sentence-correction / README.md
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metadata
language:
  - en
license: mit
task_categories:
  - text2text-generation
  - text-generation
  - summarization
tags:
  - chemistry
  - biology
  - finance
  - legal
  - music
  - art
  - code
  - climate
  - medical
  - synthetic
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
dataset_info:
  features:
    - name: input
      dtype: string
    - name: output
      dtype: string
  splits:
    - name: train
      num_bytes: 20371003
      num_examples: 94501
  download_size: 13771195
  dataset_size: 20371003

LLM Prompt Dataset

Overview

The LLM Prompt Dataset is designed to enhance the performance of large language models (LLMs) by transforming user inputs into structured prompts. This dataset aims to facilitate the understanding of complex queries and improve the interaction between users and LLMs.

Dataset Structure

The dataset is organized in JSON format, where each entry consists of an input and a prompt. The input represents the original user query or statement, while the prompt provides a clear and concise reformulation suitable for LLM processing.

Features

  • User-Centric Design: Each entry is crafted to reflect common user queries, ensuring relevance and applicability.
  • Diverse Topics: The dataset covers a wide range of topics, making it suitable for various applications in natural language processing and machine learning.
  • Structured Format: The use of JSON format ensures compatibility with various data processing tools and frameworks.

Usage

To use this dataset, you can download it directly from the Hugging Face repository or access it using the Hugging Face datasets library. The dataset can be utilized for training, fine-tuning, or evaluating large language models.

Installation

You can install the datasets library using pip if you haven't done so already:

pip install datasets

Loading the Dataset

Here’s how to load the dataset using the Hugging Face datasets library:

from datasets import load_dataset

dataset = load_dataset("your_username/your_dataset_name")

Contributing

Contributions to this dataset are welcome! If you have suggestions for additional entries or improvements, please open an issue or submit a pull request.

License

This dataset is licensed under MIT License.

Acknowledgments

Thank you to the community for supporting the development and improvement of this dataset. Your contributions make a difference in the field of natural language processing.