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Podcast: Arxiv Papers
Episode: Aioli: A unified optimization framework for language model data mixing
Description:
This paper introduces AIOLI, a new method for dynamically adjusting data mixture proportions during training, outperforming existing methods and improving language model performance across multiple datasets.
https://arxiv.org/abs//2411.05735
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