mirror of
https://github.com/huggingface/transformers.git
synced 2025-07-31 18:22:34 +06:00
76 lines
4.5 KiB
Python
76 lines
4.5 KiB
Python
__version__ = "1.2.0"
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# Work around to update TensorFlow's absl.logging threshold which alters the
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# default Python logging output behavior when present.
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# see: https://github.com/abseil/abseil-py/issues/99
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# and: https://github.com/tensorflow/tensorflow/issues/26691#issuecomment-500369493
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try:
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import absl.logging
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absl.logging.set_verbosity('info')
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absl.logging.set_stderrthreshold('info')
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absl.logging._warn_preinit_stderr = False
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except:
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pass
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# Tokenizer
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from .tokenization_utils import (PreTrainedTokenizer)
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from .tokenization_auto import AutoTokenizer
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from .tokenization_bert import BertTokenizer, BasicTokenizer, WordpieceTokenizer
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from .tokenization_openai import OpenAIGPTTokenizer
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from .tokenization_transfo_xl import (TransfoXLTokenizer, TransfoXLCorpus)
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from .tokenization_gpt2 import GPT2Tokenizer
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from .tokenization_xlnet import XLNetTokenizer, SPIECE_UNDERLINE
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from .tokenization_xlm import XLMTokenizer
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from .tokenization_roberta import RobertaTokenizer
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from .tokenization_distilbert import DistilBertTokenizer
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# Configurations
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from .configuration_utils import PretrainedConfig
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from .configuration_auto import AutoConfig
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from .configuration_bert import BertConfig, BERT_PRETRAINED_CONFIG_ARCHIVE_MAP
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from .configuration_openai import OpenAIGPTConfig, OPENAI_GPT_PRETRAINED_CONFIG_ARCHIVE_MAP
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from .configuration_transfo_xl import TransfoXLConfig, TRANSFO_XL_PRETRAINED_CONFIG_ARCHIVE_MAP
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from .configuration_gpt2 import GPT2Config, GPT2_PRETRAINED_CONFIG_ARCHIVE_MAP
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from .configuration_xlnet import XLNetConfig, XLNET_PRETRAINED_CONFIG_ARCHIVE_MAP
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from .configuration_xlm import XLMConfig, XLM_PRETRAINED_CONFIG_ARCHIVE_MAP
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from .configuration_roberta import RobertaConfig, ROBERTA_PRETRAINED_CONFIG_ARCHIVE_MAP
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from .configuration_distilbert import DistilBertConfig, DISTILBERT_PRETRAINED_CONFIG_ARCHIVE_MAP
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# Modeling
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from .modeling_utils import (PreTrainedModel, prune_layer, Conv1D)
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from .modeling_auto import (AutoModel, AutoModelForSequenceClassification, AutoModelForQuestionAnswering,
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AutoModelWithLMHead)
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from .modeling_bert import (BertPreTrainedModel, BertModel, BertForPreTraining,
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BertForMaskedLM, BertForNextSentencePrediction,
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BertForSequenceClassification, BertForMultipleChoice,
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BertForTokenClassification, BertForQuestionAnswering,
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load_tf_weights_in_bert, BERT_PRETRAINED_MODEL_ARCHIVE_MAP)
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from .modeling_openai import (OpenAIGPTPreTrainedModel, OpenAIGPTModel,
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OpenAIGPTLMHeadModel, OpenAIGPTDoubleHeadsModel,
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load_tf_weights_in_openai_gpt, OPENAI_GPT_PRETRAINED_MODEL_ARCHIVE_MAP)
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from .modeling_transfo_xl import (TransfoXLPreTrainedModel, TransfoXLModel, TransfoXLLMHeadModel,
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load_tf_weights_in_transfo_xl, TRANSFO_XL_PRETRAINED_MODEL_ARCHIVE_MAP)
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from .modeling_gpt2 import (GPT2PreTrainedModel, GPT2Model,
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GPT2LMHeadModel, GPT2DoubleHeadsModel,
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load_tf_weights_in_gpt2, GPT2_PRETRAINED_MODEL_ARCHIVE_MAP)
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from .modeling_xlnet import (XLNetPreTrainedModel, XLNetModel, XLNetLMHeadModel,
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XLNetForSequenceClassification, XLNetForQuestionAnswering, XLNetForMultipleChoice,
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load_tf_weights_in_xlnet, XLNET_PRETRAINED_MODEL_ARCHIVE_MAP)
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from .modeling_xlm import (XLMPreTrainedModel , XLMModel,
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XLMWithLMHeadModel, XLMForSequenceClassification,
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XLMForQuestionAnswering, XLM_PRETRAINED_MODEL_ARCHIVE_MAP)
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from .modeling_roberta import (RobertaForMaskedLM, RobertaModel, RobertaForSequenceClassification,
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RobertaForMultipleChoice, ROBERTA_PRETRAINED_MODEL_ARCHIVE_MAP)
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from .modeling_distilbert import (DistilBertForMaskedLM, DistilBertModel,
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DistilBertForSequenceClassification, DistilBertForQuestionAnswering,
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DISTILBERT_PRETRAINED_MODEL_ARCHIVE_MAP)
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# Optimization
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from .optimization import (AdamW, ConstantLRSchedule, WarmupConstantSchedule, WarmupCosineSchedule,
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WarmupCosineWithHardRestartsSchedule, WarmupLinearSchedule)
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# Files and general utilities
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from .file_utils import (PYTORCH_TRANSFORMERS_CACHE, PYTORCH_PRETRAINED_BERT_CACHE,
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cached_path, add_start_docstrings, add_end_docstrings,
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WEIGHTS_NAME, TF_WEIGHTS_NAME, CONFIG_NAME)
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