QuantFactory/FW-ProX-1.7B-GGUF
Text Generation • 2B • Updated • 158 • 1
Datasets:
Tasks:
Text Generation
Modalities:
Text
Formats:
parquet
Languages:
English
Size:
10M - 100M
ArXiv:
License:
text stringlengths 0 634k |
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Bridging the healthcare delivery gap in Africa: The story of VillageReach
From a dearth of health care facilities to the lack of reliable transport networks to allow for the delivery of necessary medical supplies, especially to rural parts of the continent; the situation has sadly resulted in a lot of grief among commu... |
Spiders are one of the most problematic pests in the United States. There are 40,000 species of spiders in the world, but not all of them are household pests. These arthropods have eight legs and up to eight eights. In addition to this, they have fangs that can be used to inject venom into their victims. Spiders can ex... |
Like many other developing countries, India relies extensively on its millions of smallholder farmers for its agricultural produce, be it food crops or cash crops. These farmers contribute immensely to the agriculture’s share of the country’s GDP and yet remain one of the most under-served and under-equipped communitie... |
As hard as your tooth enamel is, there are still times when a blow to the face or an accidental fall can actually crack a tooth. This is even more likely to happen, if you participate in contact sports without the benefit of a quality mouth guard.
How severely the tooth is cracked will determine the course of treatment... |
Money can be an emotionally fraught subject. Here's how to not let it ruin your relationships.
Whether it’s with a best friend, sibling, or that cousin who's “just checking in on you” after disappearing for years, conflicts involving money might sometimes to pop up. It’s the uncomfortable truth about living in a capita... |
Nursing is a career with a long history. There are nurses who seek a bit of adventure while doing what they love. These are the traveling nurses. They take on short term assignments in different states and even countries.
As with any other field of nursing, traveling nurse jobs require that the nurses have the right qu... |
It’s no wonder the beach is a popular destination for a family day trip or vacation. Lounging in the sun, splashing in the water, and wiggling your toes in the sand are all such a joy. As fun as a day at the beach is, however, it’s not without the price of environmental impact. Despite all the items you may lug to the ... |
Erectile dysfunction has been a very prevailing matter of worry among many men. Gradually the number of men with erectile dysfunction is increasing rapidly. Such a health condition is ruining the lives of lots of men. The mental health gets derogated day by day. People remains depressed throughout the day as a result o... |
Diet as effective as drugs for some people with high blood pressure
High blood pressure, or hypertension, can increase the risk of a number of conditions including stroke, kidney failure, heart attacks, and heart failure. While diet has long been shown to be a contributing factor, a common treatment for hypertension is... |
By Grant Mortenson
Recent events on campus — not the least of which is the article penned in last month’s issue of the Clarion, “Safe Spaces, Brave Places” — have underscored the existence of multiple worldviews here at Bethel University. A worldview is a lens through which each person observes the events occurring aro... |
U.K. telecom Vodafone has been testing its drone technology with a 4G connection. The company recently delivered what it bills as the first drone delivery in the country using an unmanned aerial vehicle (UAV) on a 4G network: bringing treats to volunteers on the Isle of Portland in Dorset.
Drone delivery projects have ... |
Source: Space Weather
In a list of the thousands of lucky factors that have enabled life to flourish on Earth, the planet’s magnetism should rank somewhere near the top. Earth’s magnetic field acts as a kind of shield, protecting the surface from a constant stream of solar energetic particles (SEPs) that cause mutation... |
Full description of a fine map of Oakham of 1787 and transcript of accompanying field books. Discussion of the layout of the town, its inhabitants, topography, buildings, roads, fields. Assessment of how the map (the earliest known for Oakham) reveals likely features of the early medieval town. Transcript of Oakham's e... |
Please prepare for a tiny dose of dry humour and a few silly scenarios as the more I thought about this piece the more I realised that they are the smallest and simplest skills you could ever develop, but unfortunately so many people haven’t been able to master them….yet!
So with that said…
Have you ever met someone or... |
We’ve had a few days recently with afternoon storms. As it’s also been so warm (around the 33°C/92°F mark) and humid, there’s been a fair amount of steamy mist around – especially in the morning. I usually associate fogbows with the (southern hemisphere) winter, but this one’s arrived early.
