# Dataset Card for Custom Text Dataset

## Dataset Name

Custom News Summarization Dataset

## Overview

The Custom News Summarization Dataset created to to demonstrate text summarization models. 

## Composition

- **Data Fields**:
    - **sentence**: A string containing the text of a news article.
    - **labels**: A string containing the summary of the corresponding news article.


## Collection Process


## Preprocessing

- **Source**: The data is derived from the CNN/DailyMail dataset
- **Methodology**: A sample article and summary were selected and possibly modified for demonstration purposes.

## How to Use
```python
import datasets

# Define the custom dataset

custom_train_data = {
    "sentence": [
    ],
    "labels": [
    ]
}

```

#create Dataset 
custom_dataset = datasets.Dataset.from_dict(custom_train_data)

## Evaluation


## Limitations
-**Only use summarization**

## Ethical Considerations