Update README.md

README.md

@@ -65,6 +65,28 @@ from transformers import AutoTokenizer
 tokenizer = AutoTokenizer.from_pretrained("EleutherAI/gpt-neox-20b")
 ```
 
+## Example Epilogue
+
+**MPT-7B-StoryWriter**
+
+>I have lived so long in the shadow of this dream that I may never see the bright sunlight of reality. I may look up some morning and find that I am six feet under, and that Gatsby, who gave me the dream and everything else, will have vanished behind me.
+>
+>And so it was. I had hardly crossed the threshold of the old world when my eye caught the headlines of a newspaper, and I knew at once that my dream was over. I knew that Gatsby was dead.
+>
+>And I knew that day that I didn't love her.
+
+That night I took the last train for West Egg, and when I reached home I went directly to my attic and brought down all Gatsby's letters.
+
+I have sorted them by date and placed them in the order in which they were written. They are very few in number.
+
+They are dated between April of nineteen eighteen and January of nineteen nineteen, and the last one I have here is the one that told me he was dead.
+
+There is something in that last letter that frightens me. It is the sense of a finality, of a completeness. I never heard of him after that, and I was glad.
+
+But a few months ago I read somewhere that he had been seen in New York. He had become a great man.
+
+And I knew that he had not changed at all.
+
 ## Model Description
 
 The architecture is a modification of a standard decoder-only transformer.
@@ -94,8 +116,8 @@ The data was tokenized using the [EleutherAI/gpt-neox-20b](https://huggingface.c
 
 _The following language is modified from [EleutherAI's GPT-NeoX-20B](https://huggingface.co/EleutherAI/gpt-neox-20b)_
 
-MPT-7B-Instruct can produce factually incorrect output, and should not be relied on to produce factually accurate information.
-MPT-7B-Instruct was trained on various public datasets.
+MPT-7B-StoryWriter can produce factually incorrect output, and should not be relied on to produce factually accurate information.
+MPT-7B-StoryWriter was trained on various public datasets.
 While great efforts have been taken to clean the pretraining data, it is possible that this model could generate lewd, biased or otherwise offensive outputs.