diff --git a/WORKSPACE b/WORKSPACE
index b5b90f39b..30627523e 100644
--- a/WORKSPACE
+++ b/WORKSPACE
@@ -4,34 +4,34 @@ load("@bazel_tools//tools/build_defs/repo:http.bzl", "http_archive")
 
 http_archive(
     name = "icu",
-    strip_prefix = "icu-release-64-2",
+    build_file = "//third_party/icu:BUILD.bzl",
+    patch_args = ["-p1"],
+    patches = ["//third_party/icu:udata.patch"],
     sha256 = "dfc62618aa4bd3ca14a3df548cd65fe393155edd213e49c39f3a30ccd618fc27",
+    strip_prefix = "icu-release-64-2",
     urls = [
         "https://storage.googleapis.com/mirror.tensorflow.org/github.com/unicode-org/icu/archive/release-64-2.zip",
         "https://github.com/unicode-org/icu/archive/release-64-2.zip",
     ],
-    build_file = "//third_party/icu:BUILD.bzl",
-    patches = ["//third_party/icu:udata.patch"],
-    patch_args = ["-p1"],
 )
 
 http_archive(
     name = "com_google_sentencepiece",
-    strip_prefix = "sentencepiece-0.1.96",
+    build_file = "//third_party/sentencepiece:BUILD",
+    patch_args = ["-p1"],
+    patches = ["//third_party/sentencepiece:sp.patch"],
     sha256 = "8409b0126ebd62b256c685d5757150cf7fcb2b92a2f2b98efb3f38fc36719754",
+    strip_prefix = "sentencepiece-0.1.96",
     urls = [
-        "https://github.com/google/sentencepiece/archive/refs/tags/v0.1.96.zip"
+        "https://github.com/google/sentencepiece/archive/refs/tags/v0.1.96.zip",
     ],
-    build_file = "//third_party/sentencepiece:BUILD",
-    patches = ["//third_party/sentencepiece:sp.patch"],
-    patch_args = ["-p1"],
 )
 
 http_archive(
     name = "cppitertools",
-    urls = ["https://github.com/ryanhaining/cppitertools/archive/refs/tags/v2.0.zip"],
     sha256 = "e56741b108d6baced98c4ccd83fd0d5a545937f2845978799c28d0312c0dee3d",
     strip_prefix = "cppitertools-2.0",
+    urls = ["https://github.com/ryanhaining/cppitertools/archive/refs/tags/v2.0.zip"],
 )
 
 http_archive(
@@ -56,10 +56,10 @@ http_archive(
 
 http_archive(
     name = "org_tensorflow",
-    strip_prefix = "tensorflow-40998f44c0c500ce0f6e3b1658dfbc54f838a82a",
     sha256 = "5a5bc4599964c71277dcac0d687435291e5810d2ac2f6283cc96736febf73aaf",
+    strip_prefix = "tensorflow-40998f44c0c500ce0f6e3b1658dfbc54f838a82a",
     urls = [
-        "https://github.com/tensorflow/tensorflow/archive/40998f44c0c500ce0f6e3b1658dfbc54f838a82a.zip"
+        "https://github.com/tensorflow/tensorflow/archive/40998f44c0c500ce0f6e3b1658dfbc54f838a82a.zip",
     ],
 )
 
@@ -74,13 +74,13 @@ http_archive(
 
 http_archive(
     name = "pybind11",
+    build_file = "//third_party/pybind11:BUILD.bzl",
+    sha256 = "efc901aa0aab439a3fea6efeaf930b5a349fb06394bf845c64ce15a9cf8f0240",
+    strip_prefix = "pybind11-2.13.4",
     urls = [
         "https://storage.googleapis.com/mirror.tensorflow.org/github.com/pybind/pybind11/archive/v2.13.4.tar.gz",
         "https://github.com/pybind/pybind11/archive/v2.13.4.tar.gz",
     ],
-    sha256 = "efc901aa0aab439a3fea6efeaf930b5a349fb06394bf845c64ce15a9cf8f0240",
-    strip_prefix = "pybind11-2.13.4",
-    build_file = "//third_party/pybind11:BUILD.bzl",
 )
 
 http_archive(
@@ -90,6 +90,23 @@ http_archive(
     url = "https://github.com/bazelbuild/rules_shell/releases/download/v0.4.1/rules_shell-v0.4.1.tar.gz",
 )
 
