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#[] Transformers::ClassInstantier
#[] Transformers::PipelineDataset
#[] Transformers::ModelOutput
#[] Transformers::BatchFeature
#[] Transformers::LazyConfigMapping
#[] Transformers::LazyAutoMapping
#[] Transformers::BatchEncoding
#[] Transformers::PipelineIterator
_as_int Transformers::HfHub
#_attn_implementation Transformers::PretrainedConfig
#_backward_compatibility_gradient_checkpointing Transformers::PreTrainedModel
_cache_commit_hash_for_specific_revision Transformers::HfHub
_check_disk_space Transformers::HfHub
_chmod_and_move Transformers::HfHub
#_commit_hash Transformers::PretrainedConfig
#_convert_token_to_id Transformers::Bert::BertTokenizer
#_convert_token_to_id Transformers::PreTrainedTokenizer
#_convert_token_to_id Transformers::Distilbert::DistilBertTokenizer
#_convert_token_to_id_with_added_voc Transformers::PreTrainedTokenizerFast
#_convert_token_to_id_with_added_voc Transformers::PreTrainedTokenizer
_create_symlink Transformers::HfHub
#_dict Transformers::PretrainedConfig
_download_to_tmp_and_move Transformers::HfHub
#_encode_plus Transformers::PreTrainedTokenizer
#_ensure_tensor_on_device Transformers::Pipeline
#_eventual_warn_about_too_long_sequence Transformers::PreTrainedTokenizerBase
#_forward Transformers::EmbeddingPipeline
#_forward Transformers::FeatureExtractionPipeline
#_forward Transformers::ImageClassificationPipeline
#_forward Transformers::RerankingPipeline
#_forward Transformers::ImageFeatureExtractionPipeline
#_forward Transformers::QuestionAnsweringPipeline
#_forward Transformers::TokenClassificationPipeline
_from_pretrained Transformers::PreTrainedTokenizerBase
#_gelu_python Transformers::GELUActivation
_get_default_logging_level Transformers
#_get_is_as_tensor_fns Transformers::BatchFeature
_get_metadata_or_catch_error Transformers::HfHub
_get_pointer_path Transformers::HfHub
_hf_hub_download_to_cache_dir Transformers::HfHub
_http_user_agent Transformers::HfHub
#_init_weights Transformers::Mpnet::MPNetPreTrainedModel
#_init_weights Transformers::Bert::BertPreTrainedModel
#_init_weights Transformers::PreTrainedModel
#_init_weights Transformers::XlmRoberta::XLMRobertaPreTrainedModel
#_init_weights Transformers::DebertaV2::DebertaV2PreTrainedModel
#_init_weights Transformers::Distilbert::DistilBertPreTrainedModel
#_init_weights Transformers::Vit::ViTPreTrainedModel
#_initialize_weights Transformers::PreTrainedModel
_int_or_none Transformers::HfHub
_is_numo Transformers::Utils
_is_torch Transformers::Utils
_is_torch_device Transformers::Utils
_is_true Transformers::HfHub
#_is_whitespace Transformers::SquadExample
_normalize_etag Transformers::HfHub
#_prune_heads Transformers::Vit::ViTModel
#_prune_heads Transformers::Bert::BertModel
#_prune_heads Transformers::Distilbert::DistilBertModel
#_prune_heads Transformers::DebertaV2::DebertaV2Model
#_prune_heads Transformers::XlmRoberta::XLMRobertaModel
#_prune_heads Transformers::Mpnet::MPNetModel
_raise_on_head_call_error Transformers::HfHub
#_reorder_cache Transformers::XlmRoberta::XLMRobertaForCausalLM
_request_wrapper Transformers::HfHub
_rescale_for_pil_conversion Transformers::ImageTransforms
#_sanitize_parameters Transformers::RerankingPipeline
#_sanitize_parameters Transformers::QuestionAnsweringPipeline
#_sanitize_parameters Transformers::ImageFeatureExtractionPipeline
#_sanitize_parameters Transformers::FeatureExtractionPipeline
#_sanitize_parameters Transformers::EmbeddingPipeline
#_sanitize_parameters Transformers::ImageClassificationPipeline
#_sanitize_parameters Transformers::TokenClassificationPipeline
#_tie_weights Transformers::XlmRoberta::XLMRobertaLMHead
#_tie_weights Transformers::Bert::BertLMPredictionHead
#_tie_weights Transformers::Mpnet::MPNetLMHead
#_tie_weights Transformers::DebertaV2::DebertaV2LMPredictionHead
_validate_token_to_send Transformers::HfHub
#activation Transformers::Distilbert::DistilBertConfig
#add_cross_attention Transformers::PretrainedConfig
#aggregate Transformers::TokenClassificationPipeline
#aggregate_word Transformers::TokenClassificationPipeline
#aggregate_words Transformers::TokenClassificationPipeline
apply Transformers::DebertaV2::XDropout
apply Transformers::DebertaV2::XSoftmax
apply_chunking_to_forward Transformers::TorchUtils
#architectures Transformers::PretrainedConfig
#attention_dropout Transformers::Distilbert::DistilBertConfig
#attention_probs_dropout_prob Transformers::Bert::BertConfig
