diff --git a/pkgs/development/python-modules/mlx/darwin-build-fixes.patch b/pkgs/development/python-modules/mlx/darwin-build-fixes.patch
deleted file mode 100644
index e25e6da7d070..000000000000
--- a/pkgs/development/python-modules/mlx/darwin-build-fixes.patch
+++ /dev/null
@@ -1,16 +0,0 @@
-diff --git a/CMakeLists.txt b/CMakeLists.txt
-index ab8aea44..9e1b06f4 100644
---- a/CMakeLists.txt
-+++ b/CMakeLists.txt
-@@ -100,10 +100,7 @@ elseif(MLX_BUILD_METAL)
-   endif()
- 
-   # Throw an error if xcrun not found
--  execute_process(
--    COMMAND zsh "-c" "/usr/bin/xcrun -sdk macosx --show-sdk-version"
--    OUTPUT_VARIABLE MACOS_SDK_VERSION
--    OUTPUT_STRIP_TRAILING_WHITESPACE COMMAND_ERROR_IS_FATAL ANY)
-+  set(MACOS_SDK_VERSION @sdkVersion@)
- 
-   if(${MACOS_SDK_VERSION} LESS 14.0)
-     message(
diff --git a/pkgs/development/python-modules/mlx/default.nix b/pkgs/development/python-modules/mlx/default.nix
index b70ed7de68e8..b21b0223778f 100644
--- a/pkgs/development/python-modules/mlx/default.nix
+++ b/pkgs/development/python-modules/mlx/default.nix
@@ -3,7 +3,6 @@
   stdenv,
   buildPythonPackage,
   fetchFromGitHub,
-  replaceVars,
   nanobind,
 
   # build-system
@@ -12,7 +11,6 @@
   typing-extensions,
 
   # buildInputs
-  apple-sdk,
   fmt,
   nlohmann_json,
   # linux-only
@@ -20,7 +18,6 @@
 
   # tests
   numpy,
-  psutil,
   pytestCheckHook,
   python,
   runCommand,
@@ -42,7 +39,7 @@ let
 in
 buildPythonPackage (finalAttrs: {
   pname = "mlx";
-  version = "0.31.2";
+  version = "0.32.0";
   pyproject = true;
   __structuredAttrs = true;
 
@@ -50,18 +47,12 @@ buildPythonPackage (finalAttrs: {
     owner = "ml-explore";
     repo = "mlx";
     tag = "v${finalAttrs.version}";
-    hash = "sha256-0Oxacz61WGWZrpWw+fMQjEQfwOx1l1L2d0kWl54/LrQ=";
+    hash = "sha256-yHpTyRf9FOPbdyDWSM7b6VC72STnUpgCMLbDxLbdaqs=";
   };
 
   patches = [
     # Use nix packages instead of fetching their sources
-    ./dont-fetch-nanobind.patch
     ./dont-fetch-json.patch
-  ]
-  ++ lib.optionals stdenv.hostPlatform.isDarwin [
-    (replaceVars ./darwin-build-fixes.patch {
-      sdkVersion = apple-sdk.version;
-    })
   ];
 
   postPatch = ''
@@ -92,10 +83,8 @@ buildPythonPackage (finalAttrs: {
         (lib.cmakeBool "MLX_BUILD_METAL" false)
         (lib.cmakeBool "USE_SYSTEM_FMT" true)
         (lib.cmakeOptionType "filepath" "FETCHCONTENT_SOURCE_DIR_GGUFLIB" "${gguf-tools}")
+        (lib.cmakeOptionType "filepath" "FETCHCONTENT_SOURCE_DIR_NANOBIND" "${nanobind.src}")
         (lib.cmakeFeature "CMAKE_CXX_FLAGS" "-I${lib.getDev nlohmann_json}/include/nlohmann")
-
-        # Cmake cannot find nanobind-config.cmake by itself
-        (lib.cmakeFeature "nanobind_DIR" "${nanobind}/${python.sitePackages}/nanobind/cmake")
       ]
       ++ lib.optionals (stdenv.hostPlatform.isDarwin && stdenv.hostPlatform.isx86_64) [
         (lib.cmakeBool "MLX_ENABLE_X64_MAC" true)
@@ -122,7 +111,6 @@ buildPythonPackage (finalAttrs: {
   # Run the mlx Python test suite.
   nativeCheckInputs = [
     numpy
-    psutil
     pytestCheckHook
   ];
 
diff --git a/pkgs/development/python-modules/mlx/dont-fetch-nanobind.patch b/pkgs/development/python-modules/mlx/dont-fetch-nanobind.patch
deleted file mode 100644
index c9822ae1e2c7..000000000000
--- a/pkgs/development/python-modules/mlx/dont-fetch-nanobind.patch
+++ /dev/null
@@ -1,19 +0,0 @@
-diff --git a/CMakeLists.txt b/CMakeLists.txt
-index a2395d02..6d24df02 100644
---- a/CMakeLists.txt
-+++ b/CMakeLists.txt
-@@ -354,13 +354,7 @@ if(MLX_BUILD_PYTHON_BINDINGS)
-     Python 3.10
-     COMPONENTS Interpreter Development.Module
-     REQUIRED)
--  FetchContent_Declare(
--    nanobind
--    GIT_REPOSITORY https://github.com/wjakob/nanobind.git
--    GIT_TAG v2.12.0
--    GIT_SHALLOW TRUE
--    EXCLUDE_FROM_ALL)
--  FetchContent_MakeAvailable(nanobind)
-+  find_package(nanobind CONFIG REQUIRED)
-   add_subdirectory(${CMAKE_CURRENT_LIST_DIR}/python/src)
- endif()
-