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badc645
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Parent(s):
Duplicate from math-ai/StackMathQA
Browse filesCo-authored-by: Yifan Zhang <[email protected]>
- .gitattributes +58 -0
- LICENSE +395 -0
- README.md +210 -0
- data/stackmathqa100k/all.jsonl +3 -0
- data/stackmathqa100k/answer_count_frequencies.txt +15 -0
- data/stackmathqa100k/meta.json +3 -0
- data/stackmathqa100k/source_counts.txt +11 -0
- data/stackmathqa1600k/all.jsonl +3 -0
- data/stackmathqa1600k/answer_count_frequencies.txt +73 -0
- data/stackmathqa1600k/meta.json +3 -0
- data/stackmathqa1600k/source_counts.txt +11 -0
- data/stackmathqa200k/all.jsonl +3 -0
- data/stackmathqa200k/answer_count_frequencies.txt +19 -0
- data/stackmathqa200k/meta.json +3 -0
- data/stackmathqa200k/source_counts.txt +11 -0
- data/stackmathqa400k/all.jsonl +3 -0
- data/stackmathqa400k/answer_count_frequencies.txt +25 -0
- data/stackmathqa400k/meta.json +3 -0
- data/stackmathqa400k/source_counts.txt +11 -0
- data/stackmathqa800k/all.jsonl +3 -0
- data/stackmathqa800k/answer_count_frequencies.txt +37 -0
- data/stackmathqa800k/meta.json +3 -0
- data/stackmathqa800k/source_counts.txt +11 -0
- preprocessed/README.md +18 -0
- preprocessed/stackexchange-math--1q1a/math.stackexchange.com.jsonl +3 -0
- preprocessed/stackexchange-math--1q1a/mathoverflow.net.jsonl +3 -0
- preprocessed/stackexchange-math--1q1a/physics.stackexchange.com.jsonl +3 -0
- preprocessed/stackexchange-math--1q1a/stats.stackexchange.com.jsonl +3 -0
- preprocessed/stackexchange-math/math.stackexchange.com.jsonl +3 -0
- preprocessed/stackexchange-math/mathoverflow.net.jsonl +3 -0
- preprocessed/stackexchange-math/physics.stackexchange.com.jsonl +3 -0
- preprocessed/stackexchange-math/stats.stackexchange.com.jsonl +3 -0
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|
README.md
ADDED
@@ -0,0 +1,210 @@
|
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|
1 |
+
---
|
2 |
+
license: cc-by-4.0
|
3 |
+
task_categories:
|
4 |
+
- text-generation
|
5 |
+
- question-answering
|
6 |
+
language:
|
7 |
+
- en
|
8 |
+
pretty_name: StackMathQA
|
9 |
+
size_categories:
|
10 |
+
- 1B<n<10B
|
11 |
+
configs:
|
12 |
+
- config_name: stackmathqa1600k
|
13 |
+
data_files: data/stackmathqa1600k/all.jsonl
|
14 |
+
default: true
|
15 |
+
- config_name: stackmathqa800k
|
16 |
+
data_files: data/stackmathqa800k/all.jsonl
|
17 |
+
- config_name: stackmathqa400k
|
18 |
+
data_files: data/stackmathqa400k/all.jsonl
|
19 |
+
- config_name: stackmathqa200k
|
20 |
+
data_files: data/stackmathqa200k/all.jsonl
|
21 |
+
- config_name: stackmathqa100k
|
22 |
+
data_files: data/stackmathqa100k/all.jsonl
|
23 |
+
- config_name: stackmathqafull-1q1a
|
24 |
+
data_files: preprocessed/stackexchange-math--1q1a/*.jsonl
|
25 |
+
- config_name: stackmathqafull-qalist
|
26 |
+
data_files: preprocessed/stackexchange-math/*.jsonl
|
27 |
+
tags:
|
28 |
+
- mathematical-reasoning
|
29 |
+
- reasoning
|
30 |
+
- finetuning
|
31 |
+
- pretraining
|
32 |
+
- llm
|
33 |
+
---
|
34 |
+
|
35 |
+
# StackMathQA
|
36 |
+
StackMathQA is a meticulously curated collection of **2 million** mathematical questions and answers, sourced from various Stack Exchange sites. This repository is designed to serve as a comprehensive resource for researchers, educators, and enthusiasts in the field of mathematics and AI research.
