96 lines
2.0 KiB
Python
96 lines
2.0 KiB
Python
import unittest
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import pytest
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from axolotl.utils.validation import validate_config
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from axolotl.utils.dict import DictDefault
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class ValidationTest(unittest.TestCase):
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def test_load_4bit_deprecate(self):
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cfg = DictDefault(
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{
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"load_4bit": True,
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}
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)
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with pytest.raises(ValueError):
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validate_config(cfg)
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def test_qlora(self):
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base_cfg = DictDefault(
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{
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"adapter": "qlora",
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}
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)
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cfg = base_cfg | DictDefault(
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{
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"load_in_8bit": True,
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}
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)
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with pytest.raises(ValueError, match=r".*8bit.*"):
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validate_config(cfg)
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cfg = base_cfg | DictDefault(
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{
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"gptq": True,
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}
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)
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with pytest.raises(ValueError, match=r".*gptq.*"):
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validate_config(cfg)
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cfg = base_cfg | DictDefault(
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{
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"load_in_4bit": False,
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}
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)
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with pytest.raises(ValueError, match=r".*4bit.*"):
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validate_config(cfg)
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cfg = base_cfg | DictDefault(
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{
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"load_in_4bit": True,
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}
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)
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validate_config(cfg)
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def test_qlora_merge(self):
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base_cfg = DictDefault(
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{
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"adapter": "qlora",
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"merge_lora": True,
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}
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)
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cfg = base_cfg | DictDefault(
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{
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"load_in_8bit": True,
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}
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)
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with pytest.raises(ValueError, match=r".*8bit.*"):
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validate_config(cfg)
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cfg = base_cfg | DictDefault(
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{
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"gptq": True,
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}
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)
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with pytest.raises(ValueError, match=r".*gptq.*"):
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validate_config(cfg)
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cfg = base_cfg | DictDefault(
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{
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"load_in_4bit": True,
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}
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)
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with pytest.raises(ValueError, match=r".*4bit.*"):
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validate_config(cfg)
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