# SPDX-FileCopyrightText: Copyright (c) 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved. # SPDX-License-Identifier: Apache-2.0 # # 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. """ModelOpt plugin for enabling automatic save/restore of ModelOpt state for `diffusers` library.""" import types from diffusers import ModelMixin from .huggingface import _new_save_pretrained, _patch_model_init_for_modelopt, register_for_patching __all__ = [] def _new_from_pretrained(cls, /, pretrained_model_name_or_path, *args, **kwargs): """Patch for `cls.from_pretrained` method to restore ModelOpt state.""" with _patch_model_init_for_modelopt(cls, pretrained_model_name_or_path): model = types.MethodType(cls._modelopt_cache["from_pretrained"].__func__, cls)( pretrained_model_name_or_path, *args, **kwargs ) return model modelmixin_patch_methods = [ ("from_pretrained", classmethod(_new_from_pretrained)), ("save_pretrained", _new_save_pretrained), ] register_for_patching("diffusers", ModelMixin, modelmixin_patch_methods)