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# flake8: noqa
# There's no way to ignore "F401 '...' imported but unused" warnings in this
# module, but to preserve other warnings. So, don't check this module at all.
# coding=utf-8
# 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.
__version__ = "0.3.0.dev0"
from .mapping import MODEL_TYPE_TO_PEFT_MODEL_MAPPING, PEFT_TYPE_TO_CONFIG_MAPPING, get_peft_config, get_peft_model
from .peft_model import (
PeftModel,
PeftModelForCausalLM,
PeftModelForSeq2SeqLM,
PeftModelForSequenceClassification,
PeftModelForTokenClassification,
)
from .tuners import (
LoraConfig,
LoraModel,
AdaLoraConfig,
AdaLoraModel,
PrefixEncoder,
PrefixTuningConfig,
PromptEmbedding,
PromptEncoder,
PromptEncoderConfig,
PromptEncoderReparameterizationType,
PromptTuningConfig,
PromptTuningInit,
)
from .utils import (
TRANSFORMERS_MODELS_TO_PREFIX_TUNING_POSTPROCESS_MAPPING,
PeftConfig,
PeftType,
PromptLearningConfig,
TaskType,
bloom_model_postprocess_past_key_value,
get_peft_model_state_dict,
prepare_model_for_int8_training,
set_peft_model_state_dict,
shift_tokens_right,
)
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