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‘Thirsty’ ChatGPT uses four times more water than previously thought
(www.thetimes.com)
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this post was submitted on 23 Nov 2024
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Is this for inferencing only? Do you include training?
Inference only. I’m looking into doing some fine tuning. Training from scratch is another story.
Training is a one time thing. Tge more it get use, the less energy per query it will take
Good point. But considering the frequent retraining, the environmental impacts can only be spread on a finite number of queries.
They have already reached diminishing returns on training. It will become much less frequent soon. Retraining on the same data if there isn't a better method is useless. I think the ressources consumed per query should only include those actually used for inference. The rest can be dismissed as bad faith argumentation.