CLI Implementation with Click (#2107)
* Initial CLI implementation with click package * Adding fetch command for pulling examples and deepspeed configs * Automating default options for CliArgs classes * Mimicking existing no config behavior * bugfix in choose_config * Updating fetch to sync instead of re-download * bugfix * isort fix * fixing yaml isort order * pre-commit fixes * simplifying argument parsing -- pass through kwargs to do_cli * make accelerate launch default for non-preprocess commands * fixing arg handling * testing None placeholder approach * removing hacky --use-gpu argument to preprocess command * Adding brief README documentation for CLI * remove (New) * Initial CLI pytest tests * progress on CLI pytest * adding inference CLI tests; cleanup * Refactor train CLI tests to remove various mocking * Major CLI test refator; adding remaining CLI codepath test coverage * pytest fixes * remove integration markers * parallelizing examples, deepspeed config downloads; rename test to match other CLI test naming * moving cli pytest due to isolation issues; cleanup * testing fixes; various minor improvements * fix * tests fix * Update tests/cli/conftest.py Co-authored-by: Wing Lian <wing.lian@gmail.com> --------- Co-authored-by: Dan Saunders <dan@axolotl.ai> Co-authored-by: Wing Lian <wing.lian@gmail.com>
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tests/cli/conftest.py
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tests/cli/conftest.py
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"""Shared pytest fixtures for cli module."""
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import pytest
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from click.testing import CliRunner
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VALID_TEST_CONFIG = """
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base_model: HuggingFaceTB/SmolLM2-135M
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datasets:
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- path: mhenrichsen/alpaca_2k_test
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type: alpaca
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sequence_len: 2048
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max_steps: 1
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micro_batch_size: 1
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gradient_accumulation_steps: 1
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learning_rate: 1e-3
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special_tokens:
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pad_token: <|endoftext|>
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"""
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@pytest.fixture
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def cli_runner():
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return CliRunner()
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@pytest.fixture
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def valid_test_config():
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return VALID_TEST_CONFIG
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@pytest.fixture
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def config_path(tmp_path):
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"""Creates a temporary config file"""
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path = tmp_path / "config.yml"
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path.write_text(VALID_TEST_CONFIG)
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return path
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