model collapse
Americannoun
Example Sentences
Examples are provided to illustrate real-world usage of words in context. Any opinions expressed do not reflect the views of Dictionary.com.
LLMs that eat too much of their own cooking are prone to model collapse, a symptom of the curse of recursion.
From Slate ● Aug. 24, 2023
Because these tails include data that are further from the “norm,” a model collapse could cause the AI’s output to lose the diversity that researchers say is distinctive about human data.
From Scientific American ● Jul. 28, 2023
It’s possible that larger models will prove more resistant to model collapse, but researchers say there is little reason to believe so.
From Scientific American ● Jul. 28, 2023
Against the threat of model collapse, what is a hapless machine-learning engineer to do?
From Scientific American ● Jul. 28, 2023
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