Transformers, Artificial Intelligence, Machine Learning, Large Language Models, Technology.
[0.6, -0.3, 0.7, -0.2] the dimension of the embedding is 4. Note: here I ignore the softmax and sqrt(dk) scaling term in the attention equation for visual simplicity, but I’ll discuss those later. Image by author There are three main inputs to the attention mechanism: queries (Q), keys (K), and