| [中文介绍] | |
| **数据集介绍**：本数据集基于 GSM8K 数据集改编，训练数据集共包含约 4.5K 道数学题，测试数据集共包含784条。我们引入了大量超出常规范围的大整数，旨在测试大语言模型大数四则运算的能力，评估其在处理高精度运算时的稳定性和泛化能力 | |
| 该数据集支持评估模型在以下方面的能力： | |
| - 理解和解析包含大整数的自然语言问题； | |
| - 执行高位数的加减乘除运算； | |
| - 泛化到结构相似但数值范围显著扩展的问题 | |
| **数据集结构** | |
| - `data/train.parquet`: 训练集，包含约4.5k行数据。 | |
| - `data/test.parquet`: 测试集，包含784行数据 | |
| **数据样本结构说明** | |
| 每个数据单元包含 **6 个关键字段**，具体定义如下： | |
| | 字段名称 | 描述 | | |
| | -------------------- | ---------------------------------------------------------------------- | | |
| | `new_question` | 包含大数运算的问题陈述 | | |
| | `new_std` | 对应 `new_question` 的标准解答 | | |
| | `general_question` | 通用问题模板，支持参数化替换（如 `{a}`、`{b}`、`{c}` 等） | | |
| | `general_std` | 解决该类问题的通用数学表达式（适用于 `general_question` 的所有变体） | | |
| | `question` | 原始问题文本（未参数化或未修改的初始问题） | | |
| | `answer_only` | 原始问题（`question`）的最终答案 | | |
| [EN] | |
| **Dataset Description.** | |
| This dataset is adapted from the GSM8K dataset and contains approximately 4.5K math problems for training and 784 problems for testing. We introduce a large number of out-of-distribution big integers to evaluate the capabilities of large language models in performing arithmetic operations involving large numbers. The goal is to assess their stability and generalization when handling high-precision calculations. | |
| This dataset is designed to evaluate a model’s ability to: | |
| - Understand and parse natural language problems involving large integers; | |
| - Perform high-digit addition, subtraction, multiplication, and division; | |
| - Generalize to problems with similar structure but significantly expanded numerical ranges. | |
| **Dataset Structure** | |
| - `data/train.parquet`: Training set containing approximately 4.5k entries. | |
| - `data/test.parquet`: Test set containing 784 entries. | |
| **Dataset Structure Specification.** | |
| Each data sample consists of **6 key fields** , defined as follows: | |
| | Field Name | Description | | |
| | -------------------- | ---------------------------------------------------------------------- | | |
| | `new_question` | Problem statement involving large-number operations| | |
| | `new_std` | Standard solution for the new_question| | |
| | `general_question` | General question template supporting parameterized substitution (e.g., `{a}`, `{b}`, `{c}`, etc.)| | |
| | `general_std` | A general mathematical expression for solving this class of problems | | |
| | `question` | The original question | | |
| | `answer_only` | Standard solution for the question | |