|
37 |
+
|
38 |
+
## Configs
|
39 |
+
|
40 |
+
```YAML
|
41 |
+
configs:
|
42 |
+
- config_name: stackmathqa1600k
|
43 |
+
data_files: data/stackmathqa1600k/all.jsonl
|
44 |
+
default: true
|
45 |
+
- config_name: stackmathqa800k
|
46 |
+
data_files: data/stackmathqa800k/all.jsonl
|
47 |
+
- config_name: stackmathqa400k
|
48 |
+
data_files: data/stackmathqa400k/all.jsonl
|
49 |
+
- config_name: stackmathqa200k
|
50 |
+
data_files: data/stackmathqa200k/all.jsonl
|
51 |
+
- config_name: stackmathqa100k
|
52 |
+
data_files: data/stackmathqa100k/all.jsonl
|
53 |
+
- config_name: stackmathqafull-1q1a
|
54 |
+
data_files: preprocessed/stackexchange-math--1q1a/*.jsonl
|
55 |
+
- config_name: stackmathqafull-qalist
|
56 |
+
data_files: preprocessed/stackexchange-math/*.jsonl
|
57 |
+
```
|
58 |
+
|
59 |
+
How to load data:
|
60 |
+
|
61 |
+
```python
|
62 |
+
from datasets import load_dataset
|
63 |
+
|
64 |
+
ds = load_dataset("math-ai/StackMathQA", "stackmathqa1600k") # or any valid config_name
|
65 |
+
```
|
66 |
+
|
67 |
+
## Preprocessed Data
|
68 |
+
In the `./preprocessed/stackexchange-math` directory and `./preprocessed/stackexchange-math--1q1a` directory, you will find the data structured in two formats:
|
69 |
+
|
70 |
+
1. **Question and List of Answers Format**:
|
71 |
+
Each entry is structured as {"Q": "question", "A_List": ["answer1", "answer2", ...]}.
|
72 |
+
- `math.stackexchange.com.jsonl`: 827,439 lines
|
73 |
+
- `mathoverflow.net.jsonl`: 90,645 lines
|
74 |
+
- `stats.stackexchange.com.jsonl`: 103,024 lines
|
75 |
+
- `physics.stackexchange.com.jsonl`: 117,318 lines
|
76 |
+
- In total: **1,138,426** questions
|
77 |
+
|
78 |
+
```YAML
|
79 |
+
dataset_info:
|
80 |
+
features:
|
81 |
+
- name: Q
|
82 |
+
dtype: string
|
83 |
+
description: "The mathematical question in LaTeX encoded format."
|
84 |
+
- name: A_list
|
85 |
+
dtype: sequence
|
86 |
+
description: "The list of answers to the mathematical question, also in LaTeX encoded."
|
87 |
+
- name: meta
|
88 |
+
dtype: dict
|
89 |
+
description: "A collection of metadata for each question and its corresponding answer list."
|
90 |
+
```
|
91 |
+
|
92 |
+
2. **Question and Single Answer Format**:
|
93 |
+
Each line contains a question and one corresponding answer, structured as {"Q": "question", "A": "answer"}. Multiple answers for the same question are separated into different lines.
|
94 |
+
- `math.stackexchange.com.jsonl`: 1,407,739 lines
|
95 |
+
- `mathoverflow.net.jsonl`: 166,592 lines
|
96 |
+
- `stats.stackexchange.com.jsonl`: 156,143 lines
|
97 |
+
- `physics.stackexchange.com.jsonl`: 226,532 lines
|
98 |
+
- In total: **1,957,006** answers
|
99 |
+
|
100 |
+
```YAML
|
101 |
+
dataset_info:
|
102 |
+
features:
|
103 |
+
- name: Q
|
104 |
+
dtype: string
|
105 |
+
description: "The mathematical question in LaTeX encoded format."
|
106 |
+
- name: A
|
107 |
+
dtype: string
|
108 |
+
description: "The answer to the mathematical question, also in LaTeX encoded."
