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 dmodel=512d_{model}=512, which will be the vector_size parameter in the function call as shown below:

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