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A high-throughput and memory-efficient inference and serving engine for LLMs

Mirrored from https://github.com/tduncan-lum/Nvidia-Optimization-Stack---VLLM.git

Synced Nov 4, 16:15 UTC

[Frontend] Delegate to vLLM Omni When `--omni` Passed (#40744)

Signed-off-by: Alex Brooks <albrooks@redhat.com>

Alex Brooks committed Apr 24, 2026 at 10:30 UTC 5e11b403657ebd5507e07200c2ba2b8f186d07da
1 file changed +54 -37
vllm/entrypoints/cli/main.py
+54 -37
@@ -7,6 +7,7 @@ to avoid certain eager import breakage."""
7
8 import importlib.metadata
9 import sys
10 +from importlib.util import find_spec
11
12 from vllm.logger import init_logger
13
@@ -34,47 +35,63 @@ def main():
35
36 cli_env_setup()
37
37 - # For 'vllm bench *': use CPU instead of UnspecifiedPlatform by default
38 - if len(sys.argv) > 1 and sys.argv[1] == "bench":
39 - logger.debug(
40 - "Bench command detected, must ensure current platform is not "
41 - "UnspecifiedPlatform to avoid device type inference error"
42 - )
43 - from vllm import platforms
38 + # If `--omni` arg is passed to the CLI, delegate to vLLM Omni's entrypoint handling
39 + if "--omni" in sys.argv:
40 + # NOTE: Check the spec instead of importing directly here, since things could
41 + # fail with ImportError due to mismatched versions if things are moved around.
42 + spec = find_spec("vllm_omni")
43 + if spec is None:
44 + logger.error(
45 + "--omni flag requires a valid instance of vllm-omni to be installed."
46 + )
47 + sys.exit(1)
48
45 - if platforms.current_platform.is_unspecified():
46 - from vllm.platforms.cpu import CpuPlatform
49 + from vllm_omni.entrypoints.cli.main import main as omni_main
50
48 - platforms.current_platform = CpuPlatform()
49 - logger.info(
50 - "Unspecified platform detected, switching to CPU Platform instead."
51 + logger.info("Delegating entrypoint handling to vllm-omni")
52 + omni_main()
53 + else:
54 + # For 'vllm bench *': use CPU instead of UnspecifiedPlatform by default
55 + if len(sys.argv) > 1 and sys.argv[1] == "bench":
56 + logger.debug(
57 + "Bench command detected, must ensure current platform is not "
58 + "UnspecifiedPlatform to avoid device type inference error"
59 )
60 + from vllm import platforms
61
53 - parser = FlexibleArgumentParser(
54 - description="vLLM CLI",
55 - epilog=VLLM_SUBCMD_PARSER_EPILOG.format(subcmd="[subcommand]"),
56 - )
57 - parser.add_argument(
58 - "-v",
59 - "--version",
60 - action="version",
61 - version=importlib.metadata.version("vllm"),
62 - )
63 - subparsers = parser.add_subparsers(required=False, dest="subparser")
64 - cmds = {}
65 - for cmd_module in CMD_MODULES:
66 - new_cmds = cmd_module.cmd_init()
67 - for cmd in new_cmds:
68 - cmd.subparser_init(subparsers).set_defaults(dispatch_function=cmd.cmd)
69 - cmds[cmd.name] = cmd
70 - args = parser.parse_args()
71 - if args.subparser in cmds:
72 - cmds[args.subparser].validate(args)
73 -
74 - if hasattr(args, "dispatch_function"):
75 - args.dispatch_function(args)
76 - else:
77 - parser.print_help()
62 + if platforms.current_platform.is_unspecified():
63 + from vllm.platforms.cpu import CpuPlatform
64 +
65 + platforms.current_platform = CpuPlatform()
66 + logger.info(
67 + "Unspecified platform detected, switching to CPU Platform instead."
68 + )
69 +
70 + parser = FlexibleArgumentParser(
71 + description="vLLM CLI",
72 + epilog=VLLM_SUBCMD_PARSER_EPILOG.format(subcmd="[subcommand]"),
73 + )
74 + parser.add_argument(
75 + "-v",
76 + "--version",
77 + action="version",
78 + version=importlib.metadata.version("vllm"),
79 + )
80 + subparsers = parser.add_subparsers(required=False, dest="subparser")
81 + cmds = {}
82 + for cmd_module in CMD_MODULES:
83 + new_cmds = cmd_module.cmd_init()
84 + for cmd in new_cmds:
85 + cmd.subparser_init(subparsers).set_defaults(dispatch_function=cmd.cmd)
86 + cmds[cmd.name] = cmd
87 + args = parser.parse_args()
88 + if args.subparser in cmds:
89 + cmds[args.subparser].validate(args)
90 +
91 + if hasattr(args, "dispatch_function"):
92 + args.dispatch_function(args)
93 + else:
94 + parser.print_help()
95
96
97 if __name__ == "__main__":