|
109 |
+
- name: meta
|
110 |
+
dtype: dict
|
111 |
+
description: "A collection of metadata for each question-answer pair."
|
112 |
+
```
|
113 |
+
|
114 |
+
## Selected Data
|
115 |
+
The dataset has been carefully curated using importance sampling. We offer selected subsets of the dataset (`./preprocessed/stackexchange-math--1q1a`) with different sizes to cater to varied needs:
|
116 |
+
|
117 |
+
```YAML
|
118 |
+
dataset_info:
|
119 |
+
features:
|
120 |
+
- name: Q
|
121 |
+
dtype: string
|
122 |
+
description: "The mathematical question in LaTeX encoded format."
|
123 |
+
- name: A
|
124 |
+
dtype: string
|
125 |
+
description: "The answer to the mathematical question, also in LaTeX encoded."
|
126 |
+
- name: meta
|
127 |
+
dtype: dict
|
128 |
+
description: "A collection of metadata for each question-answer pair."
|
129 |
+
```
|
130 |
+
|
131 |
+
### StackMathQA1600K
|
132 |
+
- Location: `./data/stackmathqa1600k`
|
133 |
+
- Contents:
|
134 |
+
- `all.jsonl`: Containing 1.6 million entries.
|
135 |
+
- `meta.json`: Metadata and additional information.
|
136 |
+
|
137 |
+
```bash
|
138 |
+
Source: Stack Exchange (Math), Count: 1244887
|
139 |
+
Source: MathOverflow, Count: 110041
|
140 |
+
Source: Stack Exchange (Stats), Count: 99878
|
141 |
+
Source: Stack Exchange (Physics), Count: 145194
|
142 |
+
```
|
143 |
+
|
144 |
+
Similar structures are available for StackMathQA800K, StackMathQA400K, StackMathQA200K, and StackMathQA100K subsets.
|
145 |
+
|
146 |
+
### StackMathQA800K
|
147 |
+
- Location: `./data/stackmathqa800k`
|
148 |
+
- Contents:
|
149 |
+
- `all.jsonl`: Containing 800k entries.
|
150 |
+
- `meta.json`: Metadata and additional information.
|
151 |
+
|
152 |
+
```bash
|
153 |
+
Source: Stack Exchange (Math), Count: 738850
|
154 |
+
Source: MathOverflow, Count: 24276
|
155 |
+
Source: Stack Exchange (Stats), Count: 15046
|
156 |
+
Source: Stack Exchange (Physics), Count: 21828
|
157 |
+
```
|
158 |
+
|
159 |
+
### StackMathQA400K
|
160 |
+
|
161 |
+
- Location: `./data/stackmathqa400k`
|
162 |
+
- Contents:
|
163 |
+
- `all.jsonl`: Containing 400k entries.
|
164 |
+
- `meta.json`: Metadata and additional information.
|
165 |
+
|
166 |
+
```bash
|
167 |
+
Source: Stack Exchange (Math), Count: 392940
|
168 |
+
Source: MathOverflow, Count: 3963
|
169 |
+
Source: Stack Exchange (Stats), Count: 1637
|
170 |
+
Source: Stack Exchange (Physics), Count: 1460
|
171 |
+
```
|
172 |
+
|
173 |
+
### StackMathQA200K
|
174 |
+
|
175 |
+
- Location: `./data/stackmathqa200k`
|
176 |
+
- Contents:
|
177 |
+
- `all.jsonl`: Containing 200k entries.
|
178 |
+
- `meta.json`: Metadata and additional information.
|
179 |
+
|
180 |
+
```bash
|
181 |
+
Source: Stack Exchange (Math), Count: 197792
|
182 |
+
Source: MathOverflow, Count: 1367
|
183 |
+
Source: Stack Exchange (Stats), Count: 423
|
184 |
+
Source: Stack Exchange (Physics), Count: 418
|
185 |
+
```
|
186 |
+
|
187 |
+
### StackMathQA100K
|
188 |
+
|
189 |
+
- Location: `./data/stackmathqa100k`
|
190 |
+
- Contents:
|
191 |
+
- `all.jsonl`: Containing 100k entries.
|
192 |
+
- `meta.json`: Metadata and additional information.