#attention_probs_dropout_prob Transformers::DebertaV2::DebertaV2Config
#attention_probs_dropout_prob Transformers::Vit::ViTConfig
#attention_probs_dropout_prob Transformers::XlmRoberta::XLMRobertaConfig
#attention_probs_dropout_prob Transformers::Mpnet::MPNetConfig
attribute Transformers::ModelOutput
attributes Transformers::ModelOutput
#backend_tokenizer Transformers::PreTrainedTokenizerFast
#base_model Transformers::PreTrainedModel
#basic_tokenizer Transformers::Distilbert::DistilBertTokenizer
#basic_tokenizer Transformers::Bert::BertTokenizer
#bos_token_id Transformers::SpecialTokensMixin
#bos_token_id Transformers::XlmRoberta::XLMRobertaConfig
#bos_token_id Transformers::Mpnet::MPNetConfig
build_hf_headers Transformers::HfHub
#build_inputs_with_special_tokens Transformers::DebertaV2::DebertaV2TokenizerFast
#build_inputs_with_special_tokens Transformers::XlmRoberta::XLMRobertaTokenizerFast
#build_inputs_with_special_tokens Transformers::Distilbert::DistilBertTokenizerFast
#build_inputs_with_special_tokens Transformers::Mpnet::MPNetTokenizerFast
build_relative_position Transformers::DebertaV2
c2p_dynamic_expand Transformers::DebertaV2
cached_file Transformers::Utils::Hub
#call Transformers::RerankingPipeline
#call Transformers::QuestionAnsweringPipeline
#call Transformers::Pipeline
#call Transformers::PreTrainedTokenizerBase
#call Transformers::QuestionAnsweringArgumentHandler
#call Transformers::BaseImageProcessor
#can_generate Transformers::PreTrainedModel
#can_save_slow_tokenizer Transformers::DebertaV2::DebertaV2TokenizerFast
#can_save_slow_tokenizer Transformers::XlmRoberta::XLMRobertaTokenizerFast
#check_model_type Transformers::Pipeline
#check_task Transformers::PipelineRegistry
#chunk_size_feed_forward Transformers::PretrainedConfig
#class_attribute Transformers::ClassAttribute
#classifier_dropout Transformers::Bert::BertConfig
#classifier_dropout Transformers::XlmRoberta::XLMRobertaConfig
#clear_context Transformers::DebertaV2::StableDropout
#cls_token_id Transformers::SpecialTokensMixin
#commit_hash Transformers::HfHub::HfFileMetadata
#compute_position_bias Transformers::Mpnet::MPNetEncoder
#config Transformers::PreTrainedModel
#context_text Transformers::SquadExample
#convert_ids_to_tokens Transformers::PreTrainedTokenizerFast
convert_slow_tokenizer Transformers::ConvertSlowTokenizer
#convert_to_tensors Transformers::BatchEncoding
#convert_to_tensors Transformers::BatchFeature
#convert_tokens_to_ids Transformers::PreTrainedTokenizerFast
#convert_tokens_to_ids Transformers::PreTrainedTokenizer
#convert_tokens_to_string Transformers::PreTrainedTokenizerFast
#converted Transformers::ConvertSlowTokenizer::BertConverter
#converted Transformers::ConvertSlowTokenizer::Converter
#create_position_ids_from_input_ids Transformers::Mpnet::MPNetEmbeddings
#create_position_ids_from_input_ids Transformers::XlmRoberta::XLMRobertaEmbeddings
#create_position_ids_from_inputs_embeds Transformers::Mpnet::MPNetEmbeddings
#create_position_ids_from_inputs_embeds Transformers::XlmRoberta::XLMRobertaEmbeddings
create_sample Transformers::QuestionAnsweringPipeline
#create_token_type_ids_from_sequences Transformers::Mpnet::MPNetTokenizerFast
#create_token_type_ids_from_sequences Transformers::Distilbert::DistilBertTokenizerFast
#create_token_type_ids_from_sequences Transformers::DebertaV2::DebertaV2TokenizerFast
#create_token_type_ids_from_sequences Transformers::XlmRoberta::XLMRobertaTokenizerFast
#decode_spans Transformers::QuestionAnsweringPipeline
deepcopy Transformers::Copy
#delete Transformers::BatchEncoding
#dequantize Transformers::PreTrainedModel
#device Transformers::ModuleUtilsMixin
#dim Transformers::Distilbert::DistilBertConfig
#disentangled_attention_bias Transformers::DebertaV2::DisentangledSelfAttention
display_progress Transformers::HfHub
#do_lower_case Transformers::Distilbert::DistilBertTokenizer::BasicTokenizer
#do_lower_case Transformers::Bert::BertTokenizer::BasicTokenizer
#do_split_on_punc Transformers::Bert::BertTokenizer::BasicTokenizer
#dropout Transformers::Distilbert::DistilBertConfig
#dummy_inputs Transformers::PreTrainedModel
#each Transformers::PipelineIterator
#encode Transformers::SentenceTransformer
#encoder_stride Transformers::Vit::ViTConfig
#encodings Transformers::BatchEncoding
#eos_token_id Transformers::XlmRoberta::XLMRobertaConfig
#eos_token_id Transformers::SpecialTokensMixin
#eos_token_id Transformers::Mpnet::MPNetConfig
#etag Transformers::HfHub::HfFileMetadata
extract_commit_hash Transformers::Utils::Hub
