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neocorpus-a3bedd9135bf58f55efaeb70
Environmentally Friendly Kitchen Checklist Start with the basics, then consider larger improvements to save energy, reduce your use of nonrenewable resources, and conserve water. When replacing kitchen cabinets, choose solid wood certified by the Forest Stewardship Council (FSC) for sustainability. Choose energy-eff...
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What Is Real Tone on the Pixel 6 Camera and How Will It Help You Shoot Better Portraits? When taking a photo, most of us don't bother going into the camera settings of our device to try and make our shot the best it can be. Instead, we rely on our device and trust that the auto mode will do the job for us and snap a s...
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Anemia and low and high levels of hemoglobin have been associated with increased mortality and morbidity. However, most studies have measured hemoglobin at only 1 time point, and few studies have considered possible reverse causation. We used data from the Women's Health Initiative, in which baseline hemoglobin was mea...
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This effect can be very dramatic. 1. Since generally V drops with baseline length, the SNR will normally be worst on the longest baselines. 2. It is instructive to look at the asymptotic behavior of Equation 1 for NV 2 » 1 and for NV 2 « 1. These two cases are usually referred to as the "photonrich" and "photon-starved...
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The SOUSVIDE ART Cooker Kit is a comprehensive package that includes a 1000 Watt stainless steel immersion circulator with a universal clamp, making it adaptable to any cookware. The kit goes beyond the basics by providing 30 BPA-free reusable vacuum bags, a vacuum seal pump, clips, clamps, and a recipe book. This all-...
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Can't give you a picture from the wire,I routed it underneath the inner plastic wheel cap and drilled a hole to the cabin compartment (passenger side) . But here is a picture from my boostmeter and air fuel meter and for the people that don't understand why I needed a boostmeter even with the RS monitor is because the ...
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Featured Research from universities, journals, and other organizations Polar bear droppings advance superbug debate Date: January 15, 2010 Source: BioMed Central Summary: Scientists investigating the spread of antibiotic-resistant superbugs have gone the extra mile for their research -- all the way to the Arcti...
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Doctors have drawn up plans to sequence the full genetic code of thousands of people in a landmark project to personalise their medical care. Volunteers will have all six billion letters of their genome read, stored and linked to their medical records to help doctors prescribe more effective drugs and other therapies. ...
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How to create a window frame in a van Much like every process when converting a van, you will find that there are 101 different ways to approach it – building a window frame is no exception! This method of framing a window is perhaps not the norm, however, we think it's the best! Note: this window frame acts as part ...
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Abstract Diabetic macular edema (DME), a serious eye complication caused primarily by hyperglycemia, is one of the major causes of blindness. DME, which is characterized by cystic retinal thickening or lipid deposition, is prone to relapse after successful treatment. DME is a complex pathological process caused by mult...
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"Lameness is the number one animal welfare issue," Travis Busman with Busman Hoof Care said at the 2016 Vita Plus Dairy Summit. The hoof trimmer and consultant with Sure Step Consulting International explained to dairy producers why 55 percent of cows in the U.S. walk with a limp and what to do about it. Why do cows go...
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"An attenuation of that immune system vigilance in the form of an anti-inflammatory effect could, conceivably, help give cancer the upper hand," Katz notes. His advice? Eat foods rich in omega-3 fats (salmon, almonds, yogurt, eggs), but don't overdo it. Even take a fish oil vitamin. It's safe. Thankfully, my husband's ...
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What is the principal cause of convection in Earth's mantle? Convection Currents in the Mantle Heat in the mantle comes from the Earth's molten outer core, decay of radioactive elements and, in the upper mantle, friction from descending tectonic plates.. What is a destructive force caused by the is a destructive force?...
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Wildlife officials plan bear webinars Floridians wanting to know more about black bear populations in the state might want to participate in one of three seminars state wildlife officials are offering via the Internet over the next week. The Florida Fish and Wildlife Conservation Commission plans webinars on Thursday, ...
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years wooden floors will undergo a natural change in appearance and this is known as the oxidation process, this is why hardwood floors change colour tone over time and should never be deemed as faulty it's a natural process. The attraction to wood is the natural the ability of wood to breathe and change over time that...
