orca-math-word-problems-200k microsoft

Dataset Card This dataset contains ~200K grade school math word problems. All the answers in this dataset is generated using Azure GPT4-Turbo. Please refer to Orca-Math: Unlocking the potential of SLMs in Grade School Math for details about the dataset construction. Dataset Sources Repository: microsoft/orca-math-word-problems-200k Paper: Orca-Math: Unlocking the potential of SLMs in Grade School Math Direct Use This dataset has been designed to… See the full description on the dataset page: https://huggingface.co/datasets/microsoft/orca-math-word-problems-200k.

类型
dataset
许可
mit
语言
en
下载量
14,528
点赞
495
访问
public
文件
0

标签

  • 数学推理
  • 合成数据
  • 指令微调
  • 问答
  • 文本数据集
  • 大语言模型

摘要

该数据集包含约20万道小学数学文字应用题的问答对，所有答案由Azure GPT-4 Turbo生成，用于增强语言模型的数学推理能力。包含question和answer两个字段，内容为英文，来源基于Lila和DMath等基础数据集扩展。适用于训练和微调小型语言模型（SLM）以提升其在小学数学问题上的解题能力，特别服务于Orca-Math相关工作。

README

--- dataset_info: features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 225322861 num_examples: 200035 download_size: 84248748 dataset_size: 225322861 configs: - config_name: default data_files: - split: train path: data/train-* license: mit task_cat…

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