Solution: Evaluate Positional Encodings of a Sentence

Let’s go over the solution for evaluating the positional encodings of a sentence step by step.

Step 1: Initialize the skip gram model

To begin with, we initialize the skip gram model from the gensim library with $d_{model}=512$, which will be the vector_size parameter in the function call as shown below: