Test the case when max_new_tokens is very large (#1038)

This commit is contained in:
Lianmin Zheng
2024-08-11 16:41:03 -07:00
committed by GitHub
parent d785412077
commit d84c5e70f7
7 changed files with 100 additions and 14 deletions

View File

@@ -5,13 +5,15 @@ from sglang.test.test_utils import run_unittest_files
suites = {
"minimal": [
"test_eval_accuracy.py",
"test_openai_server.py",
"test_vision_openai_server.py",
"test_embedding_openai_server.py",
"test_chunked_prefill.py",
"test_embedding_openai_server.py",
"test_eval_accuracy.py",
"test_large_max_new_tokens.py",
"test_openai_server.py",
"test_skip_tokenizer_init.py",
"test_torch_compile.py",
"test_models_from_modelscope.py",
"test_vision_openai_server.py",
"test_large_max_new_tokens.py",
"models/test_generation_models.py",
"models/test_embedding_models.py",
"sampling/penaltylib",

View File

@@ -0,0 +1,72 @@
import json
import os
import time
import unittest
from concurrent.futures import ThreadPoolExecutor
import openai
from sglang.srt.hf_transformers_utils import get_tokenizer
from sglang.srt.utils import kill_child_process
from sglang.test.test_utils import DEFAULT_MODEL_NAME_FOR_TEST, popen_launch_server
class TestOpenAIServer(unittest.TestCase):
@classmethod
def setUpClass(cls):
cls.model = DEFAULT_MODEL_NAME_FOR_TEST
cls.base_url = "http://127.0.0.1:8157"
cls.api_key = "sk-123456"
cls.process = popen_launch_server(
cls.model,
cls.base_url,
timeout=300,
api_key=cls.api_key,
other_args=("--max-total-token", "1024"),
env={"SGLANG_CLIP_MAX_NEW_TOKENS": "256", **os.environ},
return_stdout_stderr=True,
)
cls.base_url += "/v1"
cls.tokenizer = get_tokenizer(DEFAULT_MODEL_NAME_FOR_TEST)
@classmethod
def tearDownClass(cls):
kill_child_process(cls.process.pid)
def run_chat_completion(self):
client = openai.Client(api_key=self.api_key, base_url=self.base_url)
response = client.chat.completions.create(
model=self.model,
messages=[
{"role": "system", "content": "You are a helpful AI assistant"},
{
"role": "user",
"content": "Please repeat the world 'hello' for 10000 times.",
},
],
temperature=0,
)
return response
def test_chat_completion(self):
num_requests = 4
futures = []
with ThreadPoolExecutor(16) as executor:
for i in range(num_requests):
futures.append(executor.submit(self.run_chat_completion))
all_requests_running = False
for line in iter(self.process.stderr.readline, ""):
line = str(line)
print(line, end="")
if f"#running-req: {num_requests}" in line:
all_requests_running = True
break
assert all_requests_running
if __name__ == "__main__":
unittest.main()