[TRL] Provide SFT method and an example #1434
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annywsy
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lvyufeng
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Aug 9, 2024
mindnlp/trl/examples/sft_test.py
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| # imports | |||
| from mindnlp.dataset import load_dataset | |||
lvyufeng
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Aug 9, 2024
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| # import mindspore.numpy as np | ||
| # import mindspore as ms | ||
| from mindspore import ops |
lvyufeng
reviewed
Aug 9, 2024
| #管理和控制分布式训练环境下的训练进程 | ||
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| import mindspore as ms | ||
| from mindspore import nn |
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统一改为 from mindnlp.core import nn, ops
后续的接口都用mindnlp.core里的
lvyufeng
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Aug 9, 2024
mindnlp/trl/trainer/sft_trainer.py
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| '''Copyright 2023 The HuggingFace Team. All rights reserved. | |||
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这个文件放到 mindnlp/engine/trainer里
lvyufeng
reviewed
Aug 9, 2024
mindnlp/trl/trainer/sft_trainer.py
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| import mindspore as ms | ||
| from mindspore import nn | ||
| from mindspore.dataset import Dataset, transforms | ||
| from mindspore.nn.learning_rate_schedule import LearningRateSchedule |
lvyufeng
reviewed
Aug 9, 2024
mindnlp/trl/trainer/utils.py
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| import mindspore.numpy as np | ||
| # import pandas as pd | ||
| import mindspore as ms | ||
| import mindspore.ops as ops |
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pylint没过 |
lvyufeng
reviewed
Sep 26, 2024
llm/trl/kto_test.py
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| '''Copyright 2024 The HuggingFace Inc. team. All rights reserved. | ||
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| Licensed under the Apache License, Version 2.0 (the "License"); | ||
| you may not use this file except in compliance with the License. |
lvyufeng
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Sep 26, 2024
| # See the License for the specific language governing permissions and | ||
| # limitations under the License. | ||
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| # pylint: disable=C,R |
lvyufeng
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Sep 26, 2024
mindnlp/trl/models/modeling_base.py
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| from copy import deepcopy | ||
| from typing import Optional | ||
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| # import torch |
lvyufeng
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Sep 26, 2024
mindnlp/trl/models/modeling_base.py
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| LocalEntryNotFoundError, | ||
| RepositoryNotFoundError, | ||
| ) | ||
| # from safetensors.torch import load_file as safe_load_file |
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from mindnlp.core.serialization import safe_load_file
lvyufeng
reviewed
Sep 26, 2024
sft_test.py
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| ''' | |||
| This file is an example for sft method. | |||
| ''' | |||
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###PR内容###
提供了SFT方法和所需的配置文件，并在exaples文件夹下提供sft调用的示例。