diff --git a/VERSION b/VERSION
index 2774f858..71172b43 100644
--- a/VERSION
+++ b/VERSION
@@ -1 +1 @@
-0.10.0
\ No newline at end of file
+0.10.1
\ No newline at end of file
diff --git a/src/gretel_synthetics/batch.py b/src/gretel_synthetics/batch.py
index 31ccd0d6..b8601d75 100644
--- a/src/gretel_synthetics/batch.py
+++ b/src/gretel_synthetics/batch.py
@@ -62,7 +62,7 @@ def synthetic_df(self) -> pd.DataFrame:
         if not self.gen_data_stream.getvalue():  # pragma: no cover
             return pd.DataFrame()
         self.gen_data_stream.seek(0)
-        return pd.read_csv(self.gen_data_stream)
+        return pd.read_csv(self.gen_data_stream, sep=self.config.field_delimiter)
 
     def set_validator(self, fn: Callable, save=True):
         """Assign a validation callable to this batch. Optionally
diff --git a/tests/test_batch.py b/tests/test_batch.py
index 7e8235b4..a43fd123 100644
--- a/tests/test_batch.py
+++ b/tests/test_batch.py
@@ -163,19 +163,13 @@ def bad():
 
 def test_batches_to_df(test_data):
     batches = DataFrameBatch(df=pd.DataFrame([
-        {"foo": "bar", "foo1": "bar1", "foo2": "bar2", "foo3": 3}]), config=config_template, batch_size=1)
+        {"foo": "bar", "foo1": "bar1", "foo2": "bar2", "foo3": 3}]), config=config_template, batch_size=2)
 
     batches.batches[0].add_valid_data(
-        gen_text(text="baz", valid=True, delimiter=",")
+        gen_text(text="baz|baz1", valid=True, delimiter="|")
     )
     batches.batches[1].add_valid_data(
-        gen_text(text="baz1", valid=True, delimiter=",")
-    )
-    batches.batches[2].add_valid_data(
-        gen_text(text="baz2", valid=True, delimiter=",")
-    )
-    batches.batches[3].add_valid_data(
-        gen_text(text="5", valid=True, delimiter=",")
+        gen_text(text="baz2|5", valid=True, delimiter="|")
     )
 
     check = batches.batches_to_df()