MoRA/peft_mora/utils/integrations.py

# Copyright 2023-present the HuggingFace Inc. team.
#
# 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.

from contextlib import contextmanager

import packaging.version
import torch
import transformers


@contextmanager
def gather_params_ctx(module: torch.nn.Module, modifier_rank: int = 0):
    """Call DeepSpeed GatheredParameters context manager if DeepSpeed is enabled, otherwise do nothing."""
    if packaging.version.parse(transformers.__version__) >= packaging.version.parse("4.33.0"):
        from transformers.integrations import is_deepspeed_zero3_enabled
    else:
        from transformers.deepspeed import is_deepspeed_zero3_enabled

    if not is_deepspeed_zero3_enabled():
        yield
        return

    import deepspeed

    params_to_gather = module.parameters()
    with deepspeed.zero.GatheredParameters(params_to_gather, modifier_rank=modifier_rank):
        yield
    return