diff --git a/python/mlx/_stub_patterns.txt b/python/mlx/_stub_patterns.txt
new file mode 100644
index 000000000..7cc6826ed
--- /dev/null
+++ b/python/mlx/_stub_patterns.txt
@@ -0,0 +1,20 @@
+mlx.core.distributed.__prefix__:
+  from mlx.core import array, Dtype, Device, Stream
+  from mlx.core.distributed import Group
+  from typing import Sequence, Optional, Union
+
+mlx.core.fast.__prefix__:
+  from mlx.core import array, Dtype, Device, Stream
+  from typing import Sequence, Optional, Union
+
+mlx.core.linalg.__prefix__:
+  from mlx.core import array, Dtype, Device, Stream
+  from typing import Sequence, Optional, Tuple, Union
+
+mlx.core.metal.__prefix__:
+  from mlx.core import array, Dtype, Device, Stream
+  from typing import Sequence, Optional, Union
+
+mlx.core.random.__prefix__:
+  from mlx.core import array, Dtype, Device, Stream
+  from typing import Sequence, Optional, Union
diff --git a/python/src/linalg.cpp b/python/src/linalg.cpp
index 65dd8d0e4..13d61e980 100644
--- a/python/src/linalg.cpp
+++ b/python/src/linalg.cpp
@@ -187,7 +187,7 @@ void init_linalg(nb::module_& parent_module) {
       nb::kw_only(),
       "stream"_a = nb::none(),
       nb::sig(
-          "def qr(a: array, *, stream: Union[None, Stream, Device] = None) -> tuple(array, array)"),
+          "def qr(a: array, *, stream: Union[None, Stream, Device] = None) -> Tuple[array, array]"),
       R"pbdoc(
         The QR factorization of the input matrix.
 
@@ -220,7 +220,7 @@ void init_linalg(nb::module_& parent_module) {
       nb::kw_only(),
       "stream"_a = nb::none(),
       nb::sig(
-          "def svd(a: array, *, stream: Union[None, Stream, Device] = None) -> tuple(array, array, array)"),
+          "def svd(a: array, *, stream: Union[None, Stream, Device] = None) -> Tuple[array, array, array]"),
       R"pbdoc(
         The Singular Value Decomposition (SVD) of the input matrix.
 
diff --git a/setup.py b/setup.py
index 85740bf40..d4ac4a954 100644
--- a/setup.py
+++ b/setup.py
@@ -141,6 +141,8 @@ class GenerateStubs(Command):
             "nanobind.stubgen",
             "-m",
             "mlx.core",
+            "-p",
+            "python/mlx/_stub_patterns.txt",
         ]
         subprocess.run(stub_cmd + ["-r", "-O", out_path])
         # Run again without recursive to specify output file name