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15 Facts on HCl + Na: What, How To Balance & FAQs A metal immersed in acid will gradually dissolve as the chemical reaction consumes it. The sodium flame test gives strong orange color. Let us see facts about HCl +Na. HCl acid is a strong acid with a pKa value of -7. Sodium is an element with atomic number 11 belonging...
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How to write your vocal range From: Jon B. Category: teacher english Share this post: Every voice has a natural range — the range of notes a person can create comfortably. Some people have larger vocal ranges than others and women's vocal ranges are typically higher than men's. If you're a singer and want to expand you...
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Question: We had a cow that just kept getting bigger and bigger the closer she got to calving. She was down one night when we checked on her, and she could not get back up. We were going to call the vet the next day, but she died. We cut her open, and she was full of fluid and had a normal, but small, calf in her. What...
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− ----- − Contents + == Global Hacker Radio Content == + + Linkreincarnate: I want to organize other hackerspaces to create content for our broadcasts + AnB: will consign Nb classes<br> + AnB: Wants to see some group(s) with a morning show, could rotate daily. + 1.'''News'''<br> + LinkReincarnate: 3 hou...
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Drowning reminding parents to ensure kids are safe by the water The death of Young County boy is serving as a reminder to parents to take the necessary steps to ensure the safety of kids near the water, whether around swimming pools or lakes and rivers. According to helpandhope.org, 49 kids have drowned in Texas so f...
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Almost all considerably, he's began the lawful concern for you to Jamaica's anti-sodomy legislations in the Inter-American Commission rate with Individual Rights. However as long as they claim they are, next they will create a resolve whether the state gets the directly to ascertain a matrimony is merely in between a m...
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Within 30 days after flowering, the leaves die off. If the plant grows in gardens with warm winters, then the aboveground part of the plant is cut off and laid on top of the tubers, additionally covered with foliage and branches. In cases where the winter temperature drops below zero, Ixia is dug up, the bulbs are drie...
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Harvest of the Month: Herbs (Recipe Included) One of the best ways to improve the flavor of your food is with this month's harvest – herbs! Summer is the season of fresh herbs. They are the a big part of the tastes we associate with summer – basil in a caprese salad, mint in tabbouleh, dill in chicken or potato salad,...
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Share on other sitesSorry for nitpicking here, but it may be important to note that the above is in fact wrong. It is correct for those who use as "rest system" a system in which they are in rest. And while that is the assumption in Einstein's illustrations, it is in common modern practice rarely the case; usually peop...
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Students Build a Community A long-term project whereby students live rent-free in disadvantaged neighborhoods, they each mentor a group of local schoolchildren and enrich the community. Netanya, Akko, Rishon Lezion Rationale For children growing up in poor and distressed neighborhoods, role models of success are ‎hard ...
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Why is the Aegean Sea so clear? As we know, light and CO2 are abundant in the Mediterranean sea, but nitrates and ammonia (a form of phosphorus) are in short supply. … The result of all these factors is the clear, blue water that all mediterranean divers know and love so well.. Is the Aegean Sea dangerous? The answer i...
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Over the three-year study period, 62 out of the 1059 participants developed symptoms of dementia. A significant number of those who developed dementia followed a high inflammatory diet with a DII score of -0.06 or lower. The researchers discovered that every one-point increase in the DII score raised the risk of develo...
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The National Institute of Allergy and Infectious Diseases (NIAID) today announced a $9 million award to help reveal the genetic secrets of malaria, a complex disease responsible for up to 3 million deaths worldwide each year. Through the grant to Celera Genomics Group, NIAID has expanded its efforts to determine the ge...
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cars were computers then one liter of fuel would provide all the UK's needs for one year and oil reserves would last the expected lifetime of the solar system. That is, if efficiency in cars had improved at the rate computers have. This according to Steve Furber, a computer engineer at the University of Manchester, in ...
