Quantifying the Carbon Emissions of Machine Learning
Paper
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1910.09700
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Published
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34
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This is a ModernBERT that it has been trained with Latex Files, of mathematical papers. To improve the ability of reading latex files especialy the mathematical equations and parts. I
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Model Description
It's been trained with 12099 mathematical papers. Where we did some preprocessing to eliminate the non-content-meaningfull parts of the papers. And we removed the latex parts that bring no information: as \(?:begin|end){[^}]+}" ,\item ,\(?:noindent|medskip|smallskip|bigskip|newpage|clearpage) And more. The dataset is obtained by scrapping mathematical papers.
One day I will finish this README, if you have a question, feel free to send me a mail: garciacomapol@gmail.com
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Environmental Impact
Carbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).
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