+# Initialize Rules ML Toolchain
+http_archive(
+    name = "rules_ml_toolchain",
+    sha256 = "874a69ad71ed76ca425fb2ce4906cb38da0f624b7fd678807858e010f4f3eff3",
+    strip_prefix = "rules_ml_toolchain-extra-download-clang-fix",
+    urls = [
+        "https://github.com/google-ml-infra/rules_ml_toolchain/archive/refs/heads/extra-download-clang-fix.tar.gz",
+    ],
+)
+
+load(
+    "@rules_ml_toolchain//cc/deps:cc_toolchain_deps.bzl",
+    "cc_toolchain_deps",
+)
+
+cc_toolchain_deps()
+
 # Initialize hermetic Python
 load("@org_tensorflow//third_party/py:python_init_rules.bzl", "python_init_rules")
 
@@ -99,27 +116,31 @@ load("//tensorflow_text:tftext.bzl", "py_deps_profile")
 
 py_deps_profile(
     name = "release_or_nightly",
-    requirements_in = "//oss_scripts/pip_package:requirements.in",
-    pip_repo_name = "pypi",
     deps_map = {
-        "tensorflow": ["tf-nightly", "tf_header_lib", "libtensorflow_framework"],
-        "tf-keras": ["tf-keras-nightly"]
+        "tensorflow": [
+            "tf-nightly",
+            "tf_header_lib",
+            "libtensorflow_framework",
+        ],
+        "tf-keras": ["tf-keras-nightly"],
     },
+    pip_repo_name = "pypi",
+    requirements_in = "//oss_scripts/pip_package:requirements.in",
     switch = {
-        "IS_NIGHTLY": "nightly"
-    }
+        "IS_NIGHTLY": "nightly",
+    },
 )
 
 load("@org_tensorflow//third_party/py:python_init_repositories.bzl", "python_init_repositories")
 
 python_init_repositories(
+    default_python_version = "system",
     requirements = {
         "3.9": "//oss_scripts/pip_package:requirements_lock_3_9.txt",
         "3.10": "//oss_scripts/pip_package:requirements_lock_3_10.txt",
         "3.11": "//oss_scripts/pip_package:requirements_lock_3_11.txt",
         "3.12": "//oss_scripts/pip_package:requirements_lock_3_12.txt",
     },
-    default_python_version = "system",
 )
 
 load("@org_tensorflow//third_party/py:python_init_toolchains.bzl", "python_init_toolchains")
@@ -136,18 +157,28 @@ install_deps()
 
 # Initialize TensorFlow dependencies.
 load("@org_tensorflow//tensorflow:workspace3.bzl", "tf_workspace3")
+
 tf_workspace3()
+
 load("@org_tensorflow//tensorflow:workspace2.bzl", "tf_workspace2")
+
 tf_workspace2()
+
 load("@org_tensorflow//tensorflow:workspace1.bzl", "tf_workspace1")
+
 tf_workspace1()
+
 load("@org_tensorflow//tensorflow:workspace0.bzl", "tf_workspace0")
+
 tf_workspace0()
 
 # Set up Android.
 load("@org_tensorflow//third_party/android:android_configure.bzl", "android_configure")
-android_configure(name="local_config_android")
+
+android_configure(name = "local_config_android")
+
 load("@local_config_android//:android.bzl", "android_workspace")
+
 android_workspace()
 
 load(
@@ -158,7 +189,7 @@ load(
 python_wheel_version_suffix_repository(name = "tf_wheel_version_suffix")
 
 load(
-    "@local_xla//third_party/gpus/cuda/hermetic:cuda_json_init_repository.bzl",
+    "@rules_ml_toolchain//gpu/cuda:cuda_json_init_repository.bzl",
     "cuda_json_init_repository",
 )
 
@@ -170,7 +201,7 @@ load(
     "CUDNN_REDISTRIBUTIONS",
 )
 load(
-    "@local_xla//third_party/gpus/cuda/hermetic:cuda_redist_init_repositories.bzl",
+    "@rules_ml_toolchain//gpu/cuda:cuda_redist_init_repositories.bzl",
     "cuda_redist_init_repositories",
     "cudnn_redist_init_repository",
 )
@@ -184,21 +215,21 @@ cudnn_redist_init_repository(
 )
 
 load(
-    "@local_xla//third_party/gpus/cuda/hermetic:cuda_configure.bzl",
+    "@rules_ml_toolchain//gpu/cuda:cuda_configure.bzl",
     "cuda_configure",
 )
 
 cuda_configure(name = "local_config_cuda")
 
 load(
-    "@local_xla//third_party/nccl/hermetic:nccl_redist_init_repository.bzl",
+    "@rules_ml_toolchain//gpu/nccl:nccl_redist_init_repository.bzl",
     "nccl_redist_init_repository",
 )
 
 nccl_redist_init_repository()
 
 load(
-    "@local_xla//third_party/nccl/hermetic:nccl_configure.bzl",
+    "@rules_ml_toolchain//gpu/nccl:nccl_configure.bzl",
     "nccl_configure",
 )