Pile-DM_Mathematics

displayName: Pile-DM_Mathematics
license:
- MIT
taskTypes:
- Natural Language Generation
- Language Modelling
mediaTypes:
- Text
labelTypes:
- English Corpus
tags: []
publisher:
- EleutherAI
publishDate: '2023-07-18'
publishUrl: https://pile.eleuther.ai/
paperUrl: ''

---
# 数据介绍
## 简介
Pile-DM Mathematics数据集是一个包含了各种数学问题的集合，包括代数、算术、微积分、数论和概率等，以自然语言提示的形式进行格式化。
该数据集由DeepMind团队创建，旨在为机器学习模型提供数学问题解决的训练和评估基础。它涵盖了多个数学领域的问题，以帮助模型发展数学推理和问题求解的能力。
数据集中的问题以自然语言形式给出，模仿了人类提问的方式。这使得机器学习模型可以通过理解问题描述来进行数学推理，并给出正确的答案。
DeepMind数学数据集的引入为研究人员提供了一个测试和评估数学问题解决能力的基准，同时也推动了数学问题求解领域的深入研究。
## 数据内容
### 数据说明
Pile-DM Mathematics数据集涵盖了8.1G的数据。
### 数据示例
```
{
"id": "214750922",
"source_id": "",
"doc_id": "98804054",
"data_type": "text",
"data_source": "pile",
"data_url": "enwiki-c4-pile-ccnews",
"content": "t of 5113817310 to the nearest integer?\n24\nWhat is the square root of 33292339 to the nearest integer?\n5770\nWhat is 119563097 to the power of 1/10, to the nearest integer?\n6\nWhat is the third root of 36619300 to the nearest integer?\n332\nWhat is 957333415 to the power of 1/3, to the nearest integer?\n986\nWhat is the third root of 1417691353 to the nearest integer?\n1123\nWhat is the tenth root of 370929198 to the nearest integer?\n7\nWhat is 3227449091 to the power of 1/6, to the nearest integer?\n38\nWhat is 1063499680 to the power of 1/4, to the nearest integer?\n181\nWhat is the square root of 2409074095 to the nearest integer?\n49082\nWhat is 42434276 to the power of 1/3, to the nearest integer?\n349\nWhat is 91620522 to the power of 1/4, to the nearest integer?\n98\nWhat is 620377274 to the power of 1/2, to the nearest integer?\n24907\nWhat is the third root of 420352684 to the nearest integer?\n749\nWhat is 107367057 to the power of 1/9, to the nearest integer?\n8\nWhat is the cube root of 5541027 to the nearest integer?\n177\nWhat is the square root of 57532802 to the nearest integer?\n7585\nWhat is the third root of 196298716 to the nearest integer?\n581\nWhat is the cube root of 128969822 to the nearest integer?\n505\nWhat is the fourth root of 8721302 to the nearest integer?\n54\nWhat is the third root of 703026230 to the nearest integer?\n889\nWhat is the fifth root of 1798117208 to the nearest integer?\n71\nWhat is the third root of 2247168566 to the nearest integer?\n1310\nWhat is the third root of 27417949 to the nearest integer?\n302\nWhat is the square root of 565339352 to the nearest integer?\n23777\nWhat is the square root of 69673818 to the nearest integer?\n8347\nWhat is the square root of 627519805 to the nearest integer?\n25050\nWhat is 144342963 to the power of 1/10, to the nearest integer?\n7\nWhat is 3312298253 to the power of 1/2, to the nearest integer?\n57553\nWhat is the eighth root of 216749726 to the nearest integer?\n11\nWhat is 137735742 to the power of 1/5, to the nearest integer?\n42\nWhat is the cube root of 1073691985 to the nearest integer?\n1024\nWhat is the cube root of 357677035 to the nearest integer?\n710\nWhat is the seventh root of 27841602 to the nearest integer?\n12\nWhat is the third root of 84606046 to the nearest integer?\n439\nWhat is 672779532 to the power of 1/2, to the nearest integer?\n25938\nWhat is the square root of 15052303 to the nearest integer?\n3880\nWhat is 5949734 to the power of 1/9, to the nearest integer?\n6\nWhat is the square root of 1289535462 to the nearest integer?\n35910\nWhat is 580027028 to the power of 1/2, to the nearest integer?\n24084\nWhat is 238408089 to the power of 1/2, to the nearest integer?\n15440\nWhat is 101978730 to the power of 1/2, to the nearest integer?\n10098\nWhat is the sixth root of 162204276 to the nearest integer?\n23\nWhat is the square root of 1322101098 to the nearest integer?\n36361\nWhat is 90784607 to the power of 1/2, to the nearest integer?\n9528\nWhat is 25964314 to the power of 1/2, to the nearest integer?\n5096\nWhat is the fifth root of 3941033 to the nearest integer?\n21\nWhat is the cube root of 42801521 to the nearest integer?\n350\nWhat is 370306235 to the power of 1/2, to the nearest integer?\n19243\nWhat is the fourth root of 661534496 to the nearest integer?\n160\nWhat is the cube root of 833040332 to the nearest integer?\n941\nWhat is the square root of 21204458 to the nearest integer?\n4605\nWhat is the eighth root of 51758325 to the nearest integer?\n9\nWhat is the square root of 3091993997 to the nearest integer?\n55606\nWhat is 1972840210 to the power of 1/2, to the nearest integer?\n44417\nWhat is the square root of 198548302 to the nearest integer?\n14091\nWhat is 2785061837 to the power of 1/5, to the nearest integer?\n77\nWhat is 2019096142 to the power of 1/7, to the nearest integer?\n21\nWhat is 140892816 to the power of 1/3, to the nearest integer?\n520\nWhat is 1473607862 to the power of 1/3, to the nearest integer?