Instructions to use jonl521/modeling_simple with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use jonl521/modeling_simple with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("jonl521/modeling_simple", dtype="auto") - Notebooks
- Google Colab
- Kaggle
| from inspect import cleandoc | |
| import pytest | |
| from setuptools.warnings import SetuptoolsDeprecationWarning, SetuptoolsWarning | |
| _EXAMPLES = { | |
| "default": dict( | |
| args=("Hello {x}", "\n\t{target} {v:.1f}"), | |
| kwargs={"x": 5, "v": 3, "target": "World"}, | |
| expected=""" | |
| Hello 5 | |
| !! | |
| ******************************************************************************** | |
| World 3.0 | |
| ******************************************************************************** | |
| !! | |
| """, | |
| ), | |
| "futue_due_date": dict( | |
| args=("Summary", "Lorem ipsum"), | |
| kwargs={"due_date": (9999, 11, 22)}, | |
| expected=""" | |
| Summary | |
| !! | |
| ******************************************************************************** | |
| Lorem ipsum | |
| By 9999-Nov-22, you need to update your project and remove deprecated calls | |
| or your builds will no longer be supported. | |
| ******************************************************************************** | |
| !! | |
| """, | |
| ), | |
| "past_due_date_with_docs": dict( | |
| args=("Summary", "Lorem ipsum"), | |
| kwargs={"due_date": (2000, 11, 22), "see_docs": "some_page.html"}, | |
| expected=""" | |
| Summary | |
| !! | |
| ******************************************************************************** | |
| Lorem ipsum | |
| This deprecation is overdue, please update your project and remove deprecated | |
| calls to avoid build errors in the future. | |
| See https://setuptools.pypa.io/en/latest/some_page.html for details. | |
| ******************************************************************************** | |
| !! | |
| """, | |
| ), | |
| } | |
| def test_formatting(monkeypatch, example_name): | |
| """ | |
| It should automatically handle indentation, interpolation and things like due date. | |
| """ | |
| args = _EXAMPLES[example_name]["args"] | |
| kwargs = _EXAMPLES[example_name]["kwargs"] | |
| expected = _EXAMPLES[example_name]["expected"] | |
| monkeypatch.setenv("SETUPTOOLS_ENFORCE_DEPRECATION", "false") | |
| with pytest.warns(SetuptoolsWarning) as warn_info: | |
| SetuptoolsWarning.emit(*args, **kwargs) | |
| assert _get_message(warn_info) == cleandoc(expected) | |
| def test_due_date_enforcement(monkeypatch): | |
| class _MyDeprecation(SetuptoolsDeprecationWarning): | |
| _SUMMARY = "Summary" | |
| _DETAILS = "Lorem ipsum" | |
| _DUE_DATE = (2000, 11, 22) | |
| _SEE_DOCS = "some_page.html" | |
| monkeypatch.setenv("SETUPTOOLS_ENFORCE_DEPRECATION", "true") | |
| with pytest.raises(SetuptoolsDeprecationWarning) as exc_info: | |
| _MyDeprecation.emit() | |
| expected = """ | |
| Summary | |
| !! | |
| ******************************************************************************** | |
| Lorem ipsum | |
| This deprecation is overdue, please update your project and remove deprecated | |
| calls to avoid build errors in the future. | |
| See https://setuptools.pypa.io/en/latest/some_page.html for details. | |
| ******************************************************************************** | |
| !! | |
| """ | |
| assert str(exc_info.value) == cleandoc(expected) | |
| def _get_message(warn_info): | |
| return next(warn.message.args[0] for warn in warn_info) | |