sample_index int64 18 50k | scanned_index int64 18 50k | text stringlengths 183 66.7k | source_dataset stringclasses 1
value | url stringlengths 19 291 | _ntp_ordering dict |
|---|---|---|---|---|---|
34,885 | 34,885 | Words that start with Epizoa
A list of words that start with Epizoa (words with the prefix Epizoa). We search a large scrabble dictionary for scrabble words starting with epizoa - we take the letter or word you enter, and generate all words starting with Epizoa. In addition there is a list of Words that end with epizo... | mlfoundations/dclm-baseline-1.0 | http://www.wordfind.com/starts-with/epizoa/ | {
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"dclm_c4_original": 3.24765625,
"dclm_c4_rewritten": 3.402604166666667,
"dclm_x2": 3.3052083333333333
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"152m": {
"c4_original": 4... |
34,702 | 34,702 | Thomas’ Resume – Before and After
Strategy for the New Resume
As the first lines of a resume are highly valuable real estate—meant to capture and maintain a hiring manager’s interest—we chose to provide concrete evidence as to why Thomas is the perfect candidate for the stated position.
In his submitted resume, Thom... | mlfoundations/dclm-baseline-1.0 | https://www.resumeedge.com/products/resume-editing-sample/ | {
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"dclm_x2": 3.3421875
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"152m": {
"c4_original": 4... |
25,163 | 25,163 | NAME Perl::Critic::logicLAB - a set of Perl::Critic policies implemented and used by logicLAB VERSION This documentation describes version 0.08 SYNOPSIS % perlcritic --theme logiclab DESCRIPTION Perl::Critic::logicLAB is not a distribution of policies, it is more of a meta-package, implemented like the Task distributio... | mlfoundations/dclm-baseline-1.0 | http://www.cpan.org/modules/by-module/XML/JONASBN/Perl-Critic-logicLAB-0.08.readme | {
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"c4_rewritten": 4.359114583333333,
"dclm": 3.72421875,
"dclm_c4_original": 3.3171875,
"dclm_c4_rewritten": 3.461197916666667,
"dclm_x2": 3.336197916666667
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"average_loss_by_model_size": {
"152m": {
"c4_original": 3.965625,
... |
27,263 | 27,263 | The Alumni Directory is a database of University of Chicago alumni across all the schools and divisions. It’s a great way to find and reconnect with friends from UChicago or grow your professional network by 150,000 people, give or take.
Successful alumni are ready to share valuable information about their careers. In... | mlfoundations/dclm-baseline-1.0 | https://alumniandfriends.uchicago.edu/career-resources/alumni-directory | {
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"dclm_c4_rewritten": 2.5169270833333335,
"dclm_x2": 2.7098958333333334
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40,073 | 40,073 | Human Technology
Investigating the human role in existing and emerging technologies.
Continually evolving information and communication technologies (ICTs) touch nearly every aspect of our contemporary life. Development of these modern technologies is closely intertwined with human practices and social innovations. T... | mlfoundations/dclm-baseline-1.0 | http://humantechnology.jyu.fi/ | {
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"c4_original": 3.8122395833333336,
"c4_rewritten": 3.3375,
"dclm": 3.5140625,
"dclm_c4_original": 3.3361979166666664,
"dclm_c4_rewritten": 3.2044270833333335,
"dclm_x2": 3.3460937499999996
},
"average_loss_by_model_size": {
"152m": {
"c4_original": 4.03125,
... |
49,947 | 49,947 | This is the 501 West 110 Street Tenant's wiki. It was created 6/25/07 and is being updated as new information becomes available.
It is currently a public website and you are free to browse the site to gather important information about your legal rights as a tenant as covered under New York State law.
For access to F... | mlfoundations/dclm-baseline-1.0 | http://501west110street.wikidot.com/ | {
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"dclm_c4_rewritten": 3.4484375,
"dclm_x2": 3.45703125
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"152m": {
"c4_original": 3.7,
"c4_r... |
1,614 | 1,614 | Willkommen! Deutsch Language Switcher
How do I add a note to a task?
