Update README.md

README.md

@@ -16,17 +16,17 @@ from datasets import load_dataset, Features, Value
 
 
 def clean_up(sentence):
-    # Find the left 10 characters of each "<<"
+    # Find all the locations of "<<"
     matches = [match.start() for match in re.finditer(r'<<', sentence)]
 
     for match in matches:
-        # Get the left 10 characters of each "<<"
+        # Get the left 20 characters of each "<<"
         left_chars = sentence[match-20:match]
+        # Replace "x" or "X" to "*" if they are in the left 20 characters
         modified_chars = sentence[match-20:match].replace('x', '*').replace('X', '*')
 
-        # Check if "x" or "X" is in the left 10 characters
+        # Modify the original sentence
         if 'x' in left_chars or 'X' in left_chars:
-            # Replace "x" or "X" with "*"
             sentence = sentence.replace(left_chars, modified_chars)
 
     ##############################################################################################################
@@ -54,7 +54,7 @@ def clean_up(sentence):
     # Find all occurrences of "/"
     asterisks = [i for i, char in enumerate(sentence) if char == '/']
 
-    # Check and add spaces around "*"
+    # Check and add spaces around "/"
     for index in reversed(asterisks):
         if index > 0 and index < len(sentence) - 1 and sentence[index - 1] != ' ' and sentence[index + 1] != ' ':
             sentence = sentence[:index] + ' ' + sentence[index] + ' ' + sentence[index + 1:]
@@ -67,7 +67,7 @@ def clean_up(sentence):
     # Find all occurrences of "+"
     asterisks = [i for i, char in enumerate(sentence) if char == '+']
 
-    # Check and add spaces around "*"
+    # Check and add spaces around "+"
     for index in reversed(asterisks):
         if index > 0 and index < len(sentence) - 1 and sentence[index - 1] != ' ' and sentence[index + 1] != ' ':
             sentence = sentence[:index] + ' ' + sentence[index] + ' ' + sentence[index + 1:]
@@ -110,7 +110,6 @@ train_set = load_dataset('json', data_files='train.jsonl', split='train', featur
 
 data = []
 for example in train_set:
-    # Get the label answer --> gsm8k_answers
     number = example['answer'].split('#### ')[1]
     number = int(number.replace(',', ''))
     append = "\nThe answer is: " + str(number)