diff --git a/.github/workflows/publish-to-pypi.yml b/.github/workflows/publish-to-pypi.yml
index cdda3e8..54db03c 100644
--- a/.github/workflows/publish-to-pypi.yml
+++ b/.github/workflows/publish-to-pypi.yml
@@ -17,7 +17,7 @@ jobs:
     - name: Set up Python
       uses: actions/setup-python@v3
       with:
-        python-version: '3.11'
+        python-version: '3.12'
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip
diff --git a/.github/workflows/run-tests.yml b/.github/workflows/run-tests.yml
index f304bbd..0a04d5f 100644
--- a/.github/workflows/run-tests.yml
+++ b/.github/workflows/run-tests.yml
@@ -16,7 +16,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ["3.10", "3.11"]
+        python-version: ["3.11", "3.12"]
 
     steps:
     - uses: actions/checkout@v4
diff --git a/README.md b/README.md
index 53ed076..daae985 100644
--- a/README.md
+++ b/README.md
@@ -52,6 +52,6 @@ For the Jax example to work, you will additionally need to install `absl-py` and
 For additional examples see the `tests` directory.
 
 ## Notes
-* `coremltools` supports up to python 3.11. Do not run hatch with a newer version.
-  Can be controlled using fx `export HATCH_PYTHON=python3.11`
+* `coremltools` supports up to python 3.12. Do not run hatch with a newer version.
+  Can be controlled using fx `export HATCH_PYTHON=python3.12`
 * Run tests using `hatch run test:pytest tests`
diff --git a/pyproject.toml b/pyproject.toml
index d670633..dba7213 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -24,7 +24,7 @@ keywords=[ "stablehlo", "hlo", "xla", "coreml", "machinelearning", "ml", "coreml
 requires-python = ">=3.9"
 
 dependencies = [
-    'coremltools>=8.0; python_version >= "3.9" and python_version <= "3.11"',
+    'coremltools>=8.1; python_version >= "3.10" and python_version <= "3.12"',
     "numpy~=2.0",
 
     # Jax is not actually a strict requirement for the main library.
@@ -42,7 +42,7 @@ path = "stablehlo_coreml/__init__.py"
 packages = ["stablehlo_coreml"]
 
 [[tool.hatch.envs.test.matrix]]
-python = ["3.10", "3.11"]
+python = ["3.11", "3.12"]
 
 [tool.hatch.envs.test]
 randomize = true
@@ -59,7 +59,7 @@ extra-dependencies = [
 ]
 
 [[tool.hatch.envs.test-pytorch.matrix]]
-python = ["3.10", "3.11"]
+python = ["3.11", "3.12"]
 
 [tool.hatch.envs.test-pytorch]
 randomize = true