register_buffer('tril', torch.tril(torch.ones(block_size, block_size))) # dropout layer for regularization self.dropout = nn.Dropout(dropout) def forward(self, x): """ Performs the forward pass of the attention head. Args: x (torch.Tensor): Input tensor of shape (batch_size, sequence...