Update README.md

Update create_prompt method to reflect new schema.

README.md

@@ -59,20 +59,20 @@ def create_prompt(sample):
 
   """
   bos_token = "<s>"
-  original_system_message = "table:"
-  system_message = "Use the provided input to create an instruction that could have been used to generate the response with an LLM. The query dialect is Athena/Presto. The database table used is: "
-  question_and_response = sample["text"].replace(original_system_message, "").replace("Q:", "\n\n### Input:\n").replace("A:","\n### Response:\n").strip()
+  original_system_message = "Below is an instruction that describes a task. Write a response that appropriately completes the request."
+  system_message = "Write a SQL query or use a function to answer the following question. Use the SQL dialect Presto for AWS Athena."
+  question = sample["question"].replace(original_system_message, "").strip()
+  response = sample["answer"].strip()
   eos_token = "</s>"
 
   full_prompt = ""
   full_prompt += bos_token
-  full_prompt += "### Instruction:"
-  full_prompt += "\n" + system_message
-  full_prompt += "\n" + question_and_response
-  full_prompt += eos_token
+  full_prompt += "[INST] " + system_message + "\n\n"
+  full_prompt += question + " [/INST] "
+  full_prompt += response
+  full_prompt += eos_token + "\n"
 
   return full_prompt
-
 ...
 
 from trl import SFTTrainer