mirror of
https://github.com/wassname/alignment-handbook.git
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Lewis Tunstall
44 lines
1.7 KiB
Python
44 lines
1.7 KiB
Python
# Copyright 2023 The HuggingFace Team. All rights reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import os
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import unittest
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from alignment import DataArguments, H4ArgumentParser, ModelArguments, SFTConfig
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class H4ArgumentParserTest(unittest.TestCase):
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def setUp(self):
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self.parser = H4ArgumentParser((ModelArguments, DataArguments, SFTConfig))
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self.yaml_file_path = "tests/fixtures/config_sft_full.yaml"
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def test_load_yaml(self):
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model_args, data_args, training_args = self.parser.parse_yaml_file(os.path.abspath(self.yaml_file_path))
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self.assertEqual(model_args.model_name_or_path, "mistralai/Mistral-7B-v0.1")
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def test_load_yaml_and_args(self):
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command_line_args = [
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"--model_name_or_path=test",
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"--use_peft=true",
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"--lora_r=16",
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"--lora_dropout=0.5",
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]
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model_args, data_args, training_args = self.parser.parse_yaml_and_args(
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os.path.abspath(self.yaml_file_path), command_line_args
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)
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self.assertEqual(model_args.model_name_or_path, "test")
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self.assertEqual(model_args.use_peft, True)
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self.assertEqual(model_args.lora_r, 16)
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self.assertEqual(model_args.lora_dropout, 0.5)
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