Update README.md

README.md

@@ -33,6 +33,7 @@ This is a version 0.2 and finetuned just so it retains the underlaying Vicuna qu
 Example:
 Input
 ```
+USER: Edit the following for spelling and grammar mistakes:
 unce upon time lived name John who have pet monkey Jackie.
 one day while walkin down the street he saw his friend Tom coming to him.
 "Hey Tom" said John "hows it going?"
@@ -45,7 +46,7 @@ Tom struggle to keep his balance as he laugh hystericaly.
 ```
 Output
 ```
-Once upon a time there lived a man named John who had a pet monkey called Jackie.
+ASSISTANT: Once upon a time there lived a man named John who had a pet monkey called Jackie.
 One day while walking down the street he saw his friend Tom approaching him.
 "Hey Tom," said John. "How's it going?"
 
@@ -61,3 +62,4 @@ Goal: to create the best grammar checker you have ever seen
 To do:
 - train on even larger dataset
 - see if finetuning on just plain LLAMA without Vicuna would work better or worse (the theoryu is that it will became very focused on editing and nothing else)
+- explore what different settings (temperature, top_p, top_k do for this type of finetune)