Dataset Viewer
Auto-converted to Parquet Duplicate
messages
listlengths
3
3
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.1):\nSam writes these six fractions on cards: 2/3, 3/4, 4/6...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.1):\nThe fraction 3/7 is equivalent to 12/28. What number w...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.1):\nRewrite 3/4 and 5/6 as two fractions that have the sam...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.1):\nDivide both the numerator and the denominator of 18/24...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.2):\nSort the fractions 3/8, 5/10, 4/6, 1/4 and 5/9 by comp...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.2):\nWhich fraction makes this statement true? 2/5 < ___ < ...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.2):\nWhich is greater, 5/12 or 2/5? Explain how you know.\n...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.B.3):\nName the sum as one fraction: 1/5 + 1/5 + 1/5 + 1/5 + ...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.B.3):\nA number line is marked in fourths. Leo starts at 1 3/...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.B.3):\nA number line is marked in thirds. Point A is at 2 2/3...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.B.3):\nA number line starts at 0 and is marked in thirds. Poi...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.B.3):\nA baker used 2/8 of a bag of flour for bread and 3/8 o...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.B.3):\nA bag holds 8/9 pound of trail mix. The trail mix is m...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.B.4):\nA number line is marked in tenths. A frog starts at 0 ...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.B.4):\nA line plot shows how many inches of rain fell on each...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.B.4):\nLena pours 4 equal glasses of juice. Each glass holds ...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.B.4):\nCarlos builds 6 shelves. Each shelf uses 1 3/4 feet of...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.B.4):\nLena and Omar both found 5 x 1 2/3. Lena's work: 1 2/3...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.C.5):\nOne tenth is made of how many hundredths?\n\nWhat the ...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.C.5):\nA pitcher has 0.8 litres of water in it. Kenji pours i...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.C.5):\nDev planted tomatoes in 6/10 of his garden and peppers...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.C.5):\nA 10 by 10 grid of 100 equal small squares has 3 full ...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.C.5):\nA square is cut into 10 equal strips. Each strip is th...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.C.5):\nA number line from 0 to 1 is marked in tenths. Point M...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.C.5):\nA recipe uses two tenths of a cup of oil. Write that a...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.C.6):\nWrite 7 ones and 4 hundredths as a decimal.\n\nWhat th...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.C.6):\nPriya wrote 3/100 as the decimal 0.3. Tell what mistak...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.C.6):\nJin changed the fraction 6/100 to a decimal. He wrote ...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.C.6):\nA class garden has 100 plants. Seven of the plants are...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.C.6):\nAna and Ben each wrote the decimal 0.8 as a fraction. ...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.C.7):\nTwo shapes have the same area, and each shape stands f...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.C.7):\nTara says 0.65 < 0.8. She marks both decimals on a num...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.C.7):\nFill in the blank with >, = or <: 3.80 ___ 3.8\n\nWhat...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 5.NBT.A.1):\nThe number 5.372 has a digit 7. Which number below ha...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 5.NBT.A.1):\nThe digit 2 appears three times in the number 2.202. ...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 5.NBT.A.2):\nEach input is changed into its output by the same rul...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 5.NBT.A.4):\nIn a 50-meter swim, four swimmers had these times in ...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 5.NBT.A.4):\nA number with two decimal places is rounded to the ne...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 5.NBT.B.7):\nTwo decimals each have exactly one decimal place. The...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 5.NBT.B.7):\nLena has $15.00 to spend on trading card packs. Each ...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 5.NBT.B.7):\nLena bought 4 notebooks at $2.35 each and 3 markers a...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 5.NBT.B.7):\nA number line is marked in hundredths. A beetle start...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.1):\nRavi wants to know whether 3/5 and 7/9 are equivalent ...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.1):\nWhich fraction is equivalent to 2/5?\nOptions:\nA. 4/5...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.1):\nRavi says that 8/12 is greater than 2/3 because 8 and ...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.2):\nJonah says, '12/100 is greater than 4/10 because 100 i...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.2):\nA shelf has 15 books. 7 of the books are about animals...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.2):\nMs. Tran asks the class how to tell, without drawing a...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.2):\nFour hiking teams are walking the same trail. The tabl...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.2):\nZoe and Hugo have identical loaves of banana bread. Zo...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.2):\nRavi says 5/7 is greater than 3/4 because 5 is greater...