Transformers, Artificial Intelligence, Generative Ai, Gpt, Data Science.
Calculate scaled scores scores = torch.matmul(q, k.transpose(-2, -1)) / np.sqrt(k.shape[-1]) # Apply softmax scores = F.softmax(scores, dim=-1) # Multiply with value vectors out = torch.matmul(scores, v) return out class FeedForward(nn.Module): def __init__(self, embedding_size): super().__init__()