ENTITY Adam optimizer

Adam optimizer

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RESEARCH · CL_37641 · May 18 · 20:18

Adam optimizer corrects SGD's frequency bias in language model training

New research highlights a frequency bias in Stochastic Gradient Descent (SGD) when training language models on imbalanced token distributions. This bias causes parameters for common tokens to converge quickly, while tho…