1. In your task list, tap on the task you wish to add a note for.
2. In the Notes section under the task details, tap the + icon on the right.
3. Enter your note then tap Done.
Still need help? EmailContact a human | mlfoundations/dclm-baseline-1.0 | http://www.rememberthemilk.com/help/?ctx=android.notes.addnote&hl=de | {
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"dclm_x2": 3.2385416666666664
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14,960 | 14,960 | Melrose is a village in Curry County, New Mexico, United States. The population was 736 at the 2000 census. The town is losing population due to rural exodus. Melrose is served by Melrose Elementary School and Melrose High School. William Hanna (1910–2001), co-founder of Hanna Barbera Studios, was born in Melrose.
Agr... | mlfoundations/dclm-baseline-1.0 | http://openjurist.org/law/agriculture-law/new-mexico/melrose | {
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"c4_original": 3.31328125,
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"152m": {
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16,233 | 16,233 | Team Building
Bring out the best in your employees
A committed and passionate workforce could mean the difference between an average business and an outstanding organisation. Robin Sharma talks about what it takes to build a winning team that will multiply and accelerate the growth of the business.
Article Menu Cate... | mlfoundations/dclm-baseline-1.0 | http://www.thehrportal.co.za/health-safety/team-building | {
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"c4_rewritten": 3.5515625,
"dclm": 3.653125,
"dclm_c4_original": 3.48125,
"dclm_c4_rewritten": 3.37265625,
"dclm_x2": 3.4833333333333334
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"average_loss_by_model_size": {
"152m": {
"c4_original": 4.35,
"c4_rewritten": 3... |
20,084 | 20,084 | The Lily Pad
Dog books review
You are able to use the help of one among numerous publications accessible to coach dogs. Some analysis on the internet may provide you with numerous dog publications accessible in the stands. Nevertheless, to select the proper book will be the most important component inside your coachi... | mlfoundations/dclm-baseline-1.0 | http://thelilypad.org/dogs-22.html | {
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"c4_original": 3.7552083333333335,
"c4_rewritten": 3.3895833333333334,
"dclm": 3.5690104166666665,
"dclm_c4_original": 3.3567708333333335,
"dclm_c4_rewritten": 3.2481770833333337,
"dclm_x2": 3.3953125
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"average_loss_by_model_size": {
"152m": {
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25,162 | 25,162 | Follow us onFacebookTwitterTwitter
1. The use of renewable energy sources will continue to increase, and fossil fuels will continue to play an important role in meeting the growing global demand for energy.
Currently fossil fuels are 82% of primary energy consumption, and they are projected to be 76% in 2035, pe... | mlfoundations/dclm-baseline-1.0 | https://powerincooperation.com/issues.aspx?issue=ClimateChange | {
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"c4_original": 3.488020833333333,
"c4_rewritten": 3.084375,
"dclm": 2.8783854166666667,
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"dclm_c4_rewritten": 2.64921875,
"dclm_x2": 2.6463541666666663
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"c... |
21,034 | 21,034 | The Finance Bench
The Finance District is a Web-site devoted to present finance news and details
Steps to Generate cash
September 30, 2013
With affiliate programs, it actually pays to function well with others. Understood as referral programs, associate programs are normally commission-based sales. You'll advise a ... | mlfoundations/dclm-baseline-1.0 | http://runrabbi1.jigsy.com/entries/general/Earnmoney4free | {
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"c4_original": 3.7458333333333336,
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"dclm": 3.3828125,
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"dclm_c4_rewritten": 3.1546875,
"dclm_x2": 3.26640625
},
"average_loss_by_model_size": {
"152m": {
"c4_original": 3.84375,
"... |
2,098 | 2,098 | To Five Star Laser Home Page
Dec-20-2014 03:45 : 0 Items
Shaw brothers movies on DVD
Hong Kong TVB Chinese TV series
Chinese Blu-Ray movies
SKU #:20855
Title:The Rippling Blossom
Starring: Julian Cheung , Michael Tse , Myolie Hang Yee Wu , Yeung Yi , Damian Lau
Aspect Ratio:Full Screen
Media Format:DVD - NTSC
Region C... | mlfoundations/dclm-baseline-1.0 | http://www.fivestarlaser.com/movies/20855.html?id=wS6KdAIJ:mv_arg=The_Rippling_Blossom | {
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"c4_original": 4.20703125,
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"dclm_c4_rewritten": 3.5447916666666663,
