test_encoder_decoder.py

import openai
import pytest

from ...utils import RemoteOpenAIServer

MODEL_NAME = "facebook/bart-base"


@pytest.fixture(scope="module")
def server():
    args = [
        "--dtype",
        "bfloat16",
        "--enforce-eager",
    ]

    with RemoteOpenAIServer(MODEL_NAME, args) as remote_server:
        yield remote_server


@pytest.fixture(scope="module")
def client(server):
    return server.get_async_client()


@pytest.mark.asyncio
@pytest.mark.parametrize("model_name", [MODEL_NAME])
async def test_single_completion(client: openai.AsyncOpenAI, model_name: str):
    completion = await client.completions.create(model=model_name,
                                                 prompt="Hello, my name is",
                                                 max_tokens=5,
                                                 temperature=0.0)

    assert completion.id is not None
    assert completion.choices is not None and len(completion.choices) == 1

    choice = completion.choices[0]
    assert len(choice.text) >= 5
    assert choice.finish_reason == "length"
    assert completion.usage == openai.types.CompletionUsage(
        completion_tokens=5, prompt_tokens=2, total_tokens=7)

    # test using token IDs
    completion = await client.completions.create(
        model=model_name,
        prompt=[0, 0, 0, 0, 0],
        max_tokens=5,
        temperature=0.0,
    )
    assert len(completion.choices[0].text) >= 1