ColossalAI/applications/Chat/inference/locustfile.py

27 lines
1.0 KiB
Python

from locust import HttpUser, task
samples = [
[
dict(
instruction="Who is the best player in the history of NBA?",
response="The best player in the history of the NBA is widely considered to be Michael Jordan. He is one of the most successful players in the league, having won 6 NBA championships with the Chicago Bulls and 5 more with the Washington Wizards. He is a 5-time MVP, 1",
),
dict(instruction="continue this talk", response=""),
],
[
dict(instruction="Who is the best player in the history of NBA?", response=""),
],
]
class GenerationUser(HttpUser):
@task
def generate(self):
for sample in samples:
data = {"max_new_tokens": 64, "history": sample}
with self.client.post("/generate", json=data, catch_response=True) as response:
if response.status_code in (200, 406):
response.success()
else:
response.failure("Response wrong")