|
193 |
+
|
194 |
+
```bash
|
195 |
+
Source: Stack Exchange (Math), Count: 99013
|
196 |
+
Source: MathOverflow, Count: 626
|
197 |
+
Source: Stack Exchange (Stats), Count: 182
|
198 |
+
Source: Stack Exchange (Physics), Count: 179
|
199 |
+
```
|
200 |
+
|
201 |
+
## Citation
|
202 |
+
We appreciate your use of StackMathQA in your work. If you find this repository helpful, please consider citing it and star this repo. Feel free to contact [email protected] or open an issue if you have any questions.
|
203 |
+
|
204 |
+
```bibtex
|
205 |
+
@misc{stackmathqa2024,
|
206 |
+
title={StackMathQA: A Curated Collection of 2 Million Mathematical Questions and Answers Sourced from Stack Exchange},
|
207 |
+
author={Zhang, Yifan},
|
208 |
+
year={2024},
|
209 |
+
}
|
210 |
+
```
|
data/stackmathqa100k/all.jsonl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ddf7526cb21600dcf93991e400393eb9adc3549a6077d0cd0b0d37c45e1b037a
|
3 |
+
size 181243920
|
data/stackmathqa100k/answer_count_frequencies.txt
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Answer Count: 1, Frequency: 45835
|
2 |
+
Answer Count: 2, Frequency: 13105
|
3 |
+
Answer Count: 3, Frequency: 4805
|
4 |
+
Answer Count: 4, Frequency: 1842
|
5 |
+
Answer Count: 5, Frequency: 675
|
6 |
+
Answer Count: 6, Frequency: 257
|
7 |
+
Answer Count: 7, Frequency: 82
|
8 |
+
Answer Count: 8, Frequency: 37
|
9 |
+
Answer Count: 9, Frequency: 19
|
10 |
+
Answer Count: 10, Frequency: 7
|
11 |
+
Answer Count: 11, Frequency: 2
|
12 |
+
Answer Count: 12, Frequency: 4
|
13 |
+
Answer Count: 13, Frequency: 2
|
14 |
+
Answer Count: 15, Frequency: 2
|
15 |
+
Answer Count: 18, Frequency: 1
|
data/stackmathqa100k/meta.json
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8d3682a34b520071a497030db79ffbdeac499c278c9a76462e08200cf28841f7
|
3 |
+
size 17085523
|
data/stackmathqa100k/source_counts.txt
ADDED
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Source: Stack Exchange (Math), Count: 99013
|
2 |
+
Source: MathOverflow, Count: 626
|
3 |
+
Source: Stack Exchange (Stats), Count: 182
|
4 |
+
Source: Stack Exchange (Physics), Count: 179
|
5 |
+
|
6 |
+
|
7 |
+
Line Counts of Original JSONL Files:
|
8 |
+
math.stackexchange.com.jsonl: 1407739 lines
|
9 |
+
mathoverflow.net.jsonl: 166592 lines
|
10 |
+
stats.stackexchange.com.jsonl: 156143 lines
|
11 |
+
physics.stackexchange.com.jsonl: 226532 lines
|
data/stackmathqa1600k/all.jsonl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:100478515de0d389c14d0dc08cf2a5a433d0073e86674184ad30003b4aceb5c0
|
3 |
+
size 2586178831
|
data/stackmathqa1600k/answer_count_frequencies.txt
ADDED
@@ -0,0 +1,73 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Answer Count: 1, Frequency: 584061
|
2 |
+
Answer Count: 2, Frequency: 238947
|
3 |
+
Answer Count: 3, Frequency: 87633
|
4 |
+
Answer Count: 4, Frequency: 32574
|
5 |
+
Answer Count: 5, Frequency: 12259
|
6 |
+
Answer Count: 6, Frequency: 5171
|
7 |
+
Answer Count: 7, Frequency: 2207
|
8 |
+
Answer Count: 8, Frequency: 1059
|
9 |
+
Answer Count: 9, Frequency: 615
|
10 |
+
Answer Count: 10, Frequency: 338
|
11 |
+
Answer Count: 11, Frequency: 237
|
12 |
+
Answer Count: 12, Frequency: 140
|
13 |
+
Answer Count: 13, Frequency: 120
|
14 |
+
Answer Count: 14, Frequency: 88
|
15 |
+
