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