Update README.md

README.md

@@ -13,13 +13,13 @@ Gpt-2 for short story generation with genres.
 ## Model description
 
 Gpt-2 model fine-tuned on sample of BookCorpus dataset for short story generation, allows for the following genres (tokens to use as input under parenthesis):
-- Romance (<romance>)
-- Adventure (<adventure>)
-- Mystery & detective (<mystery-&-detective>)
-- Fantasy (<fantasy>)
-- Humor & comedy (humor-&-comedy)
-- Paranormal (paranormal)
-- Science fiction (science-fiction)
+- Romance ("<romance>")
+- Adventure ("<adventure>")
+- Mystery & detective ("<mystery-&-detective>")
+- Fantasy ("<fantasy>")
+- Humor & comedy ("<humor-&-comedy>")
+- Paranormal ("<paranormal>")
+- Science fiction ("<science-fiction>")
 
 Heavily inspired by https://huggingface.co/pranavpsv
 ## Intended uses & limitations
@@ -46,6 +46,6 @@ This can be used for text generation.
 
 ## Training data
 
-The model was trained by manipulating the BookCorpus dataset by getting the different genres per book and dividing the text into paragraphs.
+The model was trained using the BookCorpus dataset by getting the different genres per book and dividing the text into paragraphs.