Update README.md

README.md

@@ -10,7 +10,7 @@ tags:
 - art
 ---
 
-Model description:
+Model Description:
 this model is finetuned on a corpus of Shakespeare's work to generate text in Shakespearean language.
 
 Intended uses & limitations:
@@ -19,11 +19,15 @@ This model can be used to generate text in the Shakespearean language.
 How to use:
 This model can be downloaded from the hugging face library and can be run on Google Colab.
 
-Training data:
+Training Data:
 This model is trained on a corpus of over a million tokens of Shakespeare's work, that was collected from 15 novel of Shakespeare from Gutenberg.org.
 
+Training Procedure: 
+This model was run on Google Colab using a GPU. Processing time took about 15 - 20 minutes.
+To select a GPU, click on Runtime and Change Runtime Type. Select GPU and Save. Then run the codes in Colab.
+
 Variable and metrics:
 Prompt given to the model to start a sentence was "The" and max_length was set to 300.
 
 Evaluation results:
-Results of text generation of this model is satisfactory. The model was able to generate reasonable text and in Shakespearean language.
+Results of text generation of this model is above satisfactory. The model was able to generate reasonable text and in Shakespearean language.