diff --git a/.ci/scripts/setup-openvino.sh b/.ci/scripts/setup-openvino.sh
index ff667619125..587494f46ac 100755
--- a/.ci/scripts/setup-openvino.sh
+++ b/.ci/scripts/setup-openvino.sh
@@ -10,19 +10,17 @@ set -ex
 # shellcheck source=/dev/null
 source "$(dirname "${BASH_SOURCE[0]}")/utils.sh"
 
-git clone https://github.com/openvinotoolkit/openvino.git
-cd openvino && git checkout releases/2025/1
-git submodule update --init --recursive
-sudo ./install_build_dependencies.sh
-mkdir build && cd build
-cmake .. -DCMAKE_BUILD_TYPE=Release -DENABLE_PYTHON=ON
-make -j$(nproc)
+# Download and install OpenVINO from release packages
+OPENVINO_VERSION="2025.3"
+OPENVINO_BUILD="2025.3.0.19807.44526285f24"
+OPENVINO_URL="https://storage.openvinotoolkit.org/repositories/openvino/packages/${OPENVINO_VERSION}/linux/openvino_toolkit_ubuntu22_${OPENVINO_BUILD}_x86_64.tgz"
 
-cd ..
-cmake --install build --prefix dist
+curl -Lo /tmp/openvino_toolkit.tgz --retry 3 --fail ${OPENVINO_URL}
+tar -xzf /tmp/openvino_toolkit.tgz
+mv openvino_toolkit_ubuntu22_${OPENVINO_BUILD}_x86_64 openvino
 
-source dist/setupvars.sh
-cd ../backends/openvino
+source openvino/setupvars.sh
+cd backends/openvino
 pip install -r requirements.txt
 cd scripts
 ./openvino_build.sh --enable_python
diff --git a/.ci/scripts/test_openvino.sh b/.ci/scripts/test_openvino.sh
index 85884a6475b..2bb2115b1ec 100755
--- a/.ci/scripts/test_openvino.sh
+++ b/.ci/scripts/test_openvino.sh
@@ -10,7 +10,7 @@ set -ex
 # shellcheck source=/dev/null
 source "$(dirname "${BASH_SOURCE[0]}")/utils.sh"
 
-source openvino/dist/setupvars.sh
+source openvino/setupvars.sh
 cd backends/openvino/tests
 python test_runner.py --test_type ops
 python test_runner.py --test_type models
diff --git a/.github/workflows/pull.yml b/.github/workflows/pull.yml
index c7f6c126a08..854da3baa9c 100644
--- a/.github/workflows/pull.yml
+++ b/.github/workflows/pull.yml
@@ -779,7 +779,6 @@ jobs:
       contents: read
     strategy:
       fail-fast: false
-    if: false # TODO Re-enable after fixing timeouts (#14314)
     with:
       runner: linux.2xlarge
       docker-image: ci-image:executorch-ubuntu-22.04-gcc9
diff --git a/backends/openvino/partitioner.py b/backends/openvino/partitioner.py
index bc3fde573e2..4975dc657c6 100644
--- a/backends/openvino/partitioner.py
+++ b/backends/openvino/partitioner.py
@@ -27,6 +27,10 @@
 
 
 class OpenvinoOperatorsSupport(OperatorSupportBase):
+    extended_support_dict = {
+        "torch.ops.dim_order_ops._clone_dim_order.default": None,
+        "torch.ops.dim_order_ops._to_dim_order_copy.default": None,
+    }
 
     def __init__(
         self,
@@ -62,7 +66,9 @@ def is_node_supported(self, _, node: torch.fx.Node) -> bool:
             op_type = node.target.__name__
         else:
             op_type = str(node.target)
-        supported_ops = OperatorSupport(options)._support_dict
+        supported_ops = (
+            OperatorSupport(options)._support_dict | self.extended_support_dict
+        )
         if op_type == "getitem":
             return True
 
diff --git a/backends/openvino/preprocess.py b/backends/openvino/preprocess.py
index c343f44a8b5..691115f6579 100644
--- a/backends/openvino/preprocess.py
+++ b/backends/openvino/preprocess.py
@@ -14,6 +14,8 @@
     PreprocessResult,
 )
 from executorch.exir.backend.compile_spec_schema import CompileSpec
+
+from executorch.exir.passes.memory_format_ops_pass import DimOrderOpsRevertPass
 from openvino.frontend.pytorch.torchdynamo.compile import (  # type: ignore[import-untyped]
     openvino_compile,
 )
@@ -36,6 +38,12 @@ def preprocess(
         Returns:
             PreprocessResult: The result of preprocessing, including the compiled model bytes.
         """
+        transformed_ep = DimOrderOpsRevertPass()(edge_program.graph_module)
+
+        # Update the edge_program with the transformed graph
+        if transformed_ep and transformed_ep.graph_module:
+            edge_program._graph_module = transformed_ep.graph_module
+
         input_names = edge_program.graph_signature.user_inputs
         args = []
         for node in edge_program.graph.nodes: