia keep pace with in... | <urn:uuid:198368c6-4081-4bca-828d-9f64bd49c48e> | CC-MAIN-2021-17 | https://mcx.nbnco.com.au/blog/education/brush-up-on-your-tech-skills-online | null | s3://commoncrawl/crawl-data/CC-MAIN-2021-17/segments/1618038492417.61/warc/CC-MAIN-20210418133614-20210418163614-00360.warc.gz | en | 0.950525 | 939 | 2.890625 | 3 | HuggingFaceFW/fineweb-edu |
These are the things I CAN eat: Since fruits often contain allergens from different classes of food allergens, fruit allergic individuals may display different reactions to the same fruit. But things we do not eat can also contain allergens, and if these allergens closely resemble certain protein structures in our food... | <urn:uuid:90cba0dc-7d80-478f-946c-34c7bc03662d> | CC-MAIN-2022-49 | http://eblip8.info/latex/latex-food-allergy-list.php | null | s3://commoncrawl/crawl-data/CC-MAIN-2022-49/segments/1669446710765.76/warc/CC-MAIN-20221130160457-20221130190457-00774.warc.gz | en | 0.939458 | 545 | 2.828125 | 3 | HuggingFaceFW/fineweb-edu |
Controversy Associated With Dissociative Disorders
In a normal state, mental dissociation can occur, but a connection with the surroundings can easily be established if needed. However, for some individuals, mental dissociation is pervasive. It becomes hard for such individuals to recall experiences or break down their... | <urn:uuid:dea50d3a-340a-4685-aa98-8ee05fab7a6f> | CC-MAIN-2024-30 | https://eminencepapers.com/controversy-associated-with-dissociative-disorders/ | 2024-07-21T14:12:59Z | s3://commoncrawl/crawl-data/CC-MAIN-2024-30/segments/1720763517701.96/warc/CC-MAIN-20240721121510-20240721151510-00040.warc.gz | en | 0.93167 | 1,863 | 3.0625 | 3 | HuggingFaceFW/fineweb-edu |
Some 200 environmental and land defense activists were killed around the world last year, including 54 in Mexico, which became the deadliest country in the annual report by the international NGO Global Witness.
More than three-quarters of the killings took place in Latin America, with double-digit death tolls in Colomb... | <urn:uuid:14e9a9c3-e199-489a-9b01-5394821f811d> | CC-MAIN-2024-10 | https://www.peoplesworld.org/article/200-environmental-activists-killed-worldwide-last-year-says-global-witness-report/ | 2024-03-04T22:36:12Z | s3://commoncrawl/crawl-data/CC-MAIN-2024-10/segments/1707947476532.70/warc/CC-MAIN-20240304200958-20240304230958-00053.warc.gz | en | 0.98413 | 546 | 2.65625 | 3 | HuggingFaceFW/fineweb-edu |
The landscape of education has changed dramatically in recent years. Since the outbreak of COVID-19 online learning has become an increasingly popular mode of education for students of all ages.
Despite the gains made, online learning also comes with its unique set of challenges that can affect a student’s performance.... | <urn:uuid:c7e8e705-eb4b-4309-9013-3519cbff3be9> | CC-MAIN-2024-10 | https://www.china-scholar.com/effective-ways-to-maximize-online-learning-a-guide/ | 2024-02-22T16:28:29Z | s3://commoncrawl/crawl-data/CC-MAIN-2024-10/segments/1707947473824.13/warc/CC-MAIN-20240222161802-20240222191802-00599.warc.gz | en | 0.931502 | 2,850 | 2.890625 | 3 | HuggingFaceFW/fineweb-edu |
grinding - Search Results
Articles About grinding
Articles are sorted by RELEVANCE. Sort by Date.
