Create prepare.py

prepare.py

@@ -0,0 +1,33 @@
+import re
+from datasets import load_dataset, Dataset, DatasetDict
+
+
+def main():
+    datasets = load_dataset('kg-rag/BiomixQA', 'mcq')
+
+    _datasets = {}
+    for split in ['train']:
+        data = []
+        for example in datasets[split]:
+            question = str(example['text'])
+            question = question.split('Given list is:')[0]
+            choices = [example['option_A'],example['option_B'], example['option_C'], example['option_D'], example['option_E']]
+            answer_index = choices.index(example['correct_answer'])
+            answer = chr(ord('A') + answer_index)
+            data.append({
+                'question': question.strip(), 
+                'choices': choices, 
+                'answer': answer.strip(), 
+                'answer_index': answer_index
+            })
+        dataset = Dataset.from_list(data)
+        _datasets[split] = dataset
+
+    datasets = DatasetDict({
+        'test': _datasets['train'], 
+    })
+    datasets.push_to_hub('extraordinarylab/biomix-qa')
+
+
+if __name__ == '__main__':
+    main()