Index

_

__call__() (Dict method) (Pad method) (PretrainedTokenizerBase method) (Stack method) (Tuple method) (Vocab method)

A

accumulate() (AccuracyAndF1 method) (BLEU method) (ChunkEvaluator method) (DetectionF1 method) (Distinct method) (Mcc method) (MultiLabelsMetric method) (PearsonAndSpearman method) (Perplexity method) (RougeL method) (SpanEvaluator method) AccuracyAndF1 (class in paddlenlp.metrics.glue) acquire() (FileLock method) AdamWDL (class in paddlenlp.ops.optimizer) (class in paddlenlp.ops.optimizer.adamwdl) adapt_stale_fwd_patch() (in module paddlenlp.transformers.utils) add() (BurkhardKellerTree method) (DepTree method) add_docstrings() (in module paddlenlp.taskflow.utils) add_inst() (BLEU method) (BLEUForDuReader method) (Distinct method) (RougeL method) (RougeLForDuReader method) add_profiler_step() (in module paddlenlp.utils.profiler) add_schema_from_dict() (WordTagRelationExtractor method) add_special_tokens() (LukeTokenizer method) (SpecialTokensMixin method) add_term() (TermTree method) add_tokens() (SpecialTokensMixin method) add_word() (TriedTree method) AddedToken (class in paddlenlp.transformers.tokenizer_utils_base) additional_special_tokens() (SpecialTokensMixin property)

additional_special_tokens_ids() (SpecialTokensMixin property) AlbertForMaskedLM (class in paddlenlp.transformers.albert.modeling) AlbertForMultipleChoice (class in paddlenlp.transformers.albert.modeling) AlbertForPretraining (class in paddlenlp.transformers.albert.modeling) AlbertForQuestionAnswering (class in paddlenlp.transformers.albert.modeling) AlbertForSequenceClassification (class in paddlenlp.transformers.albert.modeling) AlbertForTokenClassification (class in paddlenlp.transformers.albert.modeling) AlbertModel (class in paddlenlp.transformers.albert.modeling) AlbertPretrainedModel (class in paddlenlp.transformers.albert.modeling) AlbertTokenizer (class in paddlenlp.transformers.albert.tokenizer) all_special_ids() (SpecialTokensMixin property) all_special_tokens() (SpecialTokensMixin property) all_special_tokens_extended() (SpecialTokensMixin property) ArtistForConditionalGeneration (class in paddlenlp.transformers.artist.modeling) ArtistForImageGeneration (class in paddlenlp.transformers.artist.modeling) ArtistModel (class in paddlenlp.transformers.artist.modeling) ArtistTokenizer (class in paddlenlp.transformers.artist.tokenizer) Attention (class in paddlenlp.transformers.attention_utils) augment() (BaseAugment method) AutoDecoder (class in paddlenlp.transformers.auto.modeling) AutoDiscriminator (class in paddlenlp.transformers.auto.modeling) AutoEncoder (class in paddlenlp.transformers.auto.modeling) AutoGenerator (class in paddlenlp.transformers.auto.modeling) AutoModel (class in paddlenlp.transformers.auto.modeling) AutoModelForCausalLM (class in paddlenlp.transformers.auto.modeling) AutoModelForConditionalGeneration (class in paddlenlp.transformers.auto.modeling) AutoModelForImageGeneration (class in paddlenlp.transformers.auto.modeling) AutoModelForMaskedLM (class in paddlenlp.transformers.auto.modeling) AutoModelForMultipleChoice (class in paddlenlp.transformers.auto.modeling) AutoModelForPretraining (class in paddlenlp.transformers.auto.modeling) AutoModelForQuestionAnswering (class in paddlenlp.transformers.auto.modeling) AutoModelForSequenceClassification (class in paddlenlp.transformers.auto.modeling) AutoModelForTokenClassification (class in paddlenlp.transformers.auto.modeling) AutoTokenizer (class in paddlenlp.transformers.auto.tokenizer)

B

Backbone (class in paddlenlp.transformers.layoutxlm.visual_backbone) backtrack() (in module paddlenlp.taskflow.dependency_parsing) BartClassificationHead (class in paddlenlp.transformers.bart.modeling) BartDecoder (class in paddlenlp.transformers.bart.modeling) BartEncoder (class in paddlenlp.transformers.bart.modeling) BartForConditionalGeneration (class in paddlenlp.transformers.bart.modeling) BartForQuestionAnswering (class in paddlenlp.transformers.bart.modeling) BartForSequenceClassification (class in paddlenlp.transformers.bart.modeling) BartModel (class in paddlenlp.transformers.bart.modeling) BartPretrainedModel (class in paddlenlp.transformers.bart.modeling) BartTokenizer (class in paddlenlp.transformers.bart.tokenizer) base_model() (PretrainedModel property) base_model_class (AlbertPretrainedModel attribute) (BartPretrainedModel attribute) (BertPretrainedModel attribute) (BigBirdPretrainedModel attribute) (BlenderbotPretrainedModel attribute) (BlenderbotSmallPretrainedModel attribute) (ChineseBertPretrainedModel attribute) (CodeGenPreTrainedModel attribute) (ConvBertPretrainedModel attribute) (DalleBartPretrainedModel attribute) (DistilBertPretrainedModel attribute) (ElectraPretrainedModel attribute) (ErnieCtmPretrainedModel attribute) (ErnieDocPretrainedModel attribute) (ErnieGenPretrainedModel attribute) (ErnieGramPretrainedModel attribute) (ErnieMPretrainedModel attribute) (ErniePretrainedModel attribute) (FNetPretrainedModel attribute) (FunnelForQuestionAnswering attribute) (FunnelForSequenceClassification attribute) (FunnelForTokenClassification attribute) (GAUAlphaPretrainedModel attribute) (GPTPretrainedModel attribute) (LayoutLMPretrainedModel attribute) (LayoutLMv2PretrainedModel attribute) (LayoutXLMPretrainedModel attribute) (LukePretrainedModel attribute) (MBartPretrainedModel attribute) (MegatronBertPretrainedModel attribute) (MobileBertPretrainedModel attribute) (MPNetPretrainedModel attribute) (NeZhaPretrainedModel attribute) (OPTPretrainedModel attribute) (PPMiniLMPretrainedModel attribute) (ProphetNetPretrainedModel attribute) (ReformerPretrainedModel attribute) (RembertPretrainedModel attribute) (RobertaPretrainedModel attribute) (RoFormerPretrainedModel attribute) (RoFormerv2PretrainedModel attribute) (SkepPretrainedModel attribute) (T5EncoderModel attribute) (T5PretrainedModel attribute) (TinyBertPretrainedModel attribute) (UnifiedTransformerPretrainedModel attribute) (UNIMOPretrainedModel attribute) (XLMPretrainedModel attribute) (XLNetPretrainedModel attribute) BaseAugment (class in paddlenlp.dataaug.base_augment) BaseModelOutput (class in paddlenlp.transformers.model_outputs) BaseModelOutputWithNoAttention (class in paddlenlp.transformers.model_outputs) BaseModelOutputWithPastAndCrossAttentions (class in paddlenlp.transformers.model_outputs) BaseModelOutputWithPooling (class in paddlenlp.transformers.model_outputs) BaseModelOutputWithPoolingAndCrossAttentions (class in paddlenlp.transformers.model_outputs) BasicBlock (class in paddlenlp.transformers.layoutxlm.visual_backbone) BasicStem (class in paddlenlp.transformers.layoutxlm.visual_backbone) BasicTokenizer (class in paddlenlp.transformers.bert.tokenizer) batch() (SamplerHelper method) batch_decode() (PretrainedTokenizerBase method) (T5Tokenizer method) batch_encode() (ChineseBertTokenizer method) (FunnelTokenizer method) (MobileBertTokenizer method) (PretrainedTokenizerBase method) BatchEncoding (class in paddlenlp.transformers.tokenizer_utils_base) beam_search_v2() (InferTransformerModel method) BertForMaskedLM (class in paddlenlp.transformers.bert.modeling) BertForMultipleChoice (class in paddlenlp.transformers.bert.modeling) BertForPretraining (class in paddlenlp.transformers.bert.modeling) BertForQuestionAnswering (class in paddlenlp.transformers.bert.modeling) BertForSequenceClassification (class in paddlenlp.transformers.bert.modeling) BertForTokenClassification (class in paddlenlp.transformers.bert.modeling) BertJapaneseTokenizer (class in paddlenlp.transformers.bert_japanese.tokenizer) BertModel (class in paddlenlp.transformers.bert.modeling) BertPretrainedModel (class in paddlenlp.transformers.bert.modeling) BertPretrainingCriterion (class in paddlenlp.transformers.bert.modeling) BertPretrainingHeads (class in paddlenlp.transformers.bert.modeling) BertTokenizer (class in paddlenlp.transformers.bert.tokenizer) BiAffine (class in paddlenlp.taskflow.models.dependency_parsing_model) BiAffineParser (class in paddlenlp.taskflow.models.dependency_parsing_model) BigBirdForCausalLM (class in paddlenlp.transformers.bigbird.modeling) BigBirdForMaskedLM (class in paddlenlp.transformers.bigbird.modeling) BigBirdForMultipleChoice (class in paddlenlp.transformers.bigbird.modeling) BigBirdForPretraining (class in paddlenlp.transformers.bigbird.modeling) BigBirdForQuestionAnswering (class in paddlenlp.transformers.bigbird.modeling) BigBirdForSequenceClassification (class in paddlenlp.transformers.bigbird.modeling) BigBirdForTokenClassification (class in paddlenlp.transformers.bigbird.modeling)

BigBirdModel (class in paddlenlp.transformers.bigbird.modeling) BigBirdPretrainedModel (class in paddlenlp.transformers.bigbird.modeling) BigBirdPretrainingCriterion (class in paddlenlp.transformers.bigbird.modeling) BigBirdPretrainingHeads (class in paddlenlp.transformers.bigbird.modeling) BigBirdSparseAttention (class in paddlenlp.transformers.attention_utils) BigBirdTokenizer (class in paddlenlp.transformers.bigbird.tokenizer) BiGruCrf (class in paddlenlp.taskflow.models.lexical_analysis_model) bio_seq_labels (Feature attribute) bioes_seq_labels (Feature attribute) BlenderbotDecoder (class in paddlenlp.transformers.blenderbot.modeling) BlenderbotEncoder (class in paddlenlp.transformers.blenderbot.modeling) BlenderbotForCausalLM (class in paddlenlp.transformers.blenderbot.modeling) BlenderbotForConditionalGeneration (class in paddlenlp.transformers.blenderbot.modeling) BlenderbotModel (class in paddlenlp.transformers.blenderbot.modeling) BlenderbotPretrainedModel (class in paddlenlp.transformers.blenderbot.modeling) BlenderbotSmallDecoder (class in paddlenlp.transformers.blenderbot_small.modeling) BlenderbotSmallEncoder (class in paddlenlp.transformers.blenderbot_small.modeling) BlenderbotSmallForCausalLM (class in paddlenlp.transformers.blenderbot_small.modeling) BlenderbotSmallForConditionalGeneration (class in paddlenlp.transformers.blenderbot_small.modeling) BlenderbotSmallModel (class in paddlenlp.transformers.blenderbot_small.modeling) BlenderbotSmallPretrainedModel (class in paddlenlp.transformers.blenderbot_small.modeling) BlenderbotSmallTokenizer (class in paddlenlp.transformers.blenderbot_small.tokenizer) BlenderbotTokenizer (class in paddlenlp.transformers.blenderbot.tokenizer) BLEU (class in paddlenlp.metrics.bleu) BLEUForDuReader (class in paddlenlp.metrics.bleu) bos_token() (SpecialTokensMixin property) bos_token_id() (SpecialTokensMixin property) BottleneckBlock (class in paddlenlp.transformers.layoutxlm.visual_backbone) BoWEncoder (class in paddlenlp.seq2vec.encoder) BoWModel (class in paddlenlp.taskflow.models.sentiment_analysis_model) boxes (Example attribute) (Feature attribute) bpe() (BlenderbotSmallTokenizer method) BPETokenizer (class in paddlenlp.transformers.tokenizer_utils) build_from_dir() (TermTree method) build_inputs_with_special_tokens() (AlbertTokenizer method) (ArtistTokenizer method) (BartTokenizer method) (BertTokenizer method) (BigBirdTokenizer method) (BlenderbotTokenizer method) (DalleBartTokenizer method) (ElectraTokenizer method) (ErnieCtmTokenizer method) (ErnieMTokenizer method) (ErnieTinyTokenizer method) (ErnieTokenizer method) (FNetTokenizer method) (GAUAlphaTokenizer method) (GPTTokenizer method) (LayoutXLMTokenizer method) (LukeTokenizer method) (MBart50Tokenizer method) (MBartTokenizer method) (MPNetTokenizer method) (NeZhaTokenizer method) (PPMiniLMTokenizer method) (PretrainedTokenizerBase method) (ProphetNetTokenizer method) (ReformerTokenizer method) (RemBertTokenizer method) (RobertaBPETokenizer method) (RobertaChineseTokenizer method) (RoFormerTokenizer method) (RoFormerv2Tokenizer method) (SkepTokenizer method) (SqueezeBertTokenizer method) (T5Tokenizer method) (UnifiedTransformerTokenizer method) (UNIMOTokenizer method) (XLMTokenizer method) (XLNetTokenizer method) build_offset_mapping_with_special_tokens() (AlbertTokenizer method) (BartTokenizer method) (BertTokenizer method) (ElectraTokenizer method) (ErnieMTokenizer method) (ErnieTinyTokenizer method) (ErnieTokenizer method) (FunnelTokenizer method) (GAUAlphaTokenizer method) (NeZhaTokenizer method) (PPMiniLMTokenizer method) (PretrainedTokenizerBase method) (RobertaBPETokenizer method) (RobertaChineseTokenizer method) (RoFormerTokenizer method) (RoFormerv2Tokenizer method) (SkepTokenizer method) (SqueezeBertTokenizer method) (UnifiedTransformerTokenizer method) (UNIMOTokenizer method) (XLNetTokenizer method) build_resnet_backbone() (in module paddlenlp.transformers.layoutxlm.visual_backbone) build_tree() (DepTree method) build_vocab() (Vocab static method) build_with_command() (CMakeExtension method) (FasterTransformerExtension method) BuildExtension (class in paddlenlp.ops.ext_utils) BurkhardKellerNode (class in paddlenlp.taskflow.utils) BurkhardKellerTree (class in paddlenlp.taskflow.utils)