One process for hard finishing gears is generating gear grinding. Due to its high process efficiency, generating gear grinding has replaced other grinding processes such as profile grinding in batch production of small- an... | <urn:uuid:d3ca20ce-fb3a-48bd-a3f3-457e84b3915e> | CC-MAIN-2018-30 | https://www.kaywa.geartechnology.com/subjects/grinding/ | null | s3://commoncrawl/crawl-data/CC-MAIN-2018-30/segments/1531676591455.76/warc/CC-MAIN-20180720002543-20180720022543-00562.warc.gz | en | 0.923884 | 11,476 | 2.65625 | 3 | HuggingFaceFW/fineweb-edu |
In cattle production, nothing is more important than fertility. Without it, herds can’t grow and milk doesn’t flow.
For decades, fertility in U.S. dairy cattle has been on a drastic decline. Every failure to conceive throws off the herd’s delicate rhythm of production, making it harder for farmers to deliver milk and o... | <urn:uuid:5ba38351-1211-4ef1-8462-16094265dbdf> | CC-MAIN-2018-26 | http://news.cahnrs.wsu.edu/article/dna-could-solve-puzzling-cattle-fertility-decline/ | null | s3://commoncrawl/crawl-data/CC-MAIN-2018-26/segments/1529267864256.26/warc/CC-MAIN-20180621172638-20180621192638-00118.warc.gz | en | 0.952942 | 752 | 3.53125 | 4 | HuggingFaceFW/fineweb-edu |
NUI Galway Research Highlights Harmful Effects of Noise Exposure
Monday, 20 December 2010
A Postgraduate research project recently completed in the School of Physics focusing on noise levels at Irish traditional music and Irish rock performances, has shown high levels of noise exposure among musicians and the potential... | <urn:uuid:05c7d9f8-0ab2-4534-b894-00b6ea11359a> | CC-MAIN-2017-17 | http://www.nuigalway.ie/about-us/news-and-events/news-archive/2010/december2010/nui-galway-research-highlights-harmful-effects-of-noise-exposure-1.html | null | s3://commoncrawl/crawl-data/CC-MAIN-2017-17/segments/1492917121000.17/warc/CC-MAIN-20170423031201-00278-ip-10-145-167-34.ec2.internal.warc.gz | en | 0.940994 | 680 | 2.71875 | 3 | HuggingFaceFW/fineweb-edu |
Nearly everyone wishes to live a happy and healthy life, but there are times when a person falls sick to some illness or gets injured. The most essential thing people need in times of difficulty, such as illness or injury, is financial support that could cover the medical expenses.
Health insurance is a valuable type o... | <urn:uuid:b17b53b9-8fc3-4f1d-bcf3-7730a42bd09b> | CC-MAIN-2024-18 | https://www.pettigrewmedical.com/the-growing-importance-and-value-of-medical-billing-services/ | 2024-04-16T14:37:58Z | s3://commoncrawl/crawl-data/CC-MAIN-2024-18/segments/1712296817095.3/warc/CC-MAIN-20240416124708-20240416154708-00201.warc.gz | en | 0.954602 | 1,646 | 3.34375 | 3 | HuggingFaceFW/fineweb-edu |
|SPACE TODAY ONLINE COVERING SPACE FROM EARTH TO THE EDGE OF THE UNIVERSE|
|COVER||SOLAR SYSTEM||DEEP SPACE||SHUTTLES||STATIONS||ASTRONAUTS||SATELLITES||ROCKETS||HISTORY||GLOBAL LINKS||SEARCH|
The first men and women who traveled in space — in the 1960s — depended on the sacrifices of other animals that gave their live... | <urn:uuid:9901ea01-5c5e-48a9-8b3d-1f40c2795e2c> | CC-MAIN-2017-04 | http://www.spacetoday.org/Astronauts/Animals/Dogs.html | null | s3://commoncrawl/crawl-data/CC-MAIN-2017-04/segments/1484560281492.97/warc/CC-MAIN-20170116095121-00325-ip-10-171-10-70.ec2.internal.warc.gz | en | 0.960791 | 5,706 | 3.5625 | 4 | HuggingFaceFW/fineweb-edu |
What Is Apraxia?
Apraxia is a neurological condition that is not well understood. people who have it, even though their muscles are normal,
Find it difficult or impossible to make certain motor movements. dyspraxia is recognized as milder types of apraxia.