Answer Count: 15, Frequency: 79
|
16 |
+
Answer Count: 16, Frequency: 51
|
17 |
+
Answer Count: 17, Frequency: 46
|
18 |
+
Answer Count: 18, Frequency: 37
|
19 |
+
Answer Count: 19, Frequency: 31
|
20 |
+
Answer Count: 20, Frequency: 28
|
21 |
+
Answer Count: 21, Frequency: 16
|
22 |
+
Answer Count: 22, Frequency: 13
|
23 |
+
Answer Count: 23, Frequency: 17
|
24 |
+
Answer Count: 24, Frequency: 12
|
25 |
+
Answer Count: 25, Frequency: 14
|
26 |
+
Answer Count: 26, Frequency: 10
|
27 |
+
Answer Count: 27, Frequency: 12
|
28 |
+
Answer Count: 28, Frequency: 16
|
29 |
+
Answer Count: 29, Frequency: 5
|
30 |
+
Answer Count: 30, Frequency: 5
|
31 |
+
Answer Count: 31, Frequency: 3
|
32 |
+
Answer Count: 32, Frequency: 8
|
33 |
+
Answer Count: 33, Frequency: 8
|
34 |
+
Answer Count: 34, Frequency: 2
|
35 |
+
Answer Count: 35, Frequency: 5
|
36 |
+
Answer Count: 36, Frequency: 1
|
37 |
+
Answer Count: 37, Frequency: 5
|
38 |
+
Answer Count: 38, Frequency: 4
|
39 |
+
Answer Count: 39, Frequency: 5
|
40 |
+
Answer Count: 40, Frequency: 2
|
41 |
+
Answer Count: 41, Frequency: 4
|
42 |
+
Answer Count: 42, Frequency: 3
|
43 |
+
Answer Count: 43, Frequency: 4
|
44 |
+
Answer Count: 44, Frequency: 2
|
45 |
+
Answer Count: 45, Frequency: 2
|
46 |
+
Answer Count: 46, Frequency: 1
|
47 |
+
Answer Count: 47, Frequency: 1
|
48 |
+
Answer Count: 48, Frequency: 5
|
49 |
+
Answer Count: 52, Frequency: 1
|
50 |
+
Answer Count: 54, Frequency: 2
|
51 |
+
Answer Count: 55, Frequency: 1
|
52 |
+
Answer Count: 56, Frequency: 2
|
53 |
+
Answer Count: 57, Frequency: 2
|
54 |
+
Answer Count: 58, Frequency: 2
|
55 |
+
Answer Count: 59, Frequency: 1
|
56 |
+
Answer Count: 60, Frequency: 1
|
57 |
+
Answer Count: 61, Frequency: 1
|
58 |
+
Answer Count: 62, Frequency: 1
|
59 |
+
Answer Count: 65, Frequency: 3
|
60 |
+
Answer Count: 66, Frequency: 2
|
61 |
+
Answer Count: 67, Frequency: 1
|
62 |
+
Answer Count: 73, Frequency: 2
|
63 |
+
Answer Count: 76, Frequency: 1
|
64 |
+
Answer Count: 79, Frequency: 1
|
65 |
+
Answer Count: 80, Frequency: 2
|
66 |
+
Answer Count: 82, Frequency: 1
|
67 |
+
Answer Count: 89, Frequency: 2
|
68 |
+
Answer Count: 90, Frequency: 1
|
69 |
+
Answer Count: 91, Frequency: 1
|
70 |
+
Answer Count: 98, Frequency: 1
|
71 |
+
Answer Count: 108, Frequency: 1
|
72 |
+
Answer Count: 116, Frequency: 1
|
73 |
+
Answer Count: 144, Frequency: 1
|
data/stackmathqa1600k/meta.json
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:03e4cd49473d1a5ec5bb5e4979dcd529b5a6cce05a9cac0732e6c661b66a42ae
|
3 |
+
size 249516793
|
data/stackmathqa1600k/source_counts.txt
ADDED
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Source: Stack Exchange (Math), Count: 1244887
|
2 |
+
Source: MathOverflow, Count: 110041
|
3 |
+
Source: Stack Exchange (Stats), Count: 99878
|
4 |
+
Source: Stack Exchange (Physics), Count: 145194
|
5 |
+
|
6 |
+
|
7 |
+
Line Counts of Original JSONL Files:
|
8 |
+
math.stackexchange.com.jsonl: 1407739 lines
|
9 |
+
mathoverflow.net.jsonl: 166592 lines
|
10 |
+
stats.stackexchange.com.jsonl: 156143 lines
|
11 |
+
physics.stackexchange.com.jsonl: 226532 lines
|
data/stackmathqa200k/all.jsonl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5b1911eeeb9449756f7224e372f74baafb9216fad47f2bede711781dc0a8a31e
|
3 |
+
size 317039208