C

calc_minilm_loss() (in module paddlenlp.transformers.distill_utils) calc_multi_relation_loss() (in module paddlenlp.transformers.distill_utils) calEuclidean() (in module paddlenlp.taskflow.utils) CallbackHandler (class in paddlenlp.trainer.trainer_callback) CausalLMOutputWithCrossAttentions (class in paddlenlp.transformers.model_outputs) char_to_token() (BatchEncoding method) char_to_word() (BatchEncoding method) CharacterTokenizer (class in paddlenlp.transformers.bert_japanese.tokenizer) CharSpan (class in paddlenlp.transformers.tokenizer_utils_base) ChineseBertForPretraining (class in paddlenlp.transformers.chinesebert.modeling) ChineseBertForQuestionAnswering (class in paddlenlp.transformers.chinesebert.modeling) ChineseBertForSequenceClassification (class in paddlenlp.transformers.chinesebert.modeling) ChineseBertForTokenClassification (class in paddlenlp.transformers.chinesebert.modeling) ChineseBertModel (class in paddlenlp.transformers.chinesebert.modeling) ChineseBertPretrainedModel (class in paddlenlp.transformers.chinesebert.modeling) ChineseBertPretrainingCriterion (class in paddlenlp.transformers.chinesebert.modeling) ChineseBertTokenizer (class in paddlenlp.transformers.chinesebert.tokenizer) ChunkEvaluator (class in paddlenlp.metrics.chunk) clean() (BaseAugment class method) clean_text() (ErnieMTokenizer method) clean_up_tokenization() (PretrainedTokenizerBase static method) (T5Tokenizer static method) cls_token() (SpecialTokensMixin property) cls_token_id() (SpecialTokensMixin property) CMakeExtension (class in paddlenlp.ops.ext_utils) CNNBlockBase (class in paddlenlp.transformers.layoutxlm.visual_backbone) CNNEncoder (class in paddlenlp.seq2vec.encoder) CodeGenAttention (class in paddlenlp.transformers.codegen.modeling) CodeGenBlock (class in paddlenlp.transformers.codegen.modeling) CodeGenerationTask (class in paddlenlp.taskflow.code_generation) CodeGenForCausalLM (class in paddlenlp.transformers.codegen.modeling) CodeGenMLP (class in paddlenlp.transformers.codegen.modeling) CodeGenModel (class in paddlenlp.transformers.codegen.modeling) CodeGenPreTrainedModel (class in paddlenlp.transformers.codegen.modeling) CodeGenTokenizer (class in paddlenlp.transformers.codegen.tokenizer) ColumnParallelLiner (class in paddlenlp.ops.distributed) (class in paddlenlp.ops.distributed.parallel) compare_version() (in module paddlenlp.utils.tools) Compose (class in paddlenlp.taskflow.utils) compute() (AccuracyAndF1 method) (ChunkEvaluator method) (Mcc method) (MultiLabelsMetric method) (Perplexity method) (SpanEvaluator method) compute_prediction() (in module paddlenlp.metrics.squad) config_class (BertPretrainedModel attribute) (RobertaPretrainedModel attribute) constructed_from_pretrained_config() (PretrainedModel class method) ConstScheduleWithWarmup (class in paddlenlp.transformers.optimization) Conv2d (class in paddlenlp.transformers.layoutxlm.visual_backbone) ConvBertClassificationHead (class in paddlenlp.transformers.convbert.modeling) ConvBertDiscriminator (class in paddlenlp.transformers.convbert.modeling) ConvBertForMultipleChoice (class in paddlenlp.transformers.convbert.modeling) ConvBertForPretraining (in module paddlenlp.transformers.convbert.modeling) ConvBertForQuestionAnswering (class in paddlenlp.transformers.convbert.modeling) ConvBertForSequenceClassification (class in paddlenlp.transformers.convbert.modeling) ConvBertForTokenClassification (class in paddlenlp.transformers.convbert.modeling) ConvBertForTotalPretraining (class in paddlenlp.transformers.convbert.modeling) ConvBertGenerator (class in paddlenlp.transformers.convbert.modeling) ConvBertModel (class in paddlenlp.transformers.convbert.modeling) ConvBertPretrainedModel (class in paddlenlp.transformers.convbert.modeling) ConvBertPretrainingCriterion (class in paddlenlp.transformers.convbert.modeling) ConvBertTokenizer (class in paddlenlp.transformers.convbert.tokenizer) convert_encoder_output() (in module paddlenlp.transformers.model_outputs) convert_entity_to_id() (LukeTokenizer method) convert_gptj_params() (in module paddlenlp.ops.faster_transformer.transformer.decoding) convert_ids_to_string() (BartTokenizer method) (BlenderbotSmallTokenizer method) (ErnieMTokenizer method) (GPTChineseTokenizer method) (GPTTokenizer method) (MBart50Tokenizer method) (MBartTokenizer method) (UnifiedTransformerTokenizer method) convert_ids_to_tokens() (CTRLTokenizer method) (GPTChineseTokenizer method) (ProphetNetTokenizer method) convert_params() (in module paddlenlp.ops.faster_transformer.transformer.decoding) convert_to_fp16() (in module paddlenlp.ops.faster_transformer.transformer.encoder) convert_to_tensors() (BatchEncoding method) convert_to_unicode() (in module paddlenlp.transformers.tokenizer_utils) convert_tokens_to_ids() (CTRLTokenizer method) (ProphetNetTokenizer method)

convert_tokens_to_string() (AlbertTokenizer method) (BartTokenizer method) (BertTokenizer method) (BigBirdTokenizer method) (BlenderbotSmallTokenizer method) (CTRLTokenizer method) (ElectraTokenizer method) (ErnieCtmTokenizer method) (ErnieMTokenizer method) (ErnieTinyTokenizer method) (ErnieTokenizer method) (FNetTokenizer method) (FunnelTokenizer method) (GAUAlphaTokenizer method) (GPTTokenizer method) (LayoutXLMTokenizer method) (LukeTokenizer method) (MBart50Tokenizer method) (MBartTokenizer method) (NeZhaTokenizer method) (PPMiniLMTokenizer method) (PretrainedTokenizer method) (PretrainedTokenizerBase method) (ProphetNetTokenizer method) (RemBertTokenizer method) (RobertaBPETokenizer method) (RobertaChineseTokenizer method) (RoFormerTokenizer method) (RoFormerv2Tokenizer method) (SkepTokenizer method) (SqueezeBertTokenizer method) (T5Tokenizer method) (UnifiedTransformerTokenizer method) (UNIMOTokenizer method) (XLMTokenizer method) (XLNetTokenizer method) CorrectionF1 (class in paddlenlp.metrics.sighan) cosine_sim() (TokenEmbedding method) CosineAnnealingWithWarmupDecay (class in paddlenlp.transformers.optimization) CosineDecayWithWarmup (class in paddlenlp.transformers.optimization) create_token_type_ids_from_sequences() (AlbertTokenizer method) (BartTokenizer method) (BertTokenizer method) (DalleBartTokenizer method) (ElectraTokenizer method) (ErnieCtmTokenizer method) (ErnieMTokenizer method) (ErnieTinyTokenizer method) (ErnieTokenizer method) (FNetTokenizer method) (FunnelTokenizer method) (GAUAlphaTokenizer method) (LayoutXLMTokenizer method) (LukeTokenizer method) (MPNetTokenizer method) (NeZhaTokenizer method) (PPMiniLMTokenizer method) (PretrainedTokenizerBase method) (ProphetNetTokenizer method) (ReformerTokenizer method) (RemBertTokenizer method) (RobertaBPETokenizer method) (RobertaChineseTokenizer method) (RoFormerTokenizer method) (RoFormerv2Tokenizer method) (SkepTokenizer method) (SqueezeBertTokenizer method) (T5Tokenizer method) (UnifiedTransformerTokenizer method) (UNIMOTokenizer method) (XLMTokenizer method) (XLNetTokenizer method) CrossEntropyCriterion (class in paddlenlp.transformers.transformer.modeling) CSCTask (class in paddlenlp.taskflow.text_correction) CTRLForCausalLM (in module paddlenlp.transformers.ctrl.modeling) CTRLForSequenceClassification (class in paddlenlp.transformers.ctrl.modeling) CTRLLMHeadModel (class in paddlenlp.transformers.ctrl.modeling) CTRLModel (class in paddlenlp.transformers.ctrl.modeling) CTRLTokenizer (class in paddlenlp.transformers.ctrl.tokenizer) current_device() (TrainingArguments property) Customization (class in paddlenlp.taskflow.utils) cut() (JiebaTokenizer method) cut_chinese_sent() (in module paddlenlp.taskflow.utils)

D

DalleBartDecoder (class in paddlenlp.transformers.dallebart.modeling) DalleBartEncoder (class in paddlenlp.transformers.dallebart.modeling) DalleBartForConditionalGeneration (class in paddlenlp.transformers.dallebart.modeling) DalleBartForImageGeneration (class in paddlenlp.transformers.dallebart.modeling) DalleBartModel (class in paddlenlp.transformers.dallebart.modeling) DalleBartPretrainedModel (class in paddlenlp.transformers.dallebart.modeling) DalleBartTokenizer (class in paddlenlp.transformers.dallebart.tokenizer) DataCollatorForSeq2Seq (class in paddlenlp.data.data_collator) DataCollatorForTokenClassification (class in paddlenlp.data.data_collator) DataCollatorGP (class in paddlenlp.taskflow.utils) DataCollatorWithPadding (class in paddlenlp.data.data_collator) DatasetBuilder (class in paddlenlp.datasets.dataset) DDParserTask (class in paddlenlp.taskflow.dependency_parsing) decode() (CodeGenTokenizer method) (in module paddlenlp.taskflow.dependency_parsing) (PretrainedTokenizerBase method) default_data_collator() (in module paddlenlp.data.data_collator) default_logdir() (in module paddlenlp.trainer.training_args) DefaultAttention (class in paddlenlp.transformers.attention_utils) DefaultDataCollator (class in paddlenlp.data.data_collator) DefaultFlowCallback (class in paddlenlp.trainer.trainer_callback) DeformBottleneckBlock (class in paddlenlp.transformers.layoutxlm.visual_backbone) DepTree (class in paddlenlp.taskflow.dependency_parsing)

DetectionF1 (class in paddlenlp.metrics.sighan) dialogue_encode() (UnifiedTransformerTokenizer method) DialogueTask (class in paddlenlp.taskflow.dialogue) Dict (class in paddlenlp.data.collate) disable_faster_encoder() (in module paddlenlp.ops.faster_transformer.transformer.encoder) DistilBertForMaskedLM (class in paddlenlp.transformers.distilbert.modeling) DistilBertForQuestionAnswering (class in paddlenlp.transformers.distilbert.modeling) DistilBertForSequenceClassification (class in paddlenlp.transformers.distilbert.modeling) DistilBertForTokenClassification (class in paddlenlp.transformers.distilbert.modeling) DistilBertModel (class in paddlenlp.transformers.distilbert.modeling) DistilBertPretrainedModel (class in paddlenlp.transformers.distilbert.modeling) DistilBertTokenizer (class in paddlenlp.transformers.distilbert.tokenizer) Distinct (class in paddlenlp.metrics.distinct) DistributedBatchSampler (class in paddlenlp.utils.batch_sampler) doc_labels (Feature attribute) doc_span_index (Feature attribute) doc_tokens (Example attribute) (Feature attribute) DocSpan (class in paddlenlp.taskflow.utils) dot() (TokenEmbedding method) download_check() (in module paddlenlp.taskflow.utils) download_file() (in module paddlenlp.taskflow.utils) dygraph_params_to_static() (in module paddlenlp.utils.tools)

E

EarlyStoppingCallback (class in paddlenlp.trainer.trainer_callback) einsum() (in module paddlenlp.ops.einsum) eisner() (in module paddlenlp.taskflow.dependency_parsing) ElectraClassificationHead (class in paddlenlp.transformers.electra.modeling) ElectraDiscriminator (class in paddlenlp.transformers.electra.modeling) ElectraForMaskedLM (in module paddlenlp.transformers.electra.modeling) ElectraForMultipleChoice (class in paddlenlp.transformers.electra.modeling) ElectraForPretraining (in module paddlenlp.transformers.electra.modeling) ElectraForQuestionAnswering (class in paddlenlp.transformers.electra.modeling) ElectraForSequenceClassification (class in paddlenlp.transformers.electra.modeling) ElectraForTokenClassification (class in paddlenlp.transformers.electra.modeling) ElectraForTotalPretraining (class in paddlenlp.transformers.electra.modeling) ElectraGenerator (class in paddlenlp.transformers.electra.modeling) ElectraModel (class in paddlenlp.transformers.electra.modeling) ElectraPretrainedModel (class in paddlenlp.transformers.electra.modeling) ElectraPretrainingCriterion (class in paddlenlp.transformers.electra.modeling) ElectraTokenizer (class in paddlenlp.transformers.electra.tokenizer) enable_faster_encoder() (in module paddlenlp.ops.faster_transformer.transformer.encoder) enable_faster_encoder_func() (FasterBART method) (FasterMBART method) (FasterPegasus method) enable_ft_para() (in module paddlenlp.ops.faster_transformer.transformer.decoding) encode() (BigBirdTokenizer method) (ChineseBertTokenizer method) (JiebaTokenizer method) (PretrainedTokenizerBase method) encoder_forward() (in module paddlenlp.ops.faster_transformer.transformer.encoder) encoder_layer_forward() (in module paddlenlp.ops.faster_transformer.transformer.encoder) encodings() (BatchEncoding property) end (CharSpan attribute) (TokenSpan attribute) entity_encode() (LukeTokenizer method) eos_token() (SpecialTokensMixin property) eos_token_id() (SpecialTokensMixin property) ErnieCrossEncoder (class in paddlenlp.transformers.semantic_search.modeling) ErnieCtmForTokenClassification (class in paddlenlp.transformers.ernie_ctm.modeling) ErnieCtmModel (class in paddlenlp.transformers.ernie_ctm.modeling) ErnieCtmNptagModel (class in paddlenlp.transformers.ernie_ctm.modeling) ErnieCtmPretrainedModel (class in paddlenlp.transformers.ernie_ctm.modeling) ErnieCtmTokenizer (class in paddlenlp.transformers.ernie_ctm.tokenizer) ErnieCtmWordtagModel (class in paddlenlp.transformers.ernie_ctm.modeling) ErnieDocBPETokenizer (class in paddlenlp.transformers.ernie_doc.tokenizer) ErnieDocForQuestionAnswering (class in paddlenlp.transformers.ernie_doc.modeling) ErnieDocForSequenceClassification (class in paddlenlp.transformers.ernie_doc.modeling) ErnieDocForTokenClassification (class in paddlenlp.transformers.ernie_doc.modeling)

