README.md

COOL Attention

Attention layers are the basic components of the LLMs. The project focus on the basic implementation of those attention mechanism in system verilog.

Attention Mechanism

The attention mechanism can represented as follows,

$$ \text{Attention}(Q, K, V) = \text{softmax}\left(\frac{QK^T}{\sqrt{d_k}}\right) V $$