| This means that having | |
| a sequence length of \(n_s = 2^{19} \approx 0.5M\) and a config.hidden_size of \(d = 2^{10} \approx 1000\) | |
| would result in a position encoding matrix: | |
| $$X_{i,j}, \text{ with } i \in \left[1,\ldots, d\right] \text{ and } j \in \left[1,\ldots, n_s\right]$$ | |
| which alone has over 500M parameters to store. |