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@hawthorne: you might be pleased to know that actually, even if you were cut by a monofilament, it would probably not hurt, or at worst, possibly screw up the DNA and other delicate structures of cells it passed through. At these scales, the thread would not push molecules far enough apart to sever bonds, and bonds tha...
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Laurel Highlands Historical Village Inc N.P. Who We Are To provide a forum to inspire, motivate and teach young people about their rich cultural and ethnic inheritance through storytelling, handicrafts and skills demonstrations and seminars, period architecture, garments, tools and lifestyles. We want to provide a powe...
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(Walter Bagehot and Adam Smith, part 5) Happy Monday! Thus far, we have reviewed the first few pages of Bagehot’s 1876 essay “Adam Smith as a Person” (pp. 18-26 or paragraphs 1-12, to be more precise); today, we will turn to the next three pages of his excellent essay (pp. 26-29 or paragraphs 13-15). After joining the ...
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Specifically, a short piece of the HIV gp120 protein in a region known as the V2 loop recognizes the alpha 4 chain of the integrin molecule on host cells. This stretch of the V2 loop is similar to part of the naturally occurring molecules that bind integrin alpha 4 beta 7. Thus, it appears that HIV is mimicking the nat...
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When Should I Test My Well Water? The best time to test for contaminant in well water is during the spring or summer following a rainy period. Testing for bacteria should be conducted after repairing or replacing a well pump or piping. If a new baby is expected in the home, it is a good idea to test for bacteria and ...
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leadership Leadership Coaching Leadership coaching is all about giving your leaders the skills and tools within themselves to maximise performance, both within themselves and for their colleagues. Why coach our leaders? It may sound strange that Leaders need coaching but in a study by Gartner in 2019, only 50% of leade...
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Chapter 7: Tortellini En Brodo Secrets - A Deep Dive into Pastificio Excellence In the vast landscape of Italian culinary tradition, pasta holds a singularly esteemed place. Among its myriad forms, tortellini en brodo stands as a testament to Italy's gastronomic prowess. An unassuming name may belie its profound compl...
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My various opinions on Jessy Jessy. That "bold, sparkling" kittypet who won Bramblestar's heart. So, when she first came, she snapped at Bramblestar to leave her alone. But, a few seconds later she is getting between mate defending him. How is this possible? They JUST met. She JUST made it clear she was going to be hos...
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Q: You're considered one of the top prospects in the Padres organization. How do you deal with some of that hype, some of those outside distractions, while trying to also get better at your game? A: I try not to think about it. I think once you start thinking about that stuff is when you start going downhill. I'm just ...
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Humans can be emotionally manipulated by robots: Study August 5, 2018 August 5, 2018 London: Researchers from the University of Duisburg-Essen in Germany have found that humans are susceptible to emotional manipulation by robots. The findings indicated that humans have such a strong tendency to anthropomorphize — a...
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Avoid the accumulation of dirt on the roof, such as dry leaves and branches, as this encourages the growth of moss. With regular cleaning with a leaf blower, it is enough to keep it clean. How to remove moss from the roof naturally – homemade methods to get a clean roof If it is too late to prevent the moss from appear...
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Anthocyanin Rich Berries over 46,000 women and 23,000 men. The results of the study concluded that the participants in the study who consumed anthocyanin rich foods such as strawberries and blueberries even once a week saw a significant reduction in their risks for heart disease. The study also noted that the participa...
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Even as US spending on healthcare skyrockets, impoverished Americans continue to fall ill and die of preventable conditions. Although the majority of health outcomes are shaped by non-medical factors, public and private healthcare reform efforts have largely ignored the complex local circumstances that make it difficul...
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Audio production is the procedure of planning and making noises that create a sound-visual effect. It contains audio croping and editing, audio make up, narration, synthesizer computer programming, appearfunctionality and taking, and so forth. It needs quite a lot of specialized expertise and knowledge, and entails wor...
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Archive for: Uncategorized Fall is the perfect time to get outside as a family before the weather starts to get ch-ch-chilly! And I don't know if it's because my home office is next to a window that faces a park and I get to look at trees all day or if it's because we are taking more neighbourhood walks than ever befor...
