langchain/libs/partners/huggingface/tests/integration_tests/test_llms.py
Sydney Runkle 8c6734325b
partners[lint]: run pyupgrade to get code in line with 3.9 standards (#30781)
Using `pyupgrade` to get all `partners` code up to 3.9 standards
(mostly, fixing old `typing` imports).
2025-04-11 07:18:44 -04:00

19 lines
662 B
Python

from collections.abc import Generator
from langchain_huggingface.llms import HuggingFacePipeline
def test_huggingface_pipeline_streaming() -> None:
"""Test streaming tokens from huggingface_pipeline."""
llm = HuggingFacePipeline.from_model_id(
model_id="gpt2", task="text-generation", pipeline_kwargs={"max_new_tokens": 10}
)
generator = llm.stream("Q: How do you say 'hello' in German? A:'", stop=["."])
stream_results_string = ""
assert isinstance(generator, Generator)
for chunk in generator:
assert isinstance(chunk, str)
stream_results_string = chunk
assert len(stream_results_string.strip()) > 1