Apraxia (called if mild “dyspraxia”) is a neurological disorder... | <urn:uuid:fa255253-187e-444f-a5be-49748f624a10> | CC-MAIN-2019-47 | https://health-reform-info.com/apraxia-symptoms-2019/ | null | s3://commoncrawl/crawl-data/CC-MAIN-2019-47/segments/1573496672170.93/warc/CC-MAIN-20191122222322-20191123011322-00458.warc.gz | en | 0.924578 | 1,030 | 3.90625 | 4 | HuggingFaceFW/fineweb-edu |
type of mills for plant cement,Cement mill - WikipediaA cement mill is the equipment used to grind the hard, nodular clinker from the cement kiln into . If more than this amount forms, crystallization of gypsum on their re-hydration causes .. The cement mills on a cement plant are usually sized for a clinker consumptio... | <urn:uuid:a0d378b3-21ce-403b-9c81-8e551ab1b6dd> | CC-MAIN-2019-18 | http://rejoicebc.co.za/17666_type-of-mills-for-plant-cement.html | null | s3://commoncrawl/crawl-data/CC-MAIN-2019-18/segments/1555578528702.42/warc/CC-MAIN-20190420060931-20190420082931-00538.warc.gz | en | 0.927693 | 155 | 2.828125 | 3 | HuggingFaceFW/fineweb-edu |
But a new study from a team led by molecular microbiologist Jacob Malone from the John Innes Center in the UK has found we might not be the only farmers involved in selection of positive traits. Plants themselves are more than capable of tailoring their ecosystem to 'farm' their favored species of microbe.
According to... | <urn:uuid:74e301f8-7245-46ab-8e65-f38e272b13e9> | CC-MAIN-2024-51 | https://www.sciencealert.com/these-hardy-plants-have-figured-out-how-to-farm-microbes-in-their-soil | 2024-12-07T08:08:45Z | s3://commoncrawl/crawl-data/CC-MAIN-2024-51/segments/1733066426671.73/warc/CC-MAIN-20241207071733-20241207101733-00465.warc.gz | en | 0.949185 | 903 | 3.625 | 4 | HuggingFaceFW/fineweb-edu |
The properties of metals provide unique benefits and advantage for their recycling. Unlike other recycled materials, such as paper and plastic, metals can be repeatedly recycled without degradation of their properties. Metals from secondary sources are just as good as metals from the primary sources.
Practiced since an... | <urn:uuid:adcb7dac-41a2-4a67-ad8a-28f28c9fedff> | CC-MAIN-2017-39 | http://www.themetalcasting.com/scrap-metal-recycling.html | null | s3://commoncrawl/crawl-data/CC-MAIN-2017-39/segments/1505818696653.69/warc/CC-MAIN-20170926160416-20170926180416-00290.warc.gz | en | 0.933007 | 1,529 | 3.1875 | 3 | HuggingFaceFW/fineweb-edu |
End of preview. Expand in Data Studio
FineWeb-Edu 100BT (Shuffled)
A globally shuffled version of HuggingFaceFW/fineweb_edu_100BT.
Part of the Smol-Data collection — tried and tested mixes for strong pretraining.
Dataset Description
This dataset contains the same ~100B tokens as fineweb_edu_100BT but with all documents globally shuffled (seed=42). Use this version when you need randomized document ordering for pretraining.
How It Was Created
The unshuffled dataset was loaded into memory, shuffled with dataset.shuffle(seed=42), and re-uploaded with 100 shards. See the smol_data.py script for details.
Usage
from datasets import load_dataset
ds = load_dataset("HuggingFaceFW/fineweb_edu_100BT-shuffled", split="train", streaming=True)
for sample in ds:
print(sample["text"][:200])
break
Citation
@misc{niklaus2026smoldata,
title={SmolData},
author={Joel Niklaus and Hynek Kydl{\'\i}{\v{c}}ek},
year={2026},
publisher={Hugging Face},
journal={Hugging Face repository},
howpublished={\url{https://huggingface.co/collections/HuggingFaceFW/smol-data}}
}
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Size of downloaded dataset files:
303 GB
Size of the auto-converted Parquet files:
303 GB
Number of rows:
102,063,987