import pytest from testing_utils import require_backend_async @pytest.fixture(scope="module") def flash_santacoder_handle(launcher): with launcher("bigcode/santacoder") as handle: yield handle @pytest.fixture(scope="module") async def flash_santacoder(flash_santacoder_handle): await flash_santacoder_handle.health(300) return flash_santacoder_handle.client @pytest.mark.release @pytest.mark.asyncio @require_backend_async("cuda", "xpu") async def test_flash_santacoder(flash_santacoder, response_snapshot): # TODO: This test does not pass on ROCm although it should. To be investigated. response = await flash_santacoder.generate( "def print_hello", max_new_tokens=10, decoder_input_details=True ) assert response.details.generated_tokens == 10 assert response == response_snapshot @pytest.mark.release @pytest.mark.asyncio async def test_flash_santacoder_load( flash_santacoder, generate_load, response_snapshot ): responses = await generate_load( flash_santacoder, "def print_hello", max_new_tokens=10, n=4 ) assert len(responses) == 4 assert all([r.generated_text == responses[0].generated_text for r in responses]) assert responses == response_snapshot