Part 5/8:
- Final Transformation: Subsequent to the non-linear operation, another matrix multiplication occurs to return the output back to the embedding space's dimensionality. This output vector can include features such as "basketball," effectively concluding the encoding of the combined name "Michael Jordan."
By the end of this process, each vector can represent a blend of information, signaling that the model incorporates multiple features associated with the input.