diff --git a/.github/workflows/sigbuild-docker-branch.yml b/.github/workflows/sigbuild-docker-branch.yml
index 108fe471efa2db..9f842f9fb27c11 100644
--- a/.github/workflows/sigbuild-docker-branch.yml
+++ b/.github/workflows/sigbuild-docker-branch.yml
@@ -34,7 +34,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: [python3.9, python3.10, python3.11]
+        python-version: [python3.9, python3.10, python3.11, python3.12]
     steps:
       - name: Delete unnecessary tools folder
         run: rm -rf /opt/hostedtoolcache
diff --git a/.github/workflows/sigbuild-docker-presubmit.yml b/.github/workflows/sigbuild-docker-presubmit.yml
index c61e65e7d834c0..03ae6f1dadf63f 100644
--- a/.github/workflows/sigbuild-docker-presubmit.yml
+++ b/.github/workflows/sigbuild-docker-presubmit.yml
@@ -32,7 +32,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: [python3.9, python3.10, python3.11]
+        python-version: [python3.9, python3.10, python3.11, python3.12]
     permissions:
       contents: read
       pull-requests: write
@@ -87,6 +87,7 @@ jobs:
           message: |
             I pushed these containers:
             
+            - `gcr.io/tensorflow-sigs/build:${{ github.event.number }}-python3.12`
             - `gcr.io/tensorflow-sigs/build:${{ github.event.number }}-python3.11`
             - `gcr.io/tensorflow-sigs/build:${{ github.event.number }}-python3.10`
             - `gcr.io/tensorflow-sigs/build:${{ github.event.number }}-python3.9`
diff --git a/.github/workflows/sigbuild-docker.yml b/.github/workflows/sigbuild-docker.yml
index ce9b99c494fc5e..5549f2995ac80f 100644
--- a/.github/workflows/sigbuild-docker.yml
+++ b/.github/workflows/sigbuild-docker.yml
@@ -37,7 +37,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: [python3.9, python3.10, python3.11]
+        python-version: [python3.9, python3.10, python3.11, python3.12]
     steps:
       - name: Delete unnecessary tools folder
         run: rm -rf /opt/hostedtoolcache
diff --git a/tensorflow/tools/ci_build/release/requirements_common.txt b/tensorflow/tools/ci_build/release/requirements_common.txt
index e9a79b120b5672..da3ea7d765f113 100644
--- a/tensorflow/tools/ci_build/release/requirements_common.txt
+++ b/tensorflow/tools/ci_build/release/requirements_common.txt
@@ -5,18 +5,19 @@ absl-py ~= 1.0.0
 astunparse ~= 1.6.3
 flatbuffers ~= 23.5.26
 google_pasta ~= 0.2
-h5py ~= 3.8.0  # Earliest version for Python 3.11
-ml_dtypes ~= 0.2
+h5py ~= 3.10.0  # Earliest version for Python 3.12
+ml_dtypes ~= 0.3.1
 # TODO(b/262592253): Support older versions of NumPy for Python 3.10 and lower
 # to support TFX. Remove when Apache Beam upgrades to newer NumPy.
 numpy ~= 1.22.0; python_version < '3.11'
-numpy ~= 1.23.2; python_version >= '3.11' # Earliest version for Python 3.11
+numpy ~= 1.23.2; python_version == '3.11' # Earliest version for Python 3.11
+numpy ~= 1.26.0; python_version >= '3.12' # Earliest version for Python 3.12
 opt_einsum ~= 3.3.0
 protobuf ~= 3.20.3  # NOTE: Earliest version for Python 3.10
 six ~= 1.16.0
 termcolor ~= 2.1.1
-typing_extensions ~= 3.10.0.0
-wheel ~= 0.38.1
+typing_extensions ~= 4.8.0
+wheel ~= 0.41.2
 wrapt ~= 1.14.1
 
 # We need to pin the gast dependency exactly
@@ -31,14 +32,15 @@ tb-nightly ~= 2.14.0.a
 tf-estimator-nightly ~= 2.14.0.dev
 
 # Test dependencies
-grpcio ~= 1.49.1 # Earliest version for Python 3.11
-portpicker ~= 1.5.2
+grpcio ~= 1.59.0 # Earliest version for Python 3.12
+portpicker ~= 1.6.0
 scipy ~= 1.7.2; python_version < '3.11'
-scipy ~= 1.9.2; python_version >= '3.11' # Earliest version for Python 3.11
+scipy ~= 1.9.2; python_version == '3.11' # Earliest version for Python 3.11
+scipy ~= 1.11.3; python_version >= '3.12' # Earliest version for Python 3.12
 
 # This is usually vendored in setuptools but ensure it gets installed in CI anyway
 # No bound here, we prefer the one in setuptools
 packaging
 