ErnieDocModel (class in paddlenlp.transformers.ernie_doc.modeling) ErnieDocPretrainedModel (class in paddlenlp.transformers.ernie_doc.modeling) ErnieDocTokenizer (class in paddlenlp.transformers.ernie_doc.tokenizer) ErnieDualEncoder (class in paddlenlp.transformers.semantic_search.modeling) ErnieEncoder (class in paddlenlp.taskflow.models.dependency_parsing_model) ErnieForCSC (class in paddlenlp.taskflow.models.text_correction_model) ErnieForGeneration (class in paddlenlp.transformers.ernie_gen.modeling) ErnieForMaskedLM (class in paddlenlp.transformers.ernie.modeling) ErnieForMultipleChoice (class in paddlenlp.transformers.ernie.modeling) ErnieForPretraining (class in paddlenlp.transformers.ernie.modeling) ErnieForQuestionAnswering (class in paddlenlp.transformers.ernie.modeling) ErnieForSequenceClassification (class in paddlenlp.transformers.ernie.modeling) ErnieForTokenClassification (class in paddlenlp.transformers.ernie.modeling) ErnieGenModel (in module paddlenlp.transformers.ernie_gen.modeling) ErnieGenPretrainedModel (class in paddlenlp.transformers.ernie_gen.modeling) ErnieGramForQuestionAnswering (class in paddlenlp.transformers.ernie_gram.modeling) ErnieGramForSequenceClassification (class in paddlenlp.transformers.ernie_gram.modeling) ErnieGramForTokenClassification (class in paddlenlp.transformers.ernie_gram.modeling) ErnieGramModel (class in paddlenlp.transformers.ernie_gram.modeling) ErnieGramPretrainedModel (class in paddlenlp.transformers.ernie_gram.modeling) ErnieGramTokenizer (class in paddlenlp.transformers.ernie_gram.tokenizer) ErnieHealthDiscriminator (class in paddlenlp.transformers.electra.modeling) ErnieHealthForTotalPretraining (class in paddlenlp.transformers.electra.modeling) ErnieHealthPretrainingCriterion (class in paddlenlp.transformers.electra.modeling) ErnieMForMultipleChoice (class in paddlenlp.transformers.ernie_m.modeling) ErnieMForQuestionAnswering (class in paddlenlp.transformers.ernie_m.modeling) ErnieMForSequenceClassification (class in paddlenlp.transformers.ernie_m.modeling) ErnieMForTokenClassification (class in paddlenlp.transformers.ernie_m.modeling) ErnieMModel (class in paddlenlp.transformers.ernie_m.modeling) ErnieModel (class in paddlenlp.transformers.ernie.modeling) ErnieMPretrainedModel (class in paddlenlp.transformers.ernie_m.modeling) ErnieMTokenizer (class in paddlenlp.transformers.ernie_m.tokenizer) ErniePretrainedModel (class in paddlenlp.transformers.ernie.modeling) ErniePretrainingCriterion (class in paddlenlp.transformers.ernie.modeling) ErnieTinyTokenizer (class in paddlenlp.transformers.ernie.tokenizer) ErnieTokenizer (class in paddlenlp.transformers.ernie.tokenizer) eval_batch_size() (TrainingArguments property) eval_span() (SpanEvaluator method) EvalPrediction (class in paddlenlp.trainer.trainer_utils) Example (class in paddlenlp.taskflow.utils) example_index (Feature attribute) ExplicitEnum (class in paddlenlp.transformers.tokenizer_utils_base) export_model() (in module paddlenlp.transformers.export) export_params() (FasterTransformer method) extend_chinese_char() (ErnieTokenizer method) extract_spo() (WordTagRelationExtractor method)

F

FastEncoding (class in paddlenlp.transformers.tokenizer_utils_base) FasterBART (class in paddlenlp.ops.faster_transformer.transformer.faster_transformer) FasterCodeGen (class in paddlenlp.ops.faster_transformer.transformer.faster_transformer) FasterDecoder (class in paddlenlp.ops.faster_transformer.transformer.decoder) FasterErnieForSequenceClassification (class in paddlenlp.experimental.ernie_model) FasterErnieForTokenClassification (class in paddlenlp.experimental.ernie_model) FasterErnieModel (class in paddlenlp.experimental.ernie_model) FasterGPT (class in paddlenlp.ops.faster_transformer.transformer.faster_transformer) FasterGPTJ (class in paddlenlp.ops.faster_transformer.transformer.faster_transformer) FasterMBART (class in paddlenlp.ops.faster_transformer.transformer.faster_transformer) FasterOPT (class in paddlenlp.ops.faster_transformer.transformer.faster_transformer) FasterPegasus (class in paddlenlp.ops.faster_transformer.transformer.faster_transformer) FasterPretrainedModel (class in paddlenlp.experimental.model_utils) FasterTokenizer (class in paddlenlp.experimental.faster_tokenizer) FasterTransformer (class in paddlenlp.ops.faster_transformer.transformer.faster_transformer) FasterTransformerExtension (class in paddlenlp.ops.ext_utils) FasterUnifiedTransformer (class in paddlenlp.ops.faster_transformer.transformer.faster_transformer) FasterUNIMOText (class in paddlenlp.ops.faster_transformer.transformer.faster_transformer) Feature (class in paddlenlp.taskflow.utils) FileLock (class in paddlenlp.utils.file_lock) FileLockException fill_diagonal() (in module paddlenlp.taskflow.dependency_parsing) filter() (IterDataset method) (MapDataset method) find_bio_pos() (in module paddlenlp.taskflow.utils) find_term() (TermTree method) find_transformer_model_class_by_name() (in module paddlenlp.transformers.utils) find_transformer_model_type() (in module paddlenlp.transformers.utils) fit_partial_model() (FTParaConf method) fn_args_to_dict() (in module paddlenlp.transformers.utils) FNetForMaskedLM (class in paddlenlp.transformers.fnet.modeling) FNetForMultipleChoice (class in paddlenlp.transformers.fnet.modeling) FNetForNextSentencePrediction (class in paddlenlp.transformers.fnet.modeling) FNetForPreTraining (class in paddlenlp.transformers.fnet.modeling) FNetForQuestionAnswering (class in paddlenlp.transformers.fnet.modeling) FNetForSequenceClassification (class in paddlenlp.transformers.fnet.modeling) FNetForTokenClassification (class in paddlenlp.transformers.fnet.modeling) FNetModel (class in paddlenlp.transformers.fnet.modeling) FNetPretrainedModel (class in paddlenlp.transformers.fnet.modeling) FNetTokenizer (class in paddlenlp.transformers.fnet.tokenizer) forward() (AlbertForMaskedLM method) (AlbertForMultipleChoice method) (AlbertForPretraining method) (AlbertForQuestionAnswering method) (AlbertForSequenceClassification method) (AlbertForTokenClassification method) (AlbertModel method) (Attention method) (Backbone method) (BartClassificationHead method) (BartDecoder method) (BartEncoder method) (BartForConditionalGeneration method) (BartForQuestionAnswering method) (BartForSequenceClassification method) (BartModel method) (BasicStem method) (BertForMaskedLM method) (BertForMultipleChoice method) (BertForPretraining method) (BertForQuestionAnswering method) (BertForSequenceClassification method) (BertForTokenClassification method) (BertModel method) (BertPretrainingCriterion method) (BertPretrainingHeads method) (BiAffine method) (BiAffineParser method) (BigBirdForCausalLM method) (BigBirdForMaskedLM method) (BigBirdForMultipleChoice method) (BigBirdForPretraining method) (BigBirdForQuestionAnswering method) (BigBirdForSequenceClassification method) (BigBirdForTokenClassification method) (BigBirdModel method) (BigBirdPretrainingCriterion method) (BigBirdPretrainingHeads method) (BigBirdSparseAttention method) (BiGruCrf method) (BlenderbotDecoder method) (BlenderbotEncoder method) (BlenderbotForCausalLM method) (BlenderbotForConditionalGeneration method) (BlenderbotModel method) (BlenderbotSmallDecoder method) (BlenderbotSmallEncoder method) (BlenderbotSmallForCausalLM method) (BlenderbotSmallForConditionalGeneration method) (BlenderbotSmallModel method) (BottleneckBlock method) (BoWEncoder method) (BoWModel method) (ChineseBertForPretraining method) (ChineseBertForQuestionAnswering method) (ChineseBertForSequenceClassification method) (ChineseBertForTokenClassification method) (ChineseBertModel method) (ChineseBertPretrainingCriterion method) (CNNEncoder method) (CodeGenAttention method) (CodeGenBlock method) (CodeGenForCausalLM method) (CodeGenMLP method) (CodeGenModel method) (ColumnParallelLiner method), [1] (Conv2d method) (ConvBertClassificationHead method) (ConvBertDiscriminator method) (ConvBertForMultipleChoice method) (ConvBertForQuestionAnswering method) (ConvBertForSequenceClassification method) (ConvBertForTokenClassification method) (ConvBertForTotalPretraining method) (ConvBertGenerator method) (ConvBertModel method) (ConvBertPretrainingCriterion method) (CrossEntropyCriterion method) (CTRLForSequenceClassification method) (CTRLLMHeadModel method) (CTRLModel method) (DalleBartDecoder method) (DalleBartEncoder method) (DalleBartForConditionalGeneration method) (DalleBartModel method) (DefaultAttention method) (DistilBertForMaskedLM method) (DistilBertForQuestionAnswering method) (DistilBertForSequenceClassification method) (DistilBertForTokenClassification method) (DistilBertModel method) (ElectraClassificationHead method) (ElectraDiscriminator method) (ElectraForMultipleChoice method) (ElectraForQuestionAnswering method) (ElectraForSequenceClassification method) (ElectraForTokenClassification method) (ElectraForTotalPretraining method) (ElectraGenerator method) (ElectraModel method) (ElectraPretrainingCriterion method) (ErnieCrossEncoder method) (ErnieCtmForTokenClassification method) (ErnieCtmModel method) (ErnieCtmNptagModel method) (ErnieCtmWordtagModel method) (ErnieDocForQuestionAnswering method) (ErnieDocForSequenceClassification method) (ErnieDocForTokenClassification method) (ErnieDocModel method) (ErnieDualEncoder method) (ErnieEncoder method) (ErnieForCSC method) (ErnieForGeneration method) (ErnieForMaskedLM method) (ErnieForMultipleChoice method) (ErnieForPretraining method) (ErnieForQuestionAnswering method) (ErnieForSequenceClassification method) (ErnieForTokenClassification method) (ErnieGramForQuestionAnswering method) (ErnieGramForSequenceClassification method) (ErnieGramForTokenClassification method) (ErnieGramModel method) (ErnieHealthDiscriminator method) (ErnieHealthForTotalPretraining method) (ErnieHealthPretrainingCriterion method) (ErnieMForMultipleChoice method) (ErnieMForQuestionAnswering method) (ErnieMForSequenceClassification method) (ErnieMForTokenClassification method) (ErnieMModel method) (ErnieModel method) (ErniePretrainingCriterion method) (FasterBART method) (FasterCodeGen method) (FasterDecoder method) (FasterErnieForSequenceClassification method) (FasterErnieForTokenClassification method) (FasterErnieModel method) (FasterGPT method) (FasterGPTJ method) (FasterMBART method) (FasterOPT method) (FasterPegasus method) (FasterTokenizer method) (FasterTransformer method) (FasterUnifiedTransformer method) (FasterUNIMOText method) (FNetForMaskedLM method) (FNetForMultipleChoice method) (FNetForNextSentencePrediction method) (FNetForPreTraining method) (FNetForQuestionAnswering method) (FNetForSequenceClassification method) (FNetForTokenClassification method) (FNetModel method) (FPN method) (FunnelForQuestionAnswering method) (FunnelForSequenceClassification method) (FunnelForTokenClassification method) (FunnelModel method) (GAUAlphaForMaskedLM method) (GAUAlphaForMultipleChoice method) (GAUAlphaForQuestionAnswering method) (GAUAlphaForSequenceClassification method) (GAUAlphaForTokenClassification method) (GAUAlphaModel method) (GPTForGreedyGeneration method) (GPTForPretraining method) (GPTForSequenceClassification method) (GPTForTokenClassification method) (GPTLMHeadModel method) (GPTModel method) (GPTPretrainingCriterion method) (GRUEncoder method) (InferBartDecoding method) (InferGptDecoding method) (InferGptJDecoding method) (InferMBartDecoding method) (InferOptDecoding method) (InferPegasusDecoding method) (InferTransformerDecoder method) (InferTransformerDecoding method) (InferTransformerModel method) (InferUnifiedDecoding method) (LastLevelMaxPool method) (LayoutLMForMaskedLM method) (LayoutLMForSequenceClassification method) (LayoutLMForTokenClassification method) (LayoutLMModel method) (LayoutLMv2ForPretraining method) (LayoutLMv2ForRelationExtraction method) (LayoutLMv2ForTokenClassification method) (LayoutLMv2Model method) (LayoutXLMForPretraining method) (LayoutXLMForQuestionAnswering method) (LayoutXLMForRelationExtraction method) (LayoutXLMForSequenceClassification method) (LayoutXLMForTokenClassification method) (LayoutXLMModel method) (Linear3D method) (LinearChainCrf method) (LinearChainCrfLoss method) (LSTMByWPEncoder method) (LSTMEncoder method) (LSTMModel method) (LukeForEntityClassification method) (LukeForEntityPairClassification method) (LukeForEntitySpanClassification method) (LukeForMaskedLM method) (LukeForQuestionAnswering method) (LukeModel method) (MBartClassificationHead method) (MBartDecoder method) (MBartEncoder method) (MBartForConditionalGeneration method) (MBartForQuestionAnswering method) (MBartForSequenceClassification method) (MBartModel method) (MegatronBertForCausalLM method) (MegatronBertForMaskedLM method) (MegatronBertForMultipleChoice method) (MegatronBertForNextSentencePrediction method) (MegatronBertForPreTraining method) (MegatronBertForQuestionAnswering method) (MegatronBertForSequenceClassification method) (MegatronBertForTokenClassification method) (MegatronBertModel method) (MLP method) (MobileBertForPreTraining method) (MobileBertForQuestionAnswering method) (MobileBertForSequenceClassification method) (MobileBertModel method) (MPNetForMaskedLM method) (MPNetForMultipleChoice method) (MPNetForQuestionAnswering method) (MPNetForSequenceClassification method) (MPNetForTokenClassification method) (MPNetModel method) (MultiHeadAttention method) (NeZhaForMultipleChoice method) (NeZhaForPretraining method) (NeZhaForQuestionAnswering method) (NeZhaForSequenceClassification method) (NeZhaForTokenClassification method) (NeZhaModel method) (NeZhaPretrainingHeads method) (OPTForCausalLM method) (OPTModel method) (ParallelEmbedding method), [1] (PositionalEmbedding method) (PPMiniLMForMultipleChoice method) (PPMiniLMForQuestionAnswering method) (PPMiniLMForSequenceClassification method) (PPMiniLMModel method) (ProphetNetDecoder method) (ProphetNetEncoder method) (ProphetNetForConditionalGeneration method) (ProphetNetModel method) (RDropLoss method) (ReformerForMaskedLM method) (ReformerForQuestionAnswering method) (ReformerForSequenceClassification method) (ReformerModel method) (ReformerModelWithLMHead method) (RemBertForMaskedLM method) (RemBertForMultipleChoice method) (RemBertForQuestionAnswering method) (RemBertForSequenceClassification method) (RemBertForTokenClassification method) (RemBertModel method) (ResNet method) (RNNEncoder method) (RobertaForCausalLM method) (RobertaForMaskedLM method) (RobertaForMultipleChoice method) (RobertaForQuestionAnswering method) (RobertaForSequenceClassification method) (RobertaForTokenClassification method) (RobertaModel method) (RoFormerForCausalLM method) (RoFormerForMaskedLM method) (RoFormerForMultipleChoice method) (RoFormerForQuestionAnswering method) (RoFormerForSequenceClassification method) (RoFormerForTokenClassification method) (RoFormerModel method) (RoFormerv2ForMaskedLM method) (RoFormerv2ForMultipleChoice method) (RoFormerv2ForQuestionAnswering method) (RoFormerv2ForSequenceClassification method) (RoFormerv2ForTokenClassification method) (RoFormerv2Model method) (RowParallelLiner method), [1] (SinusoidalPositionalEmbedding method) (SkepCrfForTokenClassification method) (SkepForSequenceClassification method) (SkepForTokenClassification method) (SkepModel method) (SkepSequenceModel method) (SqueezeBertForQuestionAnswering method) (SqueezeBertForSequenceClassification method) (SqueezeBertForTokenClassification method) (SqueezeBertModel method) (T5EncoderModel method) (T5ForConditionalGeneration method) (T5Model method) (TCN method) (TCNEncoder method) (TemporalBlock method) (TinyBertForMultipleChoice method) (TinyBertForPretraining method) (TinyBertForQuestionAnswering method) (TinyBertForSequenceClassification method) (TinyBertModel method) (TransformerDecodeCell method) (TransformerGenerator method) (TransformerModel method) (UIE method) (UIEM method) (UnifiedTransformerLMHeadModel method) (UnifiedTransformerModel method) (UNIMOLMHeadModel method) (UNIMOModel method) (VisualBackbone method) (ViterbiDecoder method) (VQGanDetokenizer method) (WordEmbedding method) (XLMForMultipleChoice method) (XLMForQuestionAnsweringSimple method) (XLMForSequenceClassification method) (XLMForTokenClassification method) (XLMModel method) (XLMWithLMHeadModel method) (XLNetForMultipleChoice method) (XLNetForQuestionAnswering method) (XLNetForSequenceClassification method) (XLNetForTokenClassification method) (XLNetLMHeadModel method) (XLNetModel method)

