Data Science, Machine Learning, NLP, Transformers, Word Embeddings.
token_embeddings.permute(1,2,0,3) We will use last four hidden layers to create each word embedding. processed_embeddings = token_embeddings[:, :, 9:, :] Concatenate four layers for each token to create embeddings embeddings = torch.reshape(processed_embeddings, (4, 48, -1)) Let’s examine