List: Green AI | Curated by Kasper Groes Albin Ludvigsen

May 5, 2024
9 stories
Green AI 
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Kasper Groes Albin Ludvigsen
ChatGPT’s Electricity ConsumptionChatGPT may have consumed as much electricity as 175,000 people in January 2023.
Mar 1, 2023
4
Mar 1, 2023
4
Kasper Groes Albin Ludvigsen
ChatGPT’s electricity consumption, pt. IIAn estimate of ChatGPT’s costs supports estimate that ChatGPT uses millions of kilowatt hours per month.
Mar 5, 2023
Mar 5, 2023
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TDS Archive
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Kasper Groes Albin Ludvigsen
Environmental Impact of Ubiquitous Generative AIWhat could happen to our environment if billions of people began to use generative AI technology on a daily basis?
Jul 12, 2023
2
Jul 12, 2023
2
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Kasper Groes Albin Ludvigsen
The carbon footprint of GPT-4Recently leaked data allows us for the first time to estimate the carbon emissions from training OpenAI’s GPT-4.
Jul 18, 2023
3
Jul 18, 2023
3
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Kasper Groes Albin Ludvigsen
Is Generative AI Worth Its Environmental Footprint?Generative AI might have a noticeable environmental footprint, and this story discusses what we may stand to gain in return.
Oct 31, 2023
Oct 31, 2023
Kasper Groes Albin Ludvigsen
The Carbon Emissions of Writing and Illustrating Are Lower for AI than for Humans – reviewThis is a discussion of the results of the paper “The carbon emissions of writing and illustrating are lower for AI than for humans”
Nov 4, 2023
1
Nov 4, 2023
1
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Kasper Groes Albin Ludvigsen
Carbon footprint of LLM fine tuning — a case studyI got surprising results when I measured the carbon emissions from instruction fine tuning an LLM.
Feb 22, 2024
4
Feb 22, 2024
4
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Kasper Groes Albin Ludvigsen
How to estimate and reduce the carbon footprint of machine learning modelsTwo ways to easily estimate the carbon footprint of machine learning models and 17 ideas for how you might reduce it
Dec 1, 2022
1
Dec 1, 2022
1
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TDS Archive
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Kasper Groes Albin Ludvigsen
ChatGPT’s energy use per queryHow much electricity does ChatGPT use to answer one question?
Aug 6, 2023
3
Aug 6, 2023
3