diff --git a/python/cudf/cudf/tests/test_series.py b/python/cudf/cudf/tests/test_series.py
index ca179703864..cd18177fcf0 100644
--- a/python/cudf/cudf/tests/test_series.py
+++ b/python/cudf/cudf/tests/test_series.py
@@ -1272,3 +1272,47 @@ def test_series_sort_index(
         assert_eq(ps, gs, check_index_type=True)
     else:
         assert_eq(expected, got, check_index_type=True)
+
+
+@pytest.mark.parametrize(
+    "method,validation_data",
+    [
+        (
+            "md5",
+            [
+                "d41d8cd98f00b204e9800998ecf8427e",
+                "cfcd208495d565ef66e7dff9f98764da",
+                "3d3aaae21d57b101227f0384f644abe0",
+                "3e76c7023d771ad1c1520c27ab3d4874",
+                "f8d805e33ec3ade1a6ea251ac1c118e7",
+                "c30515f66a5aec7af7666abf33600c92",
+                "c61a4185135eda043f35e92c3505e180",
+                "52da74c75cb6575d25be29e66bd0adde",
+                "5152ac13bdd09110d9ee9c169a3d9237",
+                "f1d3ff8443297732862df21dc4e57262",
+            ],
+        )
+    ],
+)
+def test_series_hash_values(method, validation_data):
+    inputs = cudf.Series(
+        [
+            "",
+            "0",
+            "A 56 character string to test message padding algorithm.",
+            "A 63 character string to test message padding algorithm, again.",
+            "A 64 character string to test message padding algorithm, again!!",
+            (
+                "A very long (greater than 128 bytes/char string) to execute "
+                "a multi hash-step data point in the hash function being "
+                "tested. This string needed to be longer."
+            ),
+            "All work and no play makes Jack a dull boy",
+            "!\"#$%&'()*+,-./0123456789:;<=>?@[\\]^_`{|}~",
+            "\x00\x00\x00\x10\x00\x00\x00\x00",
+            "\x00\x00\x00\x00",
+        ]
+    )
+    validation_results = cudf.Series(validation_data)
+    hash_values = inputs.hash_values(method=method)
+    assert_eq(hash_values, validation_results)