test_skip_tokenizer_init.py

import json
import unittest

import requests

from sglang.srt.utils import kill_child_process
from sglang.test.test_utils import (
    DEFAULT_MODEL_NAME_FOR_TEST,
    DEFAULT_URL_FOR_UNIT_TEST,
    popen_launch_server,
)


class TestSkipTokenizerInit(unittest.TestCase):
    @classmethod
    def setUpClass(cls):
        cls.model = DEFAULT_MODEL_NAME_FOR_TEST
        cls.base_url = DEFAULT_URL_FOR_UNIT_TEST
        cls.process = popen_launch_server(
            cls.model, cls.base_url, timeout=300, other_args=["--skip-tokenizer-init"]
        )

    @classmethod
    def tearDownClass(cls):
        kill_child_process(cls.process.pid)

    def run_decode(self, return_logprob=False, top_logprobs_num=0, n=1):
        response = requests.post(
            self.base_url + "/generate",
            json={
                "input_ids": [
                    119689,
                    50650,
                    18291,
                    30061,
                    5316,
                    26951,
                    119690,
                ],  # The capital of France is
                "sampling_params": {
                    "temperature": 0 if n == 1 else 0.5,
                    "max_new_tokens": 32,
                    "n": n,
                    "stop_token_ids": [119690],
                },
                "stream": False,
                "return_logprob": return_logprob,
                "top_logprobs_num": top_logprobs_num,
                "logprob_start_len": 0,
            },
        )
        print(json.dumps(response.json()))
        print("=" * 100)

    def test_simple_decode(self):
        self.run_decode()

    def test_parallel_sample(self):
        self.run_decode(n=3)

    def test_logprob(self):
        for top_logprobs_num in [0, 3]:
            self.run_decode(
                return_logprob=True,
                top_logprobs_num=top_logprobs_num,
            )


if __name__ == "__main__":
    unittest.main()