Index

A

Activation_Function_Class (class in transformers.adapter_modeling) Adapter (class in transformers.adapter_modeling) adapter_fusion() (transformers.adapter_bert.BertOutputAdaptersMixin method) (transformers.adapter_bert.BertSelfOutputAdaptersMixin method) adapter_stack_layer() (transformers.adapter_bert.BertOutputAdaptersMixin method) (transformers.adapter_bert.BertSelfOutputAdaptersMixin method) AdapterConfig (class in transformers) AdapterFusionConfig (class in transformers) AdapterFusionLoader (class in transformers) AdapterFusionSentLvlDynamic (class in transformers.adapter_modeling) AdapterLoader (class in transformers)

AdapterType (class in transformers.adapter_utils) add() (transformers.ModelAdaptersConfig method) add_adapter() (transformers.adapter_bert.BertModelAdaptersMixin method) (transformers.ModelAdaptersMixin method) (transformers.ModelWithHeadsAdaptersMixin method) add_classification_head() (transformers.adapter_bert.BertModelHeadsMixin method) add_fusion() (transformers.ModelAdaptersMixin method) add_fusion_layer() (transformers.adapter_bert.BertOutputAdaptersMixin method) (transformers.adapter_bert.BertSelfOutputAdaptersMixin method) add_multiple_choice_head() (transformers.adapter_bert.BertModelHeadsMixin method) add_tagging_head() (transformers.adapter_bert.BertModelHeadsMixin method)

B

BertConfig (class in transformers) BertEncoderAdaptersMixin (class in transformers.adapter_bert) BertForMaskedLM (class in transformers) BertForMultipleChoice (class in transformers) BertForNextSentencePrediction (class in transformers) BertForPreTraining (class in transformers) BertForQuestionAnswering (class in transformers) BertForSequenceClassification (class in transformers) BertForTokenClassification (class in transformers) BertFusion (class in transformers.adapter_modeling)

BertLayerAdaptersMixin (class in transformers.adapter_bert) BertModel (class in transformers) BertModelAdaptersMixin (class in transformers.adapter_bert) BertModelHeadsMixin (class in transformers.adapter_bert) BertModelWithHeads (class in transformers) BertOutputAdaptersMixin (class in transformers.adapter_bert) BertSelfOutputAdaptersMixin (class in transformers.adapter_bert) BertTokenizer (class in transformers) build_inputs_with_special_tokens() (transformers.BertTokenizer method) (transformers.RobertaTokenizer method) (transformers.XLMRobertaTokenizer method)

C

common_config_value() (transformers.ModelAdaptersConfig method) config_class (transformers.RobertaForMaskedLM attribute) (transformers.RobertaForSequenceClassification attribute) (transformers.RobertaForTokenClassification attribute) (transformers.RobertaModel attribute) (transformers.RobertaModelWithHeads attribute) (transformers.XLMRobertaForMaskedLM attribute) (transformers.XLMRobertaForMultipleChoice attribute) (transformers.XLMRobertaForSequenceClassification attribute) (transformers.XLMRobertaForTokenClassification attribute) (transformers.XLMRobertaModel attribute) (transformers.XLMRobertaModelWithHeads attribute)

create_token_type_ids_from_sequences() (transformers.BertTokenizer method) (transformers.RobertaTokenizer method) (transformers.XLMRobertaTokenizer method)

D

DataclassJSONEncoder (class in transformers.adapter_utils) default() (transformers.adapter_utils.DataclassJSONEncoder method) DistilBertConfig (class in transformers) DistilBertForMaskedLM (class in transformers) DistilBertForQuestionAnswering (class in transformers)

DistilBertForSequenceClassification (class in transformers) DistilBertModel (class in transformers) DistilBertModelWithHeads (class in transformers) DistilBertTokenizer (class in transformers) DistilBertTokenizerFast (class in transformers) DynamicAdapterFusionConfig (class in transformers)

E

enable_adapters() (transformers.adapter_bert.BertSelfOutputAdaptersMixin method)

F

filter_func() (transformers.AdapterFusionLoader method) (transformers.AdapterLoader method) (transformers.PredictionHeadLoader method) (transformers.WeightsLoader method) forward() (transformers.BertForMaskedLM method) (transformers.BertForMultipleChoice method) (transformers.BertForNextSentencePrediction method) (transformers.BertForPreTraining method) (transformers.BertForQuestionAnswering method) (transformers.BertForSequenceClassification method) (transformers.BertForTokenClassification method) (transformers.BertModel method) (transformers.BertModelWithHeads method) (transformers.DistilBertForMaskedLM method) (transformers.DistilBertForQuestionAnswering method) (transformers.DistilBertForSequenceClassification method) (transformers.DistilBertModel method) (transformers.DistilBertModelWithHeads method) (transformers.RobertaForMaskedLM method) (transformers.RobertaForSequenceClassification method) (transformers.RobertaForTokenClassification method) (transformers.RobertaModelWithHeads method)

freeze_model() (transformers.ModelAdaptersMixin method)