FPN (class in paddlenlp.transformers.layoutxlm.visual_backbone) from_config() (WordTagRelationExtractor class method) from_dict() (TermTreeNode class method) (Vocab class method) (WordTagRelationExtractor class method) from_dir() (TermTree class method) from_json() (TermTreeNode class method) (Vocab class method) (WordTagRelationExtractor class method) from_pkl() (WordTagRelationExtractor class method) from_pretrained() (AutoDecoder class method) (AutoDiscriminator class method) (AutoEncoder class method) (AutoGenerator class method) (AutoModel class method) (AutoModelForCausalLM class method) (AutoModelForConditionalGeneration class method) (AutoModelForImageGeneration class method) (AutoModelForMaskedLM class method) (AutoModelForMultipleChoice class method) (AutoModelForPretraining class method) (AutoModelForQuestionAnswering class method) (AutoModelForSequenceClassification class method) (AutoModelForTokenClassification class method) (AutoTokenizer class method) (ErnieGenPretrainedModel class method) (FasterPretrainedModel class method) (PretrainedModel class method) (PretrainedTokenizerBase class method) from_pretrained_v2() (PretrainedModel class method) FrozenBatchNorm (class in paddlenlp.transformers.layoutxlm.visual_backbone) FTParaConf (class in paddlenlp.ops.faster_transformer.transformer.decoding) FunnelForQuestionAnswering (class in paddlenlp.transformers.funnel.modeling) FunnelForSequenceClassification (class in paddlenlp.transformers.funnel.modeling) FunnelForTokenClassification (class in paddlenlp.transformers.funnel.modeling) FunnelModel (class in paddlenlp.transformers.funnel.modeling) FunnelTokenizer (class in paddlenlp.transformers.funnel.tokenizer)

G

GAUAlphaForMaskedLM (class in paddlenlp.transformers.gau_alpha.modeling) GAUAlphaForMultipleChoice (class in paddlenlp.transformers.gau_alpha.modeling) GAUAlphaForQuestionAnswering (class in paddlenlp.transformers.gau_alpha.modeling) GAUAlphaForSequenceClassification (class in paddlenlp.transformers.gau_alpha.modeling) GAUAlphaForTokenClassification (class in paddlenlp.transformers.gau_alpha.modeling) GAUAlphaModel (class in paddlenlp.transformers.gau_alpha.modeling) GAUAlphaPretrainedModel (class in paddlenlp.transformers.gau_alpha.modeling) GAUAlphaTokenizer (class in paddlenlp.transformers.gau_alpha.tokenizer) gen_encode() (UNIMOTokenizer method) generate() (ArtistForImageGeneration method) (DalleBartForConditionalGeneration method) (DalleBartForImageGeneration method) (FasterBART method) (FasterCodeGen method) (FasterGPT method) (FasterGPTJ method) (FasterMBART method) (FasterOPT method) (FasterPegasus method) (FasterUnifiedTransformer method) (FasterUNIMOText method) (GenerationMixin method) GenerationMixin (class in paddlenlp.transformers.generation_utils) get_added_vocab() (PretrainedTokenizer method) get_average() (TimeCostAverage method) get_bool_ids_greater_than() (in module paddlenlp.taskflow.utils) (in module paddlenlp.utils.tools) get_discriminator_inputs() (ConvBertForTotalPretraining method) get_encoder() (BlenderbotForConditionalGeneration method) (BlenderbotModel method) (BlenderbotSmallForConditionalGeneration method) (BlenderbotSmallModel method) get_entity_vocab() (LukeTokenizer method) get_env_device() (in module paddlenlp.utils.tools) get_final_text() (in module paddlenlp.taskflow.utils) get_ft_para_conf() (in module paddlenlp.ops.faster_transformer.transformer.decoding) get_head_mask() (MobileBertModel method) get_id_and_prob() (in module paddlenlp.taskflow.utils) get_idx_from_word() (TokenEmbedding method) get_idx_list_from_words() (TokenEmbedding method) get_input_dim() (BoWEncoder method) (CNNEncoder method) (GRUEncoder method) (LSTMEncoder method) (RNNEncoder method) (TCNEncoder method) get_input_embeddings() (AlbertForMaskedLM method) (AlbertForPretraining method) (AlbertModel method) (BartModel method) (BertModel method) (CodeGenModel method) (ConvBertForTotalPretraining method) (ConvBertGenerator method) (ConvBertModel method) (CTRLModel method) (ElectraForTotalPretraining method) (ElectraGenerator method) (ElectraModel method) (ErnieCtmModel method) (ErnieModel method) (FNetForMaskedLM method) (FNetForNextSentencePrediction method) (FNetForPreTraining method) (FNetModel method) (FunnelModel method) (GPTModel method) (LayoutLMForSequenceClassification method) (LayoutLMForTokenClassification method) (LayoutLMv2ForTokenClassification method) (LayoutXLMForQuestionAnswering method) (LayoutXLMForSequenceClassification method) (LayoutXLMForTokenClassification method) (MBartModel method) (MegatronBertModel method) (MobileBertModel method) (PretrainedModel method) (ReformerModel method) (RemBertModel method) (RobertaModel method) (RoFormerModel method) (RoFormerv2Model method) (SkepModel method) (SqueezeBertModel method) (T5EncoderModel method) (T5ForConditionalGeneration method) (T5Model method) (TinyBertModel method) (UnifiedTransformerModel method) (UNIMOModel method) (XLNetModel method) get_labels() (DatasetBuilder method) get_lr() (CosineAnnealingWithWarmupDecay method) (LinearAnnealingWithWarmupDecay method) get_model_config() (PretrainedModel method) get_norm() (in module paddlenlp.transformers.layoutxlm.visual_backbone) get_offset_mapping() (ErnieMTokenizer method) (LukeTokenizer method) (PretrainedTokenizer method) (RobertaBPETokenizer method) get_output_dim() (BoWEncoder method) (CNNEncoder method) (GRUEncoder method) (LSTMEncoder method) (RNNEncoder method) (TCNEncoder method)

get_output_embeddings() (AlbertForMaskedLM method) (AlbertForPretraining method) (CodeGenForCausalLM method) (ConvBertForTotalPretraining method) (CTRLLMHeadModel method) (ElectraForTotalPretraining method) (FNetForMaskedLM method) (FNetForNextSentencePrediction method) (FNetForPreTraining method) (MobileBertForPreTraining method) (PretrainedModel method) (ReformerForMaskedLM method) (ReformerModelWithLMHead method) (RobertaForCausalLM method) (RobertaForMaskedLM method) (T5ForConditionalGeneration method) get_output_filename() (CMakeExtension method) (FasterTransformerExtension method) get_pinyin_ids() (ChineseBertTokenizer method) get_pooled_embedding() (ErnieDualEncoder method) get_scheduler() (in module paddlenlp.trainer.trainer_utils) get_span() (in module paddlenlp.taskflow.utils) (in module paddlenlp.utils.tools) get_special_tokens_mask() (AlbertTokenizer method) (BartTokenizer method) (BertTokenizer method) (DalleBartTokenizer method) (ElectraTokenizer method) (ErnieCtmTokenizer method) (ErnieMTokenizer method) (ErnieTinyTokenizer method) (ErnieTokenizer method) (FNetTokenizer method) (FunnelTokenizer method) (GAUAlphaTokenizer method) (LayoutXLMTokenizer method) (MBart50Tokenizer method) (MBartTokenizer method) (MPNetTokenizer method) (NeZhaTokenizer method) (PretrainedTokenizer method) (PretrainedTokenizerBase method) (ProphetNetTokenizer method) (RemBertTokenizer method) (RobertaBPETokenizer method) (RobertaChineseTokenizer method) (RoFormerTokenizer method) (RoFormerv2Tokenizer method) (SkepTokenizer method) (SqueezeBertTokenizer method) (T5Tokenizer method) (UnifiedTransformerTokenizer method) (XLMTokenizer method) (XLNetTokenizer method) get_target_filename() (CMakeExtension method) (FasterTransformerExtension method) get_vocab() (BartTokenizer method) (BertTokenizer method) (CTRLTokenizer method) (DatasetBuilder method) (ElectraTokenizer method) (ErnieMTokenizer method) (ErnieTinyTokenizer method) (ErnieTokenizer method) (GPTTokenizer method) (LayoutXLMTokenizer method) (MBart50Tokenizer method) (MBartTokenizer method) (PretrainedTokenizerBase method) (ProphetNetTokenizer method) (RemBertTokenizer method) (RobertaBPETokenizer method) (RobertaChineseTokenizer method) (RoFormerTokenizer method) (SkepTokenizer method) (UnifiedTransformerTokenizer method) (UNIMOTokenizer method) (XLMTokenizer method) (XLNetTokenizer method) get_warmup_steps() (TrainingArguments method) get_weights_path_from_url() (in module paddlenlp.utils.downloader) global_step (TrainOutput attribute) gold_score() (LinearChainCrf method) GPTask (class in paddlenlp.taskflow.information_extraction) GPTChineseTokenizer (class in paddlenlp.transformers.gpt.tokenizer) GPTForCausalLM (in module paddlenlp.transformers.gpt.modeling) GPTForGreedyGeneration (class in paddlenlp.transformers.gpt.modeling) GPTForPretraining (class in paddlenlp.transformers.gpt.modeling) GPTForSequenceClassification (class in paddlenlp.transformers.gpt.modeling) GPTForTokenClassification (class in paddlenlp.transformers.gpt.modeling) GPTLMHeadModel (class in paddlenlp.transformers.gpt.modeling) GPTModel (class in paddlenlp.transformers.gpt.modeling) GPTPretrainedModel (class in paddlenlp.transformers.gpt.modeling) GPTPretrainingCriterion (class in paddlenlp.transformers.gpt.modeling) GPTTokenizer (class in paddlenlp.transformers.gpt.tokenizer) GroupInfo (class in paddlenlp.ops.distributed.utils.topo) GRUEncoder (class in paddlenlp.seq2vec.encoder)

H

help() (Task method) (Taskflow method)

I

im_base64 (Example attribute) (Feature attribute) image_rois (Example attribute) (Feature attribute) import_module() (in module paddlenlp.utils.import_utils) index_sample() (in module paddlenlp.taskflow.models.dependency_parsing_model) infer_transformer_encoder() (in module paddlenlp.ops.faster_transformer.transformer.encoder) InferBartDecoding (class in paddlenlp.ops.faster_transformer.transformer.decoding) InferGptDecoding (class in paddlenlp.ops.faster_transformer.transformer.decoding) InferGptJDecoding (class in paddlenlp.ops.faster_transformer.transformer.decoding) InferMBartDecoding (class in paddlenlp.ops.faster_transformer.transformer.decoding) InferOptDecoding (class in paddlenlp.ops.faster_transformer.transformer.decoding) InferPegasusDecoding (class in paddlenlp.ops.faster_transformer.transformer.decoding) InferTransformerDecoder (class in paddlenlp.ops.faster_transformer.transformer.decoder) InferTransformerDecoding (class in paddlenlp.ops.faster_transformer.transformer.decoding) InferTransformerModel (class in paddlenlp.transformers.transformer.modeling) InferUnifiedDecoding (class in paddlenlp.ops.faster_transformer.transformer.decoding) init_and_track_conf() (InitTrackerMeta static method) init_weights() (BartPretrainedModel method) (BertPretrainedModel method) (BlenderbotPretrainedModel method) (BlenderbotSmallPretrainedModel method) (ChineseBertPretrainedModel method) (CodeGenPreTrainedModel method) (ConvBertPretrainedModel method) (DalleBartPretrainedModel method) (DistilBertPretrainedModel method) (ElectraPretrainedModel method) (ErnieCrossEncoder method) (ErnieDualEncoder method) (ErnieGramPretrainedModel method) (ErnieMPretrainedModel method) (ErniePretrainedModel method) (GAUAlphaPretrainedModel method) (GPTPretrainedModel method) (LayoutLMPretrainedModel method) (LayoutLMv2ForRelationExtraction method) (LayoutLMv2PretrainedModel method) (LayoutXLMForRelationExtraction method) (LayoutXLMPretrainedModel method) (LukePretrainedModel method) (MBartPretrainedModel method) (MegatronBertPretrainedModel method) (MPNetPretrainedModel method) (NeZhaPretrainedModel method) (OPTPretrainedModel method) (PPMiniLMPretrainedModel method) (ReformerPretrainedModel method) (RembertPretrainedModel method) (RobertaPretrainedModel method) (RoFormerPretrainedModel method) (RoFormerv2PretrainedModel method) (SkepPretrainedModel method) (T5PretrainedModel method) (TinyBertPretrainedModel method)

InitTrackerMeta (class in paddlenlp.transformers.utils) inorder_traversal() (DepTree method) install_package() (in module paddlenlp.utils.import_utils) interactive_mode() (DialogueTask method) IntervalStrategy (class in paddlenlp.trainer.trainer_utils) is_alpha() (ErnieMTokenizer method) is_ch_char() (ErnieMTokenizer method) is_chinese_char() (in module paddlenlp.transformers.tokenizer_utils) is_fast() (BatchEncoding property) is_faster_tokenizer_available() (in module paddlenlp.utils.import_utils) is_last_group() (FTParaConf method) is_load() (FTParaConf method) is_package_available() (in module paddlenlp.utils.import_utils) is_punct() (ErnieMTokenizer method) is_torch_available() (in module paddlenlp.utils.import_utils) is_transformers_available() (in module paddlenlp.utils.import_utils) is_whitespace() (ErnieMTokenizer method) istree() (in module paddlenlp.taskflow.dependency_parsing) items() (BatchEncoding method) IterDataset (class in paddlenlp.datasets.dataset)

J

ja_tokenize() (XLMTokenizer method) JiebaBasicTokenizer (class in paddlenlp.transformers.roformer.tokenizer)

JiebaTokenizer (class in paddlenlp.data.tokenizer) judge_legal() (DepTree method)

K

k (MultiHeadAttention.Cache attribute) (MultiHeadAttention.StaticCache attribute) key_labels (Example attribute) (Feature attribute)

keys (Example attribute) (Feature attribute) keys() (BatchEncoding method)