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.1):\nCan 7/20 be written as an equivalent fraction with a d...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.1):\nHana and Luis each write a fraction that is equal to 3...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.1):\nWhich fractions are equal to 2/10? Choose all that are...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.1):\nMr. Ortiz wrote 5/10 = 50/100 on the board. In one or ...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.2):\nA bean plant grew 4/10 of an inch on Monday and 29/100...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.2):\nNia walked 3/4 of the way to her school. Omar walked 2...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.2):\nKai and Lia have water bottles that are exactly the sa...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.2):\nTwo number lines are the same length and both run from...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.2):\nWhat is the greatest whole number that can replace n s...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.2):\nMaya and Theo each have a ribbon of the same length. M...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.2):\nLena compared 2/5 and 6/10. She wanted a common denomi...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.2):\nTariq says that 7/12 is greater than 3/4 because 7 is ...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.B.3):\nAdd 5/12 + 3/12. Write your answer in simplest form.\n...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.B.3):\nRavi found 5/8 - 2/8 and wrote the answer 3/0. His tea...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.B.3):\n1/7 + ___ + 2/7 + 1/7 = 6/7. What fraction goes in the...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.B.3):\nA baker had 6/7 of a tray of muffins. She sold 2/7 of ...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.B.4):\nList the first four multiples of 3/7, starting with 3/...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.B.4):\nEach of 6 kittens eats 3/4 of a can of food. Which exp...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.B.4):\nYusuf has 3 jars that each hold 4/5 pound of beans. He...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.B.4):\nFind 4 x 2 1/7 by using the distributive property. Mul...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.C.5):\nA paper strip is cut into 10 equal parts. The fifth pa...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.C.5):\nFind the missing numerator: ?/10 + 13/100 = 83/100.\n\...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.C.5):\nJamal pours 3/10 liter of orange juice into a pitcher....
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.C.5):\nAna has a shortcut for adding tenths and hundredths: w...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.C.6):\nA paper strip is cut into 10 equal parts. Maya colors ...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.C.6):\nLena counts up by tenths and writes this list: 2.7, 2....
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.C.7):\nTwo 10-by-10 grids are the same size, and each grid st...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.C.7):\nUse >, = or < to compare the two numbers: 6.1 ___ 5.98...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 5.NBT.A.2):\nWhat is one-hundredth of 72.5?\n\nWhat the student di...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 5.NBT.A.2):\nSam and Lia both solve 0.0092 x 1,000. Sam gets 0.92....
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 5.NBT.A.2):\nResult A is 0.58 x 10^7. Result B is 0.58 x 10^3. Res...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 5.NBT.A.2):\nA game machine changes a number in three steps, in th...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 5.NBT.A.3):\nWrite each of these values as a decimal, then list th...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 5.NBT.A.3):\nWrite these decimals in order from least to greatest,...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 5.NBT.A.3):\nThink of all the numbers that can be written with at ...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 5.NBT.A.4):\nZara says: \"The number 0.45 rounds up to 0.5 because...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 5.NBT.A.4):\nInes rounded 7.35 to the nearest tenth and wrote 7.3....
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 5.NBT.A.4):\nA cashier's register shows a customer's total as $31....
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 5.NBT.A.4):\nThe number 3.98 is rounded to the nearest tenth. Two ...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 5.NBT.B.7):\nFind the value of (9.6 + 2.4) ÷ 0.4 - 5.5.\n\nWhat th...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 5.NBT.B.7):\nA tower is 9.2 meters tall. A scale model of the towe...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 5.NBT.B.7):\nKai and Lila each find 3.9 x 6. Kai says, 'I did 4 x ...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 5.NBT.B.7):\nGabe uses an area model for 4.6 x 2.7. He splits 4.6 ...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.1):\nTwo garden plots are exactly the same size. Plot A is ...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.1):\nTomas multiplies both the numerator and the denominato...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.1):\nFind the missing number: 24/42 = 4/?. What number goes...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.1):\nThree students explain why 2/7 = 6/21. Which student e...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.2):\nMia and Noah each have a chocolate bar. Mia's bar weig...
[ { "role": "system", "content": "You are a mathematics tutor. A student is working on the question below. Reply to the student directly, as you would in the conversation." }, { "role": "user", "content": "Question (grades 4 and 5; 4.NF.A.2):\nHere are four pairs of fractions. Pair 1: 3/7 and 3/10...
End of preview. Expand in Data Studio