"dclm_x2": 3.4752604166666665
},
"average_loss_by_model_size": {
"152m": {
"c4_original"... |
11,546 | 11,546 | Dar Stellabotta Black Owl Demo Interview
Dar Stellabotta Black Owl Demo Interview
Dar Stellabotta is an independent female folk artist from southern Maryland. Dar has recently performed a U.S. Tour in 2012 and is getting ready to get back on the road and perform another U.S tour that will go through Canada as well. B... | mlfoundations/dclm-baseline-1.0 | http://www.femail.com.au/dar-stellabotta-black-owl-demo-interview.htm | {
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"c4_rewritten": 3.4192708333333335,
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"dclm_c4_original": 2.9247395833333334,
"dclm_c4_rewritten": 3.028125,
"dclm_x2": 3.0533854166666665
},
"average_loss_by_model_size": {
"152m": {
"c4_original": 4... |
45,823 | 45,823 | Cisco Unified IP Phone 7900 Series
Trust List Update Failed on Migrating IP Phones from CUCME to CUCM8.x
Cisco Unified Communications Manager (CUCM) Cluster 8.x introduced a new Security by default feature and the use of Initial Trust List (ITL) files. With this new feature, care must be taken when you move phones b... | mlfoundations/dclm-baseline-1.0 | http://www.cisco.com/c/en/us/support/docs/voice-unified-communications/unified-ip-phone-7900-series/113500-trust-list.html | {
"average_loss": {
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"dclm_c4_rewritten": 3.0015625,
"dclm_x2": 2.9953125
},
"average_loss_by_model_size": {
"152m": {
"c4_original": 3.54375,
"c4_rewritten":... |
17,244 | 17,244 | History of the Tanto Knife
Written by
The Tanto knife, an iconic weapon with a rich Japanese history, has roots that date back as early as the 10th century. While its artistic style and structure has changed since then, its design as a short sword ideal for stabbing and slashing has remained consistent for centuries.... | mlfoundations/dclm-baseline-1.0 | https://www.knife-depot.com/knife-information-170.html | {
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"dclm_x2": 2.9197916666666663
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"average_loss_by_model_size": {
"152m": {
"c4_original": ... |
48,700 | 48,700 | Know and Celebrate the Real You
Use the qualities that come most naturally to you to improve your life
and begin thriving.
Take The Free VIA Survey
Why do I need to know my Character Strengths?
Knowing your character strengths isn’t just interesting information. When skillfully applied, character strengths can actu... | mlfoundations/dclm-baseline-1.0 | http://www.viacharacter.org/www/Character-Strengths | {
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"dclm_x2": 3.11171875
},
"average_loss_by_model_size": {
"152m": {
"c4_original":... |
33,732 | 33,732 | How do you collect hand-painted Nippon China?
Quick Answer
Collecting hand-painted Nippon China involves knowing what to look for, locating sources and identifying the real pieces. Japanese manufacturers made Nippon porcelain from 1891 to 1921 for export to the U.S.
Continue Reading
Full Answer
The first step in ... | mlfoundations/dclm-baseline-1.0 | https://www.reference.com/hobbies-games/collect-hand-painted-nippon-china-bafcfd2ed9a928ef | {
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"152m": {
"c4_original": 3.753125,... |
25,735 | 25,735 | remote air cleaner
Discussion in 'Hustler Turf Equip (Archived)' started by gps_jetskier, May 3, 2005.
1. gps_jetskier
gps_jetskier LawnSite Senior Member
Posts: 303
Anyone have the part number for the remote air cleaner for a Hustler Z. Mine's doesn't have it. Thought if it's going to the dealer, I m... | mlfoundations/dclm-baseline-1.0 | http://www.lawnsite.com/threads/remote-air-cleaner.105986/ | {
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"152m": {
"c4_original": ... |
23,224 | 23,224 | Weight Loss / July 15, 2013
How to Use Mulberry for Weight Loss
How to Use Mulberry for Weight Loss
Mulberries, if included in your diet, can yield a lot of benefits; specifically, weight loss and anti-aging effects. Antioxidants, resveratrol, fiber, and protein – these are but a few of the healthful nutrients that ... | mlfoundations/dclm-baseline-1.0 | http://nataliarocon.com/how-to-use-mulberry-for-weight-loss/ | {
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"c4_rewritten": 2.840625,
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"dclm_x2": 2.5841145833333337
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"152m": {
"c4_original": 3... |
25,970 | 25,970 | FullFork is a non-profit artistic association founded by Giuseppe Buccì in November 2011.
The name FullFork is a metaphorical representation of the means of nourishing originai dance production with the tool being the "Fork" and the Full" symbolising the complete spectrum of creative arts as the food.