It’s that time of the year ... |
There are runner beans at the bottom of my garden. My two children love to pick them, pot them and cook them up for supper. It’s a guaranteed way to get them to eat their greens: make them fetch them fresh from the garden.
When I started making my new film Project Wild Thing, I doubt my young son and daughter had even ... |
Wavy hair is always a classy and on vogue look for women of all ages. However, wavy hair extensions and wigs take far more upkeep than straight hair, as this type of hair needs a lot of moisturizing and maintenance. Scroll down to learn how to take care of wavy hair and other useful advice from Queen Hair!
Characterist... |
Two years ago, graphic designer Marc Richard came across a post on an architecture blog devoted to something called the SHED Project. SHED was a diminutive pre-fabricated home designed by English architecture firm Studio Bark, plopped inside a disused factory in London’s Battersea district. A freelancer, Richard was no... |
The point cloud data collected from 3D laser scanning can be utilised to develop 3D models of the incident scene or structure.
Data can be presented in simple formats such as a surface mesh, 2D CAD sections, 3D wireframe or 3D surface model. Where more detail is required models can be delivered in various formats such ... |
Why Is Blue Light Harmful?
Many of us spend hours and hours every day in front of a screen. Whether you’re sitting at your laptop for work, messaging friends on your smartphone or just watching tv in the evening – screens are part of everyday life and for most of us, essential!
Blue Light. What is this?
Blue light is e... |
A developmental framework for evaluation and treatment of visual perceptual deficits in adults with acquired brain injury is presented. The framework is based on a review of research conducted on post-cerebrovascular accident subjects and subjects with traumatic brain injuries. Visual perceptual skill is conceptualized... |
Transaction with the production, exchange, as well as sale of goods and solutions for profit. Its primary goal is to meet the demands of humans via its service or product. Services can be created as a sole proprietor, a collaboration, a joint stock company, or a participating undertaking. Listed below are some ways to ... |
Follows verbs and adjectives to form a conditional: "if, unless, whether or not."
To・と can be used to indicate a second action that follows immediately upon the preceding action; often identified by the use of sugu (immediately, right away): "as soon as."
Asa okiru to sugu, kāten o akemasu.
As soon as I get up in the m... |
Ageing, inequality and ethnicity: Evidence cards
This set of downloadable evidence cards highlights the contributions of and shocking inequalities experienced by Black, Asian and Minority Ethnic groups approaching retirement age.
Older generations are becoming more diverse than ever. But also more unequal. There’s an i... |
The cold start injector is also known as the cold start valve. The part is located on the cold air intake, which is found on the intake manifold. It is a fuel injector that is controlled electronically.
Beside above, what does cold start mean? A cold start is an attempt to start a vehicle’s engine when it is cold, rela... |
"This lack of regard for safety is something that the Coast Guard takes very seriously."
After NASA astronauts Bob Behnken and Doug Hurley splashed down in the Gulf of Mexico yesterday afternoon, more than a dozen private boats came up right to the capsule to welcome the two astronauts back home, The New York Times rep... |
Welcome to Part 3 of my Google Sheets for Humanities Data workshop! In this lesson, you’ll learn all about the data validation tool and how to use it in your spreadsheets. Check out the first two parts of this workshop series to create a spreadsheet from scratch and make a code (or reference) table on my blog.
And reme... |
Under copyright law, original works are given copyright protection in order to prevent theft and unauthorized use. Copyright examples include creative works with a tangible form, such as art, music, or literary works.
Continue reading to learn about copyright examples in more detail, whether you need a copyright notice... |
For more than two decades now, positive psychology has brought an emphasis on positive human experiences. But is there one type – perhaps the most positive of all – that has not been adequately investigated? Welcome to the ‘awakening experience’.
A few years ago, on holiday with my family in Wales, I decided to explore... |
Edwardian weddings were rich, elaborate and luxurious affairs. So high profile weddings were that they were published as newspaper articles.
