AI Modeling

DeepNarrow Strategy suggests to increase layer depth first rather than width and this aligns with the perspective of

Induction head generation. However, if the number of layers grows excessively, surpassing 100,

Vanishing Gradient can occur even with

Residual Connection. As the number of layers increases, the efficiency of

Tensor Parallelism decreases.