import pytest @pytest.fixture(scope="module") def flash_neox_handle(launcher): with launcher("stabilityai/stablelm-tuned-alpha-3b", num_shard=1) as handle: yield handle @pytest.fixture(scope="module") async def flash_neox(flash_neox_handle): await flash_neox_handle.health(300) return flash_neox_handle.client @pytest.mark.skip @pytest.mark.asyncio async def test_flash_neox(flash_neox, response_snapshot): response = await flash_neox.generate( "<|USER|>What's your mood today?<|ASSISTANT|>", max_new_tokens=10, decoder_input_details=True, ) assert response.details.generated_tokens == 10 assert response == response_snapshot @pytest.mark.skip @pytest.mark.asyncio async def test_flash_neox_load(flash_neox, generate_load, response_snapshot): responses = await generate_load( flash_neox, "<|USER|>What's your mood today?<|ASSISTANT|>", max_new_tokens=10, n=4, ) generated_texts = [r.generated_text for r in responses] assert len(generated_texts) == 4 assert all( [text == generated_texts[0] for text in generated_texts] ), generated_texts assert responses == response_snapshot