fast_init Transformers
#feed_forward_chunk Transformers::Bert::BertLayer
#feed_forward_chunk Transformers::XlmRoberta::XLMRobertaLayer
#ff_chunk Transformers::Distilbert::FFN
#forward Transformers::Bert::BertOnlyMLMHead
#forward Transformers::Mpnet::MPNetOutput
#forward Transformers::DebertaV2::ConvLayer
#forward Transformers::XlmRoberta::XLMRobertaForCausalLM
#forward Transformers::Mpnet::MPNetModel
#forward Transformers::DebertaV2::DebertaV2Layer
#forward Transformers::Bert::BertEncoder
#forward Transformers::Bert::BertForTokenClassification
#forward Transformers::DebertaV2::DebertaV2PredictionHeadTransform
#forward Transformers::XlmRoberta::XLMRobertaOutput
#forward Transformers::Mpnet::MPNetForSequenceClassification
#forward Transformers::DebertaV2::DebertaV2LMPredictionHead
#forward Transformers::XlmRoberta::XLMRobertaLayer
#forward Transformers::XlmRoberta::XLMRobertaForMaskedLM
#forward Transformers::Distilbert::TransformerBlock
#forward Transformers::Mpnet::MPNetIntermediate
#forward Transformers::Mpnet::MPNetForTokenClassification
#forward Transformers::XlmRoberta::XLMRobertaForSequenceClassification
#forward Transformers::DebertaV2::DebertaV2Intermediate
#forward Transformers::Distilbert::DistilBertForSequenceClassification
#forward Transformers::XlmRoberta::XLMRobertaSelfAttention
#forward Transformers::XlmRoberta::XLMRobertaIntermediate
#forward Transformers::XlmRoberta::XLMRobertaAttention
#forward Transformers::DebertaV2::ContextPooler
#forward Transformers::DebertaV2::DebertaV2Output
#forward Transformers::XlmRoberta::XLMRobertaSelfOutput
#forward Transformers::DebertaV2::DebertaV2SelfOutput
#forward Transformers::XlmRoberta::XLMRobertaModel
#forward Transformers::Distilbert::DistilBertModel
#forward Transformers::Mpnet::MPNetPooler
#forward Transformers::Mpnet::MPNetAttention
#forward Transformers::Bert::BertSelfAttention
#forward Transformers::Mpnet::MPNetSelfAttention
#forward Transformers::XlmRoberta::XLMRobertaClassificationHead
#forward Transformers::Bert::BertOutput
#forward Transformers::Bert::BertSelfOutput
#forward Transformers::DebertaV2::DebertaV2Model
#forward Transformers::Bert::BertLayer
#forward Transformers::Bert::BertPredictionHeadTransform
#forward Transformers::Distilbert::Embeddings
#forward Transformers::DebertaV2::DebertaV2ForMultipleChoice
#forward Transformers::Mpnet::MPNetForQuestionAnswering
#forward Transformers::Distilbert::DistilBertForQuestionAnswering
#forward Transformers::DebertaV2::DebertaV2ForQuestionAnswering
#forward Transformers::DebertaV2::DebertaV2OnlyMLMHead
#forward Transformers::DebertaV2::StableDropout
#forward Transformers::DebertaV2::DebertaV2Attention
#forward Transformers::Bert::BertPooler
#forward Transformers::DebertaV2::DebertaV2Encoder
#forward Transformers::Bert::BertIntermediate
#forward Transformers::Bert::BertModel
#forward Transformers::Bert::BertLMPredictionHead
#forward Transformers::GELUActivation
#forward Transformers::DebertaV2::DebertaV2Embeddings
#forward Transformers::Mpnet::MPNetLMHead
#forward Transformers::XlmRoberta::XLMRobertaForMultipleChoice
#forward Transformers::Bert::BertForMaskedLM
#forward Transformers::Distilbert::DistilBertForMaskedLM
#forward Transformers::Mpnet::MPNetClassificationHead
#forward Transformers::Distilbert::Transformer
#forward Transformers::Vit::ViTForImageClassification
#forward Transformers::Vit::ViTPooler
#forward Transformers::Vit::ViTModel
#forward Transformers::Vit::ViTEncoder
#forward Transformers::Vit::ViTLayer
#forward Transformers::XlmRoberta::XLMRobertaPooler
#forward Transformers::Mpnet::MPNetLayer
#forward Transformers::Mpnet::MPNetEncoder
#forward Transformers::Distilbert::FFN
#forward Transformers::Vit::ViTAttention
#forward Transformers::Vit::ViTIntermediate
#forward Transformers::Vit::ViTOutput
#forward Transformers::XlmRoberta::XLMRobertaForTokenClassification
#forward Transformers::Vit::ViTSelfAttention
#forward Transformers::Vit::ViTSelfOutput
#forward Transformers::Vit::ViTPatchEmbeddings
#forward Transformers::Vit::ViTEmbeddings
#forward Transformers::XlmRoberta::XLMRobertaSdpaSelfAttention
#forward Transformers::DebertaV2::DebertaV2ForSequenceClassification
#forward Transformers::Mpnet::MPNetForMultipleChoice
#forward Transformers::Bert::BertForSequenceClassification
#forward Transformers::Mpnet::MPNetEmbeddings
#forward Transformers::DebertaV2::DisentangledSelfAttention
#forward Transformers::DebertaV2::DebertaV2ForMaskedLM
