license:mit size_categories:n<1K format:csv modality:text library:datasets library:pandas library:mlcroissant library:polars region:us infinite-dataset-hub synthetic
---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# TextTransformerDataset

tags: Natural Language Processing, Text Transformation, Machine Learning

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:** The 'TextTransformerDataset' CSV file contains examples of text transformation tasks often used in Natural Language Processing (NLP) and Machine Learning (ML) applications. The dataset includes raw texts and their transformed counterparts, where each transformation serves as a labeled example for training a model to perform text-to-text tasks such as paraphrasing, summarization, or translation. The 'label' column indicates the type of transformation that has been applied.

**CSV Content Preview:**

```
text,label,transformed_text
"The quick brown fox jumps over the lazy dog","paraphrase","A swift auburn fox leaps above a sluggish canine"
"Artificial intelligence is revolutionizing industries.","summary","AI is transforming various sectors."
"Machine learning algorithms can learn from data.","translation_en_to_fr","Les algorithmes d'apprentissage automatique peuvent apprendre à partir de données."
"Solar energy is a clean power source.","synonym","Sunlight is a renewable energy form."
"Understanding context is key in language models.","explanation","Comprehending the context is crucial for language models."
```

This CSV provides a diverse set of text samples that can be used to train and evaluate NLP models capable of performing different text transformation tasks. Each entry in the dataset has a unique label that describes the transformation it has undergone, allowing for better training of the TextTransformer model.

**Source of the data:**

The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'text to text':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=text+to+text&dataset=TextTransformerDataset&tags=Natural+Language+Processing,+Text+Transformation,+Machine+Learning
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