 # For using Python 3.11 with Bazel 6 (b/286090018)
-lit ~= 16.0.5.post0
+lit ~= 17.0.2
diff --git a/tensorflow/tools/tf_sig_build_dockerfiles/builder.devtoolset/build_devtoolset.sh b/tensorflow/tools/tf_sig_build_dockerfiles/builder.devtoolset/build_devtoolset.sh
index 6f4a566fcac306..b4c63677d7ae76 100755
--- a/tensorflow/tools/tf_sig_build_dockerfiles/builder.devtoolset/build_devtoolset.sh
+++ b/tensorflow/tools/tf_sig_build_dockerfiles/builder.devtoolset/build_devtoolset.sh
@@ -184,7 +184,7 @@ esac
 # TODO(klimek): Automate linking in all non-gcc / non-kernel include
 # directories.
 mkdir -p "/${TARGET}/usr/include/x86_64-linux-gnu"
-PYTHON_VERSIONS=("python3.9" "python3.10" "python3.11")
+PYTHON_VERSIONS=("python3.9" "python3.10" "python3.11" "python3.12")
 for v in "${PYTHON_VERSIONS[@]}"; do
   ln -s "/usr/local/include/${v}" "/${TARGET}/usr/include/x86_64-linux-gnu/${v}"
 done
diff --git a/tensorflow/tools/tf_sig_build_dockerfiles/devel.requirements.txt b/tensorflow/tools/tf_sig_build_dockerfiles/devel.requirements.txt
index 9e12049cc6b4dc..62e73c996b1829 100644
--- a/tensorflow/tools/tf_sig_build_dockerfiles/devel.requirements.txt
+++ b/tensorflow/tools/tf_sig_build_dockerfiles/devel.requirements.txt
@@ -8,19 +8,21 @@ absl-py ~= 1.0.0
 astunparse ~= 1.6.3
 flatbuffers ~= 23.5.26
 google_pasta ~= 0.2
-h5py ~= 3.8.0 # Earliest version for Python 3.11
-ml_dtypes ~= 0.2
+h5py ~= 3.10.0 # Earliest version for Python 3.12
+ml_dtypes ~= 0.3.1
 # TODO(b/262592253): Support older versions of NumPy for Python 3.10 and lower
 # to support TFX. Remove when Apache Beam upgrades to newer NumPy.
 numpy ~= 1.22.0; python_version < '3.11'
-numpy ~= 1.23.2; python_version >= '3.11' # Earliest version for Python 3.11
+numpy ~= 1.23.2; python_version == '3.11' # Earliest version for Python 3.11
+numpy ~= 1.26.0; python_version >= '3.12' # Earliest version for Python 3.12
 opt_einsum ~= 3.3.0
-packaging ~= 21.3
+packaging ~= 23.2
 protobuf ~= 3.20.3
 six ~= 1.16.0
 termcolor ~= 2.1.1
-typing_extensions ~= 3.10.0.0
-wheel ~= 0.38.1
+typing_extensions ~= 4.8.0
+wheel ~= 0.41.2
+setuptools >= 68.2.2
 wrapt ~= 1.14.1
 # We need to pin the gast dependency exactly
 gast == 0.4.0
@@ -34,13 +36,14 @@ keras-nightly ~= 2.14.0.dev
 tb-nightly ~= 2.13.0.a
 tf-estimator-nightly ~= 2.14.0.dev
 # Test dependencies
-grpcio ~= 1.49.1 # Earliest version for Python 3.11
-portpicker ~= 1.5.2
+grpcio ~= 1.59.0 # Earliest version for Python 3.12
+portpicker ~= 1.6.0
 scipy ~= 1.7.2; python_version < '3.11'
-scipy ~= 1.9.2; python_version >= '3.11' # Earliest version for Python 3.11
+scipy ~= 1.9.2; python_version == '3.11' # Earliest version for Python 3.11
+scipy ~= 1.11.3; python_version >= '3.12' # Earliest version for Python 3.12
 # Required for TFLite import from JAX tests
-jax ~= 0.3.25
-jaxlib ~= 0.3.25 # Earliest version for Python 3.11
+jax ~= 0.3.25; python_version <= '3.11'
+jaxlib ~= 0.3.25; python_version <= '3.11' # Earliest version for Python 3.11
 # Needs to be addressed. Unblocked 2.4 branchcut cl/338377048
 PyYAML ~= 6.0
 # For uploading
@@ -52,4 +55,4 @@ lxml ~= 4.9.1
 pylint ~= 2.13.9
 
 # For using Python 3.11 with Bazel 6 (b/286090018)
-lit ~= 16.0.5.post0
+lit ~= 17.0.2
diff --git a/tensorflow/tools/tf_sig_build_dockerfiles/setup.python.sh b/tensorflow/tools/tf_sig_build_dockerfiles/setup.python.sh
index 98d23d03eb0006..007ee34858ed2e 100755
--- a/tensorflow/tools/tf_sig_build_dockerfiles/setup.python.sh
+++ b/tensorflow/tools/tf_sig_build_dockerfiles/setup.python.sh
@@ -59,6 +59,7 @@ fi
 curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py
 python3 get-pip.py
 python3 -m pip install --no-cache-dir --upgrade pip
+python3 -m pip install -U setuptools
 
 # Disable the cache dir to save image space, and install packages
 python3 -m pip install --no-cache-dir -r $REQUIREMENTS -U