feat: add subsets based on level

IndoMMLU.py

@@ -124,20 +124,21 @@ _URL = {
 class IndoMMLUConfig(datasets.BuilderConfig):
     """IndoMMLUConfig for IndoMMLU"""
 
-    def __init__(self, **kwargs):
+    def __init__(self, name:str, **kwargs):
         """BuilderConfig for IndoStoryCloze.
         **kwargs: keyword arguments forwarded to super.
         """
         # Version history:
         # 1.0.0: Release version
-        super().__init__(version=datasets.Version("1.0.0"), **kwargs)
+        # 1.0.1: Add level to the config to create subsets
+        super().__init__(version=datasets.Version("1.0.1"), **kwargs)
+        self.name = name
         self.features = ['subject', 'group', 'level', 'class', 'question', 'options', 'answer', 'is_for_fewshot']
 
-
 class IndoMMLU(datasets.GeneratorBasedBuilder):
     """The IndoMMLU Datasets."""
 
-    BUILDER_CONFIGS = [IndoMMLUConfig()]
+    BUILDER_CONFIGS = [IndoMMLUConfig(name=level) for level in ['SD', 'SMP', 'SMA', 'University entrance test']]
 
     def _info(self):
         features = {feature: datasets.Value("string") for feature in self.config.features}
@@ -160,13 +161,14 @@ class IndoMMLU(datasets.GeneratorBasedBuilder):
         data = csv.DictReader(open(data_file, newline=''))
         for i, row in enumerate(data):
             fixed_level, fixed_kelas = fix_level(row['level'], row['kelas'])
-            yield i, {
-                "subject": subject2english[row['subject']],
-                "group": subject2group[row['subject']],
-                "level": fixed_level,
-                "class": fixed_kelas,
-                "question": row['soal'],
-                "options": row['jawaban'].split('\n'),
-                "answer": row['kunci'],
-                "is_for_fewshot": row['is_for_fewshot']
-            }
+            if self.config.name == fixed_level:
+                yield i, {
+                    "subject": subject2english[row['subject']],
+                    "group": subject2group[row['subject']],
+                    "level": fixed_level,
+                    "class": fixed_kelas,
+                    "question": row['soal'],
+                    "options": row['jawaban'].split('\n'),
+                    "answer": row['kunci'],
+                    "is_for_fewshot": row['is_for_fewshot']
+                }