Balanced dataset

Signed-off-by: Diwank Singh <diwank.singh@gmail.com>

balanced.h5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df93d2e855aca1c114c1610935227c8f023602c471b83ab9927626fe4dd1e454
+size 37716124

silicone-merged.py

@@ -24,7 +24,13 @@ _URLS = {
         train="https://huggingface.co/datasets/diwank/silicone-merged/resolve/main/train.h5",
         validation="https://huggingface.co/datasets/diwank/silicone-merged/resolve/main/validation.h5",
         test="https://huggingface.co/datasets/diwank/silicone-merged/resolve/main/test.h5",
+    ),
+    "balanced": dict(
+        train="https://huggingface.co/datasets/diwank/silicone-merged/resolve/main/balanced.h5",
+        validation="https://huggingface.co/datasets/diwank/silicone-merged/resolve/main/validation.h5",
+        test="https://huggingface.co/datasets/diwank/silicone-merged/resolve/main/test.h5",
     )
+
 }
 
 class SiliconeMergedDataset(datasets.GeneratorBasedBuilder):
@@ -33,6 +39,7 @@ class SiliconeMergedDataset(datasets.GeneratorBasedBuilder):
     VERSION = datasets.Version("1.0.0")
     BUILDER_CONFIGS = [
         datasets.BuilderConfig(name="default", version=VERSION, description="Default config"),
+        datasets.BuilderConfig(name="balanced", version=VERSION, description="Balanced dataset config"),
     ]
 
     DEFAULT_CONFIG_NAME = "default"