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A Fragility Spectrum for Recursive Language-Model Training

Liu, Yangze et al.
arXiv (All) · Papers
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computation-and-language
Model-generated text is finding its way back into training corpora, and there is plenty of evidence that training on such data over and over collapses output diversity. Prior work has studied the phenomenon itself: which protocols and which data mixtures cause collapse. But different models behave v
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