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Can we teach Large Language Models to speak CF-NetCDF?

Year: 2024

Type: article

Abstract: Is it possible to train a Large Language Model (LLM) to understand and become an expert in the metadata structure of CF-NetCDF files? Could we create AI agents to advise on best practice, fix bugs, check compliance and even generate new CF-NetCDF files? The presentation explores this theme.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.14160852

Author: Stephens, Ag

Institutions: Science and Technology Facilities Council, National Centre for Atmospheric Science

Language: English

Topic: Research Data Management Practices

Subfield: Information Systems

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W6893036456

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