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Unveiling the Secrets of Canine Dermatology: From allergies and rashes to itchy scratchy pets, we can help! There are many things that can ail a dog with their skin: - Skin Cancer - Dog Skin Allergies It is important not to self-diagnose dog skin issues for several crucial reasons: Lack of Expertise: Pet owners typical...
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The Creepiest Game You've Never Heard Of Back in the mid 1990s, some unique stuff happened in gaming, but few things are weirder than the bizarre PC adventure game The Dark Eye: A puppet adventure game based on the works of Edgar Allan Poe and starring one of the 20th century's most influential authors, William S. Burr...
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The paper plate will be used for the base of the wreath. Cut the inner plate circle out leaving the rim as the wreath. Step 2 Next, cut the egg cups out from the egg carton. The long cone shaped ones can be used for smaller flowers as well. Shape into flowers using the scissors cutting down towards the bottom of the ...
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प्रवर्ग मेटा Monthly Archives for ऑगस्ट 1977 The world is full of very cool, well written content. When you find one that catches your eye, you have to post it, well i do! so with consent of the original author i've posted this to benefit from Analogue and digital communications each have their supporters as well a...
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Nobel prize in medicine awarded for research on evolution Swedish scientist Svante Paabo won this year's Nobel Prize in medicine Monday for his discoveries on human evolution that provided key insights into our immune system and what makes us unique compared with our extinct cousins, the award's panel said. Paabo has...
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Some like it cool THE "universal ancestor" that gave rise to all life couldn't take the heat, according to French researchers. Many biologists believe that life originated in near-boiling waters around volcanic vents. But to be stable at these temperatures, RNA molecules must form strong bonds, which means that more ...
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Immunization Requirements Children must have proof of all required immunizations, or a valid exemption, in order to attend school in Arizona. IMMUNIZATIONS RULES FOR STUDENTS REGISTERING FOR SCHOOL (preschool, kindergarten, new students) You will need your child's Immunization Record. It must show the date your child w...
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The defect length of a corrosion defect in a pressurized steel pipe is normally distributed with mean value 30 mm and standard deviation 7.8 mm [suggested in the article ?"Reliability Evaluation of Corroding Pipelines Considering Multiple Failure Modes and Time-Dependent Internal Pressure" ("I. of Infrastructure System...
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Chapter 9: Allergic Reactions and How to Respond Imagine you're having a picnic with your friends at a beautiful park. Suddenly, one of your pals starts coughing uncontrollably after taking a bite of their sandwich. Their face swells up, and they find it hard to breathe! You quickly realize that they might be experien...
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Course Unit: Livestock Theft Prevention in Sheep and Goat Production: Technology and Engineering Solutions I. Introduction Livestock theft has been a significant issue in many rural communities worldwide, causing economic losses and social unrest among farmers and herders. In regions such as Tuva, where pastoralism i...
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iBook G4 charging problems My iBook G4 does not seem to charge anymore. When the charger is plugged in the light changes to amber the charging colour but no charge enters the laptop. Another thing is when the laptop is switched on and the charger is plugged in the laptop buzzes that is something it never did. Please ad...
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Neural stem cells form the nervous system and are present throughout development. Following fertilization of an egg with sperm, a blastocyst forms that contains a group of cells called the inner cell mass (ICM). Cells from the ICM are totipotent (i.e. they can form any tissue in the body). When grown in culture, ICM ce...
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A webinar on INFERTILITY MANAGEMENT IN LARGE ANIMALS To the veterinarians and vet students Total population of cattle in Nepal is 74,58,885 and buffalo is 52,57,591. The population of lactating cattle is 11, 66156 and buffalo is 1635492 (Krishi Diary 2076/77). Difference between the total number of cattle/ buffalo and ...
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High velocity vs. low velocity air conditioning systems So you think your air conditioner is pretty cool, right? What if we told you it is a low-velocity system? Suddenly, you might have an inferiority complex about your home's cooling system. A cool alternative is high-velocity systems, which have been around for a w...
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Directions 1. preheat oven to 350 degrees F (175 degrees C). 2. to make the lemon filling: in a medium saucepan, whisk together 1 cup sugar, flour, cornstarch, and salt. stir in water, lemon juice and lemon zest. cook over medium-high heat, stirring frequently, until mixture comes to a boil. stir in butter. place egg y...
