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custom_summarization_dataset
sosolee/custom_summarization_dataset
custom_summarization_dataset is a machine learning model from sosolee. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
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Updated Sep 20, 2024
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At a glance
- Access
- Public
- Created
- Sep 20, 2024
- Updated
- Sep 20, 2024
- SHA
- a461adc3
Model card
From the Hugging Face model README
Dataset Card for Custom Text Dataset
Dataset Name
Custom Text Dataset
Overview
This dataset consists of text articles and their corresponding summaries, designed for text summarization tasks.
Composition
- Training Set: 1 example
- Test Set: 100 examples from the CNN/Daily Mail dataset
Collection Process
The training example was manually created, while the test examples were extracted from the existing CNN/Daily Mail dataset.
Preprocessing
No extensive preprocessing was done on the data. Articles were taken directly from the CNN/Daily Mail dataset.
How to Use
from datasets import load_from_disk
train_dataset = load_from_disk('./results/custom_dataset/train')
test_dataset = load_from_disk('./results/custom_dataset/test')
Evaluation
Limitations
Ethical Considerations
- Created
- Sep 20, 2024
- Updated
- Sep 20, 2024