The philosophy ... | mlfoundations/dclm-baseline-1.0 | http://fullforkassociation.com/ | {
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"dclm_x2": 3.8932291666666665
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18,497 | 18,497 | Our SMRT technology harnesses the natural process of DNA replication, which is a highly efficient and accurate process. The enzyme responsible for replicating DNA in nature is called the DNA polymerase. The DNA polymerase attaches itself to a strand of DNA to be replicated, examines the individual base at the point it ... | mlfoundations/dclm-baseline-1.0 | http://www.pacb.com/products/smrt-technology/ | {
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"dclm_x2": 3.17421875
},
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"152m": {
"c4_original": 4.2875,
"c4... |
20,367 | 20,367 | What are the characteristics of a Byronic hero?
Quick Answer
The Byronic hero is characterized as being arrogant, violent, reckless, seductive, traumatized and self-serving. Developed by 19th-century poet Lord Byron, this type of character rejects social norms and exists as a form of antihero, or a protagonist lacki... | mlfoundations/dclm-baseline-1.0 | https://www.reference.com/art-literature/characteristics-byronic-hero-2e86ad632af20bc | {
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"dclm_c4_rewritten": 2.68359375,
"dclm_x2": 2.678125
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"average_loss_by_model_size": {
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"c4_original": 3.8625,
"c4... |
21,836 | 21,836 | While attending PASS Summit this year, I got the opportunity to hang out with Brent Ozar (Blog|Twitter) one afternoon while he did some work for Yanni Robel (Blog|Twitter). After looking at the wait stats information, Brent pointed out some potential problem points, and based on that information I pulled up my code fo... | mlfoundations/dclm-baseline-1.0 | https://www.sqlskills.com/blogs/jonathan/an-xevent-a-day-30-of-31-tracking-session-and-statement-level-waits/ | {
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"dclm_x2": 2.995833333333333
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"152m": {
"c4_original": 3.759375... |
34,734 | 34,734 | Minimum RAM Required : 128 KB
128 KB is part of the Minimum RAM Required category.
You are currently viewing games for PC Booter that are marked as Minimum RAM Required : 128 KB. Games for other platforms are also tracked by this attribute. You can restrict the list of games below to any of the following platforms:
A... | mlfoundations/dclm-baseline-1.0 | http://www.mobygames.com/attribute/sheet/attributeId,98/offset,25/p,4/so,0a/ | {
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"c4_original": 4.215364583333333,
"c4_rewritten": 4.072916666666667,
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"dclm_c4_rewritten": 3.51953125,
"dclm_x2": 3.4263020833333333
},
"average_loss_by_model_size": {
"152m": {
"c4_original": 4.30625,... |
44,271 | 44,271 | Dust and other harsh elements that go inside the air intake can harm the valves, pistons, and other engine components. Good thing, the Volvo V90 air filter is there to take away damaging elements from air right before it flows into the intake manifold. As the air filter collects more dirt, it will be filled with gunk e... | mlfoundations/dclm-baseline-1.0 | http://www.partstrain.com/ShopByDepartment/Air_Filter/VOLVO/V90 | {
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},
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"152m": {
"c4_original": 3.99062... |
13,546 | 13,546 | Copper Metal
Easily Turn Copper Scrap Metal Into Cash
Recycling is an important part of our society now. There are many benefits to it from economic to environmental. There are also lots of ways that people can recycle materials, and many people do with regular household waste such as glass and paper. But, there are ... | mlfoundations/dclm-baseline-1.0 | http://www.njcashisking.com/copper-metal/ | {
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"dclm_c4_rewritten": 2.7828125000000004,
"dclm_x2": 2.8895833333333334
},
"average_loss_by_model_size": {
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"c4_o... |
30,180 | 30,180 | What is Impression Management?
Article Details
• Originally Written By: Osmand Vitez
• Revised By: Rachel Catherine Allen
• Edited By: Jenn Walker
• Last Modified Date: 02 February 2017
• Copyright Protected:
Conjecture Corporation
• Print this Article
Free Widgets for your Site/Blog
Impression manag... | mlfoundations/dclm-baseline-1.0 | http://www.wisegeek.org/what-is-impression-management.htm | {
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35,607 | 35,607 | [ Back to Quiz | Quiz Script ]
Enjoying the Zoo
Explanation of Answers
Loading the player ...
