APEX expands high-activation parameters into low-activation ones during LLM training and reports gains, but the continued pre-training evidence is confounded by different learning rate schedules.
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Advantageous Parameter Expansion Training Makes Better Large Language Models
APEX expands high-activation parameters into low-activation ones during LLM training and reports gains, but the continued pre-training evidence is confounded by different learning rate schedules.