mirror of
https://github.com/NVIDIA/Model-Optimizer.git
synced 2026-10-25 06:43:41 +08:00
62 lines
2.1 KiB
Python
62 lines
2.1 KiB
Python
# SPDX-FileCopyrightText: Copyright (c) 2023-2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
|
|
# SPDX-License-Identifier: Apache-2.0
|
|
#
|
|
# 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.
|
|
|
|
import argparse
|
|
|
|
import requests
|
|
|
|
|
|
def get_server_args():
|
|
parser = argparse.ArgumentParser(description=__doc__)
|
|
parser.add_argument("--host", type=str, default="127.0.0.1", help="Host to run the server on")
|
|
parser.add_argument("--port", type=int, default=8000, help="port number")
|
|
parser.add_argument(
|
|
"--prompt",
|
|
nargs="+", # Allows multiple inputs
|
|
required=True,
|
|
help="List of prompts to send (e.g., --prompt 'What is AI?' 'What is golf?')",
|
|
)
|
|
parser.add_argument(
|
|
"--stop",
|
|
nargs="+", # Allows multiple inputs
|
|
default=None,
|
|
help="List of stop words.",
|
|
)
|
|
|
|
return parser.parse_args()
|
|
|
|
|
|
def send_request(host, port, prompts, stop):
|
|
url = f"http://{host}:{port}/v1/completions"
|
|
data = {"prompt": prompts, "stop": stop, "model": "autodeploy_demo"}
|
|
|
|
try:
|
|
response = requests.post(url, json=data, headers={"Content-Type": "application/json"})
|
|
response.raise_for_status() # Check for HTTP errors
|
|
if response.status_code == 200:
|
|
response_dict = response.json()
|
|
for prompt, output in zip(prompts, response_dict["choices"]):
|
|
print(f"{prompt}{output['text']}")
|
|
else:
|
|
print(f"Error: {response.status_code}, {response.text}")
|
|
|
|
except requests.exceptions.RequestException as e:
|
|
print(f"Error: {e}")
|
|
|
|
|
|
if __name__ == "__main__":
|
|
args = get_server_args()
|
|
send_request(args.host, args.port, args.prompt, args.stop)
|