gsm8k

参考：

• 代码
• Huggingface

main

使用以下命令在 TFDS 中加载此数据集：

ds = tfds.load('huggingface:gsm8k/main')

• 说明：

GSM8K (Grade School Math 8K) is a dataset of 8.5K high quality
linguistically diverse grade school math word problems. The
dataset was created to support the task of question answering
on basic mathematical problems that require multi-step reasoning.

• 许可：MIT
• 版本：1.0.0
• 拆分：

拆分	样本
'test'	1319
'train'	7473

• 特征：

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answer": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

socratic

使用以下命令在 TFDS 中加载此数据集：

ds = tfds.load('huggingface:gsm8k/socratic')

• 说明：

GSM8K (Grade School Math 8K) is a dataset of 8.5K high quality
linguistically diverse grade school math word problems. The
dataset was created to support the task of question answering
on basic mathematical problems that require multi-step reasoning.

• 许可：MIT
• 版本：1.0.0
• 拆分：

拆分	样本
'test'	1319
'train'	7473

• 特征：

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answer": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}