Add accuracy test to CI: MMLU (#882)

This commit is contained in:
Ying Sheng
2024-08-01 21:20:17 -07:00
committed by GitHub
parent 76e59088d8
commit ae7ee01a8e
24 changed files with 831 additions and 136 deletions

View File

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"""
python3 -m sglang.launch_server --model-path TinyLlama/TinyLlama-1.1B-Chat-v0.4 --port 30000
Output:
The capital of France is Paris.\nThe capital of the United States is Washington, D.C.
The capital of the United Kindom is London.\nThe capital of the United Kingdom is London.\nThe capital of
"""
import argparse
import asyncio
import json
import time
import aiohttp
import requests
async def send_request(url, data, delay=0):
await asyncio.sleep(delay)
async with aiohttp.ClientSession() as session:
async with session.post(url, json=data) as resp:
output = await resp.json()
return output
async def main(args):
url = f"{args.host}:{args.port}"
task1 = send_request(
url + "/generate",
{
"text": "The capital of France is",
"sampling_params": {"temperature": 0, "max_new_tokens": 128},
},
delay=1,
)
task2 = send_request(
url + "/generate",
{
"text": "The capital of the United Kindom is",
"sampling_params": {"temperature": 0, "max_new_tokens": 128},
},
)
rets = await asyncio.gather(task1, task2)
print(rets)
if __name__ == "__main__":
parser = argparse.ArgumentParser()
parser.add_argument("--host", type=str, default="http://127.0.0.1")
parser.add_argument("--port", type=int, default=30000)
args = parser.parse_args()
asyncio.run(main(args))