Update README.md

README.md

@@ -2,5 +2,34 @@
 license: mit
 ---
 
-# GSM8K Training set
+# GSM8K training set
 The original answer is "\n#### Value" and now is "\n#### Value\nThe answer is: Value", which is consistent with the answer format with "meta-math/MetaMathQA". 
+
+# Dataset modification codes
+```python
+# coding=utf-8
+
+import jsonlines
+from datasets import load_dataset, Features, Value
+
+# Retrieve the path of training and testing databases
+context_feat = Features({"question": Value(dtype='string', id=None), "answer": Value(dtype='string', id=None)})
+train_set = load_dataset('json', data_files='train.jsonl', split='train', features=context_feat)
+
+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)
+    answer = example['answer'] + append
+    question = example['question']
+    data.append({"question": question, "answer": answer})
+
+# Save the modified data to a jsonl file
+output_file = 'gsm8k_train.jsonl'
+with jsonlines.open(output_file, 'w') as writer:
+    writer.write_all(data)
+
+print(f"Modified data saved to {output_file}")
+```