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# Dataset Card for Custom Text Dataset

## Dataset Name
Custom Text Dataset based on CNN/DailyMail

## Overview
This dataset contains articles and corresponding summaries for training and evaluating summarization models. The articles are taken from the CNN/DailyMail dataset, and additional custom examples are included.

## Composition
- **Train Set**: 1 example from custom data, plus numerous articles from CNN/DailyMail.
- **Test Set**: 100 examples taken from the CNN/DailyMail test set.

## Collection Process
The dataset was compiled using the CNN/DailyMail dataset version 3.0.0. The articles were chosen based on their relevance to summarization tasks. Custom examples were added to provide additional training data.

## Preprocessing
- Articles were tokenized and normalized.
- Labels were formatted to match the summarization format.
- No special characters were retained in the summaries.

## How to Use
```python
from datasets import load_from_disk

# Load the custom dataset
train_dataset = load_from_disk('./results/custom_dataset/train')
test_dataset = load_from_disk('./results/custom_dataset/test')

```

## Evaluation


## Limitations


## Ethical Considerations

