Modotte/MathX-5M

Modotte数据集是MathX系列的一部分，专为基于指令的模型调优和微调而设计。该数据集从高质量的公共来源中精心策划，并通过封闭和开源模型的合成数据进行了增强。它提供了500万个经过高度策划的逐步思考数据示例，涵盖了从基础算术到高级微积分的广泛数学领域。数据集经过多阶段过滤和验证过程，确保答案的正确性和详细性。每个示例包含问题陈述、逐步解决方案和最终答案。数据集适用于微调数学推理能力、训练指令遵循模型、基准测试模型性能以及数学AI和教育应用的研究。

The Modotte dataset is part of the MathX lineup, specifically designed for instruction-based model tuning and fine-tuning. It is curated from high-quality public sources and enhanced with synthetic data from both closed and open-source models. The dataset offers 5 million highly curated examples of step-by-step thinking data, covering a comprehensive range of mathematical domains from basic arithmetic to advanced calculus. It undergoes multi-stage filtering and verification processes to ensure answer correctness and detailed reasoning. Each example includes a problem statement, step-by-step solution, and final answer. The dataset is suitable for fine-tuning mathematical reasoning capabilities, training instruction-following models, benchmarking model performance, and research in mathematical AI and educational applications.