How to save model after adding attention mechanism

Question

With the help of code can you explain How to save model after adding attention mechanism?

Answer 1

You can save a model after adding an attention mechanism by using the save_model function in TensorFlow/Keras.

Here is the code snippet you can refer to:

In the above code, we are using the following key points:

• Implements a custom attention layer using MultiHeadAttention.
• Integrates the attention mechanism into a simple model.
• Saves and reloads the model with model.save() and load_model().

Hence, the attention-augmented model can be easily saved and reloaded using TensorFlow/Keras's built-in functions.