L

label_ids (EvalPrediction attribute) (PredictionOutput attribute) LacTask (class in paddlenlp.taskflow.lexical_analysis) LastLevelMaxPool (class in paddlenlp.transformers.layoutxlm.visual_backbone) layerwise_lr_decay() (in module paddlenlp.ops.optimizer) (in module paddlenlp.ops.optimizer.adamwdl) LayoutLMForMaskedLM (class in paddlenlp.transformers.layoutlm.modeling) LayoutLMForSequenceClassification (class in paddlenlp.transformers.layoutlm.modeling) LayoutLMForTokenClassification (class in paddlenlp.transformers.layoutlm.modeling) LayoutLMModel (class in paddlenlp.transformers.layoutlm.modeling) LayoutLMPretrainedModel (class in paddlenlp.transformers.layoutlm.modeling) LayoutLMTokenizer (class in paddlenlp.transformers.layoutlm.tokenizer) LayoutLMv2ForPretraining (class in paddlenlp.transformers.layoutlmv2.modeling) LayoutLMv2ForRelationExtraction (class in paddlenlp.transformers.layoutlmv2.modeling) LayoutLMv2ForTokenClassification (class in paddlenlp.transformers.layoutlmv2.modeling) LayoutLMv2Model (class in paddlenlp.transformers.layoutlmv2.modeling) LayoutLMv2PretrainedModel (class in paddlenlp.transformers.layoutlmv2.modeling) LayoutLMv2Tokenizer (class in paddlenlp.transformers.layoutlmv2.tokenizer) LayoutXLMForPretraining (class in paddlenlp.transformers.layoutxlm.modeling) LayoutXLMForQuestionAnswering (class in paddlenlp.transformers.layoutxlm.modeling) LayoutXLMForRelationExtraction (class in paddlenlp.transformers.layoutxlm.modeling) LayoutXLMForSequenceClassification (class in paddlenlp.transformers.layoutxlm.modeling) LayoutXLMForTokenClassification (class in paddlenlp.transformers.layoutxlm.modeling) LayoutXLMModel (class in paddlenlp.transformers.layoutxlm.modeling) LayoutXLMPretrainedModel (class in paddlenlp.transformers.layoutxlm.modeling) LayoutXLMTokenizer (class in paddlenlp.transformers.layoutxlm.tokenizer) lcs() (RougeL method) length (DocSpan attribute) length() (SamplerHelper property) levenstein_distance() (in module paddlenlp.taskflow.utils)

Linear3D (class in paddlenlp.transformers.attention_utils) LinearAnnealingWithWarmupDecay (class in paddlenlp.transformers.optimization) LinearChainCrf (class in paddlenlp.layers.crf) LinearChainCrfLoss (class in paddlenlp.layers.crf) LinearDecayWithWarmup (class in paddlenlp.transformers.optimization) linking() (WordTagTask property) list_embedding_name() (in module paddlenlp.embeddings.token_embedding) load_customization() (Customization method) load_dataset() (in module paddlenlp.datasets.dataset) load_from_json() (TrainerState class method) load_vocab() (in module paddlenlp.taskflow.lexical_analysis) (in module paddlenlp.transformers.prophetnet.tokenizer) load_vocabulary() (PretrainedTokenizer static method) (UnifiedTransformerTokenizer static method) (UNIMOTokenizer static method) (Vocab static method) local_process_index() (TrainingArguments property) Logger (class in paddlenlp.utils.log) longestCommonSequence() (in module paddlenlp.taskflow.utils) LSTMByWPEncoder (class in paddlenlp.taskflow.models.dependency_parsing_model) LSTMEncoder (class in paddlenlp.seq2vec.encoder) LSTMModel (class in paddlenlp.taskflow.models.sentiment_analysis_model) LukeForEntityClassification (class in paddlenlp.transformers.luke.modeling) LukeForEntityPairClassification (class in paddlenlp.transformers.luke.modeling) LukeForEntitySpanClassification (class in paddlenlp.transformers.luke.modeling) LukeForMaskedLM (class in paddlenlp.transformers.luke.modeling) LukeForQuestionAnswering (class in paddlenlp.transformers.luke.modeling) LukeModel (class in paddlenlp.transformers.luke.modeling) LukePretrainedModel (class in paddlenlp.transformers.luke.modeling) LukeTokenizer (class in paddlenlp.transformers.luke.tokenizer)

M

main_process_first() (TrainingArguments method) make_default_stages() (ResNet static method) make_stage() (in module paddlenlp.transformers.layoutxlm.visual_backbone) (ResNet static method) map() (IterDataset method) (MapDataset method) MapDataset (class in paddlenlp.datasets.dataset) mask_token() (SpecialTokensMixin property) mask_token_id() (SpecialTokensMixin property) MaskedLMOutput (class in paddlenlp.transformers.model_outputs) matching() (ErnieCrossEncoder method) matching_v2() (ErnieCrossEncoder method) matching_v3() (ErnieCrossEncoder method) max_len_sentences_pair() (PretrainedTokenizerBase property) max_len_single_sentence() (PretrainedTokenizerBase property) MBart50Tokenizer (class in paddlenlp.transformers.mbart.tokenizer) MBartClassificationHead (class in paddlenlp.transformers.mbart.modeling) MBartDecoder (class in paddlenlp.transformers.mbart.modeling) MBartEncoder (class in paddlenlp.transformers.mbart.modeling) MBartForConditionalGeneration (class in paddlenlp.transformers.mbart.modeling) MBartForQuestionAnswering (class in paddlenlp.transformers.mbart.modeling) MBartForSequenceClassification (class in paddlenlp.transformers.mbart.modeling) MBartModel (class in paddlenlp.transformers.mbart.modeling) MBartPretrainedModel (class in paddlenlp.transformers.mbart.modeling) MBartTokenizer (class in paddlenlp.transformers.mbart.tokenizer) Mcc (class in paddlenlp.metrics.glue) MecabTokenizer (class in paddlenlp.transformers.bert_japanese.tokenizer) MegatronBertForCausalLM (class in paddlenlp.transformers.megatronbert.modeling) MegatronBertForMaskedLM (class in paddlenlp.transformers.megatronbert.modeling) MegatronBertForMultipleChoice (class in paddlenlp.transformers.megatronbert.modeling) MegatronBertForNextSentencePrediction (class in paddlenlp.transformers.megatronbert.modeling) MegatronBertForPreTraining (class in paddlenlp.transformers.megatronbert.modeling) MegatronBertForQuestionAnswering (class in paddlenlp.transformers.megatronbert.modeling) MegatronBertForSequenceClassification (class in paddlenlp.transformers.megatronbert.modeling) MegatronBertForTokenClassification (class in paddlenlp.transformers.megatronbert.modeling) MegatronBertModel (class in paddlenlp.transformers.megatronbert.modeling) MegatronBertPretrainedModel (class in paddlenlp.transformers.megatronbert.modeling) MegatronBertTokenizer (class in paddlenlp.transformers.megatronbert.tokenizer) merge_subword() (UNIMOTokenizer method) metrics (PredictionOutput attribute) (TrainOutput attribute) MLP (class in paddlenlp.taskflow.models.dependency_parsing_model) MobileBertForPreTraining (class in paddlenlp.transformers.mobilebert.modeling) MobileBertForQuestionAnswering (class in paddlenlp.transformers.mobilebert.modeling) MobileBertForSequenceClassification (class in paddlenlp.transformers.mobilebert.modeling) MobileBertModel (class in paddlenlp.transformers.mobilebert.modeling) MobileBertPretrainedModel (class in paddlenlp.transformers.mobilebert.modeling) MobileBertTokenizer (class in paddlenlp.transformers.mobilebert.tokenizer) model() (GPTForGreedyGeneration method) model_name_list() (PretrainedModel property) model_type (Example attribute) (Feature attribute) ModelOutput (class in paddlenlp.transformers.model_outputs) module paddlenlp paddlenlp.data paddlenlp.data.collate paddlenlp.data.data_collator paddlenlp.data.sampler paddlenlp.data.tokenizer paddlenlp.data.vocab paddlenlp.dataaug paddlenlp.dataaug.base_augment paddlenlp.dataaug.word_delete paddlenlp.dataaug.word_insert paddlenlp.dataaug.word_substitute paddlenlp.dataaug.word_swap paddlenlp.datasets paddlenlp.datasets.dataset paddlenlp.embeddings paddlenlp.embeddings.token_embedding paddlenlp.experimental paddlenlp.experimental.ernie_model paddlenlp.experimental.faster_tokenizer paddlenlp.experimental.model_utils paddlenlp.layers paddlenlp.layers.crf paddlenlp.layers.sequence paddlenlp.layers.tcn paddlenlp.losses paddlenlp.losses.rdrop paddlenlp.metrics paddlenlp.metrics.bleu paddlenlp.metrics.chunk paddlenlp.metrics.distinct paddlenlp.metrics.glue paddlenlp.metrics.perplexity paddlenlp.metrics.rouge paddlenlp.metrics.sighan paddlenlp.metrics.span paddlenlp.metrics.squad paddlenlp.metrics.utils paddlenlp.ops paddlenlp.ops.distributed paddlenlp.ops.distributed.parallel paddlenlp.ops.distributed.utils paddlenlp.ops.distributed.utils.random paddlenlp.ops.distributed.utils.topo paddlenlp.ops.einsum paddlenlp.ops.ext_utils paddlenlp.ops.faster_transformer paddlenlp.ops.faster_transformer.transformer paddlenlp.ops.faster_transformer.transformer.decoder paddlenlp.ops.faster_transformer.transformer.decoding paddlenlp.ops.faster_transformer.transformer.encoder paddlenlp.ops.faster_transformer.transformer.faster_transformer paddlenlp.ops.optimizer paddlenlp.ops.optimizer.adamwdl paddlenlp.ops.optimizer.ema paddlenlp.seq2vec paddlenlp.seq2vec.encoder paddlenlp.taskflow paddlenlp.taskflow.code_generation paddlenlp.taskflow.dependency_parsing paddlenlp.taskflow.dialogue paddlenlp.taskflow.information_extraction paddlenlp.taskflow.knowledge_mining paddlenlp.taskflow.lexical_analysis paddlenlp.taskflow.models paddlenlp.taskflow.models.dependency_parsing_model paddlenlp.taskflow.models.information_extraction_model paddlenlp.taskflow.models.lexical_analysis_model paddlenlp.taskflow.models.sentiment_analysis_model paddlenlp.taskflow.models.text_correction_model paddlenlp.taskflow.named_entity_recognition paddlenlp.taskflow.poetry_generation paddlenlp.taskflow.pos_tagging paddlenlp.taskflow.question_answering paddlenlp.taskflow.sentiment_analysis paddlenlp.taskflow.task paddlenlp.taskflow.taskflow paddlenlp.taskflow.text_correction paddlenlp.taskflow.text_generation paddlenlp.taskflow.text_similarity paddlenlp.taskflow.text_to_image paddlenlp.taskflow.utils paddlenlp.taskflow.word_segmentation paddlenlp.trainer paddlenlp.trainer.argparser paddlenlp.trainer.integrations paddlenlp.trainer.trainer_callback paddlenlp.trainer.trainer_utils paddlenlp.trainer.training_args paddlenlp.trainer.utils paddlenlp.trainer.utils.helper paddlenlp.transformers paddlenlp.transformers.albert paddlenlp.transformers.albert.modeling paddlenlp.transformers.albert.tokenizer paddlenlp.transformers.artist paddlenlp.transformers.artist.modeling paddlenlp.transformers.artist.tokenizer paddlenlp.transformers.attention_utils paddlenlp.transformers.auto paddlenlp.transformers.auto.modeling paddlenlp.transformers.auto.tokenizer paddlenlp.transformers.bart paddlenlp.transformers.bart.modeling paddlenlp.transformers.bart.tokenizer paddlenlp.transformers.bert paddlenlp.transformers.bert.modeling paddlenlp.transformers.bert.tokenizer paddlenlp.transformers.bert_japanese paddlenlp.transformers.bert_japanese.tokenizer paddlenlp.transformers.bigbird paddlenlp.transformers.bigbird.modeling paddlenlp.transformers.bigbird.tokenizer paddlenlp.transformers.blenderbot paddlenlp.transformers.blenderbot.modeling paddlenlp.transformers.blenderbot.tokenizer paddlenlp.transformers.blenderbot_small paddlenlp.transformers.blenderbot_small.modeling paddlenlp.transformers.blenderbot_small.tokenizer paddlenlp.transformers.chinesebert paddlenlp.transformers.chinesebert.modeling paddlenlp.transformers.chinesebert.tokenizer paddlenlp.transformers.codegen paddlenlp.transformers.codegen.modeling paddlenlp.transformers.codegen.tokenizer paddlenlp.transformers.convbert paddlenlp.transformers.convbert.modeling paddlenlp.transformers.convbert.tokenizer paddlenlp.transformers.ctrl paddlenlp.transformers.ctrl.modeling paddlenlp.transformers.ctrl.tokenizer paddlenlp.transformers.dallebart paddlenlp.transformers.dallebart.modeling paddlenlp.transformers.dallebart.tokenizer paddlenlp.transformers.distilbert paddlenlp.transformers.distilbert.modeling paddlenlp.transformers.distilbert.tokenizer paddlenlp.transformers.distill_utils paddlenlp.transformers.electra paddlenlp.transformers.electra.modeling paddlenlp.transformers.electra.tokenizer paddlenlp.transformers.ernie paddlenlp.transformers.ernie.modeling paddlenlp.transformers.ernie.tokenizer paddlenlp.transformers.ernie_ctm paddlenlp.transformers.ernie_ctm.modeling paddlenlp.transformers.ernie_ctm.tokenizer paddlenlp.transformers.ernie_doc paddlenlp.transformers.ernie_doc.modeling paddlenlp.transformers.ernie_doc.tokenizer paddlenlp.transformers.ernie_gen paddlenlp.transformers.ernie_gen.modeling paddlenlp.transformers.ernie_gram paddlenlp.transformers.ernie_gram.matching_param_name paddlenlp.transformers.ernie_gram.modeling paddlenlp.transformers.ernie_gram.tokenizer paddlenlp.transformers.ernie_m paddlenlp.transformers.ernie_m.modeling paddlenlp.transformers.ernie_m.tokenizer paddlenlp.transformers.export paddlenlp.transformers.fnet paddlenlp.transformers.fnet.modeling paddlenlp.transformers.fnet.tokenizer paddlenlp.transformers.funnel paddlenlp.transformers.funnel.modeling paddlenlp.transformers.funnel.tokenizer paddlenlp.transformers.gau_alpha paddlenlp.transformers.gau_alpha.modeling paddlenlp.transformers.gau_alpha.tokenizer paddlenlp.transformers.generation_utils paddlenlp.transformers.gpt paddlenlp.transformers.gpt.modeling paddlenlp.transformers.gpt.tokenizer paddlenlp.transformers.layoutlm paddlenlp.transformers.layoutlm.modeling paddlenlp.transformers.layoutlm.tokenizer paddlenlp.transformers.layoutlmv2 paddlenlp.transformers.layoutlmv2.modeling paddlenlp.transformers.layoutlmv2.tokenizer paddlenlp.transformers.layoutxlm paddlenlp.transformers.layoutxlm.modeling paddlenlp.transformers.layoutxlm.tokenizer paddlenlp.transformers.layoutxlm.visual_backbone paddlenlp.transformers.luke paddlenlp.transformers.luke.modeling paddlenlp.transformers.luke.tokenizer paddlenlp.transformers.mbart paddlenlp.transformers.mbart.modeling paddlenlp.transformers.mbart.tokenizer paddlenlp.transformers.megatronbert paddlenlp.transformers.megatronbert.modeling paddlenlp.transformers.megatronbert.tokenizer paddlenlp.transformers.mobilebert paddlenlp.transformers.mobilebert.modeling paddlenlp.transformers.mobilebert.tokenizer paddlenlp.transformers.model_outputs paddlenlp.transformers.model_utils paddlenlp.transformers.mpnet paddlenlp.transformers.mpnet.modeling paddlenlp.transformers.mpnet.tokenizer paddlenlp.transformers.nezha paddlenlp.transformers.nezha.modeling paddlenlp.transformers.nezha.tokenizer paddlenlp.transformers.opt paddlenlp.transformers.opt.modeling paddlenlp.transformers.optimization paddlenlp.transformers.ppminilm paddlenlp.transformers.ppminilm.modeling paddlenlp.transformers.ppminilm.tokenizer paddlenlp.transformers.prophetnet paddlenlp.transformers.prophetnet.modeling paddlenlp.transformers.prophetnet.tokenizer paddlenlp.transformers.reformer paddlenlp.transformers.reformer.modeling paddlenlp.transformers.reformer.tokenizer paddlenlp.transformers.rembert paddlenlp.transformers.rembert.modeling paddlenlp.transformers.rembert.tokenizer paddlenlp.transformers.roberta paddlenlp.transformers.roberta.modeling paddlenlp.transformers.roberta.tokenizer paddlenlp.transformers.roformer paddlenlp.transformers.roformer.modeling paddlenlp.transformers.roformer.tokenizer paddlenlp.transformers.roformerv2 paddlenlp.transformers.roformerv2.modeling paddlenlp.transformers.roformerv2.tokenizer paddlenlp.transformers.semantic_search paddlenlp.transformers.semantic_search.modeling paddlenlp.transformers.sentencepiece_model_pb2 paddlenlp.transformers.skep paddlenlp.transformers.skep.modeling paddlenlp.transformers.skep.tokenizer paddlenlp.transformers.squeezebert paddlenlp.transformers.squeezebert.modeling paddlenlp.transformers.squeezebert.tokenizer paddlenlp.transformers.t5 paddlenlp.transformers.t5.modeling paddlenlp.transformers.t5.tokenizer paddlenlp.transformers.tinybert paddlenlp.transformers.tinybert.modeling paddlenlp.transformers.tinybert.tokenizer paddlenlp.transformers.tokenizer_utils paddlenlp.transformers.tokenizer_utils_base paddlenlp.transformers.transformer paddlenlp.transformers.transformer.modeling paddlenlp.transformers.unified_transformer paddlenlp.transformers.unified_transformer.convert paddlenlp.transformers.unified_transformer.modeling paddlenlp.transformers.unified_transformer.tokenizer paddlenlp.transformers.unimo paddlenlp.transformers.unimo.modeling paddlenlp.transformers.unimo.tokenizer paddlenlp.transformers.utils paddlenlp.transformers.xlm paddlenlp.transformers.xlm.modeling paddlenlp.transformers.xlm.tokenizer paddlenlp.transformers.xlnet paddlenlp.transformers.xlnet.modeling paddlenlp.transformers.xlnet.tokenizer paddlenlp.utils paddlenlp.utils.batch_sampler paddlenlp.utils.downloader paddlenlp.utils.env paddlenlp.utils.file_lock paddlenlp.utils.import_utils paddlenlp.utils.log paddlenlp.utils.profiler paddlenlp.utils.tools

