Update DocLayNet-small.py

DocLayNet-small.py

@@ -98,14 +98,15 @@ class DocLayNet(datasets.GeneratorBasedBuilder):
     # You will be able to load one or the other configurations in the following list with
     # data = datasets.load_dataset('my_dataset', 'first_domain')
     # data = datasets.load_dataset('my_dataset', 'second_domain')
+
+    DEFAULT_CONFIG_NAME = "DocLayNet_2022.08_processed_on_2023.01"  # It's not mandatory to have a default configuration. Just use one if it make sense.
+    
     BUILDER_CONFIGS = [
-        DocLayNetBuilderConfig(name="DocLayNet_2022.08_processed_on_2023.01", version=datasets.Version("1.0.0"), description="DocLayNeT small dataset"),
+        DocLayNetBuilderConfig(name=DEFAULT_CONFIG_NAME, version=VERSION, description="DocLayNeT small dataset"),
     ]
 
     BUILDER_CONFIG_CLASS = DocLayNetBuilderConfig
  
-    DEFAULT_CONFIG_NAME = "DocLayNet_2022.08_processed_on_2023.01"  # It's not mandatory to have a default configuration. Just use one if it make sense.
-         
     def _info(self):
         
         features = datasets.Features(
@@ -166,7 +167,7 @@ class DocLayNet(datasets.GeneratorBasedBuilder):
                 # These kwargs will be passed to _generate_examples
                 gen_kwargs={
                     "filepath": os.path.join(downloaded_file, "small_dataset/train/"),
-                    "split": "train",
+                    "split_key": "train",
                 },
             ),
             datasets.SplitGenerator(
@@ -174,7 +175,7 @@ class DocLayNet(datasets.GeneratorBasedBuilder):
                 # These kwargs will be passed to _generate_examples
                 gen_kwargs={
                     "filepath": os.path.join(downloaded_file, "small_dataset/val/"),
-                    "split": "dev",
+                    "split_key": "validation",
                 },
             ),
             datasets.SplitGenerator(
@@ -182,7 +183,7 @@ class DocLayNet(datasets.GeneratorBasedBuilder):
                 # These kwargs will be passed to _generate_examples
                 gen_kwargs={
                     "filepath": os.path.join(downloaded_file, "small_dataset/test/"),
-                    "split": "test"
+                    "split_key": "test"
                 },
             ),
         ]