#forward Transformers::XlmRoberta::XLMRobertaForQuestionAnswering
#forward Transformers::Bert::BertEmbeddings
#forward Transformers::Mpnet::MPNetForMaskedLM
#forward Transformers::Distilbert::MultiHeadSelfAttention
#forward Transformers::XlmRoberta::XLMRobertaLMHead
#forward Transformers::XlmRoberta::XLMRobertaEncoder
#forward Transformers::XlmRoberta::XLMRobertaEmbeddings
#forward Transformers::Bert::BertAttention
#forward Transformers::DebertaV2::DebertaV2ForTokenClassification
#framework Transformers::PreTrainedModel
from_dict Transformers::PretrainedConfig
from_dict Transformers::ImageProcessingMixin
from_pretrained Transformers::PretrainedConfig
from_pretrained Transformers::ImageProcessingMixin
from_pretrained Transformers::AutoConfig
from_pretrained Transformers::PreTrainedModel
from_pretrained Transformers::AutoImageProcessor
from_pretrained Transformers::AutoTokenizer
from_pretrained Transformers::PreTrainedTokenizerBase
from_pretrained Transformers::BaseAutoModelClass
#gather_pre_entities Transformers::TokenClassificationPipeline
get_activation Transformers::Activations
#get_attention_mask Transformers::DebertaV2::DebertaV2Encoder
get_channel_dimension_axis Transformers::ImageUtils
get_config_dict Transformers::PretrainedConfig
#get_context Transformers::DebertaV2::StableDropout
get_default_model_and_revision Transformers::Pipelines
#get_extended_attention_mask Transformers::ModuleUtilsMixin
#get_head_mask Transformers::ModuleUtilsMixin
get_hf_file_metadata Transformers::HfHub
get_image_processor_dict Transformers::ImageProcessingMixin
#get_indices Transformers::QuestionAnsweringPipeline
#get_input_embeddings Transformers::Distilbert::DistilBertModel
#get_input_embeddings Transformers::DebertaV2::DebertaV2Model
#get_input_embeddings Transformers::XlmRoberta::XLMRobertaModel
#get_input_embeddings Transformers::PreTrainedModel
#get_input_embeddings Transformers::Mpnet::MPNetModel
#get_input_embeddings Transformers::DebertaV2::DebertaV2ForMultipleChoice
#get_input_embeddings Transformers::DebertaV2::DebertaV2ForSequenceClassification
#get_iterator Transformers::Pipeline
#get_mask Transformers::DebertaV2
#get_output_embeddings Transformers::XlmRoberta::XLMRobertaForCausalLM
#get_output_embeddings Transformers::XlmRoberta::XLMRobertaForMaskedLM
#get_output_embeddings Transformers::Mpnet::MPNetForMaskedLM
#get_output_embeddings Transformers::PreTrainedModel
#get_output_embeddings Transformers::DebertaV2::DebertaV2ForMaskedLM
#get_position_embeddings Transformers::Distilbert::DistilBertModel
#get_rel_embedding Transformers::DebertaV2::DebertaV2Encoder
#get_rel_pos Transformers::DebertaV2::DebertaV2Encoder
get_size_dict Transformers::ImageProcessingUtils
#get_special_tokens_mask Transformers::DebertaV2::DebertaV2TokenizerFast
#get_supported_tasks Transformers::PipelineRegistry
#get_tag Transformers::TokenClassificationPipeline
get_token_to_send Transformers::HfHub
#get_vocab Transformers::PreTrainedTokenizerFast
#getattr Transformers::PretrainedConfig
#group_entities Transformers::TokenClassificationPipeline
#group_sub_entities Transformers::TokenClassificationPipeline
has_file Transformers::Utils::Hub
#hasattr Transformers::PretrainedConfig
hf_hub_download Transformers::HfHub
hf_hub_url Transformers::HfHub
hf_raise_for_status Transformers::HfHub
#hidden_act Transformers::XlmRoberta::XLMRobertaConfig
#hidden_act Transformers::Vit::ViTConfig
#hidden_act Transformers::Bert::BertConfig
#hidden_act Transformers::DebertaV2::DebertaV2Config
#hidden_act Transformers::Mpnet::MPNetConfig
#hidden_dim Transformers::Distilbert::DistilBertConfig
#hidden_dropout_prob Transformers::Bert::BertConfig
#hidden_dropout_prob Transformers::Mpnet::MPNetConfig
#hidden_dropout_prob Transformers::Vit::ViTConfig
#hidden_dropout_prob Transformers::DebertaV2::DebertaV2Config
#hidden_dropout_prob Transformers::XlmRoberta::XLMRobertaConfig
#hidden_size Transformers::Mpnet::MPNetConfig
#hidden_size Transformers::Bert::BertConfig
#hidden_size Transformers::Vit::ViTConfig
#hidden_size Transformers::XlmRoberta::XLMRobertaConfig
#hidden_size Transformers::DebertaV2::DebertaV2Config
http_get Transformers::HfHub
http_user_agent Transformers::Utils::Hub
#id2label Transformers::PretrainedConfig
#image_size Transformers::Vit::ViTConfig
#include? Transformers::LazyAutoMapping
#include? Transformers::BatchEncoding
infer_channel_dimension_format Transformers::ImageUtils
infer_framework Transformers::Utils
infer_framework_load_model Transformers::Pipelines
