[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 |