During the Edwardian times, it became a popular trend to hold the wedding ceremony at 2:30 in the afternoon. For this reason, special permission had to be obtained from the church... |
How To Achieve A Goal Successfully – A lot of people complain that they are not motivated to achieve their goals they have been setting goals many times and they have never achieved any of them which created this big doubt in themselves.
How To Achieve A Goal Successfully
The problem with goals is that they seem very s... |
CHICAGO (GenomeWeb) – The long-awaited General Data Protection Regulation is now the law across the European Union.
It's a major deal for many reasons, not the least of which is the heavy penalty for noncompliance. Willful violation of GDPR could carry fines as high as €20 million ($23.6 million) or 4 percent of a comp... |
Hebrew Free Loan
The holiday of Hanukkah recalls events from thousands of years ago which still feel incredibly relevant today. At its core, Hanukkah is about miracles, faith and Jewish identity. But there’s more than one way to interpret the Hanukkah story.
The “Sunday school” version
Once upon a time, in a land far, ... |
The Indian gold rush. One of the first beneficiaries of this policy was Vedanta (earlier Sterlite group). In February 2016, Vedanta Resources became the first private company to successfully bid for a gold mine in India – the Baghmara gold mine in Chhattisgarh – a mine with potential gold reserves of .
Ownership and Ou... |
This article mainly talks about F CPU Socket and the Opteron processors that are compatible with this socket. There are all 9 Opteron CPU series which can be fit into socket F motherboard. Learn more details on MiniTool partition software site.
F CPU socket, also known as AMD Socket F, is a kind of CPU socket designed ... |
Getty photographer Tom Pennington has been documenting alpine ski racing for over a decade and is currently in Beijing, China to capture the action at the 2022 Olympics. While some photographers bounce around between events at the Olympic Games, shooting alpine skiing requires a unique skill set—being confident enough ... |
Mapmaker / Cartographer: Sebastian Münster
Name of Work: Cosmographia
Date of Publication: 1544
Sebastian Münster, (January 20, 1488 – May 26, 1552) wrote and illustrated the first German description of the world in his work Cosmographia published in 1544 and richly illustrated with detailed woodblock prints, some of w... |
— Orion it is.
A month after being granted a federal trademark for its use and hours after an astronaut in space inadvertantly broadcasted it for anyone to hear, NASA announced that its new crew exploration vehicle will be named Orion.
"We've been calling it the crew exploration vehicle for several years, but today it ... |
Relatively little is known about the evolutionary history of the African green monkey (genus Chlorocebus) due to the lack of sampled polymorphism data fromwild populations. Yet, this characterization of genetic diversity is not only critical for a better understanding of their own history, but also for human biomedical... |
Although stubborn children have negative attributes, they can have positive characteristics that parents should not ignore or surpass. Here are some positive characteristics:
1- Determination and Perseverance:
This stubborn child is characterized by strong will, introverted pursuit and unwavering perseverance, which al... |
This week, 24-30th April 2021, marks World Immunization Week. Each year we aim to promote the use of vaccines and protect people of all ages from preventable disease.
Vaccines have saved at least ten million lives between 2010 and 2015 alone, with many more people saved from bouts of illness and life-threatening debili... |
God Is Jealous Part Two
Previously we studied God’s jealous response to Jerusalem’s unfaithfulness to Him. Like an unfaithful wife, Israel’s capital city had committed spiritual adultery by worshiping false gods and entering into forbidden alliances with idolatrous nations.
The Nation’s Adultery
Jerusalem’s unfaithfuln... |
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📚 fineweb-pro
fineweb-pro is refined from fineweb(350BT sample) using the ProX refining framework. It contains about 100B high quality tokens, ready for general language model pre-training.
License
fineweb-pro is based on fineweb, which is made available under an ODC-By 1.0 license; users should also abide by the CommonCrawl ToU: https://commoncrawl.org/terms-of-use/. We do not alter the license of any of the underlying data.
Citation
@article{zhou2024programming,
title={Programming Every Example: Lifting Pre-training Data Quality like Experts at Scale},
author={Zhou, Fan and Wang, Zengzhi and Liu, Qian and Li, Junlong and Liu, Pengfei},
journal={arXiv preprint arXiv:2409.17115},
year={2024}
}
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