#init_context Transformers::DebertaV2::StableDropout
#init_kwargs Transformers::PreTrainedTokenizerBase
#init_weights Transformers::PreTrainedModel
#initialize Transformers::Bert::BertSelfOutput
#initialize Transformers::Bert::BertSelfAttention
#initialize Transformers::Bert::BertAttention
#initialize Transformers::Bert::BertEmbeddings
#initialize Transformers::LazyAutoMapping
#initialize Transformers::DebertaV2::DebertaV2ForMaskedLM
#initialize Transformers::Bert::BertIntermediate
#initialize Transformers::BatchFeature
#initialize Transformers::PreTrainedTokenizerFast
#initialize Transformers::PreTrainedTokenizerBase
#initialize Transformers::DebertaV2::DebertaV2ForMultipleChoice
#initialize Transformers::DebertaV2::DebertaV2Model
#initialize Transformers::SpecialTokensMixin
#initialize Transformers::BatchEncoding
#initialize Transformers::Vit::ViTForImageClassification
#initialize Transformers::Vit::ViTModel
#initialize Transformers::Vit::ViTLayer
#initialize Transformers::Vit::ViTEncoder
#initialize Transformers::Vit::ViTPooler
#initialize Transformers::Distilbert::DistilBertForQuestionAnswering
#initialize Transformers::Vit::ViTIntermediate
#initialize Transformers::Vit::ViTAttention
#initialize Transformers::Vit::ViTSelfOutput
#initialize Transformers::Vit::ViTPatchEmbeddings
#initialize Transformers::Vit::ViTSelfAttention
#initialize Transformers::Vit::ViTOutput
#initialize Transformers::XlmRoberta::XLMRobertaClassificationHead
#initialize Transformers::Vit::ViTEmbeddings
#initialize Transformers::Distilbert::DistilBertTokenizer::WordpieceTokenizer
#initialize Transformers::BaseImageProcessor
#initialize Transformers::XlmRoberta::XLMRobertaForSequenceClassification
#initialize Transformers::SquadFeatures
#initialize Transformers::SentenceTransformer
#initialize Transformers::SquadExample
#initialize Transformers::ConvertSlowTokenizer::Converter
#initialize Transformers::Distilbert::DistilBertForSequenceClassification
#initialize Transformers::DebertaV2::DebertaV2Layer
#initialize Transformers::HfHub::HfFileMetadata
#initialize Transformers::DebertaV2::DebertaV2OnlyMLMHead
#initialize Transformers::Distilbert::DistilBertTokenizer::BasicTokenizer
#initialize Transformers::XlmRoberta::XLMRobertaForMultipleChoice
#initialize Transformers::DebertaV2::DebertaV2Config
#initialize Transformers::XlmRoberta::XLMRobertaForTokenClassification
#initialize Transformers::HfHub::HfHubHTTPError
#initialize Transformers::XlmRoberta::XLMRobertaEncoder
#initialize Transformers::XlmRoberta::XLMRobertaIntermediate
#initialize Transformers::PretrainedConfig
#initialize Transformers::DebertaV2::DebertaV2TokenizerFast
#initialize Transformers::XlmRoberta::XLMRobertaSelfAttention
#initialize Transformers::XlmRoberta::XLMRobertaLayer
#initialize Transformers::Distilbert::DistilBertConfig
#initialize Transformers::DebertaV2::DebertaV2Embeddings
#initialize Transformers::DebertaV2::DisentangledSelfAttention
#initialize Transformers::XlmRoberta::XLMRobertaEmbeddings
#initialize Transformers::DebertaV2::DebertaV2ForTokenClassification
#initialize Transformers::DebertaV2::DebertaV2PredictionHeadTransform
#initialize Transformers::PreTrainedTokenizer
#initialize Transformers::Distilbert::DistilBertTokenizer
#initialize Transformers::Distilbert::MultiHeadSelfAttention
#initialize Transformers::PipelineDataset
#initialize Transformers::QuestionAnsweringPipeline
#initialize Transformers::Vit::ViTConfig
#initialize Transformers::XlmRoberta::XLMRobertaSdpaSelfAttention
#initialize Transformers::XlmRoberta::XLMRobertaOutput
#initialize Transformers::Distilbert::DistilBertModel
#initialize Transformers::XlmRoberta::XLMRobertaModel
#initialize Transformers::Mpnet::MPNetClassificationHead
#initialize Transformers::Mpnet::MPNetForQuestionAnswering
#initialize Transformers::Mpnet::MPNetForSequenceClassification
#initialize Transformers::Mpnet::MPNetForMultipleChoice
#initialize Transformers::Mpnet::MPNetLMHead
#initialize Transformers::Mpnet::MPNetForTokenClassification
#initialize Transformers::Mpnet::MPNetForMaskedLM
#initialize Transformers::Mpnet::MPNetPooler
#initialize Transformers::Mpnet::MPNetModel
#initialize Transformers::Mpnet::MPNetLayer
#initialize Transformers::Mpnet::MPNetEncoder
#initialize Transformers::Mpnet::MPNetIntermediate
#initialize Transformers::Mpnet::MPNetAttention
#initialize Transformers::Mpnet::MPNetSelfAttention
#initialize Transformers::Mpnet::MPNetEmbeddings
#initialize Transformers::Mpnet::MPNetOutput
