The article discusses the environmental impact of large language models (LLMs) and compares it to other technologies like video games, video streaming, and cryptocurrency. The author concludes that while the environmental footprint of LLMs should not be ignored, people may be overreacting to it. The author uses pricing as a proxy for carbon footprint and finds that LLMs are not the most significant computational cost for tech companies. They also analyze the energy consumption of LLMs compared to other activities like streaming videos and playing video games. The article highlights the inefficiency of LLMs due to their large number of parameters and suggests that the public’s attention to their environmental impact may not be proportionate to the actual size of the impact. The author acknowledges that different readers may draw different conclusions based on the scattered estimates provided in the article.
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Source link: https://freethoughtblogs.com/atrivialknot/2024/06/16/environmental-impact-of-llms/
The Environmental Impact of LLMs: A Nine-Word Overview #SustainableTransportation