Datasets:
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task_categories:
- text-generation
tags:
- geoscience
- geogpt
---
<div align="center">
<img src="https://huggingface.co/GeoGPT-Research-Project/Llama3.1-70B-GeoGPT/resolve/main/dynamic_geogpt.gif" width="99%" alt="GeoGPT" />
</div>
# Description
This dataset is a geoscience-specific subset of [CommonCrawl](https://commoncrawl.org/) used for [GeoGPT](https://github.com/GeoGPT-Research-Project/GeoGPT) training. CommonCrawl is a free and open repository of web crawl data with over 250 billion web pages and is widely used by leading large language models such as GPT-3, LLaMA, and DeepSeek. We apply data mining algorithms to extract geoscience-related content from this vast dataset.
This dataset comprises **12,414,268** samples, each containing the following metadata to trace the data source within CommonCrawl:
- **id (string)**: The original unique identifier for each sample from CommonCrawl.
- **dump (string)**: The specific CommonCrawl dump in which each sample was retrieved.
# Note
This dataset is primarily intended to support geoscience research by serving as a training corpus for large language models. It is specifically designed for non-commercial research and educational purposes.
The dataset is not intended for use in any manner that violates applicable laws or regulations, nor for any activities prohibited by the license agreement. |