#initialize Transformers::Bert::BertForMaskedLM
#initialize Transformers::Bert::BertForTokenClassification
#initialize Transformers::Bert::BertModel
#initialize Transformers::Bert::BertPredictionHeadTransform
#initialize Transformers::Bert::BertLMPredictionHead
#initialize Transformers::Bert::BertEncoder
#initialize Transformers::Bert::BertPooler
#initialize Transformers::Bert::BertOutput
#initialize Transformers::Bert::BertLayer
#initialize Transformers::Bert::BertOnlyMLMHead
#initialize Transformers::Distilbert::DistilBertTokenizerFast
#initialize Transformers::XlmRoberta::XLMRobertaForMaskedLM
#initialize Transformers::ImageClassificationPipeline
#initialize Transformers::Bert::BertConfig
#initialize Transformers::TokenClassificationPipeline
#initialize Transformers::XlmRoberta::XLMRobertaSelfOutput
#initialize Transformers::Distilbert::DistilBertForMaskedLM
#initialize Transformers::Distilbert::TransformerBlock
#initialize Transformers::XlmRoberta::XLMRobertaTokenizerFast
#initialize Transformers::Bert::BertTokenizer
#initialize Transformers::TextClassificationPipeline
#initialize Transformers::Bert::BertTokenizer::BasicTokenizer
#initialize Transformers::Bert::BertTokenizer::WordpieceTokenizer
#initialize Transformers::LazyConfigMapping
#initialize Transformers::Bert::BertTokenizerFast
#initialize Transformers::Vit::ViTImageProcessor
#initialize Transformers::XlmRoberta::XLMRobertaConfig
#initialize Transformers::Mpnet::MPNetConfig
#initialize Transformers::Distilbert::Transformer
#initialize Transformers::DebertaV2::DebertaV2LMPredictionHead
#initialize Transformers::DebertaV2::DebertaV2Output
#initialize Transformers::Bert::BertForSequenceClassification
#initialize Transformers::XlmRoberta::XLMRobertaPooler
#initialize Transformers::PipelineRegistry
#initialize Transformers::XlmRoberta::XLMRobertaForCausalLM
#initialize Transformers::Pipeline
#initialize Transformers::PipelineIterator
#initialize Transformers::DebertaV2::DebertaV2ForSequenceClassification
#initialize Transformers::Distilbert::Embeddings
#initialize Transformers::PreTrainedModel
#initialize Transformers::XlmRoberta::XLMRobertaLMHead
#initialize Transformers::ModelOutput
#initialize Transformers::ExplicitEnum
#initialize Transformers::XlmRoberta::XLMRobertaAttention
#initialize Transformers::DebertaV2::DebertaV2ForQuestionAnswering
#initialize Transformers::GELUActivation
#initialize Transformers::ClassInstantier
#initialize Transformers::DebertaV2::ConvLayer
#initialize Transformers::DebertaV2::DebertaV2Encoder
#initialize Transformers::DebertaV2::DropoutContext
#initialize Transformers::XlmRoberta::XLMRobertaForQuestionAnswering
#initialize Transformers::DebertaV2::ContextPooler
#initialize Transformers::DebertaV2::StableDropout
#initialize Transformers::Mpnet::MPNetTokenizerFast
#initialize Transformers::DebertaV2::DebertaV2SelfOutput
#initialize Transformers::DebertaV2::DebertaV2Attention
#initialize Transformers::DebertaV2::DebertaV2Intermediate
#initialize Transformers::Distilbert::FFN
#initializer_range Transformers::Mpnet::MPNetConfig
#initializer_range Transformers::Bert::BertConfig
#initializer_range Transformers::XlmRoberta::XLMRobertaConfig
#initializer_range Transformers::Vit::ViTConfig
#initializer_range Transformers::Distilbert::DistilBertConfig
#initializer_range Transformers::DebertaV2::DebertaV2Config
#intermediate_size Transformers::Mpnet::MPNetConfig
#intermediate_size Transformers::Bert::BertConfig
#intermediate_size Transformers::Vit::ViTConfig
#intermediate_size Transformers::DebertaV2::DebertaV2Config
#intermediate_size Transformers::XlmRoberta::XLMRobertaConfig
#is_decoder Transformers::PretrainedConfig
#is_encoder_decoder Transformers::PretrainedConfig
#is_fast Transformers::PreTrainedTokenizerFast
#is_fast Transformers::PreTrainedTokenizer
is_numo_array Transformers::Utils
is_offline_mode Transformers::Utils::Hub
is_remote_url Transformers::Utils::Hub
is_scaled_image Transformers::ImageUtils
is_torch_device Transformers::Utils
is_torch_tensor Transformers::Utils
is_valid_image Transformers::ImageUtils
is_vips_image Transformers::ImageUtils
is_vision_available Transformers::Utils
#isin Transformers::QuestionAnsweringPipeline
#items Transformers::BatchFeature
#items Transformers::BatchEncoding
#keys Transformers::BatchFeature
#layer_norm_eps Transformers::Mpnet::MPNetConfig
#layer_norm_eps Transformers::Bert::BertConfig
#layer_norm_eps Transformers::Vit::ViTConfig