MPNetForMaskedLM (class in paddlenlp.transformers.mpnet.modeling) MPNetForMultipleChoice (class in paddlenlp.transformers.mpnet.modeling) MPNetForQuestionAnswering (class in paddlenlp.transformers.mpnet.modeling) MPNetForSequenceClassification (class in paddlenlp.transformers.mpnet.modeling) MPNetForTokenClassification (class in paddlenlp.transformers.mpnet.modeling) MPNetModel (class in paddlenlp.transformers.mpnet.modeling) MPNetPretrainedModel (class in paddlenlp.transformers.mpnet.modeling) MPNetTokenizer (class in paddlenlp.transformers.mpnet.tokenizer) MultiHeadAttention (class in paddlenlp.transformers.attention_utils) MultiHeadAttention.Cache (class in paddlenlp.transformers.attention_utils) MultiHeadAttention.StaticCache (class in paddlenlp.transformers.attention_utils) MultiLabelsMetric (class in paddlenlp.metrics.glue) MultipleChoiceModelOutput (class in paddlenlp.transformers.model_outputs)

N

n_sequences() (BatchEncoding property) name() (AccuracyAndF1 method) (BLEU method) (ChunkEvaluator method) (DetectionF1 method) (Distinct method) (Mcc method) (MultiLabelsMetric method) (PearsonAndSpearman method) (Perplexity method) (RougeL method) (SpanEvaluator method) NERLACTask (class in paddlenlp.taskflow.named_entity_recognition) NERWordTagTask (class in paddlenlp.taskflow.named_entity_recognition) nested_concat() (in module paddlenlp.trainer.utils.helper) nested_detach() (in module paddlenlp.trainer.utils.helper) nested_numpify() (in module paddlenlp.trainer.utils.helper) nested_truncate() (in module paddlenlp.trainer.utils.helper) NeZhaForMultipleChoice (class in paddlenlp.transformers.nezha.modeling) NeZhaForPretraining (class in paddlenlp.transformers.nezha.modeling) NeZhaForQuestionAnswering (class in paddlenlp.transformers.nezha.modeling) NeZhaForSequenceClassification (class in paddlenlp.transformers.nezha.modeling) NeZhaForTokenClassification (class in paddlenlp.transformers.nezha.modeling) NeZhaModel (class in paddlenlp.transformers.nezha.modeling) NeZhaPretrainedModel (class in paddlenlp.transformers.nezha.modeling) NeZhaPretrainingHeads (class in paddlenlp.transformers.nezha.modeling)

NeZhaTokenizer (class in paddlenlp.transformers.nezha.tokenizer) Node (class in paddlenlp.taskflow.dependency_parsing) normalize_chars() (in module paddlenlp.transformers.tokenizer_utils) NPTagTask (class in paddlenlp.taskflow.knowledge_mining) num_special_tokens_to_add() (AlbertTokenizer method) (BertTokenizer method) (BigBirdTokenizer method) (ElectraTokenizer method) (ErnieCtmTokenizer method) (ErnieTinyTokenizer method) (ErnieTokenizer method) (FunnelTokenizer method) (GAUAlphaTokenizer method) (LayoutXLMTokenizer method) (LukeTokenizer method) (NeZhaTokenizer method) (PPMiniLMTokenizer method) (PretrainedTokenizer method) (RobertaBPETokenizer method) (RobertaChineseTokenizer method) (RoFormerTokenizer method) (RoFormerv2Tokenizer method) (SkepTokenizer method) (SqueezeBertTokenizer method) (UnifiedTransformerTokenizer method) (UNIMOTokenizer method) (XLNetTokenizer method)

O

on_epoch_begin() (CallbackHandler method) (TrainerCallback method) on_epoch_end() (CallbackHandler method) (DefaultFlowCallback method) (TrainerCallback method) on_evaluate() (CallbackHandler method) (EarlyStoppingCallback method) (ProgressCallback method) (TrainerCallback method) on_init_end() (CallbackHandler method) (TrainerCallback method) on_log() (CallbackHandler method) (PrinterCallback method) (ProgressCallback method) (TrainerCallback method) (VisualDLCallback method) on_prediction_step() (CallbackHandler method) (ProgressCallback method) (TrainerCallback method) on_save() (CallbackHandler method) (TrainerCallback method)

on_step_begin() (CallbackHandler method) (TrainerCallback method) on_step_end() (CallbackHandler method) (DefaultFlowCallback method) (ProgressCallback method) (TrainerCallback method) on_substep_end() (CallbackHandler method) (TrainerCallback method) on_train_begin() (CallbackHandler method) (EarlyStoppingCallback method) (ProgressCallback method) (TrainerCallback method) (VisualDLCallback method) on_train_end() (CallbackHandler method) (ProgressCallback method) (TrainerCallback method) (VisualDLCallback method) OPTForCausalLM (class in paddlenlp.transformers.opt.modeling) OPTModel (class in paddlenlp.transformers.opt.modeling) OPTPretrainedModel (class in paddlenlp.transformers.opt.modeling) ori_boxes (Example attribute) overlaps (Feature attribute)

P

Pad (class in paddlenlp.data.collate) pad() (PretrainedTokenizerBase method) pad_batch_data() (in module paddlenlp.taskflow.utils) pad_sequence() (in module paddlenlp.taskflow.dependency_parsing) pad_token() (SpecialTokensMixin property) pad_token_id() (SpecialTokensMixin property) pad_token_type_id() (SpecialTokensMixin property) PaddingStrategy (class in paddlenlp.transformers.tokenizer_utils_base) paddle_pad_and_concatenate() (in module paddlenlp.trainer.utils.helper) paddlenlp module paddlenlp.data module paddlenlp.data.collate module paddlenlp.data.data_collator module paddlenlp.data.sampler module paddlenlp.data.tokenizer module paddlenlp.data.vocab module paddlenlp.dataaug module paddlenlp.dataaug.base_augment module paddlenlp.dataaug.word_delete module paddlenlp.dataaug.word_insert module paddlenlp.dataaug.word_substitute module paddlenlp.dataaug.word_swap module paddlenlp.datasets module paddlenlp.datasets.dataset module paddlenlp.embeddings module paddlenlp.embeddings.token_embedding module paddlenlp.experimental module paddlenlp.experimental.ernie_model module paddlenlp.experimental.faster_tokenizer module paddlenlp.experimental.model_utils module paddlenlp.layers module paddlenlp.layers.crf module paddlenlp.layers.sequence module paddlenlp.layers.tcn module paddlenlp.losses module paddlenlp.losses.rdrop module paddlenlp.metrics module paddlenlp.metrics.bleu module paddlenlp.metrics.chunk module paddlenlp.metrics.distinct module paddlenlp.metrics.glue module paddlenlp.metrics.perplexity module paddlenlp.metrics.rouge module paddlenlp.metrics.sighan module paddlenlp.metrics.span module paddlenlp.metrics.squad module paddlenlp.metrics.utils module paddlenlp.ops module paddlenlp.ops.distributed module paddlenlp.ops.distributed.parallel module paddlenlp.ops.distributed.utils module paddlenlp.ops.distributed.utils.random module paddlenlp.ops.distributed.utils.topo module paddlenlp.ops.einsum module paddlenlp.ops.ext_utils module paddlenlp.ops.faster_transformer module paddlenlp.ops.faster_transformer.transformer module paddlenlp.ops.faster_transformer.transformer.decoder module paddlenlp.ops.faster_transformer.transformer.decoding module paddlenlp.ops.faster_transformer.transformer.encoder module paddlenlp.ops.faster_transformer.transformer.faster_transformer module paddlenlp.ops.optimizer module paddlenlp.ops.optimizer.adamwdl module paddlenlp.ops.optimizer.ema module paddlenlp.seq2vec module paddlenlp.seq2vec.encoder module paddlenlp.taskflow module paddlenlp.taskflow.code_generation module paddlenlp.taskflow.dependency_parsing module paddlenlp.taskflow.dialogue module paddlenlp.taskflow.information_extraction module paddlenlp.taskflow.knowledge_mining module paddlenlp.taskflow.lexical_analysis module paddlenlp.taskflow.models module paddlenlp.taskflow.models.dependency_parsing_model module paddlenlp.taskflow.models.information_extraction_model module paddlenlp.taskflow.models.lexical_analysis_model module paddlenlp.taskflow.models.sentiment_analysis_model module paddlenlp.taskflow.models.text_correction_model module paddlenlp.taskflow.named_entity_recognition module paddlenlp.taskflow.poetry_generation module paddlenlp.taskflow.pos_tagging module paddlenlp.taskflow.question_answering module paddlenlp.taskflow.sentiment_analysis module paddlenlp.taskflow.task module paddlenlp.taskflow.taskflow module paddlenlp.taskflow.text_correction module paddlenlp.taskflow.text_generation module paddlenlp.taskflow.text_similarity module paddlenlp.taskflow.text_to_image module paddlenlp.taskflow.utils module paddlenlp.taskflow.word_segmentation module paddlenlp.trainer module paddlenlp.trainer.argparser module paddlenlp.trainer.integrations module paddlenlp.trainer.trainer_callback module paddlenlp.trainer.trainer_utils module paddlenlp.trainer.training_args module paddlenlp.trainer.utils module paddlenlp.trainer.utils.helper module paddlenlp.transformers module paddlenlp.transformers.albert module paddlenlp.transformers.albert.modeling module paddlenlp.transformers.albert.tokenizer module paddlenlp.transformers.artist module paddlenlp.transformers.artist.modeling module paddlenlp.transformers.artist.tokenizer module paddlenlp.transformers.attention_utils module paddlenlp.transformers.auto module paddlenlp.transformers.auto.modeling module paddlenlp.transformers.auto.tokenizer module paddlenlp.transformers.bart module paddlenlp.transformers.bart.modeling module paddlenlp.transformers.bart.tokenizer module paddlenlp.transformers.bert module paddlenlp.transformers.bert.modeling module paddlenlp.transformers.bert.tokenizer module paddlenlp.transformers.bert_japanese module paddlenlp.transformers.bert_japanese.tokenizer module paddlenlp.transformers.bigbird module paddlenlp.transformers.bigbird.modeling module paddlenlp.transformers.bigbird.tokenizer module paddlenlp.transformers.blenderbot module paddlenlp.transformers.blenderbot.modeling module paddlenlp.transformers.blenderbot.tokenizer module paddlenlp.transformers.blenderbot_small module paddlenlp.transformers.blenderbot_small.modeling module paddlenlp.transformers.blenderbot_small.tokenizer module paddlenlp.transformers.chinesebert module paddlenlp.transformers.chinesebert.modeling module paddlenlp.transformers.chinesebert.tokenizer module paddlenlp.transformers.codegen module paddlenlp.transformers.codegen.modeling module paddlenlp.transformers.codegen.tokenizer module paddlenlp.transformers.convbert module paddlenlp.transformers.convbert.modeling module paddlenlp.transformers.convbert.tokenizer module paddlenlp.transformers.ctrl module paddlenlp.transformers.ctrl.modeling module paddlenlp.transformers.ctrl.tokenizer module paddlenlp.transformers.dallebart module paddlenlp.transformers.dallebart.modeling module paddlenlp.transformers.dallebart.tokenizer module paddlenlp.transformers.distilbert module paddlenlp.transformers.distilbert.modeling module paddlenlp.transformers.distilbert.tokenizer module paddlenlp.transformers.distill_utils module paddlenlp.transformers.electra module paddlenlp.transformers.electra.modeling module paddlenlp.transformers.electra.tokenizer module paddlenlp.transformers.ernie module paddlenlp.transformers.ernie.modeling module paddlenlp.transformers.ernie.tokenizer module paddlenlp.transformers.ernie_ctm module

