Generate Text

Take Hodor to Mordor

Adjust the parameters

A text prompt acts as a seed for the model which then computes a sequence of words based on probability.

The length of the generated text. A max of 1023 words can be generated - which can take up to two minutes.

Temperature controls the randomness of predictions. When the temperature approaches 1 predictions become less confident and more "creative". Temperature therefore increases the sensitivity to low probability candidates.

Top-k limits the generated words to a select number of words with the highest probability of appearing. Setting the value to 0 removes this restriction.

Generated text

Generated text will appear here! Use the form to configure GPT-2 and press Generate Text to get your own text!

Visualizing the data

Overview of data

Books Total
Books per Author
Authors Total
Words per Author
Words Total
Average per Book
Highest Name Count
Times Mentioned

Word count by author

Author word counts and average words per book

Names counts by series

Top 20 names

Most frequently used 6 letter words

Most frequently used 7 letter words

Most frequently used 8 letter words

Most frequently used 9 letter words