import pytest @pytest.fixture(scope="module") def flash_gemma_handle(launcher): with launcher("gg-hf/gemma-2b", num_shard=1) as handle: yield handle @pytest.fixture(scope="module") async def flash_gemma(flash_gemma_handle): await flash_gemma_handle.health(300) return flash_gemma_handle.client @pytest.mark.skip @pytest.mark.asyncio @pytest.mark.private async def test_flash_gemma(flash_gemma, response_snapshot): response = await flash_gemma.generate( "Test request", max_new_tokens=10, decoder_input_details=True ) assert response.details.generated_tokens == 10 assert response == response_snapshot @pytest.mark.skip @pytest.mark.asyncio @pytest.mark.private async def test_flash_gemma_all_params(flash_gemma, response_snapshot): response = await flash_gemma.generate( "Test request", max_new_tokens=10, repetition_penalty=1.2, return_full_text=True, stop_sequences=["test"], temperature=0.5, top_p=0.9, top_k=10, truncate=5, typical_p=0.9, watermark=True, decoder_input_details=True, seed=0, ) assert response.details.generated_tokens == 10 assert response == response_snapshot @pytest.mark.skip @pytest.mark.asyncio @pytest.mark.private async def test_flash_gemma_load(flash_gemma, generate_load, response_snapshot): responses = await generate_load(flash_gemma, "Test request", 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