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achieved remarkable results across various tasks. However, they are susceptible to adversarial examples, which are generated by adding adversarial perturbations to original data. Adversarial training (AT) is the most effective defense mechanism against adversarial examples and has received significant attention. Recent...
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The Vital Role of Childhood Immunizations Youth immunizations assume an essential part in shielding youngsters from different irresistible sicknesses. Here are a few instances of usually regulated youth inoculations: 1. Measles, Mumps, and Rubella (MMR): The MMR immunization is given to safeguard against measles, mum...
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PHJF wrote on Jan 22, 2011, 19:34: Dude it's five hours of game time, not a five-hour rental. Big difference. AND it goes towards your possible purchase. Which is why I can't see most devs going for it, it is way too consumer friendly. 1) Most games don't have that long a campaign 2) Most games actually aren't that goo...
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Ice Cream Strain This strain's exact background is not exact, but the effects of it are widely known. It starts primarily as a cerebral brain high and then will migrate to the body with time and more use. This is a sweeter strain with hints of vanilla and spice and is flowery and ripe on your nose. Most report feeling...
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Work allocation ● Identify, prioritize and assign tasks Regulation of behavior ● Form, propagate and enforce norms Quality control ● Identify and remove damage Community management ● Socialize & train newcomers; mediate disputes Reflection (Adaptation) ● Where are we going? Where do we want to go? How do we want to get...
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Join 438985b2 with Number and SHA1 result SHA-1 value for the combined text 438985b2 and number 0 [new string 438985b20] is c3398ffa638fb05e209865b5fb53ae672f49225c. SHA-1 value for the combined text 438985b2 and number 1 [new string 438985b21] is 20184398c832a18fead103e622a20051470c0607. SHA-1 value for the combined ...
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Lately Boeing R&D department claimed that they created "the worlds lightest material", which is also extremely durable. It is called "microlattice" and it is a synthetic porous metallic material, consisting of an ultra-light metal foam. What makes it so light you ask my young padawan? Well it is lattice of interconnect...
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]]> 19 May 2017 09:23:00 ESTCustom orthotics are one of the most powerful and effective treatments in our tool kit. Because so many of the foot problems we experience in life can be traced to feet and legs suffering from poor biomechanical alignment, inserts that effectively reposition the feet the skeletal system can ...
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Many people think that the semantic web will never happens, at least in next few years, because there is not enough useful data published in RDF. This is fortunately a misconception. In fact, many things are already accessible in RDF, even if it doesn’t appear at the first sigh. Danny Ayers recently pointed out a new w...
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Exploring Creative Writing with Your Child Has your child ever thought to take up writing? In addition to being a good career choice, they will need creative writing skills day to day to write to others and stay connected. In this post we share a list of activities from a prep school in Hertfordshire that will help yo...
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Fallow deer are a type of deer that is native to Europe, Asia, and North Africa. They are characterized by their brownish-red coats and white spots. Fallow deer are generally smaller than other types of deer, with males weighing between 60 and 70 pounds and females weighing between 40 and 50 pounds. Fallow deer are als...
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Being a blogger, I have had the chance to do some awesome things, but probably my favorite is getting to interview various individuals to help get their messages out to my readers. I think this interview with Zookeeper Rick has probably been my favorite! Zookeeper Rick is an Ambassador at the San Diego Zoo and helps te...
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A White Graduation Gown: A Mark of New Beginnings What significance does a white graduation dress carry? Essentially, it represents purity, innocence, and embarkation on a new journey. As you throw your graduation cap into the air, your white gown reflects your preparedness to face the unforeseen. It's akin to a blank ...
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Search Results related to virtual reality ethics on Search Engine Original research studies of Virtual Reality, Augmented Reality, Mixed Reality and real-time visualization applications; Development and evaluation of systems, tools, techniques and software that advance the field, including: Display technologies, includ...
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NeoCorpus

