import pytest @pytest.fixture(scope="module") def flash_mistral_handle(launcher): with launcher("mistralai/Mistral-7B-Instruct-v0.1") as handle: yield handle @pytest.fixture(scope="module") async def flash_mistral(flash_mistral_handle): await flash_mistral_handle.health(300) return flash_mistral_handle.client @pytest.mark.asyncio @pytest.mark.private async def test_flash_mistral(flash_mistral, response_snapshot): response = await flash_mistral.generate( "Test request", max_new_tokens=10, decoder_input_details=True ) assert response.details.generated_tokens == 10 assert response.generated_text == ": Let n = 10 - 1" assert response == response_snapshot @pytest.mark.asyncio @pytest.mark.private async def test_flash_mistral_all_params(flash_mistral, response_snapshot): response = await flash_mistral.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.asyncio @pytest.mark.private async def test_flash_mistral_load(flash_mistral, generate_load, response_snapshot): responses = await generate_load( flash_mistral, "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] ), f"{[r.generated_text for r in responses]}" assert responses[0].generated_text == ": Let n = 10 - 1" assert responses == response_snapshot