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Emissions when training artificial intelligence (AI) based large language models (LLMs) in 2023 (in CO2 eq tonnes)

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Release date

November 2022

Region

Worldwide

Survey time period

2022

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CO2 emissions of LLMs during training in 2022 (in CO2 eq tonnes)

Published by
Petroc Taylor,
May 19, 2023

Energy consumption of artificial intelligence (AI) models in training is considerable, with both GPT-3, the original release of the current iteration of OpenAI's popular ChatGPT, and Gopher consuming well over megawatt hours of energy simply for training. As this is only for the training model it is likely that the energy consumption for the entire usage and lifetime of GPT-3 and other large language models (LLMs) is significantly higher.

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