#layer_norm_eps Transformers::DebertaV2::DebertaV2Config
#layer_norm_eps Transformers::XlmRoberta::XLMRobertaConfig
load_image Transformers::ImageUtils
#location Transformers::HfHub::HfFileMetadata
logger Transformers
make_list_of_images Transformers::ImageUtils
make_log_bucket_position Transformers::DebertaV2
#mask_token Transformers::Mpnet::MPNetTokenizerFast
#mask_token= Transformers::Mpnet::MPNetTokenizerFast
#max_position_embeddings Transformers::Mpnet::MPNetConfig
#max_position_embeddings Transformers::Bert::BertConfig
#max_position_embeddings Transformers::Distilbert::DistilBertConfig
#max_position_embeddings Transformers::DebertaV2::DebertaV2Config
#max_position_embeddings Transformers::XlmRoberta::XLMRobertaConfig
#max_relative_positions Transformers::DebertaV2::DebertaV2Config
#message Transformers::Todo
#method_missing Transformers::PretrainedConfig
#model_max_length Transformers::PreTrainedTokenizerBase
#model_type_to_module_name Transformers::LazyConfigMapping
#n_heads Transformers::Distilbert::DistilBertConfig
#n_layers Transformers::Distilbert::DistilBertConfig
#name_or_path Transformers::PretrainedConfig
#name_or_path= Transformers::PretrainedConfig
netloc Transformers::HfHub
#never_split Transformers::Bert::BertTokenizer::BasicTokenizer
no_init_weights Transformers::ModelingUtils
#normalize Transformers::QuestionAnsweringArgumentHandler
#normalize Transformers::BaseImageProcessor
normalize Transformers::ImageTransforms
#num_attention_heads Transformers::Mpnet::MPNetConfig
#num_attention_heads Transformers::Bert::BertConfig
#num_attention_heads Transformers::Vit::ViTConfig
#num_attention_heads Transformers::XlmRoberta::XLMRobertaConfig
#num_attention_heads Transformers::DebertaV2::DebertaV2Config
#num_channels Transformers::Vit::ViTConfig
#num_hidden_layers Transformers::Mpnet::MPNetConfig
#num_hidden_layers Transformers::DebertaV2::DebertaV2Config
#num_hidden_layers Transformers::Bert::BertConfig
#num_hidden_layers Transformers::Vit::ViTConfig
#num_hidden_layers Transformers::XlmRoberta::XLMRobertaConfig
#num_labels Transformers::PretrainedConfig
#num_labels= Transformers::PretrainedConfig
#num_patches Transformers::Vit::ViTPatchEmbeddings
#output_attentions Transformers::PretrainedConfig
#output_dim Transformers::DebertaV2::ContextPooler
#output_hidden_states Transformers::PretrainedConfig
p2c_dynamic_expand Transformers::DebertaV2
#pad_token_id Transformers::Mpnet::MPNetConfig
#pad_token_id Transformers::SpecialTokensMixin
#pad_token_id Transformers::PretrainedConfig
#pad_token_id Transformers::Distilbert::DistilBertConfig
#pad_token_id Transformers::DebertaV2::DebertaV2Config
#pad_token_id Transformers::XlmRoberta::XLMRobertaConfig
parents Transformers::HfHub
#patch_size Transformers::Vit::ViTConfig
pipeline Transformers
#pooler_dropout Transformers::DebertaV2::DebertaV2Config
#pooler_hidden_act Transformers::DebertaV2::DebertaV2Config
#pooler_hidden_size Transformers::DebertaV2::DebertaV2Config
#pos_att_type Transformers::DebertaV2::DebertaV2Config
pos_dynamic_expand Transformers::DebertaV2
#position_biased_input Transformers::DebertaV2::DebertaV2Config
#position_embedding_type Transformers::Bert::BertConfig
#position_embedding_type Transformers::XlmRoberta::XLMRobertaConfig
#post_init Transformers::PreTrainedModel
#postprocess Transformers::TokenClassificationPipeline
#postprocess Transformers::ImageClassificationPipeline
#postprocess Transformers::QuestionAnsweringPipeline
#postprocess Transformers::FeatureExtractionPipeline
#postprocess Transformers::RerankingPipeline
#postprocess Transformers::EmbeddingPipeline
#postprocess Transformers::ImageFeatureExtractionPipeline
#prepare_inputs_for_generation Transformers::XlmRoberta::XLMRobertaForCausalLM
#preprocess Transformers::Vit::ViTImageProcessor
#preprocess Transformers::ImageFeatureExtractionPipeline
#preprocess Transformers::TokenClassificationPipeline
#preprocess Transformers::ImageClassificationPipeline
#preprocess Transformers::QuestionAnsweringPipeline
#preprocess Transformers::FeatureExtractionPipeline
#preprocess Transformers::BaseImageProcessor
#preprocess Transformers::RerankingPipeline
#preprocess Transformers::EmbeddingPipeline
#problem_type Transformers::PretrainedConfig
#prune_heads Transformers::Mpnet::MPNetAttention
#prune_heads Transformers::XlmRoberta::XLMRobertaAttention
#prune_heads Transformers::Vit::ViTAttention
#prune_heads Transformers::PreTrainedModel
#prune_heads Transformers::Distilbert::MultiHeadSelfAttention
