method ID: adafactor

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CAME: Confidence-guided Adaptive Memory Efficient Optimization

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractAdaptive gradient methods, such as Adam and LAMB, have demonstrated excellent performance in the training of large language models. Nevertheless, the need for adaptivity requires maintaining second-moment estimates of the …...

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