Datasets:

ffurfaro
/

keep-it-simple

prompt stringlengths 1 2.94k	text stringlengths 1 232k	seed_data stringclasses 4 values
April \| Months	April (Apr.) is the fourth month of the year in the Julian and Gregorian calendars, and comes between March and May. It is one of four months to have 30 days. April always begins on the same day of the week as July, and additionally, January in leap years. April always ends on the same day of the week as December. Apri...	simple-english
August \| Months	August (Aug.) is the eighth month of the year in the Gregorian calendar, coming between July and September. It has 31 days. It is named after the Roman emperor Augustus Caesar. August does not begin on the same day of the week as any other month in common years, but begins on the same day of the week as February in lea...	simple-english
Art \| Art, Non-verbal communication, Basic English 850 words, Visual arts	Art is a creative activity. It produces a product, an object. Art is a diverse range of human activities in creating visual, performing subjects, and expressing the author's thoughts. The product of art is called a work of art, for others to experience. Some art is useful in a practical sense, such as a sculptured clay...	simple-english
A \| Basic English 850 words, Vowel letters	A is the first letter of the English alphabet. The small letter, a, is used as a lowercase vowel. alt=Writing vowel "A"\|thumb\|Writing "A" in block font When it is spoken, ā is said as a long a, a diphthong of ĕ and y. A is similar to Alpha of the Greek alphabet. That is not surprising, because it means the same sound...	simple-english
Air \| Basic English 850 words, Atmosphere	Air is the Earth's atmosphere. Air is a mixture of many gases and tiny dust particles. It is the clear gas in which living things live and breathe. It has an indefinite shape and volume. It has mass and weight, because it is matter. The weight of air creates atmospheric pressure. There is no air in outer space. Earth's...	simple-english
Autonomous communities of Spain \| Autonomous communities of Spain	Spain is divided in 17 parts called autonomous communities. Autonomous means that each of these autonomous communities has its own executive, legislative, and judicial powers. These are similar to, but not the same as, states in the United States of America, for example. Spain has fifty smaller parts called provinces. ...	simple-english
Alan Turing \| English computer scientists, English LGBT people, English mathematicians, Gay men, LGBT scientists, Scientists from London, Suicides by poison, Suicides in the United Kingdom, 1912 births, 1954 deaths, Officers of the Order of the British Empire	Alan Mathison Turing (London, 23 June 1912 – Wilmslow, Cheshire, 7 June 1954) was an English mathematician and computer scientist. He is known as the father of computer science. He was born in Maida Vale, London. Turing was born in Maida Vale, London. His father came from a Scottish merchant family. His mother, Ethel S...	simple-english
Alanis Morissette \| 1974 births, Living people, Alanis Morissette, American child actors, American movie actors, American pop musicians, American rock singers, Singer-songwriters from Los Angeles, American television actors, Canadian movie actors, Canadian pop singers, Canadian rock singers, Canadian singer-songwriters...	Alanis Nadine Morissette (born June 1, 1974) is a Grammy Award-winning Canadian-American singer and songwriter. She was born in Ottawa, Canada. She began singing in Canada as a teenager in 1990. In 1995, she became popular all over the world. As a young child in Canada, Morissette began to act on television, including ...	simple-english
Adobe Illustrator \| Vector graphics editors, Adobe software	Adobe Illustrator is a computer program for making graphic design and illustrations. It is made by Adobe Systems. Pictures created in Adobe Illustrator can be made bigger or smaller, and look exactly the same at any size. It works well with the rest of the products with the Adobe name. It was first released in 1986 for...	simple-english
Andouille \| Sausage	Andouille is a type of pork sausage. It is spicy (hot in taste) and smoked. There are different kinds, all with different combinations of pork meat, fat, intestines (tubes going to the stomach), and tripe (the wall of the stomach). Other sorts are "French andouille" and "German andouille"; they are less spicy than Caju...	simple-english
Farming \| Agriculture	Farming is growing crops and keeping animals for food and raw materials. Farming is a significant part of agriculture. Farming began in different parts of the world, independently; There were at least 11 separate centers of origin. Rice was domesticated in China between 11,500 and 6,200 BC with the earliest known culti...	simple-english
Arithmetic \| Arithmetics	In mathematics, arithmetic is the basic study of numbers. The four basic arithmetic operations are addition, subtraction, multiplication, and division, although other operations such as exponentiation and roots are also studied in arithmetic. Other arithmetic topics includes working with negative numbers, fractions, de...	simple-english
Addition \| Basic English 850 words, Hyperoperations	Not to be confused with building extensions which are also called additions. In mathematics, addition, represented by the symbol +, is an operation which combines two mathematical objects together into another mathematical object of the same type, called the sum. Addition can occur with simple objects such as numbers, ...	simple-english
Australia \| Australia, Australasia, Commonwealth realms, English-speaking countries, Federations, 1901 establishments	Australia, officially the Commonwealth of Australia, is an island country and sovereign state located in the southern hemisphere, in Oceania. Its capital city is Canberra, and its largest city is Sydney. It is mostly a desert country. Australia is the sixth biggest country in the world by land area, and is part of the ...	simple-english
American English \| American English	American English, or US English, is the dialect of English that is spoken in the United States. It is different from other types of English like British English. Most types of American English came from local dialects in England. During the 18th and 19th centuries, pronunciation changed less in America than in England....	simple-english
