Mathinstruct
Hugging Face🦣 MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning MathInstruct is a meticulously curated instruction tuning dataset that is lightweight yet generalizable. MathInstruct is compiled from 13 math rationale datasets, six of which are newly curated by this work. It uniquely focuses on the hybrid use of chain-of-thought (CoT) and program-of-thought (PoT) rationales, and ensures extensive coverage of diverse mathematical fields. Project Page:… See the full description on the dataset page: https://huggingface.co/datasets/TIGER-Lab/MathInstruct.
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Data preview
500 rows · 3 columns · showing first 12| # | source text | output text | instruction text |
|---|---|---|---|
| 1 | data/CoT/aqua_rat.json | Let's think about the multi-choice question. 6.52 × 10^5 ly / (3.26 ly/parsec) = 2 x 10^5 persec The answer is A. | The distance between two stars is 6.52 × 10^5 light years. What is the distance between the two stars in parsecs? (1 parsec = 3.26 light ye… |
| 2 | data/CoT/aqua_rat.json | Let's solve the multi-choice question step by step. According to the above the # of permutations of 6 letters COMMON out of which 2 O's and… | How many ways can the letters in the word COMMON be arranged? Answer Choices: (A) 6 (B) 30 (C) 90 (D) 120 (E) 180 |
| 3 | data/PoT/aqua_rat_filtered.json | answers = ['A', 'B', 'C', 'D', 'E'] # If the best marksman had scored 92 points, the total score would have been 84 * 6 = 504 # But he actu… | A team of six entered for a shooting competition. The best marks man scored 85 points. If he had scored 92 points, the average scores for. … |
| 4 | data/CoT/gsm_rft.json | The second patient needs 6+5 = 11 sessions 25-11-6 = 8 sessions The answer is 8 | A psychiatrist has 4 patients that need 25 sessions in total. One of the patients needs 6 sessions. Another patient needs 5 more than that.… |
| 5 | data/PoT/aqua_rat_filtered.json | radius = 22.4 resolutions = 500 # calculate the circumference of the wheel circumference = 2 * 3.14 * radius # calculate the distance cover… | The radius of a wheel is 22.4 cm. What is the distance covered by the wheel in making 500 resolutions? Answer Choices: (A) 187 m (B) 704 m … |
| 6 | data/CoT/college_math.json | By the Fundamental Theorem of Finite Abelian Groups, any group of order 35, which is the product of two distinct prime numbers (5 and 7), m… | Let G be a group of order 35. What can be said about G? Answer Choices: (A) G must be abelian. (B) G must be cyclic. (C) G must be a direc… |
| 7 | data/PoT/gsm_gpt4.json | # define the initial number of slices total_slices = 4 * 12 # define the number of slices eaten eaten_slices = 39 # calculate the number of… | At a pool party, there are 4 pizzas cut into 12 slices each. If the guests eat 39 slices, how many slices are left? Let's write a Python p… |
| 8 | data/PoT/gsm_gpt4.json | # define the variables total_donuts = 4 * 12 # since a dozen is 12 total_students = 30 percentage_like_donuts = 0.8 # 80% # calculate th… | Noel bakes 4 dozen donuts for his class. There are 30 students in class, but only 80% like donuts. How many donuts does each student who li… |
| 9 | data/CoT/aqua_rat.json | Let's solve the multi-choice question step by step. Let the sum invested in scheme A be Rs. x and that in scheme B be Rs. (13900 - x). Then… | Mr. Thomas invested an amount of Rs. 13,900 divided in two different schemes A and B at the simple interest rate of 14% p.a. and 11% p.a. r… |
| 10 | data/PoT/mathqa.json | n0 = 3.0 n1 = 1000.0 n2 = 10.0 n3 = 3.0 t0 = n2 / 100.0 t1 = n0 * n1 t2 = t0 * t1 t3 = t0 * t2 t4 = t2 + t3 t5 = t4 + 1.0 t6 = n1 + t5 t7 =… | louie takes out a 3 - month loan of $ 1000 . the lender charges him 10 % interest per month compounded monthly . the terms of the loan stat… |
| 11 | data/PoT/numglue.json | # Chemical formula of Calcium Hydroxide - Ca(OH)₂ molecular_weight_Ca = 40 molecular_weight_O = 16 molecular_weight_H = 1 no_of_Ca … | Find the mass percentage of Ca in Calcium hydroxide Please write a program to solve it |
| 12 | data/CoT/aqua_rat.json | Let's solve the multi-choice question step by step. 3x * 2x = 3750 => x = 25 2(75 + 50) = 250 m 250 * 1/2 = Rs.125 The answer is C | Sides of a rectangular park are in the ratio 3: 2 and its area is 3750 sq m, the cost of fencing it at 50 ps per meter is? Answer Choices: … |
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Mathinstruct: 500 rows by 3 columns. These exploratory charts are generated automatically from the data - open the dataset in Helix to ask your own questions.
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Categorical cols1
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- source text
- output text
- instruction text