diff --git a/vllm/entrypoints/cli/main.py b/vllm/entrypoints/cli/main.py
index 2261ef233134..ac7f9e0a7e02 100644
--- a/vllm/entrypoints/cli/main.py
+++ b/vllm/entrypoints/cli/main.py
@@ -7,6 +7,7 @@
 
 import importlib.metadata
 import sys
+from importlib.util import find_spec
 
 from vllm.logger import init_logger
 
@@ -34,47 +35,63 @@ def main():
 
     cli_env_setup()
 
-    # For 'vllm bench *': use CPU instead of UnspecifiedPlatform by default
-    if len(sys.argv) > 1 and sys.argv[1] == "bench":
-        logger.debug(
-            "Bench command detected, must ensure current platform is not "
-            "UnspecifiedPlatform to avoid device type inference error"
-        )
-        from vllm import platforms
+    # If `--omni` arg is passed to the CLI, delegate to vLLM Omni's entrypoint handling
+    if "--omni" in sys.argv:
+        # NOTE: Check the spec instead of importing directly here, since things could
+        # fail with ImportError due to mismatched versions if things are moved around.
+        spec = find_spec("vllm_omni")
+        if spec is None:
+            logger.error(
+                "--omni flag requires a valid instance of vllm-omni to be installed."
+            )
+            sys.exit(1)
 
-        if platforms.current_platform.is_unspecified():
-            from vllm.platforms.cpu import CpuPlatform
+        from vllm_omni.entrypoints.cli.main import main as omni_main
 
-            platforms.current_platform = CpuPlatform()
-            logger.info(
-                "Unspecified platform detected, switching to CPU Platform instead."
+        logger.info("Delegating entrypoint handling to vllm-omni")
+        omni_main()
+    else:
+        # For 'vllm bench *': use CPU instead of UnspecifiedPlatform by default
+        if len(sys.argv) > 1 and sys.argv[1] == "bench":
+            logger.debug(
+                "Bench command detected, must ensure current platform is not "
+                "UnspecifiedPlatform to avoid device type inference error"
             )
+            from vllm import platforms
 
-    parser = FlexibleArgumentParser(
-        description="vLLM CLI",
-        epilog=VLLM_SUBCMD_PARSER_EPILOG.format(subcmd="[subcommand]"),
-    )
-    parser.add_argument(
-        "-v",
-        "--version",
-        action="version",
-        version=importlib.metadata.version("vllm"),
-    )
-    subparsers = parser.add_subparsers(required=False, dest="subparser")
-    cmds = {}
-    for cmd_module in CMD_MODULES:
-        new_cmds = cmd_module.cmd_init()
-        for cmd in new_cmds:
-            cmd.subparser_init(subparsers).set_defaults(dispatch_function=cmd.cmd)
-            cmds[cmd.name] = cmd
-    args = parser.parse_args()
-    if args.subparser in cmds:
-        cmds[args.subparser].validate(args)
-
-    if hasattr(args, "dispatch_function"):
-        args.dispatch_function(args)
-    else:
-        parser.print_help()
+            if platforms.current_platform.is_unspecified():
+                from vllm.platforms.cpu import CpuPlatform
+
+                platforms.current_platform = CpuPlatform()
+                logger.info(
+                    "Unspecified platform detected, switching to CPU Platform instead."
+                )
+
+        parser = FlexibleArgumentParser(
+            description="vLLM CLI",
+            epilog=VLLM_SUBCMD_PARSER_EPILOG.format(subcmd="[subcommand]"),
+        )
+        parser.add_argument(
+            "-v",
+            "--version",
+            action="version",
+            version=importlib.metadata.version("vllm"),
+        )
+        subparsers = parser.add_subparsers(required=False, dest="subparser")
+        cmds = {}
+        for cmd_module in CMD_MODULES:
+            new_cmds = cmd_module.cmd_init()
+            for cmd in new_cmds:
+                cmd.subparser_init(subparsers).set_defaults(dispatch_function=cmd.cmd)
+                cmds[cmd.name] = cmd
+        args = parser.parse_args()
+        if args.subparser in cmds:
+            cmds[args.subparser].validate(args)
+
+        if hasattr(args, "dispatch_function"):
+            args.dispatch_function(args)
+        else:
+            parser.print_help()
 
 
 if __name__ == "__main__":