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https://github.com/hwchase17/langchain
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3ac08c3de4
Co-authored-by: Bassem Yacoube <125713079+AI-Bassem@users.noreply.github.com> Co-authored-by: Shotaro Kohama <khmshtr28@gmail.com> Co-authored-by: Rian Dolphin <34861538+rian-dolphin@users.noreply.github.com> Co-authored-by: Dev 2049 <dev.dev2049@gmail.com> Co-authored-by: Shashank Deshpande <shashankdeshpande18@gmail.com>
59 lines
1.8 KiB
Python
59 lines
1.8 KiB
Python
"""Test OctoAI API wrapper."""
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from pathlib import Path
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import pytest
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from langchain.llms.loading import load_llm
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from langchain.llms.octoai_endpoint import OctoAIEndpoint
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from tests.integration_tests.llms.utils import assert_llm_equality
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def test_octoai_endpoint_text_generation() -> None:
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"""Test valid call to OctoAI text generation model."""
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llm = OctoAIEndpoint(
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endpoint_url="https://mpt-7b-demo-kk0powt97tmb.octoai.cloud/generate",
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octoai_api_token="<octoai_api_token>",
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model_kwargs={
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"max_new_tokens": 200,
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"temperature": 0.75,
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"top_p": 0.95,
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"repetition_penalty": 1,
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"seed": None,
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"stop": [],
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},
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)
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output = llm("Which state is Los Angeles in?")
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print(output)
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assert isinstance(output, str)
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def test_octoai_endpoint_call_error() -> None:
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"""Test valid call to OctoAI that errors."""
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llm = OctoAIEndpoint(
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endpoint_url="https://mpt-7b-demo-kk0powt97tmb.octoai.cloud/generate",
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model_kwargs={"max_new_tokens": -1},
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)
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with pytest.raises(ValueError):
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llm("Which state is Los Angeles in?")
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def test_saving_loading_endpoint_llm(tmp_path: Path) -> None:
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"""Test saving/loading an OctoAIHub LLM."""
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llm = OctoAIEndpoint(
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endpoint_url="https://mpt-7b-demo-kk0powt97tmb.octoai.cloud/generate",
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octoai_api_token="<octoai_api_token>",
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model_kwargs={
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"max_new_tokens": 200,
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"temperature": 0.75,
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"top_p": 0.95,
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"repetition_penalty": 1,
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"seed": None,
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"stop": [],
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},
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)
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llm.save(file_path=tmp_path / "octoai.yaml")
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loaded_llm = load_llm(tmp_path / "octoai.yaml")
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assert_llm_equality(llm, loaded_llm)
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