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+# Copyright 2024 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.
+# ruff: noqa: F401
+"""Contains helpers to serialize tensors."""
+
+from ._base import StateDictSplit, split_state_dict_into_shards_factory
+from ._tensorflow import get_tf_storage_size, split_tf_state_dict_into_shards
+from ._torch import (
+ get_torch_storage_id,
+ get_torch_storage_size,
+ load_state_dict_from_file,
+ load_torch_model,
+ save_torch_model,
+ save_torch_state_dict,
+ split_torch_state_dict_into_shards,
+)