Aquaculture \| Aquaculture	Aquaculture is the farming of fish, shrimp, abalones, algae, and other seafood. Aquaculture supplies fish, such as catfish, salmon, and trout. It was developed a few thousand years ago in China. Aquaculture supplies over 20% of all the seafood harvested. Fish farming has been practiced, in some parts of the world, f...	simple-english
Abbreviation \| Linguistics, Abbreviations	An abbreviation is a shorter way to write a word or phrase. People use abbreviations for words that they write a lot. The English language occasionally uses the apostrophe mark ' to show that a word is written in a shorter way, but some abbreviations do not use this mark. Borrowed Latin phrases More often, they use per...	simple-english
Angel \| Angels	In many mythologies and religions, an angel is a good spirit. The word angel comes from the Greek word angelos which means "messenger". Angels appear frequently in the Old Testament, the New Testament, Qur'an and Aqdas. Different references to angels throughout the Bible suggest different kinds and ranks of angels, suc...	simple-english
Ad hominem \| Latin words used in English	Ad hominem is a Latin word for a type of argument. It is a word often used in rhetoric. Rhetoric is the science of speaking well, and convincing other people of your ideas. Translated to English, ad hominem means against the person. In other words, when someone makes an ad hominem, they are attacking the person they ar...	simple-english
Native American \| Ethnic groups, Native Americans, Ethnic groups in Canada, Ethnic groups in the United States	Native Americans (also called Aboriginal Americans, American Indians, Amerindians, or Indigenous peoples of the Americas) are the indigenous peoples and their descendants, who were in the Americas before the Europeans arrived. The people are sometimes called Indians, but that may be confusing, because it is the same wo...	simple-english
Apple \| Basic English 850 words, Apples, Territory symbols of Jammu and Kashmir, State symbols of Himachal Pradesh, National symbols of Poland	The apple tree comes from southern Kazakhstan; Kyrgyzstan; Uzbekistan; Turkey; and the northwestern part of China. Apples have been grown for thousands of years in Asia and in Europe. They were brought to North America by European World Colonial settlers. Apples have Religious and mythological significance in many cult...	simple-english
American Units Of Measurement	#REDIRECT United States customary units	simple-english
Abrahamic religions \| Abrahamic religions, Mythology	The Abrahamic religions are a group of religions that claim they came from the religion of the ancient Israelites (Judaism) and believe in the God of Abraham. The Abrahamic religions are monotheistic, meaning they only believe in one god. The term derives from Patriarch Abraham, an important person from the Hebrew Bibl...	simple-english
Algebra \| Algebra	Algebra is a part of mathematics. It uses variables to represent a value that is not yet known or can be replaced with any value. When an equals sign (=) is used, this is called an equation. A very simple equation using a variable is: 2+3=x. In this example, x=5, or it could also be said that "x equals five". This is c...	simple-english
Atom \| Chemistry, Nuclear physics, Atoms	An atom is an extremely small piece of matter. All normal matter – everything that has mass – is made of atoms. This includes solids, liquids, and gases. The atom cannot be broken to parts by chemistry, so people once thought it was the smallest piece of matter that could exist. There are over 100 different kinds of at...	simple-english
Astronomy \| Astronomy	Astronomy is the scientific study of celestial bodies. It is a major branch of space science. Stars, galaxies, planets, moons, asteroids, comets and nebulae are studied, as are supernovae explosions, gamma ray bursts, and cosmic microwave background radiation. Astronomy includes the development, physics, chemistry, met...	simple-english
Architecture \| Architecture	Architecture is the process of designing structures and buildings. It uses both art and engineering. Examples include houses, churches, hotels, office buildings, roads, tunnels and bridges. Architecture is the profession of an architect. Usually, a person must study at an institution of higher education (university) to...	simple-english
Anatomy \| Anatomy	Anatomy is the study of the bodies of people and other animals. Anatomy is the study of the inside of the body and outside the body. Anatomy notes the position and structure of organs such as muscles, glands and bones. A person who studies anatomy is an anatomist. The history of anatomy dates back to 1600 BC when Egypt...	simple-english
Asteroid \| Asteroids	An asteroid is a minor planet that orbits within the inner solar system. It is a small object in the Solar System that travels around the Sun. It is like a planet but smaller. They range from very small (smaller than a car) to 600 miles (1000 km) across. A few asteroids have an asteroid moon. The name "asteroid" means ...	simple-english
Afghanistan \| Least developed countries, Members of the Organisation of Islamic Cooperation, 1709 establishments in Asia, Landlocked countries, Current dictatorships, Afghanistan, Totalitarian states	Afghanistan, officially the Islamic Emirate of Afghanistan is a country in Asia. It borders Pakistan in the south and east (border with India is disputed), Iran in the west, Turkmenistan, Uzbekistan and Tajikistan in the north, and China in the far northeast. Kabul is the capital city. Afghanistan is currently governed...	simple-english
Angola \| Angola, Portuguese-speaking countries, Least developed countries, 1975 establishments in Africa, HIV/AIDS in Angola, Current dictatorships	Angola, officially the Republic of Angola, is a country in southern Africa. It shares borders with Namibia in the south, the Democratic Republic of the Congo in the north, and Zambia in the east. Its west border touches the Atlantic Ocean. Its coastline is 1600 kilometers. Angola's capital is Luanda. The country has ma...	simple-english