|
data/stackmathqa200k/answer_count_frequencies.txt
ADDED
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Answer Count: 1, Frequency: 76314
|
2 |
+
Answer Count: 2, Frequency: 27792
|
3 |
+
Answer Count: 3, Frequency: 11211
|
4 |
+
Answer Count: 4, Frequency: 4538
|
5 |
+
Answer Count: 5, Frequency: 1714
|
6 |
+
Answer Count: 6, Frequency: 687
|
7 |
+
Answer Count: 7, Frequency: 230
|
8 |
+
Answer Count: 8, Frequency: 100
|
9 |
+
Answer Count: 9, Frequency: 49
|
10 |
+
Answer Count: 10, Frequency: 20
|
11 |
+
Answer Count: 11, Frequency: 13
|
12 |
+
Answer Count: 12, Frequency: 14
|
13 |
+
Answer Count: 13, Frequency: 9
|
14 |
+
Answer Count: 14, Frequency: 1
|
15 |
+
Answer Count: 15, Frequency: 2
|
16 |
+
Answer Count: 16, Frequency: 1
|
17 |
+
Answer Count: 19, Frequency: 2
|
18 |
+
Answer Count: 22, Frequency: 1
|
19 |
+
Answer Count: 26, Frequency: 1
|
data/stackmathqa200k/meta.json
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a1d969f71ff5409ee9b30ca0d2f9193a596ba96999e26cbecbd8d1daff837f49
|
3 |
+
size 31677442
|
data/stackmathqa200k/source_counts.txt
ADDED
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Source: Stack Exchange (Math), Count: 197792
|
2 |
+
Source: MathOverflow, Count: 1367
|
3 |
+
Source: Stack Exchange (Stats), Count: 423
|
4 |
+
Source: Stack Exchange (Physics), Count: 418
|
5 |
+
|
6 |
+
|
7 |
+
Line Counts of Original JSONL Files:
|
8 |
+
math.stackexchange.com.jsonl: 1407739 lines
|
9 |
+
mathoverflow.net.jsonl: 166592 lines
|
10 |
+
stats.stackexchange.com.jsonl: 156143 lines
|
11 |
+
physics.stackexchange.com.jsonl: 226532 lines
|
data/stackmathqa400k/all.jsonl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:cb0e94c40b1454590d1ca61b02eb137ea55d495a81ec9cb3309db98e3b974757
|
3 |
+
size 565645073
|
data/stackmathqa400k/answer_count_frequencies.txt
ADDED
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Answer Count: 1, Frequency: 135538
|
2 |
+
Answer Count: 2, Frequency: 57238
|
3 |
+
Answer Count: 3, Frequency: 24315
|
4 |
+
Answer Count: 4, Frequency: 9848
|
5 |
+
Answer Count: 5, Frequency: 3842
|
6 |
+
Answer Count: 6, Frequency: 1592
|
7 |
+
Answer Count: 7, Frequency: 590
|
8 |
+
Answer Count: 8, Frequency: 234
|
9 |
+
Answer Count: 9, Frequency: 111
|
10 |
+
Answer Count: 10, Frequency: 52
|
11 |
+
Answer Count: 11, Frequency: 33
|
12 |
+
Answer Count: 12, Frequency: 11
|
13 |
+
Answer Count: 13, Frequency: 19
|
14 |
+
Answer Count: 14, Frequency: 7
|
15 |
+
Answer Count: 15, Frequency: 11
|
16 |
+
Answer Count: 16, Frequency: 2
|
17 |
+
Answer Count: 17, Frequency: 4
|
18 |
+
Answer Count: 18, Frequency: 1
|
19 |
+
Answer Count: 19, Frequency: 2
|
20 |
+
Answer Count: 20, Frequency: 1
|
21 |
+
Answer Count: 21, Frequency: 1
|
22 |
+
Answer Count: 25, Frequency: 1
|
23 |
+
Answer Count: 32, Frequency: 1
|
24 |
+
Answer Count: 34, Frequency: 2
|
25 |
+
Answer Count: 39, Frequency: 1
|
data/stackmathqa400k/meta.json
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d2cf69e4583817338f1bf624c5047237b09fe488bc5edebdf440c8cfa35b2a6d
|
3 |
+
size 60551848
|
data/stackmathqa400k/source_counts.txt
ADDED
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Source: Stack Exchange (Math), Count: 392940
|
2 |
+
Source: MathOverflow, Count: 3963
|
3 |
+
