From 543c7cf86df3d280195b08ad7171f00deb029e7b Mon Sep 17 00:00:00 2001
From: Awni Hannun <awni.hannun@gmail.com>
Date: Wed, 8 Oct 2025 16:38:20 -0700
Subject: [PATCH] typos

---
 mlx/backend/cuda/device/utils.cuh | 4 ++--
 mlx/backend/cuda/kernel_utils.cuh | 6 +++---
 mlx/backend/cuda/utils.h          | 2 +-
 python/tests/test_compile.py      | 2 +-
 4 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/mlx/backend/cuda/device/utils.cuh b/mlx/backend/cuda/device/utils.cuh
index 7ebc5d654..2e017ba21 100644
--- a/mlx/backend/cuda/device/utils.cuh
+++ b/mlx/backend/cuda/device/utils.cuh
@@ -1,6 +1,6 @@
 // Copyright © 2025 Apple Inc.
 
-// This file must not include any host-only code, utilies that work under both
+// This file must not include any host-only code, utilities that work under both
 // host and device can be put here.
 //
 // See more about the requirements at:
@@ -202,7 +202,7 @@ struct Limits<
   }
 };
 
-// CUDA 11 does not have host side arithmatic operators for half types.
+// CUDA 11 does not have host side arithmetic operators for half types.
 template <typename T>
 struct Limits<
     T,
diff --git a/mlx/backend/cuda/kernel_utils.cuh b/mlx/backend/cuda/kernel_utils.cuh
index 7a37361ea..16a21abc1 100644
--- a/mlx/backend/cuda/kernel_utils.cuh
+++ b/mlx/backend/cuda/kernel_utils.cuh
@@ -1,8 +1,8 @@
 // Copyright © 2025 Apple Inc.
 
-// This file includes host-only utilies for writing CUDA kernels, the difference
-// from backend/cuda/device/utils.cuh is that the latter file only include
-// device-only code.
+// This file includes host-only utilities for writing CUDA kernels, the
+// difference from backend/cuda/device/utils.cuh is that the latter file only
+// include device-only code.
 
 #pragma once
 
diff --git a/mlx/backend/cuda/utils.h b/mlx/backend/cuda/utils.h
index e811d5e6c..28082b762 100644
--- a/mlx/backend/cuda/utils.h
+++ b/mlx/backend/cuda/utils.h
@@ -1,6 +1,6 @@
 // Copyright © 2025 Apple Inc.
 
-// This file include utilies that are used by C++ code (i.e. .cpp files).
+// This file include utilities that are used by C++ code (i.e. .cpp files).
 
 #pragma once
 
diff --git a/python/tests/test_compile.py b/python/tests/test_compile.py
index 5eb32ce4d..5321b5ce0 100644
--- a/python/tests/test_compile.py
+++ b/python/tests/test_compile.py
@@ -319,7 +319,7 @@ class TestCompile(mlx_tests.MLXTestCase):
         # Check the state is unchanged
         self.assertEqual(state["y"], 2)
 
-        # Check the udpated state is used
+        # Check the updated state is used
         state["y"] = mx.array(3)
         out = test_state(mx.array(1))
         self.assertEqual(out.item(), 4)