[ What are these different audio choices? ]
[ Other Audio Options: Play RealMedia | Play Window Media ]
These questions are somewhat harder because much has to be inferred from what the little boy says.
1. What did the bo... | mlfoundations/dclm-baseline-1.0 | http://esl-lab.com/zoo/zooex1.htm | {
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"c4_original": 4.2125,... |
1,806 | 1,806 | Deep Impact And High Pressure: Deep Tissue Massage
• Currently 3/5 Stars.
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Deep tissue massage is the meat-and-potatoes course on the menu of massage treatments, offering concentrated therapy at a more basic level than most other types of rubdowns. Thanks to the rising interest in perso... | mlfoundations/dclm-baseline-1.0 | http://www.lifescript.com/health/centers/pain/alternative_treatments/relaxation_therapies_articles/deep_impact_and_high_pressure_deep_tissue_massage.aspx | {
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"average_loss_by_model_size": {
"152m": {
"c4_original": 3.840625,
... |
39,026 | 39,026 | Does a man wear an earring in his left ear or his right ear?
Quick Answer
A man wears an earring in whichever ear he pleases. At one point in American history, there was supposedly an encoded message about sexuality contained a man's choice of the left or right side, but today, having an earring on either side means... | mlfoundations/dclm-baseline-1.0 | https://www.reference.com/beauty-fashion/man-wear-earring-his-left-ear-his-right-ear-46a9f7db77c56c77 | {
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"dclm_x2": 3.1291666666666664
},
"average_loss_by_model_size": {
"152m": {
"c4_original": 4... |
2,171 | 2,171 | Student Learning Outcomes
Students who graduate with a Bachelor of Arts in Visual and Performing Arts will have:
1. Developed a multidisciplinary and global perspective in the arts.
2. Learned the skills of critical analyses using works of art from a broad range of cultures and styles.
3. Learned the tools necessar... | mlfoundations/dclm-baseline-1.0 | http://www.csusm.edu/assessment/portfolios/vpa/slo.html | {
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"152m": {
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"c4_rewrit... |
18,049 | 18,049 | Errand Service & How to Charge
Errand services are a great way for those with busy schedules to have their errands completed by someone else for a fee. This fee varies from city to city, and even state to state. It also depends on the type of errand service needed, and how much of the errand runner's time is needed. ... | mlfoundations/dclm-baseline-1.0 | http://www.ehow.com/how_5434882_errand-service-charge.html | {
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"dclm_c4_rewritten": 2.7484375,
"dclm_x2": 2.74765625
},
"average_loss_by_model_size": {
"152m": {
"c4_original": 3.78125,
"c4... |
30,863 | 30,863 | Michaela Romanini
Michaela Romanini and Plastic Surgery
michaela romanini plastic surgeryMichaela Romanini is an Italian socialite that is in her mid-40’s. She apparently likes to tan, get plastic surgery and avoid plucking her eyebrows…WTF?!
Remember good ol’ Italian socialite Michaela Romanini? Not a whole lot is ... | mlfoundations/dclm-baseline-1.0 | http://famousplastic.net/category/michaela-romanini/ | {
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},
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"152m": {
"c4_original"... |
8,503 | 8,503 | Online chat boosts lying, say researchers
Posted by Kate Taylor
People are more likely to lie when communicating electronically, and email generates more fibs than instant messaging.
University of Massachusetts Amherst researchers looked at 110 same-sex pairs of college students who engaged in 15 minute conversation... | mlfoundations/dclm-baseline-1.0 | http://www.tgdaily.com/general-sciences-features/59673-online-chat-boosts-lying-say-researchers | {
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"dclm_c4_rewritten": 3.2921875,
"dclm_x2": 3.2791666666666663
},
"average_loss_by_model_size": {
"152m": {
"c4_original": 4.3125,
... |
36,184 | 36,184 | Punctuation Point: Joining Independent Clauses
by Erin Brenner on November 11, 2010
Recently, someone asked me about joining two independent clauses to make a compound sentence. She thought such a sentence would need a comma, but she often found them missing. Today, we’ll review how to join independent clauses.
Firs... | mlfoundations/dclm-baseline-1.0 | http://thewritingresource.net/2010/11/11/punctuation-point-joining-independent-clauses/ | {
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"dclm_c4_rewritten": 3.249739583333333,
"dclm_x2": 3.2263020833333336
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"average_loss_by_model_size": {
"152m": {
"c4_origi... |
40,483 | 40,483 | What are the disadvantages of using oil?
