diff --git a/param/parameters.py b/param/parameters.py
index 504cab35..ba4f96ab 100644
--- a/param/parameters.py
+++ b/param/parameters.py
@@ -1226,6 +1226,9 @@ def _validate_value(self, value: t.Any, allow_None: bool) -> None:
         if self.allow_None and value is None:
             return
 
+        if callable(value) and not inspect.isgeneratorfunction(value):
+            return
+
         if not isinstance(value, _dt_types) and not (allow_None and value is None):
             raise ValueError(
                 f"{_validate_error_prefix(self)} only takes datetime and "
@@ -1324,6 +1327,9 @@ def _validate_value(self, value, allow_None):
         if self.allow_None and value is None:
             return
 
+        if callable(value) and not inspect.isgeneratorfunction(value):
+            return
+
         if (not isinstance(value, dt.date) or isinstance(value, dt.datetime)) and not (allow_None and value is None):
             raise ValueError(
                 f"{_validate_error_prefix(self)} only takes date types."
diff --git a/tests/testdynamicparams.py b/tests/testdynamicparams.py
index bf511089..6c62e89a 100644
--- a/tests/testdynamicparams.py
+++ b/tests/testdynamicparams.py
@@ -250,6 +250,50 @@ def test_dynamic_shared_numbergen(self):
             self.assertNotEqual(call_1, t12.x)
 
 
+class TestDynamicCallableAcrossNumberSiblings(unittest.TestCase):
+    """
+    Number, Integer, Date and CalendarDate all subclass Dynamic, whose
+    contract is that any such parameter may be set to a callable that is
+    invoked to produce the value on get. Every sibling must accept a callable
+    uniformly; Date and CalendarDate used to reject it at validation time.
+    """
+
+    def setUp(self):
+        super().setUp()
+        param.Dynamic.time_dependent = False
+
+        import datetime as dt
+
+        self.cases = [
+            (param.Number, lambda: 5, 5),
+            (param.Integer, lambda: 5, 5),
+            (param.Date, lambda: dt.datetime(2021, 5, 5), dt.datetime(2021, 5, 5)),
+            (param.CalendarDate, lambda: dt.date(2021, 5, 5), dt.date(2021, 5, 5)),
+        ]
+
+    def test_set_callable_and_get_resolves(self):
+        for ptype, gen, expected in self.cases:
+            with self.subTest(ptype=ptype.__name__):
+
+                class P(param.Parameterized):
+                    v = ptype()
+
+                p = P()
+                # Setting a callable must not raise for any Dynamic sibling.
+                p.v = gen
+                # Getting resolves the dynamic value by calling the callable.
+                self.assertEqual(p.v, expected)
+
+    def test_callable_as_constructor_default(self):
+        for ptype, gen, expected in self.cases:
+            with self.subTest(ptype=ptype.__name__):
+
+                class P(param.Parameterized):
+                    v = ptype(default=gen)
+
+                self.assertEqual(P().v, expected)
+
+
 # Commented out block in the original doctest version.
 # Maybe these are features originally planned but never implemented