wikipedia-en-sentences

# Dataset Card for Wikipedia Sentences (English)

This dataset contains 7.87 million English sentences and can be used in knowledge distillation of embedding models.

## Dataset Details

* Columns: "sentence"
* Column types: `str`
* Examples:
```python
{
'sentence': "After the deal was approved and NONG's stock rose to $13, Farris purchased 10,000 shares at the $2.50 price, sold 2,500 shares at the new price to reimburse the company, and gave the remaining 7,500 shares to Landreville at no cost to him."
}
```
* Collection strategy: Downloaded from https://sbert.net/datasets/wikipedia-en-sentences.txt.gz and uploaded without further modifications
* Deduplified: No

# 维基百科句子数据集（英文）数据集卡片

本数据集包含787万条英文句子，可用于嵌入模型（embedding model）的知识蒸馏。

## 数据集详情
* 字段：sentence
* 字段类型：字符串（str）
* 示例：
python
{
'sentence': "After the deal was approved and NONG's stock rose to $13, Farris purchased 10,000 shares at the $2.50 price, sold 2,500 shares at the new price to reimburse the company, and gave the remaining 7,500 shares to Landreville at no cost to him."
}

* 采集策略：从https://sbert.net/datasets/wikipedia-en-sentences.txt.gz 下载，未进行额外修改即上传
* 去重：否

搜集汇总

背景与挑战

背景概述

该数据集包含约787万条英文句子，专门用于嵌入模型的知识蒸馏。数据以字符串形式存储，列名为'sentence'，来源于sbert.net的原始下载文件，未进行去重处理。