G

get() (transformers.ModelAdaptersConfig method) get_adapter_config_hash() (in module transformers.adapter_utils) get_adapter_layer() (transformers.adapter_bert.BertOutputAdaptersMixin method) (transformers.adapter_bert.BertSelfOutputAdaptersMixin method) get_adapter_preparams() (transformers.adapter_bert.BertOutputAdaptersMixin method) (transformers.adapter_bert.BertSelfOutputAdaptersMixin method) get_config() (transformers.ModelAdaptersConfig method) get_input_embeddings() (transformers.BertModel method) (transformers.DistilBertModel method) (transformers.RobertaModel method)

get_labels() (transformers.adapter_bert.BertModelHeadsMixin method) get_labels_dict() (transformers.adapter_bert.BertModelHeadsMixin method) get_output_embeddings() (transformers.BertForMaskedLM method) (transformers.BertForPreTraining method) (transformers.DistilBertForMaskedLM method) (transformers.RobertaForMaskedLM method) get_special_tokens_mask() (transformers.BertTokenizer method) (transformers.RobertaTokenizer method) (transformers.XLMRobertaTokenizer method) get_type() (transformers.ModelAdaptersConfig method) GLOWCouplingBlock (class in transformers.adapter_modeling)

H

HoulsbyConfig (class in transformers)

I

init_bert_weights() (transformers.adapter_modeling.Adapter static method)

InvertibleAdapterConfig (class in transformers)

L

load() (transformers.AdapterConfig class method) (transformers.AdapterFusionConfig class method) (transformers.AdapterFusionLoader method) (transformers.AdapterLoader method) (transformers.PredictionHeadLoader method) (transformers.WeightsLoader method)

load_adapter() (transformers.ModelAdaptersMixin method) (transformers.ModelWithHeadsAdaptersMixin method) load_adapter_fusion() (transformers.ModelAdaptersMixin method)

M

ModelAdaptersConfig (class in transformers) ModelAdaptersMixin (class in transformers) ModelWithHeadsAdaptersMixin (class in transformers)

module transformers.adapter_bert transformers.adapter_modeling transformers.adapter_utils

N

NICECouplingBlock (class in transformers.adapter_modeling)

P

PfeifferConfig (class in transformers)

PredictionHeadLoader (class in transformers) pull_from_hub() (in module transformers.adapter_utils)

R

rename_func() (transformers.AdapterFusionLoader method) (transformers.AdapterLoader method) (transformers.PredictionHeadLoader method) (transformers.WeightsLoader method) resolve_adapter_config() (in module transformers.adapter_utils) resolve_adapter_path() (in module transformers.adapter_utils)

RobertaConfig (class in transformers) RobertaForMaskedLM (class in transformers) RobertaForSequenceClassification (class in transformers) RobertaForTokenClassification (class in transformers) RobertaModel (class in transformers) RobertaModelWithHeads (class in transformers) RobertaTokenizer (class in transformers)

S

save() (transformers.AdapterFusionLoader method) (transformers.AdapterLoader method) (transformers.PredictionHeadLoader method) (transformers.WeightsLoader method) save_adapter() (transformers.ModelAdaptersMixin method) (transformers.ModelWithHeadsAdaptersMixin method) save_adapter_fusion() (transformers.ModelAdaptersMixin method) save_all_adapter_fusions() (transformers.ModelAdaptersMixin method) save_all_adapters() (transformers.ModelAdaptersMixin method) (transformers.ModelWithHeadsAdaptersMixin method) save_vocabulary() (transformers.BertTokenizer method) (transformers.RobertaTokenizer method) (transformers.XLMRobertaTokenizer method)

set_active_adapters() (transformers.adapter_bert.BertModelHeadsMixin method) (transformers.ModelAdaptersMixin method) set_adapter_config() (transformers.ModelAdaptersMixin method) set_adapter_fusion_config() (transformers.ModelAdaptersMixin method) set_config() (transformers.ModelAdaptersConfig method) set_input_embeddings() (transformers.BertModel method) (transformers.DistilBertModel method) (transformers.RobertaModel method) sp_model (transformers.XLMRobertaTokenizer attribute) StaticAdapterFusionConfig (class in transformers)

T

train_adapter() (transformers.adapter_bert.BertModelAdaptersMixin method) (transformers.ModelAdaptersMixin method) (transformers.ModelWithHeadsAdaptersMixin method) train_fusion() (transformers.adapter_bert.BertModelAdaptersMixin method) (transformers.ModelAdaptersMixin method) (transformers.ModelWithHeadsAdaptersMixin method)

transformers.adapter_bert module transformers.adapter_modeling module transformers.adapter_utils module

W

WeightsLoader (class in transformers)

WeightsLoaderHelper (class in transformers)

X

XLMRobertaConfig (class in transformers) XLMRobertaForMaskedLM (class in transformers) XLMRobertaForMultipleChoice (class in transformers) XLMRobertaForSequenceClassification (class in transformers)

XLMRobertaForTokenClassification (class in transformers) XLMRobertaModel (class in transformers) XLMRobertaModelWithHeads (class in transformers) XLMRobertaTokenizer (class in transformers)