Quick Answer
One of the biggest disadvantages of using oil is that it is a nonrenewable source of energy, which means that once supplies are exhausted, there is no way to produce more. Oil also poses significant risks to the atmosphere and water bodies; oil spills, for instan... | mlfoundations/dclm-baseline-1.0 | https://www.reference.com/science/disadvantages-using-oil-5117b87e204ec644 | {
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"dclm": 2.8671875,
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"dclm_c4_rewritten": 2.67265625,
"dclm_x2": 2.6539062500000004
},
"average_loss_by_model_size": {
"152m": {
"c4_original": 4.15,
"c4_rewri... |
6,625 | 6,625 | Adolescent Medicine
Sometimes it's difficult to see your child as anything but that: a child. Yet, in many ways, teens today are growing up faster than ever. They learn about violence and sex through the media and their peers, but they rarely have all the facts. That's why it's so important for you to talk to your k... | mlfoundations/dclm-baseline-1.0 | http://www.nemours.org/service/medical/adolescentmedicine.html?tab=about&kidshealth=23006 | {
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"dclm": 2.8401041666666664,
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"dclm_c4_rewritten": 2.6541666666666663,
"dclm_x2": 2.6369791666666664
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"average_loss_by_model_size": {
"152m": {
"c4_o... |
39,276 | 39,276 | Rugs have a huge amount of potential when it comes to interior design and they are often used by their owners for more than just floor coverings. The fact is that the style potential of these additions gives them an awful lot of say when it comes to impact of your interior design. Why limit them to filling floor space ... | mlfoundations/dclm-baseline-1.0 | https://www.therugseller.co.uk/blogwp/which-rugs-work-best-as-wall-art-4219 | {
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"dclm_c4_rewritten": 3.3377604166666663,
"dclm_x2": 3.50546875
},
"average_loss_by_model_size": {
"152m": {
"c4_original"... |
21,581 | 21,581 | Home » Business » Network Marketing
Ethical Networking For Home Business Success
Aug 17, 2007
Networking is obviously an essential part of network marketing. Every successful network marketer knows this to be true. Although networking is such an intricate part of network marketing, the two terms are not synonymous. H... | mlfoundations/dclm-baseline-1.0 | http://www.artipot.com/articles/29881/ethical-networking-for-home-business-success.htm | {
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"c4_original": 3.6770833333333335,
"c4_rewritten": 3.25625,
"dclm": 3.1453125,
"dclm_c4_original": 3.0434895833333333,
"dclm_c4_rewritten": 2.9526041666666667,
"dclm_x2": 2.94609375
},
"average_loss_by_model_size": {
"152m": {
"c4_original": 3.809375,
"c... |
37,216 | 37,216 | If you're a junk-food junkie, your eating habits may be sabotaging your overall health. While junk foods are often tasty to eat, they provide very few vitamins and minerals and they tend to pack in the calories. Over time, eating a high junk-food diet may increase your risk of developing nutritional deficiencies and ch... | mlfoundations/dclm-baseline-1.0 | http://healthyliving.azcentral.com/disadvantages-junk-food-18910.html | {
"average_loss": {
"c4_original": 3.2533854166666667,
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"dclm_c4_original": 2.3716145833333333,
"dclm_c4_rewritten": 2.2807291666666667,
"dclm_x2": 2.250130208333333
},
"average_loss_by_model_size": {
"152m": {
"c4_original":... |
32,975 | 32,975 | RT Mixxmag - шаблон joomla Книги
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caverta 100 review, 50mg - 120 pills, Puerto Rico.... | mlfoundations/dclm-baseline-1.0 | http://www.detdom-rodnichok.ru/index.php?option=com_k2&view=itemlist&task=user&id=112203 | {
"average_loss": {
"c4_original": 3.6557291666666667,
"c4_rewritten": 3.76015625,
"dclm": 3.38046875,
"dclm_c4_original": 3.1075520833333337,
"dclm_c4_rewritten": 3.198177083333334,
"dclm_x2": 3.13359375
},
"average_loss_by_model_size": {
"152m": {
"c4_original": 3.678125,
... |
13,573 | 13,573 | A Stegosaurus skeleton on a sandbar
National Park Service
Problems with the Fossil Record