End of preview. Expand in Data Studio

keep-it-simple

Objective: An ultra-minimalist dataset for pre-training tiny language models. The logic relies on bidirectional symmetry (A is B and B is A]) to foster deep semantic understanding. By training the model to predict the "prompt" from the "text" and vice versa, we maximize the utility of every pair.

Data Sources

Simple English Wikipedia: Simplified encyclopedic articles.
Vikidia (FR): Educational content for younger audiences.
OPUS Books (en-fr): Aligned English-French literary translations.
Cosmopedia-100k: Synthetic educational content.

Structure

Column	Description
`prompt`	Input (concept, title, or English translation).
`text`	Output (explanation, summary, or French translation).
`seed_data`	Origin identifier (traceability).

Context & Usage

Bidirectional Training: Each source item yields two training entries (prompt $\rightarrow$ text and text $\rightarrow$ prompt). This enforces semantic symmetry, reversal curve and limitate span corruption.
Minimalism: More compact than the BabyLM challenge; focused on density and the purity of pairs to maximize efficiency on tiny, resource-constrained architectures.
Goal: Rapid testing of alignment theories and training "pocket" models for fundamental, bidirectional interactions.

This dataset is a minimalist research tool.

Downloads last month: 44

Papers for ffurfaro/keep-it-simple

BabyLM Turns 4: Call for Papers for the 2026 BabyLM Workshop

Paper • 2602.20092 • Published Feb 23 • 1

The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Paper • 2309.12288 • Published Sep 21, 2023 • 2