\n1138\nWhat is the third root of 849578493 to the nearest integer?\n947\nWhat is the third root of 54226796 to the nearest integer?\n379\nWhat is 1448880718 to the power of 1/2, to the nearest integer?\n38064\nWhat is 668754701 to the power of 1/3, to the nearest integer?\n874\nWhat is the third root of 3322157512 to the nearest integer?\n1492\nWhat is the seventh root of 2850638010 to the nearest integer?\n22\nWhat is the cube root of 958236776 to the nearest integer?\n986\nWhat is the third root of 2477776658 to the nearest integer?\n1353\nWhat is the ninth root of 23407224 to the nearest integer?\n7\nWhat is 95809312 to the power of 1/3, to the nearest integer?\n458\nWhat is 7437231 to the power of 1/9, to the nearest integer?\n6\nWhat is 780695875 to the power of 1/3, to the nearest integer?\n921\nWhat is 61849955 to the power of 1/7, to the nearest integer?\n13\nWhat is the square root of 184559895 to the nearest integer?\n13585\nWhat is 461618965 to the power of 1/2, to the nearest integer?\n21485\nWhat is 280984199 to the power of 1/2, to the nearest integer?\n16763\nWhat is 841525455 to the power of 1/3, to the nearest integer?\n944\nWhat is the cube root of 219032564 to the nearest integer?\n603\nWhat is 1198253603 to the power of 1/6, to the nearest integer?\n33\nWhat is the square root of 67077963 to the nearest integer?\n8190\nWhat is 13299594 to the power of 1/2, to the nearest integer?\n3647\nWhat is the third root of 47066528 to the nearest integer?\n361\nWhat is 2798503514 to the power of 1/2, to the nearest integer?\n52901\nWhat is 3498561 to the power of 1/3, to the nearest integer?\n152\nWhat is the cube root of 1275524066 to the nearest integer?\n1084\nWhat is 2150578645 to the power of 1/2, to the nearest integer?\n46374\nWhat is 57603103 to the power of 1/3, to the nearest integer?\n386\nWhat is 16944143 to the power of 1/2, to the nearest integer?\n4116\nWhat is 129588782 to the power of 1/3, to the nearest integer?\n506\nWhat is the cube root of 404061604 to the nearest integer?\n739\nWhat is 2262289323 to the power of 1/3, to the nearest integer?\n1313\nWhat is the cube root of 33669329 to the nearest integer?\n323\nWhat is the square root of 75047468 to the nearest integer?\n8663\nWhat is the third root of 89644134 to the nearest integer?\n448\nWhat is 3278836489 to the power of 1/10, to the nearest integer?\n9\nWhat is 6655290033 to the power of 1/2, to the nearest integer?\n81580\nWhat is the sixth root of 73906261 to the nearest integer?\n20\nWhat is 99318755 to the power of 1/2, to the nearest integer?\n9966\nWhat is 730153826 to the power of 1/2, to the nearest integer?\n27021\nWhat is the cube root of 49951748 to the nearest integer?\n368\nWhat is the third root of 2657413601 to the nearest integer?\n1385\nWhat is the fourth root of 7389707131 to the nearest integer?\n293\nWhat is 16601401 to the power of 1/2, to the nearest integer?\n4074\nWhat is 87824137 to the power of 1/2, to the nearest integer?\n9371\nWhat is the square root of 1244214766 to the nearest integer?\n35273\nWhat is the seventh root of 1219140368 to the nearest integer?\n20\nWhat is the third root of 398986503 to the nearest integer?\n736\nWhat is 290719436 to the power of 1/8, to the nearest integer?\n11\nWhat is 1695574874 to the power of 1/5, to the nearest integer?\n70\nWhat is the square root of 51915649 to the nearest integer?\n7205\nWhat is the cube root of 1990402371 to the nearest integer?\n1258\nWhat is 21507710 to the power of 1/10, to the nearest integer?\n5\nWhat is 2380940802 to the power of 1/9, to the nearest integer?\n11\nWhat is the square root of 1166538332 to the nearest integer?\n34155\nWhat is 160279064 to the power of 1/2, to the nearest integer?\n12660\nWhat is the third root of 23363584 to the nearest integer?\n286\nWhat is 2010609305 to the power of 1/2, to the nearest integer?\n44840\nWhat is the square root of 2296012305 to the nearest integer?\n47917\nWhat is the fourth root of 518959822 to the nearest integer?\n151\nWhat is the tenth root of 107331603 to the nearest integer?\n6\nWhat is 47483130 to the power of 1/2, to the nearest integer?\n6891\nWhat is the sixth root of 1625346076 to the nearest integer?\n34\nWhat is 77303449 to the power of 1/2, to the nearest integer?\n8792\nWhat is 1861407648 to the power of 1/3, to the nearest integer?\n1230\nWhat is the square root of 1784930061 to the nearest in\n",
"remark": {
"pile_set_name": "DM Mathematics"
},
"sub_path": "dm-mathematics/train"
}
```
## 引文
```
@misc{conghui2022opendatalab,
title={OpenDataLab: Empowering General Artificial Intelligence with Open Datasets},
author={Conghui He, Wei Li, Zhenjiang Jin, Bin Wang, Chao Xu, Dahua Lin},
journal={https://opendatalab.com/},
year={2022}
}
```
## Download dataset
:modelscope-code[]{type="git"}