The fossil record can give us large amounts of knowledge. But there are many other ways that the fossil record is incomplete or misleading. Scientists must keep these problems in mind when they are reading the fossil record to ... | mlfoundations/dclm-baseline-1.0 | http://animals.howstuffworks.com/dinosaurs/dinosaur-bones2.htm | {
"average_loss": {
"c4_original": 3.8190104166666665,
"c4_rewritten": 3.391666666666666,
"dclm": 3.1875,
"dclm_c4_original": 3.080989583333334,
"dclm_c4_rewritten": 2.9906249999999996,
"dclm_x2": 2.97578125
},
"average_loss_by_model_size": {
"152m": {
"c4_original": 3.946875,
... |
5,157 | 5,157 | New York City office buildings to be cooled by ice cubes
This animated explanation of global warming from An Inconvenient Truth claims all of our problems can be solved by dumping large ice cubes in the ocean. It's not the only way ice can help save the planet — several large New York City-based companies are actually... | mlfoundations/dclm-baseline-1.0 | http://www.dvice.com/archives/2007/07/new-york-city-office-buildings.php | {
"average_loss": {
"c4_original": 4.133333333333333,
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"dclm_x2": 3.3809895833333337
},
"average_loss_by_model_size": {
"152m": {
"c4_or... |
44,689 | 44,689 | About Computer Heat sinks:
Computer heat sinks are vital to keep modern processors cool. There are several common chips that require heat sinks to function. These include the CPU, the Memory controller and the video processor. Some computers also have heat sinks on the RAM and other chips on the motherboard (usually o... | mlfoundations/dclm-baseline-1.0 | http://everything2.com/title/heat+sink?showwidget=showCs1673578 | {
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"average_loss_by_model_size": {
"152m": {
"c4_original": 3.9125,
"c4... |
DCLM and FineWeb-Edu NTP Evaluation Retained 3K
This repository contains two 3,000-document subsets retained by the next-token prediction (NTP) ordering analysis:
dclm: 3,000 unique documents selected fromdclm_new_eval50k.jsonl, originally sampled frommlfoundations/dclm-baseline-1.0.fineweb_edu: 3,000 unique documents selected fromfineweb_edu_new_eval50k.jsonl, originally sampled fromHuggingFaceFW/fineweb-edu(sample-10BT).
Load either configuration with:
from datasets import load_dataset
dclm = load_dataset(
"ardauzunoglu/dclm-fineweb-ntp-eval-3k",
"dclm",
split="train",
)
fineweb_edu = load_dataset(
"ardauzunoglu/dclm-fineweb-ntp-eval-3k",
"fineweb_edu",
split="train",
)
Validation
Each subset has exactly 3,000 unique document texts. Every record is an exact
match to its corresponding 50K source record after excluding the added
_ntp_ordering field. No selected text is missing from its source.
Source-set text uniqueness:
- DCLM source: 49,961 unique texts among 50,000 rows.
- FineWeb-Edu source: 49,996 unique texts among 50,000 rows.
The byte-identical selection JSONL files are also retained under raw/ for
auditability. Their SHA-256 checksums are:
raw/dclm.jsonl:35c2218773f3ae6d208176656791cc750beaf125d309057c53d44b438b0f0db8raw/fineweb_edu.jsonl:98ada9a36e82bc17a6449f1212b636b62f646b36706ea2b13630c429a9895a31
SHA-256 checksums of the loadable Parquet files:
data/dclm.parquet:fc272910f6ac7639eee20682660b458f57141dedd99bed45768c34b7925b761fdata/fineweb_edu.parquet:6080c9d3208912e690fd668facac9395d93761d112a33b0ba973fc6f55c5085a
Selection metadata
The _ntp_ordering object preserves the selection provenance and contains:
- the selection rank and ordering(s) matched;
- minimum adjacent-loss gaps and ordering-specific margins;
- aggregate average losses for each training condition;
- average losses broken down by evaluated model size (
55m,152m,670m, and1p4b); - for the DCLM configuration, the required 1.4B-model DCLM-pair dominance margin.
Lower NTP loss means better performance. Condition names used in the metadata
are dclm_x2, dclm_c4_rewritten, dclm_c4_original, dclm,
c4_rewritten, and c4_original.
The Parquet schema contains every possible ordering-margin key. A null margin means that the document did not match (or was not selected for) that ordering; the raw JSONL omits those keys instead.
Source datasets
The documents retain their original source metadata. Refer to the upstream DCLM and FineWeb-Edu dataset cards for their provenance, licensing, and usage terms.
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