#pruned_heads Transformers::PretrainedConfig
#qa_dropout Transformers::Distilbert::DistilBertConfig
#qkv_bias Transformers::Vit::ViTConfig
#question_text Transformers::SquadExample
#relative_attention Transformers::DebertaV2::DebertaV2Config
#relative_attention_num_buckets Transformers::Mpnet::MPNetConfig
relative_position_bucket Transformers::Mpnet::MPNetEncoder
repo_folder_name Transformers::HfHub
requires_backends Transformers::Utils
#rescale Transformers::BaseImageProcessor
rescale Transformers::ImageTransforms
#resize Transformers::Vit::ViTImageProcessor
resize Transformers::ImageTransforms
resolve_trust_remote_code Transformers::DynamicModuleUtils
#respond_to_missing? Transformers::PretrainedConfig
#run_single Transformers::ChunkPipeline
#save_vocabulary Transformers::Distilbert::DistilBertTokenizerFast
#save_vocabulary Transformers::Mpnet::MPNetTokenizerFast
#select_starts_ends Transformers::QuestionAnsweringPipeline
#sep_token_id Transformers::SpecialTokensMixin
#seq_classif_dropout Transformers::Distilbert::DistilBertConfig
#sequence_ids Transformers::BatchEncoding
#set_input_embeddings Transformers::Mpnet::MPNetModel
#set_input_embeddings Transformers::PreTrainedModel
#set_input_embeddings Transformers::DebertaV2::DebertaV2ForMultipleChoice
#set_input_embeddings Transformers::DebertaV2::DebertaV2Model
#set_input_embeddings Transformers::DebertaV2::DebertaV2ForSequenceClassification
#set_input_embeddings Transformers::XlmRoberta::XLMRobertaModel
#set_output_embeddings Transformers::Mpnet::MPNetForMaskedLM
#set_output_embeddings Transformers::DebertaV2::DebertaV2ForMaskedLM
#set_output_embeddings Transformers::XlmRoberta::XLMRobertaForMaskedLM
#set_output_embeddings Transformers::XlmRoberta::XLMRobertaForCausalLM
#sinusoidal_pos_embds Transformers::Distilbert::DistilBertConfig
#size Transformers::HfHub::HfFileMetadata
#size Transformers::PipelineIterator
#size Transformers::PipelineDataset
#special_tokens_map Transformers::SpecialTokensMixin
#strip_accents Transformers::Bert::BertTokenizer::BasicTokenizer
#strip_accents Transformers::Distilbert::DistilBertTokenizer::BasicTokenizer
#tie_encoder_decoder Transformers::PretrainedConfig
#tie_weights Transformers::PreTrainedModel
#tie_word_embeddings Transformers::PretrainedConfig
#to Transformers::BatchFeature
to_channel_dimension_format Transformers::ImageTransforms
#to_dict Transformers::PretrainedConfig
#to_diff_dict Transformers::PretrainedConfig
#to_h Transformers::BatchFeature
#to_h Transformers::BatchEncoding
#to_json_string Transformers::PretrainedConfig
to_numo_array Transformers::ImageUtils
to_pil_image Transformers::ImageTransforms
#to_s Transformers::PretrainedConfig
#to_s Transformers::ExplicitEnum
#to_tuple Transformers::ModelOutput
#tokenize Transformers::PreTrainedTokenizer
#tokenize_chinese_chars Transformers::Bert::BertTokenizer::BasicTokenizer
#tokenize_chinese_chars Transformers::Distilbert::DistilBertTokenizer::BasicTokenizer
#tokenizer_class Transformers::PretrainedConfig
#torch_dtype Transformers::Pipeline
#transpose_for_scores Transformers::Mpnet::MPNetSelfAttention
#transpose_for_scores Transformers::Bert::BertSelfAttention
#transpose_for_scores Transformers::Vit::ViTSelfAttention
#transpose_for_scores Transformers::XlmRoberta::XLMRobertaSelfAttention
#transpose_for_scores Transformers::DebertaV2::DisentangledSelfAttention
try_to_load_from_cache Transformers::HfHub
#type_vocab_size Transformers::Bert::BertConfig
#type_vocab_size Transformers::XlmRoberta::XLMRobertaConfig
#type_vocab_size Transformers::DebertaV2::DebertaV2Config
#unk_token_id Transformers::SpecialTokensMixin
#unravel_index Transformers::QuestionAnsweringPipeline
#use_cache Transformers::Bert::BertConfig
#use_cache Transformers::XlmRoberta::XLMRobertaConfig
#use_return_dict Transformers::PretrainedConfig
valid_images Transformers::ImageUtils
validate_kwargs Transformers::ImageUtils
validate_preprocess_arguments Transformers::ImageUtils
#values Transformers::BatchFeature
#vocab Transformers::Bert::BertTokenizer
#vocab Transformers::PreTrainedTokenizerFast
#vocab Transformers::Distilbert::DistilBertTokenizer
#vocab_size Transformers::Mpnet::MPNetConfig
#vocab_size Transformers::Bert::BertConfig
#vocab_size Transformers::PreTrainedTokenizer
#vocab_size Transformers::DebertaV2::DebertaV2Config
#vocab_size Transformers::XlmRoberta::XLMRobertaConfig
#vocab_size Transformers::Distilbert::DistilBertConfig
#warn_if_padding_and_no_attention_mask Transformers::PreTrainedModel