Exercise

Change the probability scale

In this exercise, you will see the difference in the resulted sentence when using different values of temperature to scale the probability distribution.

The function generate_phrase() is an adaptation of the function you created before and is already loaded in the environment. It receives the parameters model with the pre-trained model, initial_text with the context text and temperature that is the value to scale the softmax() function.

Instructions

100 XP

Store the list of temperatures to the temperatures variable.
Loop a variable temperature over the temperatures list.
Generate a phrase using the pre-loaded function generate_phrase().
Print the temperature and the generated sentence.