paddlenlp.transformers.ernie_ctm.modeling module paddlenlp.transformers.ernie_ctm.tokenizer module paddlenlp.transformers.ernie_doc module paddlenlp.transformers.ernie_doc.modeling module paddlenlp.transformers.ernie_doc.tokenizer module paddlenlp.transformers.ernie_gen module paddlenlp.transformers.ernie_gen.modeling module paddlenlp.transformers.ernie_gram module paddlenlp.transformers.ernie_gram.matching_param_name module paddlenlp.transformers.ernie_gram.modeling module paddlenlp.transformers.ernie_gram.tokenizer module paddlenlp.transformers.ernie_m module paddlenlp.transformers.ernie_m.modeling module paddlenlp.transformers.ernie_m.tokenizer module paddlenlp.transformers.export module paddlenlp.transformers.fnet module paddlenlp.transformers.fnet.modeling module paddlenlp.transformers.fnet.tokenizer module paddlenlp.transformers.funnel module paddlenlp.transformers.funnel.modeling module paddlenlp.transformers.funnel.tokenizer module paddlenlp.transformers.gau_alpha module paddlenlp.transformers.gau_alpha.modeling module paddlenlp.transformers.gau_alpha.tokenizer module paddlenlp.transformers.generation_utils module paddlenlp.transformers.gpt module paddlenlp.transformers.gpt.modeling module paddlenlp.transformers.gpt.tokenizer module paddlenlp.transformers.layoutlm module paddlenlp.transformers.layoutlm.modeling module paddlenlp.transformers.layoutlm.tokenizer module paddlenlp.transformers.layoutlmv2 module paddlenlp.transformers.layoutlmv2.modeling module paddlenlp.transformers.layoutlmv2.tokenizer module paddlenlp.transformers.layoutxlm module paddlenlp.transformers.layoutxlm.modeling module paddlenlp.transformers.layoutxlm.tokenizer module paddlenlp.transformers.layoutxlm.visual_backbone module paddlenlp.transformers.luke module paddlenlp.transformers.luke.modeling module paddlenlp.transformers.luke.tokenizer module paddlenlp.transformers.mbart module paddlenlp.transformers.mbart.modeling module paddlenlp.transformers.mbart.tokenizer module paddlenlp.transformers.megatronbert module paddlenlp.transformers.megatronbert.modeling module paddlenlp.transformers.megatronbert.tokenizer module paddlenlp.transformers.mobilebert module paddlenlp.transformers.mobilebert.modeling module paddlenlp.transformers.mobilebert.tokenizer module paddlenlp.transformers.model_outputs module paddlenlp.transformers.model_utils module paddlenlp.transformers.mpnet module paddlenlp.transformers.mpnet.modeling module paddlenlp.transformers.mpnet.tokenizer module paddlenlp.transformers.nezha module paddlenlp.transformers.nezha.modeling module paddlenlp.transformers.nezha.tokenizer module paddlenlp.transformers.opt module paddlenlp.transformers.opt.modeling module paddlenlp.transformers.optimization module paddlenlp.transformers.ppminilm module paddlenlp.transformers.ppminilm.modeling module paddlenlp.transformers.ppminilm.tokenizer module paddlenlp.transformers.prophetnet module paddlenlp.transformers.prophetnet.modeling module paddlenlp.transformers.prophetnet.tokenizer module paddlenlp.transformers.reformer module paddlenlp.transformers.reformer.modeling module paddlenlp.transformers.reformer.tokenizer module paddlenlp.transformers.rembert module paddlenlp.transformers.rembert.modeling module paddlenlp.transformers.rembert.tokenizer module paddlenlp.transformers.roberta module paddlenlp.transformers.roberta.modeling module paddlenlp.transformers.roberta.tokenizer module paddlenlp.transformers.roformer module paddlenlp.transformers.roformer.modeling module paddlenlp.transformers.roformer.tokenizer module paddlenlp.transformers.roformerv2 module paddlenlp.transformers.roformerv2.modeling module paddlenlp.transformers.roformerv2.tokenizer module paddlenlp.transformers.semantic_search module paddlenlp.transformers.semantic_search.modeling module paddlenlp.transformers.sentencepiece_model_pb2 module paddlenlp.transformers.skep module paddlenlp.transformers.skep.modeling module paddlenlp.transformers.skep.tokenizer module paddlenlp.transformers.squeezebert module paddlenlp.transformers.squeezebert.modeling module paddlenlp.transformers.squeezebert.tokenizer module paddlenlp.transformers.t5 module paddlenlp.transformers.t5.modeling module paddlenlp.transformers.t5.tokenizer module paddlenlp.transformers.tinybert module paddlenlp.transformers.tinybert.modeling module paddlenlp.transformers.tinybert.tokenizer module paddlenlp.transformers.tokenizer_utils module paddlenlp.transformers.tokenizer_utils_base module paddlenlp.transformers.transformer module paddlenlp.transformers.transformer.modeling module paddlenlp.transformers.unified_transformer module paddlenlp.transformers.unified_transformer.convert module paddlenlp.transformers.unified_transformer.modeling module paddlenlp.transformers.unified_transformer.tokenizer module paddlenlp.transformers.unimo module paddlenlp.transformers.unimo.modeling module paddlenlp.transformers.unimo.tokenizer module paddlenlp.transformers.utils module paddlenlp.transformers.xlm module paddlenlp.transformers.xlm.modeling module paddlenlp.transformers.xlm.tokenizer module paddlenlp.transformers.xlnet module paddlenlp.transformers.xlnet.modeling module paddlenlp.transformers.xlnet.tokenizer module paddlenlp.utils module paddlenlp.utils.batch_sampler module paddlenlp.utils.downloader module paddlenlp.utils.env module paddlenlp.utils.file_lock module paddlenlp.utils.import_utils module paddlenlp.utils.log module paddlenlp.utils.profiler module paddlenlp.utils.tools module ParallelEmbedding (class in paddlenlp.ops.distributed) (class in paddlenlp.ops.distributed.parallel) param_in_func() (in module paddlenlp.transformers.utils) parse_args_into_dataclasses() (PdArgumentParser method) parse_customization() (Customization method) parse_dict() (PdArgumentParser method) parse_json_file() (PdArgumentParser method) PdArgumentParser (class in paddlenlp.trainer.argparser) PearsonAndSpearman (class in paddlenlp.metrics.glue) Perplexity (class in paddlenlp.metrics.perplexity) pinyin_locs_map() (ChineseBertTokenizer method) PoetryGenerationTask (class in paddlenlp.taskflow.poetry_generation) PolyDecayWithWarmup (class in paddlenlp.transformers.optimization) pop() (ModelOutput method) position_encoding_init() (in module paddlenlp.transformers.transformer.modeling) position_ids (Feature attribute) PositionalEmbedding (class in paddlenlp.transformers.transformer.modeling) POSTaggingTask (class in paddlenlp.taskflow.pos_tagging) PPMiniLMForMultipleChoice (class in paddlenlp.transformers.ppminilm.modeling) PPMiniLMForQuestionAnswering (class in paddlenlp.transformers.ppminilm.modeling) PPMiniLMForSequenceClassification (class in paddlenlp.transformers.ppminilm.modeling) PPMiniLMModel (class in paddlenlp.transformers.ppminilm.modeling) PPMiniLMPretrainedModel (class in paddlenlp.transformers.ppminilm.modeling) PPMiniLMTokenizer (class in paddlenlp.transformers.ppminilm.tokenizer) PredictionOutput (class in paddlenlp.trainer.trainer_utils) predictions (EvalPrediction attribute) (PredictionOutput attribute) prepare_for_model() (PretrainedTokenizerBase method) prepare_for_tokenization() (BlenderbotTokenizer method) (GPTTokenizer method) (PretrainedTokenizer method) (RobertaBPETokenizer method) prepare_inputs_for_generation() (BlenderbotForCausalLM method) (BlenderbotForConditionalGeneration method) (BlenderbotSmallForCausalLM method) PretrainedModel (class in paddlenlp.transformers.model_utils) PretrainedTokenizer (class in paddlenlp.transformers.tokenizer_utils) PretrainedTokenizerBase (class in paddlenlp.transformers.tokenizer_utils_base) print_config() (TrainingArguments method) PrinterCallback (class in paddlenlp.trainer.trainer_callback) process() (ProcessReader method) process_index() (TrainingArguments property) processing() (Logger method) ProcessReader (class in paddlenlp.taskflow.utils) ProfilerOptions (class in paddlenlp.utils.profiler) ProgressCallback (class in paddlenlp.trainer.trainer_callback) ProphetNetDecoder (class in paddlenlp.transformers.prophetnet.modeling) ProphetNetEncoder (class in paddlenlp.transformers.prophetnet.modeling) ProphetNetForConditionalGeneration (class in paddlenlp.transformers.prophetnet.modeling) ProphetNetModel (class in paddlenlp.transformers.prophetnet.modeling) ProphetNetPretrainedModel (class in paddlenlp.transformers.prophetnet.modeling) ProphetNetTokenizer (class in paddlenlp.transformers.prophetnet.tokenizer)

Q

qas_id (Example attribute) (Feature attribute)

QuestionAnsweringModelOutput (class in paddlenlp.transformers.model_outputs) QuestionAnsweringTask (class in paddlenlp.taskflow.question_answering)

R

rank (GroupInfo attribute) RDropLoss (class in paddlenlp.losses.rdrop) read() (DatasetBuilder method) record() (TimeCostAverage method) ReformerForMaskedLM (class in paddlenlp.transformers.reformer.modeling) ReformerForQuestionAnswering (class in paddlenlp.transformers.reformer.modeling) ReformerForSequenceClassification (class in paddlenlp.transformers.reformer.modeling) ReformerModel (class in paddlenlp.transformers.reformer.modeling) ReformerModelWithLMHead (class in paddlenlp.transformers.reformer.modeling) ReformerPretrainedModel (class in paddlenlp.transformers.reformer.modeling) ReformerTokenizer (class in paddlenlp.transformers.reformer.tokenizer) register_base_model() (in module paddlenlp.transformers.model_utils) release() (FileLock method) rematch() (FunnelTokenizer method) RemBertForMaskedLM (class in paddlenlp.transformers.rembert.modeling) RemBertForMultipleChoice (class in paddlenlp.transformers.rembert.modeling) RemBertForQuestionAnswering (class in paddlenlp.transformers.rembert.modeling) RemBertForSequenceClassification (class in paddlenlp.transformers.rembert.modeling) RemBertForTokenClassification (class in paddlenlp.transformers.rembert.modeling) RemBertModel (class in paddlenlp.transformers.rembert.modeling) RembertPretrainedModel (class in paddlenlp.transformers.rembert.modeling) RemBertTokenizer (class in paddlenlp.transformers.rembert.tokenizer) reset() (AccuracyAndF1 method) (BLEU method) (ChunkEvaluator method) (DetectionF1 method) (Distinct method) (Mcc method) (MultiLabelsMetric method) (PearsonAndSpearman method) (Perplexity method) (RougeL method) (SpanEvaluator method) (TimeCostAverage method) resize_position_embeddings() (LayoutLMForMaskedLM method) (LayoutLMForSequenceClassification method) (LayoutLMForTokenClassification method) (LayoutLMModel method) (LayoutLMv2ForPretraining method) (LayoutLMv2ForRelationExtraction method) (LayoutLMv2ForTokenClassification method) (LayoutLMv2Model method) (LayoutXLMForPretraining method) (LayoutXLMForRelationExtraction method) (LayoutXLMForSequenceClassification method) (LayoutXLMForTokenClassification method) (LayoutXLMModel method) (PretrainedModel method)

resize_token_embeddings() (PretrainedModel method) ResNet (class in paddlenlp.transformers.layoutxlm.visual_backbone) ResNetBlockBase (in module paddlenlp.transformers.layoutxlm.visual_backbone) resolve_cache_dir() (in module paddlenlp.transformers.utils) RNGStatesTracker (class in paddlenlp.ops.distributed.utils.random) RNNEncoder (class in paddlenlp.seq2vec.encoder) RobertaBPETokenizer (class in paddlenlp.transformers.roberta.tokenizer) RobertaChineseTokenizer (class in paddlenlp.transformers.roberta.tokenizer) RobertaForCausalLM (class in paddlenlp.transformers.roberta.modeling) RobertaForMaskedLM (class in paddlenlp.transformers.roberta.modeling) RobertaForMultipleChoice (class in paddlenlp.transformers.roberta.modeling) RobertaForQuestionAnswering (class in paddlenlp.transformers.roberta.modeling) RobertaForSequenceClassification (class in paddlenlp.transformers.roberta.modeling) RobertaForTokenClassification (class in paddlenlp.transformers.roberta.modeling) RobertaModel (class in paddlenlp.transformers.roberta.modeling) RobertaPretrainedModel (class in paddlenlp.transformers.roberta.modeling) RobertaTokenizer (class in paddlenlp.transformers.roberta.tokenizer) RoFormerForCausalLM (class in paddlenlp.transformers.roformer.modeling) RoFormerForMaskedLM (class in paddlenlp.transformers.roformer.modeling) RoFormerForMultipleChoice (class in paddlenlp.transformers.roformer.modeling) RoFormerForQuestionAnswering (class in paddlenlp.transformers.roformer.modeling) RoFormerForSequenceClassification (class in paddlenlp.transformers.roformer.modeling) RoFormerForTokenClassification (class in paddlenlp.transformers.roformer.modeling) RoFormerModel (class in paddlenlp.transformers.roformer.modeling) RoFormerPretrainedModel (class in paddlenlp.transformers.roformer.modeling) RoFormerTokenizer (class in paddlenlp.transformers.roformer.tokenizer) RoFormerv2ForMaskedLM (class in paddlenlp.transformers.roformerv2.modeling) RoFormerv2ForMultipleChoice (class in paddlenlp.transformers.roformerv2.modeling) RoFormerv2ForQuestionAnswering (class in paddlenlp.transformers.roformerv2.modeling) RoFormerv2ForSequenceClassification (class in paddlenlp.transformers.roformerv2.modeling) RoFormerv2ForTokenClassification (class in paddlenlp.transformers.roformerv2.modeling) RoFormerv2Model (class in paddlenlp.transformers.roformerv2.modeling) RoFormerv2PretrainedModel (class in paddlenlp.transformers.roformerv2.modeling) RoFormerv2Tokenizer (class in paddlenlp.transformers.roformerv2.tokenizer) RougeL (class in paddlenlp.metrics.rouge) RougeLForDuReader (class in paddlenlp.metrics.rouge) RowParallelLiner (class in paddlenlp.ops.distributed) (class in paddlenlp.ops.distributed.parallel)

