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update benchmark_serving_structured_output to include auto backend #16438

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Apr 11, 2025
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update benchmark_serving_structured_output to include auto backend #16438

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16 changes: 9 additions & 7 deletions benchmarks/benchmark_serving_structured_output.py
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Original file line number Diff line number Diff line change
Expand Up @@ -11,7 +11,7 @@
--model <your_model> \
--dataset json \
--structured-output-ratio 1.0 \
--structured-output-backend xgrammar \
--structured-output-backend auto \
--request-rate 10 \
--num-prompts 1000

Expand Down Expand Up @@ -997,12 +997,14 @@ def main(args: argparse.Namespace):
type=float,
default=1.0,
help="Ratio of Structured Outputs requests")
parser.add_argument(
"--structured-output-backend",
type=str,
choices=["outlines", "lm-format-enforcer", "xgrammar", "guidance"],
default="xgrammar",
help="Backend to use for structured outputs")
parser.add_argument("--structured-output-backend",
type=str,
choices=[
"outlines", "lm-format-enforcer", "xgrammar",
"guidance", "auto"
],
default="auto",
help="Backend to use for structured outputs")

args = parser.parse_args()
main(args)