NeoCorpus is a multi-stage pretraining corpus for the NeoLM family of decoder-only language models trained from scratch.

Available Configurations

Configuration Description Status
foundation General-purpose foundation pretraining Available
specialized Specialized continued pretraining Planned
decay Final high-quality pretraining Planned

Foundation Dataset

The foundation configuration contains an English-language subset derived from Andrej Karpathy's globally shuffled NVIDIA Nemotron-ClimbMix.

Dataset Statistics

Split Documents
Train 1,889,952
Validation 5,000
Test 20,000
Total 1,914,952

Token Statistics

Estimated using the previous NeoLM ByteLevel BPE tokenizer (vocabulary size 32,000), including one planned EOS per document.

Split Estimated Tokens
Train 1,199,827,981
Validation 3,223,381
Test 12,650,844

Final token counts will be recalculated using the tokenizer trained for the next NeoLM model.

Source and Provenance

NeoCorpus is an independent derivative dataset, not affiliated with NVIDIA or Andrej Karpathy.

Data Preparation

  1. Stream documents from the pinned source revision.
  2. Strip edge whitespace while retaining internal formatting.
  3. Filter empty documents and lengths outside 100–100,000 characters.
  4. Exclude reserved tokenizer markers.
  5. Reserve 5,000 validation and 20,000 test documents.
  6. Collect approximately 1.2 billion training tokens.
  7. Remove exact-text duplicates from the training set, prioritizing validation and test holdouts.
  8. Preserve provenance and estimated token counts.

483 training documents were removed by exact deduplication. Near-duplicate deduplication was not performed.

Features

Field Description
doc_id Stable document identifier
text Document content
source Original dataset identifier
source_shard Original source shard
token_count Estimated tokens including planned EOS

Usage

from datasets import load_dataset

ds = load_dataset(
    "MaagDeveloper/NeoCorpus",
    "foundation",
    split="train",
)

The next NeoLM tokenizer will be trained on the training split only.

Limitations

The dataset may contain factual errors, biases, unsafe text, personally identifiable information, and near-duplicates. It has not undergone exhaustive manual quality review.

Source licensing and redistribution obligations require review before public release.

Licensing and Redistribution

NeoCorpus is an independently curated derivative of NVIDIA Nemotron-ClimbMix, obtained through Andrej Karpathy's globally shuffled redistribution.

The original NVIDIA dataset is published under the Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) license. NeoCorpus is redistributed subject to the applicable attribution and non-commercial conditions of that license.

The following modifications were made:

  • Selection of a subset from globally shuffled source shards.
  • Document length filtering and whitespace normalization.
  • Removal of exact duplicate training documents.
  • Creation of separate training, validation, and test splits.
  • Addition of document identifiers, provenance metadata, and estimated token counts.

The original NVIDIA dataset and Karpathy's redistribution are credited in the Attribution section below.

NeoCorpus is an independent, non-commercial research project and is not officially affiliated with NVIDIA or Andrej Karpathy.

This licensing notice does not grant additional rights over any third-party material contained in the source corpus. Users are responsible for complying with applicable licenses and rights.

Attribution

NeoCorpus builds upon NVIDIA Nemotron-ClimbMix and Andrej Karpathy's shuffled ClimbMix dataset used for nanochat.

This project is independent and is not officially affiliated with NVIDIA or Andrej Karpathy.

Temporary Specialized Configuration

WARNING: TEST DATA — NOT FOR MODEL TRAINING.

The specialized configuration currently contains only 10 synthetic, original short stories per split.

These 30 documents are temporary placeholders used to verify multi-configuration behavior in the Hugging Face Dataset Viewer and the datasets Python library.

They will be replaced with the real specialized corpus. The token_count field is null for these placeholder rows.

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Models trained or fine-tuned on MaagDeveloper/NeoCorpus