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GeoGPT-Research-Project
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GeoGPT_Training_Data_from_Geoscience_Subset_of_CommonCrawl

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Text Generation

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GeoGPT_Training_Data_from_Geoscience_Subset_of_CommonCrawl / README.md

GeoGPT-Research-Project

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task_categories:
  - text-generation
tags:
  - geoscience
  - geogpt

Description

This dataset is a geoscience-specific subset of CommonCrawl used for 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.