diff --git a/optimum/commands/export/openvino.py b/optimum/commands/export/openvino.py
new file mode 100644
index 0000000000..37bcb77c4f
--- /dev/null
+++ b/optimum/commands/export/openvino.py
@@ -0,0 +1,84 @@
+# Copyright 2023 The HuggingFace Team. All rights reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+"""Defines the command line for the export with OpenVINO."""
+
+import subprocess
+import sys
+from pathlib import Path
+from typing import TYPE_CHECKING, Optional
+
+from ...exporters import TasksManager
+from ..base import BaseOptimumCLICommand, CommandInfo
+
+
+if TYPE_CHECKING:
+    from argparse import ArgumentParser, Namespace, _SubParsersAction
+
+
+def parse_args_openvino(parser: "ArgumentParser"):
+    required_group = parser.add_argument_group("Required arguments")
+    required_group.add_argument(
+        "-m", "--model", type=str, required=True, help="Model ID on huggingface.co or path on disk to load model from."
+    )
+    required_group.add_argument(
+        "output", type=Path, help="Path indicating the directory where to store the generated OV model."
+    )
+    optional_group = parser.add_argument_group("Optional arguments")
+    optional_group.add_argument(
+        "--task",
+        default="auto",
+        help=(
+            "The task to export the model for. If not specified, the task will be auto-inferred based on the model. Available tasks depend on the model, but are among:"
+            f" {str(TasksManager.get_all_tasks())}. For decoder models, use `xxx-with-past` to export the model using past key values in the decoder."
+        ),
+    )
+    optional_group.add_argument("--cache_dir", type=str, default=None, help="Path indicating where to store cache.")
+
+
+class OVExportCommand(BaseOptimumCLICommand):
+    COMMAND = CommandInfo(name="openvino", help="Export PyTorch models to OpenVINO IR.")
+
+    def __init__(
+        self,
+        subparsers: "_SubParsersAction",
+        args: Optional["Namespace"] = None,
+        command: Optional["CommandInfo"] = None,
+        from_defaults_factory: bool = False,
+        parser: Optional["ArgumentParser"] = None,
+    ):
+        super().__init__(
+            subparsers, args=args, command=command, from_defaults_factory=from_defaults_factory, parser=parser
+        )
+        self.args_string = " ".join(sys.argv[3:])
+
+    @staticmethod
+    def parse_args(parser: "ArgumentParser"):
+        return parse_args_openvino(parser)
+
+
+    def run(self):
+        from ...exporters.openvino.__main__ import main_export
+
+        main_export(
+            model_name_or_path=self.args.model,
+            output=self.args.output,
+            task=self.args.task,
+            # fp16=self.args.fp16,
+            #no_post_process=self.args.no_post_process,
+            # framework=self.args.framework,
+            cache_dir=self.args.cache_dir,
+            # trust_remote_code=self.args.trust_remote_code,
+            # pad_token_id=self.args.pad_token_id,
+            # **input_shapes,
+        )
diff --git a/optimum/commands/register/register_openvino.py b/optimum/commands/register/register_openvino.py
new file mode 100644
index 0000000000..7ae12fa75b
--- /dev/null
+++ b/optimum/commands/register/register_openvino.py
@@ -0,0 +1,19 @@
+# Copyright 2023 The HuggingFace Team. All rights reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# from ..openvino.base import OVCommand
+from ..export.openvino import OVExportCommand
+
+
+REGISTER_COMMANDS = [OVExportCommand]