Source: Stack Exchange (Stats), Count: 1637
|
4 |
+
Source: Stack Exchange (Physics), Count: 1460
|
5 |
+
|
6 |
+
|
7 |
+
Line Counts of Original JSONL Files:
|
8 |
+
math.stackexchange.com.jsonl: 1407739 lines
|
9 |
+
mathoverflow.net.jsonl: 166592 lines
|
10 |
+
stats.stackexchange.com.jsonl: 156143 lines
|
11 |
+
physics.stackexchange.com.jsonl: 226532 lines
|
data/stackmathqa800k/all.jsonl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0ce9b73a775e058142608ff67f3f2cd35577c401d4b42ba52ac3f6ec68706bf7
|
3 |
+
size 1078394694
|
data/stackmathqa800k/answer_count_frequencies.txt
ADDED
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Answer Count: 1, Frequency: 291151
|
2 |
+
Answer Count: 2, Frequency: 116740
|
3 |
+
Answer Count: 3, Frequency: 45794
|
4 |
+
Answer Count: 4, Frequency: 17618
|
5 |
+
Answer Count: 5, Frequency: 6646
|
6 |
+
Answer Count: 6, Frequency: 2641
|
7 |
+
Answer Count: 7, Frequency: 1093
|
8 |
+
Answer Count: 8, Frequency: 466
|
9 |
+
Answer Count: 9, Frequency: 233
|
10 |
+
Answer Count: 10, Frequency: 113
|
11 |
+
Answer Count: 11, Frequency: 61
|
12 |
+
Answer Count: 12, Frequency: 43
|
13 |
+
Answer Count: 13, Frequency: 31
|
14 |
+
Answer Count: 14, Frequency: 21
|
15 |
+
Answer Count: 15, Frequency: 18
|
16 |
+
Answer Count: 16, Frequency: 13
|
17 |
+
Answer Count: 17, Frequency: 7
|
18 |
+
Answer Count: 18, Frequency: 5
|
19 |
+
Answer Count: 19, Frequency: 7
|
20 |
+
Answer Count: 20, Frequency: 6
|
21 |
+
Answer Count: 21, Frequency: 5
|
22 |
+
Answer Count: 22, Frequency: 3
|
23 |
+
Answer Count: 23, Frequency: 3
|
24 |
+
Answer Count: 24, Frequency: 4
|
25 |
+
Answer Count: 25, Frequency: 4
|
26 |
+
Answer Count: 26, Frequency: 2
|
27 |
+
Answer Count: 28, Frequency: 1
|
28 |
+
Answer Count: 29, Frequency: 1
|
29 |
+
Answer Count: 30, Frequency: 1
|
30 |
+
Answer Count: 32, Frequency: 1
|
31 |
+
Answer Count: 33, Frequency: 2
|
32 |
+
Answer Count: 34, Frequency: 1
|
33 |
+
Answer Count: 35, Frequency: 1
|
34 |
+
Answer Count: 41, Frequency: 1
|
35 |
+
Answer Count: 43, Frequency: 2
|
36 |
+
Answer Count: 44, Frequency: 1
|
37 |
+
Answer Count: 96, Frequency: 1
|
data/stackmathqa800k/meta.json
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7c09201f5e9f792fe28de05e6d8205b1a8030afc4aa8c1980d6427b05ef83c8d
|
3 |
+
size 124744454
|
data/stackmathqa800k/source_counts.txt
ADDED
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Source: Stack Exchange (Math), Count: 738850
|
2 |
+
Source: MathOverflow, Count: 24276
|
3 |
+
Source: Stack Exchange (Stats), Count: 15046
|
4 |
+
Source: Stack Exchange (Physics), Count: 21828
|
5 |
+
|
6 |
+
|
7 |
+
Line Counts of Original JSONL Files:
|
8 |
+
math.stackexchange.com.jsonl: 1407739 lines
|
9 |
+
mathoverflow.net.jsonl: 166592 lines
|
10 |
+
stats.stackexchange.com.jsonl: 156143 lines
|
11 |
+
physics.stackexchange.com.jsonl: 226532 lines
|
preprocessed/README.md
ADDED
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
## Preprocessed Data
|
2 |
+
In the `./stackexchange-math` directory and `./stackexchange-math--1q1a` directory, you will find the data structured in two formats:
|
3 |
+
|
4 |
+
1. **Question and List of Answers Format**:
|
5 |
+
Each entry is structured as {"Q": "question", "A_List": ["answer1", "answer2", ...]}.
|
6 |
+
- `math.stackexchange.com.jsonl`: 827,439 lines
|
7 |
+
- `mathoverflow.net.jsonl`: 90,645 lines
|
8 |
+
- `stats.stackexchange.com.jsonl`: 103,024 lines
|
9 |
+
- `physics.stackexchange.com.jsonl`: 117,318 lines
|
10 |
+
- In total: **1,138,426** questions
|
11 |
+
|
12 |
+
2. **Question and Single Answer Format**:
|
13 |
+
Each line contains a question and one corresponding answer, structured as {"Q": "question", "A": "answer"}. Multiple answers for the same question are separated into different lines.
|
14 |
+
- `math.stackexchange.com.jsonl`: 1,407,739 lines
|
15 |
+
- `mathoverflow.net.jsonl`: 166,592 lines
|
16 |
+
- `stats.stackexchange.com.jsonl`: 156,143 lines
|
17 |
+
- `physics.stackexchange.com.jsonl`: 226,532 lines
|
18 |
+
- In total: **1,957,006** answers
|
preprocessed/stackexchange-math--1q1a/math.stackexchange.com.jsonl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c8d4e4b7badc49d4cfe801a5b54b3161689d65ca9c2f0569c54b2db203f992d5
|
3 |
+
size 2542313382
|
preprocessed/stackexchange-math--1q1a/mathoverflow.net.jsonl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b4f608c73b5908373263c1598e07713c20f3f8370c82a47f0614ae6826e41073
|
3 |
+
size 412995652
|
preprocessed/stackexchange-math--1q1a/physics.stackexchange.com.jsonl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:267e85607d860663b812ea5e72807d5f4559d366bef523b54bba865836259d93
|
3 |
+
size 555170318
|
preprocessed/stackexchange-math--1q1a/stats.stackexchange.com.jsonl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
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oid sha256:105a6fc5b4da6de018b055a27f1eca82da91b77cc25eae5b780f2e5245462c56
|
3 |
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size 372136928
|
preprocessed/stackexchange-math/math.stackexchange.com.jsonl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
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oid sha256:aa2cd05cc2ad20305feab6cccc135fe7d9e848fae4b9dd12cc2a8309393ee579
|
3 |
+
size 1997489639
|
preprocessed/stackexchange-math/mathoverflow.net.jsonl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
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oid sha256:3d8fe0b4708edddb745f7800b98b2fed79231aeb4cf59a8a385d7498da8c9ddf
|
3 |
+
size 308458945
|
preprocessed/stackexchange-math/physics.stackexchange.com.jsonl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:ee0187bfbacdbaa5b619f1118ff1ed21e3bc622f701bb5f648dea928da7c9874
|
3 |
+
size 431855563
|
preprocessed/stackexchange-math/stats.stackexchange.com.jsonl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
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oid sha256:44ce47c751e5cc2bbcfd71eedee9b9ee50be897f974a9d0ea8a3f7bb58889494
|
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size 309021806
|