import pytest from testing_utils import require_backend_async @pytest.fixture(scope="module") def bloom_560_handle(launcher): with launcher("bigscience/bloom-560m") as handle: yield handle @pytest.fixture(scope="module") async def bloom_560(bloom_560_handle): await bloom_560_handle.health(240) return bloom_560_handle.client @pytest.mark.release @pytest.mark.asyncio @require_backend_async("cuda") async def test_bloom_560m(bloom_560, response_snapshot): # The generated text is different on MI300X, and for what it is worth also different on H100. response = await bloom_560.generate( "Pour déguster un ortolan, il faut tout d'abord", max_new_tokens=10, top_p=0.9, decoder_input_details=True, seed=0, ) assert response.details.generated_tokens == 10 assert response == response_snapshot @pytest.mark.release @pytest.mark.asyncio @require_backend_async("cuda") async def test_bloom_560m_all_params(bloom_560, response_snapshot): # The generated text is different on MI300X, and for what it is worth also different on H100. response = await bloom_560.generate( "Pour déguster un ortolan, il faut tout d'abord", 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.release @pytest.mark.asyncio @require_backend_async("cuda") async def test_bloom_560m_load(bloom_560, generate_load, response_snapshot): # The generated text is different on MI300X, and for what it is worth also different on H100. responses = await generate_load( bloom_560, "Pour déguster un ortolan, il faut tout d'abord", 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