SENSUS Bench v1

LORM Labs | 28 October 2026

SENSUS teaches and tests one tutoring skill: replying to a learner's written reasoning about fractions and decimals (grades 4 and 5). A good reply credits what the learner did correctly, names the likely error tentatively, explains the idea briefly and ends with a question the learner can answer next.

This repository holds two separate packages:

Folder What it is Use it to
training/ SENSUS SFT v1.1: 1,015 synthetic tutoring conversations, the recorded training recipe and step-by-step instructions fine-tune your own model
evaluation/ SENSUS Bench v1 Evaluation: the 76 evaluation cases, the scripts that generate and grade replies, and every recorded reply and grade score your model the same way the published results were scored

No evaluation question appears in the training data. Keep the two apart: a model trained on the evaluation cases would score higher without having learned the skill.

All conversations and cases are synthetic. They contain no individual student records.

Train a model

from datasets import load_dataset
training = load_dataset("Lorm-Labs/sensus-bench-v1", "training", split="train")
print(len(training))            # 1015
print(training[0]["messages"])  # system, user, assistant

Each row has one field, messages: the tutor instruction, the question with what the learner did and said, and the target tutor reply. The full recipe (LoRA rank 32, 8 epochs, learning rate 0.0003) and how to reproduce the recorded runs are in training/TRAINING.md and training/recipe.json. The dataset card is training/README.md.

Evaluate a model

from datasets import load_dataset
cases = load_dataset("Lorm-Labs/sensus-bench-v1", "evaluation", split="test")
print(len(cases))               # 76

To score a model, download the evaluation/ folder and run:

python3 sample.py --model <your-model> --out replies.jsonl
python3 grade.py --replies replies.jsonl --out grades.jsonl

grade.py uses two model graders and needs your own API keys. The published models' replies and both graders' marks are in evaluation/recorded/. Details are in evaluation/README.md.

Check the files

Each folder has a verify.py that checks every file against its published fingerprints, offline:

cd training && python3 verify.py
cd evaluation && python3 verify.py

Results and paper

On these 76 cases, Qwen3.8-27B fine-tuned on SENSUS SFT scores 0.825 on average over two training runs, against 0.290 for the same model before training and 0.525 for the highest-scoring general-purpose model tested. The method, results and limits are in the technical report, Teaching Models to Read and Respond to a Learner's Reasoning: https://lorm.ai/paper.html

License

The data in both folders is released under the Creative Commons Attribution 4.0 International License (CC BY 4.0); see training/LICENSE and evaluation/LICENSE. The scripts in both folders are released under the MIT License; see training/LICENSE-CODE and evaluation/LICENSE-CODE.

Citation

@misc{lorm2026sensussft,
  title        = {{SENSUS SFT}: Synthetic Tutoring Conversations for Supervised Fine-Tuning},
  author       = {{LORM Labs}},
  year         = {2026},
  version      = {1.1},
  howpublished = {\url{https://lorm.ai/datasets.html}},
  note         = {Dataset released under CC BY 4.0}
}

The evaluation kit's citation is in evaluation/README.md.

Contact

Use the contact form at https://lorm.ai/contact.html

Downloads last month
-