diff --git a/fastapi/_compat.py b/fastapi/_compat.py
index 26b6638c8..8ea5bf253 100644
--- a/fastapi/_compat.py
+++ b/fastapi/_compat.py
@@ -1,3 +1,4 @@
+import warnings
 from collections import deque
 from copy import copy
 from dataclasses import dataclass, is_dataclass
@@ -109,9 +110,20 @@ if PYDANTIC_V2:
             return self.field_info.annotation
 
         def __post_init__(self) -> None:
-            self._type_adapter: TypeAdapter[Any] = TypeAdapter(
-                Annotated[self.field_info.annotation, self.field_info]
-            )
+            with warnings.catch_warnings():
+                # Pydantic >= 2.12.0 warns about field specific metadata that is unused
+                # (e.g. `TypeAdapter(Annotated[int, Field(alias='b')])`). In some cases, we
+                # end up building the type adapter from a model field annotation so we
+                # need to ignore the warning:
+                if PYDANTIC_VERSION_MINOR_TUPLE >= (2, 12):
+                    from pydantic.warnings import UnsupportedFieldAttributeWarning
+
+                    warnings.simplefilter(
+                        "ignore", category=UnsupportedFieldAttributeWarning
+                    )
+                self._type_adapter: TypeAdapter[Any] = TypeAdapter(
+                    Annotated[self.field_info.annotation, self.field_info]
+                )
 
         def get_default(self) -> Any:
             if self.field_info.is_required():
diff --git a/fastapi/params.py b/fastapi/params.py
index 8f5601dd3..e85375018 100644
--- a/fastapi/params.py
+++ b/fastapi/params.py
@@ -22,7 +22,7 @@ class ParamTypes(Enum):
     cookie = "cookie"
 
 
-class Param(FieldInfo):
+class Param(FieldInfo):  # type: ignore[misc]
     in_: ParamTypes
 
     def __init__(
@@ -136,7 +136,7 @@ class Param(FieldInfo):
         return f"{self.__class__.__name__}({self.default})"
 
 
-class Path(Param):
+class Path(Param):  # type: ignore[misc]
     in_ = ParamTypes.path
 
     def __init__(
@@ -222,7 +222,7 @@ class Path(Param):
         )
 
 
-class Query(Param):
+class Query(Param):  # type: ignore[misc]
     in_ = ParamTypes.query
 
     def __init__(
@@ -306,7 +306,7 @@ class Query(Param):
         )
 
 
-class Header(Param):
+class Header(Param):  # type: ignore[misc]
     in_ = ParamTypes.header
 
     def __init__(
@@ -392,7 +392,7 @@ class Header(Param):
         )
 
 
-class Cookie(Param):
+class Cookie(Param):  # type: ignore[misc]
     in_ = ParamTypes.cookie
 
     def __init__(
@@ -476,7 +476,7 @@ class Cookie(Param):
         )
 
 
-class Body(FieldInfo):
+class Body(FieldInfo):  # type: ignore[misc]
     def __init__(
         self,
         default: Any = Undefined,
@@ -593,7 +593,7 @@ class Body(FieldInfo):
         return f"{self.__class__.__name__}({self.default})"
 
 
-class Form(Body):
+class Form(Body):  # type: ignore[misc]
     def __init__(
         self,
         default: Any = Undefined,
@@ -677,7 +677,7 @@ class Form(Body):
         )
 
 
-class File(Form):
+class File(Form):  # type: ignore[misc]
     def __init__(
         self,
         default: Any = Undefined,
diff --git a/tests/test_multi_body_errors.py b/tests/test_multi_body_errors.py
index 0102f0f1a..33304827a 100644
--- a/tests/test_multi_body_errors.py
+++ b/tests/test_multi_body_errors.py
@@ -185,7 +185,15 @@ def test_openapi_schema():
                                 "title": "Age",
                                 "anyOf": [
                                     {"exclusiveMinimum": 0.0, "type": "number"},
-                                    {"type": "string"},
+                                    IsOneOf(
+                                        # pydantic < 2.12.0
+                                        {"type": "string"},
+                                        # pydantic >= 2.12.0
+                                        {
+                                            "type": "string",
+                                            "pattern": r"^(?!^[-+.]*$)[+-]?0*\d*\.?\d*$",
+                                        },
+                                    ),
                                 ],
                             }
                         )