S

sample_negatives_from_softmax() (ErnieHealthForTotalPretraining method) SamplerHelper (class in paddlenlp.data.sampler) sanitize_special_tokens() (SpecialTokensMixin method) save() (TermTree method) save_model_config() (PretrainedModel method) save_pretrained() (FasterPretrainedModel method) (PretrainedModel method) (PretrainedTokenizerBase method) save_pretrained_v2() (PretrainedModel method) save_resources() (AlbertTokenizer method) (BartTokenizer method) (CTRLTokenizer method) (ErnieTinyTokenizer method) (FasterPretrainedModel method) (FNetTokenizer method) (GPTChineseTokenizer method) (GPTTokenizer method) (MBart50Tokenizer method) (MBartTokenizer method) (PretrainedTokenizerBase method) (SkepTokenizer method) (UnifiedTransformerTokenizer method) (XLMTokenizer method) (XLNetTokenizer method) save_to_json() (TrainerState method) save_vocabulary() (PretrainedTokenizer static method) (ProphetNetTokenizer method) (RemBertTokenizer method) SchedulerType (class in paddlenlp.trainer.trainer_utils) SchemaTree (class in paddlenlp.taskflow.utils) score() (Distinct method) se_seq_labels (Feature attribute) search() (TokenEmbedding method) (TriedTree method) search_similar_word() (BurkhardKellerTree method) SegJiebaTask (class in paddlenlp.taskflow.word_segmentation) SegLACTask (class in paddlenlp.taskflow.word_segmentation) segment_ids (Example attribute) (Feature attribute) SegWordTagTask (class in paddlenlp.taskflow.word_segmentation) SentaTask (class in paddlenlp.taskflow.sentiment_analysis) sep_token() (SpecialTokensMixin property) sep_token_id() (SpecialTokensMixin property) Seq2SeqLMOutput (class in paddlenlp.transformers.model_outputs) Seq2SeqModelOutput (class in paddlenlp.transformers.model_outputs) Seq2SeqQuestionAnsweringModelOutput (class in paddlenlp.transformers.model_outputs) Seq2SeqSequenceClassifierOutput (class in paddlenlp.transformers.model_outputs) seq_labels (Example attribute) (Feature attribute) sequence_ids() (BatchEncoding method) sequence_mask() (in module paddlenlp.layers.sequence) SequenceClassifierOutput (class in paddlenlp.transformers.model_outputs) set_epoch() (DistributedBatchSampler method) set_input_embeddings() (AlbertModel method) (BartModel method) (BertModel method) (CodeGenModel method) (ConvBertModel method) (CTRLModel method) (ElectraGenerator method) (ElectraModel method) (ErnieCtmModel method) (ErnieModel method) (FNetModel method) (FunnelModel method) (GPTModel method) (MBartModel method) (MegatronBertModel method) (MobileBertModel method) (PretrainedModel method) (ReformerModel method) (RemBertModel method) (RobertaModel method) (RoFormerModel method) (RoFormerv2Model method) (SkepModel method) (SqueezeBertModel method) (T5EncoderModel method) (T5ForConditionalGeneration method) (T5Model method) (TinyBertModel method) (UnifiedTransformerModel method) (UNIMOModel method) (XLNetModel method)

set_partial_model() (FTParaConf method) set_schema() (WordTagTask method) set_src_lang_special_tokens() (MBart50Tokenizer method) (MBartTokenizer method) set_tgt_lang_special_tokens() (MBart50Tokenizer method) (MBartTokenizer method) set_trainable() (TokenEmbedding method) setdefault() (ModelOutput method) ShapeSpec (class in paddlenlp.transformers.layoutxlm.visual_backbone) shard() (IterDataset method) (SamplerHelper method) should_log() (TrainingArguments property) should_save() (TrainingArguments property) shuffle() (SamplerHelper method) SinusoidalPositionalEmbedding (class in paddlenlp.transformers.ctrl.modeling) size (GroupInfo attribute) SkepCrfForTokenClassification (class in paddlenlp.transformers.skep.modeling) SkepForSequenceClassification (class in paddlenlp.transformers.skep.modeling) SkepForTokenClassification (class in paddlenlp.transformers.skep.modeling) SkepModel (class in paddlenlp.transformers.skep.modeling) SkepPretrainedModel (class in paddlenlp.transformers.skep.modeling) SkepSequenceModel (class in paddlenlp.taskflow.models.sentiment_analysis_model) SkepTask (class in paddlenlp.taskflow.sentiment_analysis) SkepTokenizer (class in paddlenlp.transformers.skep.tokenizer) slice_weight() (FTParaConf method) sort() (SamplerHelper method) sp_model (FNetTokenizer attribute) (XLNetTokenizer attribute) SpanEvaluator (class in paddlenlp.metrics.span) special_tokens_map() (SpecialTokensMixin property) special_tokens_map_extended() (SpecialTokensMixin property) SpecialTokensMixin (class in paddlenlp.transformers.tokenizer_utils_base) speed_metrics() (in module paddlenlp.trainer.trainer_utils) squad_evaluate() (in module paddlenlp.metrics.squad) SqueezeBertForQuestionAnswering (class in paddlenlp.transformers.squeezebert.modeling) SqueezeBertForSequenceClassification (class in paddlenlp.transformers.squeezebert.modeling) SqueezeBertForTokenClassification (class in paddlenlp.transformers.squeezebert.modeling) SqueezeBertModel (class in paddlenlp.transformers.squeezebert.modeling) SqueezeBertTokenizer (class in paddlenlp.transformers.squeezebert.tokenizer) Stack (class in paddlenlp.data.collate) start (CharSpan attribute) (DocSpan attribute) (TokenSpan attribute) static_params_to_dygraph() (in module paddlenlp.utils.tools) step() (TransformerBeamSearchDecoder method) stripe() (in module paddlenlp.taskflow.dependency_parsing) summary_num() (NPTagTask property) (WordTagTask property) symbol_ids (Example attribute)

T

T5EncoderModel (class in paddlenlp.transformers.t5.modeling) T5ForConditionalGeneration (class in paddlenlp.transformers.t5.modeling) T5Model (class in paddlenlp.transformers.t5.modeling) T5PretrainedModel (class in paddlenlp.transformers.t5.modeling) T5Tokenizer (class in paddlenlp.transformers.t5.tokenizer) Task (class in paddlenlp.taskflow.task) task_path() (Taskflow method) Taskflow (class in paddlenlp.taskflow.taskflow) tasks() (Taskflow static method) TCN (class in paddlenlp.layers.tcn) TCNEncoder (class in paddlenlp.seq2vec.encoder) TemporalBlock (class in paddlenlp.layers.tcn) TensorType (class in paddlenlp.transformers.tokenizer_utils_base) TermTree (class in paddlenlp.taskflow.utils) TermTreeNode (class in paddlenlp.taskflow.utils) text (Example attribute) (Feature attribute) text_symbol_ids (Feature attribute) text_type_ids (Feature attribute) TextGenerationTask (class in paddlenlp.taskflow.text_generation) TextSimilarityTask (class in paddlenlp.taskflow.text_similarity) TextToImageDiscoDiffusionTask (class in paddlenlp.taskflow.text_to_image) TextToImageGenerationTask (class in paddlenlp.taskflow.text_to_image) TextToImageStableDiffusionTask (class in paddlenlp.taskflow.text_to_image) tie_weights() (ConvBertPretrainedModel method) (ElectraPretrainedModel method) (ReformerPretrainedModel method) tile_beam_merge_with_batch() (TransformerBeamSearchDecoder static method) TimeCostAverage (class in paddlenlp.utils.tools) TinyBertForMultipleChoice (class in paddlenlp.transformers.tinybert.modeling) TinyBertForPretraining (class in paddlenlp.transformers.tinybert.modeling) TinyBertForQuestionAnswering (class in paddlenlp.transformers.tinybert.modeling) TinyBertForSequenceClassification (class in paddlenlp.transformers.tinybert.modeling) TinyBertModel (class in paddlenlp.transformers.tinybert.modeling) TinyBertPretrainedModel (class in paddlenlp.transformers.tinybert.modeling) TinyBertTokenizer (class in paddlenlp.transformers.tinybert.tokenizer) to_dict() (TrainingArguments method) to_distill() (in module paddlenlp.transformers.distill_utils) to_indices() (Vocab method) to_json() (Vocab method) to_json_string() (TrainingArguments method) to_py_obj() (in module paddlenlp.transformers.tokenizer_utils_base) to_sanitized_dict() (TrainingArguments method) to_tensor() (in module paddlenlp.experimental.faster_tokenizer) to_tokens() (Vocab method)

to_tuple() (ModelOutput method) to_vocab_buffer() (in module paddlenlp.experimental.faster_tokenizer) token_ids (Feature attribute) token_is_max_context (Feature attribute) token_to_chars() (BatchEncoding method) token_to_orig_map (Feature attribute) token_to_sequence() (BatchEncoding method) token_to_word() (BatchEncoding method) TokenClassifierOutput (class in paddlenlp.transformers.model_outputs) TokenEmbedding (class in paddlenlp.embeddings.token_embedding) tokenize() (AlbertTokenizer method) (BasicTokenizer method) (CharacterTokenizer method) (CTRLTokenizer method) (FNetTokenizer method) (FunnelTokenizer method) (LukeTokenizer method) (MecabTokenizer method) (PretrainedTokenizer method) (PretrainedTokenizerBase method) (ProphetNetTokenizer method) (WordpieceTokenizer method) (XLMTokenizer method) tokenize_chinese_chars() (in module paddlenlp.transformers.tokenizer_utils) tokenize_special_chars() (in module paddlenlp.transformers.tokenizer_utils) tokens (Feature attribute) tokens() (BatchEncoding method) TokenSpan (class in paddlenlp.transformers.tokenizer_utils_base) train_batch_size() (TrainingArguments property) TrainerCallback (class in paddlenlp.trainer.trainer_callback) TrainerControl (class in paddlenlp.trainer.trainer_callback) TrainerState (class in paddlenlp.trainer.trainer_callback) training_loss (TrainOutput attribute) TrainingArguments (class in paddlenlp.trainer.training_args) TrainOutput (class in paddlenlp.trainer.trainer_utils) TransformerBeamSearchDecoder (class in paddlenlp.transformers.transformer.modeling) TransformerDecodeCell (class in paddlenlp.transformers.transformer.modeling) TransformerGenerator (class in paddlenlp.ops.faster_transformer.transformer.faster_transformer) TransformerModel (class in paddlenlp.transformers.transformer.modeling) TriedTree (class in paddlenlp.taskflow.utils) truncate_sequences() (ChineseBertTokenizer method) (FunnelTokenizer method) (PretrainedTokenizerBase method) TruncationStrategy (class in paddlenlp.transformers.tokenizer_utils_base) Tuple (class in paddlenlp.data.collate) tuple_output() (in module paddlenlp.transformers.model_outputs)

U

UIE (class in paddlenlp.taskflow.models.information_extraction_model) UIEM (class in paddlenlp.taskflow.models.information_extraction_model) UIETask (class in paddlenlp.taskflow.information_extraction) UnifiedTransformerForMaskedLM (in module paddlenlp.transformers.unified_transformer.modeling) UnifiedTransformerLMHeadModel (class in paddlenlp.transformers.unified_transformer.modeling) UnifiedTransformerModel (class in paddlenlp.transformers.unified_transformer.modeling) UnifiedTransformerPretrainedModel (class in paddlenlp.transformers.unified_transformer.modeling) UnifiedTransformerTokenizer (class in paddlenlp.transformers.unified_transformer.tokenizer) UNIMOForConditionalGeneration (in module paddlenlp.transformers.unimo.modeling) UNIMOForMaskedLM (in module paddlenlp.transformers.unimo.modeling) UNIMOLMHeadModel (class in paddlenlp.transformers.unimo.modeling) UNIMOModel (class in paddlenlp.transformers.unimo.modeling) UNIMOPretrainedModel (class in paddlenlp.transformers.unimo.modeling) UNIMOTokenizer (class in paddlenlp.transformers.unimo.tokenizer) uninstall_package() (in module paddlenlp.utils.import_utils)

unique_id (Feature attribute) unk_token() (SpecialTokensMixin property) unk_token_id() (SpecialTokensMixin property) update() (AccuracyAndF1 method) (BLEU method) (ChunkEvaluator method) (CorrectionF1 method) (DetectionF1 method) (Distinct method) (Mcc method) (ModelOutput method) (MultiLabelsMetric method) (PearsonAndSpearman method) (Perplexity method) (RougeL method) (SpanEvaluator method)

V

v (MultiHeadAttention.Cache attribute) (MultiHeadAttention.StaticCache attribute) values() (BatchEncoding method) VisualBackbone (class in paddlenlp.transformers.layoutxlm.visual_backbone) VisualDLCallback (class in paddlenlp.trainer.integrations) ViterbiDecoder (class in paddlenlp.layers.crf) Vocab (class in paddlenlp.data.vocab) vocab_size() (AlbertTokenizer property) (BartTokenizer property) (BertTokenizer property) (BigBirdTokenizer property) (CTRLTokenizer property) (ElectraTokenizer property) (ErnieCtmTokenizer property) (ErnieDocBPETokenizer property) (ErnieMTokenizer property) (ErnieTinyTokenizer property) (ErnieTokenizer property) (FNetTokenizer property) (FunnelTokenizer property) (GAUAlphaTokenizer property) (GPTChineseTokenizer property) (GPTTokenizer property) (LayoutXLMTokenizer property) (MBart50Tokenizer property) (MBartTokenizer property) (NeZhaTokenizer property) (PPMiniLMTokenizer property) (PretrainedTokenizer property) (ProphetNetTokenizer property) (RemBertTokenizer property) (RobertaChineseTokenizer property) (RoFormerTokenizer property) (RoFormerv2Tokenizer property) (SkepTokenizer property) (SqueezeBertTokenizer property) (T5Tokenizer property) (UnifiedTransformerTokenizer property) (UNIMOTokenizer property) (XLMTokenizer property) (XLNetTokenizer property)

VQGanDetokenizer (class in paddlenlp.transformers.dallebart.modeling)

W

word_ids() (BatchEncoding method) word_to_chars() (BatchEncoding method) word_to_tokens() (BatchEncoding method) WordDelete (class in paddlenlp.dataaug.word_delete) WordEmbedding (class in paddlenlp.transformers.transformer.modeling) WordInsert (class in paddlenlp.dataaug.word_insert) WordpieceTokenizer (class in paddlenlp.transformers.bert.tokenizer)

words() (BatchEncoding method) WordSubstitute (class in paddlenlp.dataaug.word_substitute) WordSwap (class in paddlenlp.dataaug.word_swap) WordTagRelationExtractor (class in paddlenlp.taskflow.utils) WordTagTask (class in paddlenlp.taskflow.knowledge_mining) worker() (ProcessReader method) world (GroupInfo attribute) world_size() (TrainingArguments property)

X

XLMForMultipleChoice (class in paddlenlp.transformers.xlm.modeling) XLMForQuestionAnsweringSimple (class in paddlenlp.transformers.xlm.modeling) XLMForSequenceClassification (class in paddlenlp.transformers.xlm.modeling) XLMForTokenClassification (class in paddlenlp.transformers.xlm.modeling) XLMModel (class in paddlenlp.transformers.xlm.modeling) XLMPretrainedModel (class in paddlenlp.transformers.xlm.modeling) XLMTokenizer (class in paddlenlp.transformers.xlm.tokenizer) XLMWithLMHeadModel (class in paddlenlp.transformers.xlm.modeling)

XLNetForCausalLM (in module paddlenlp.transformers.xlnet.modeling) XLNetForMultipleChoice (class in paddlenlp.transformers.xlnet.modeling) XLNetForQuestionAnswering (class in paddlenlp.transformers.xlnet.modeling) XLNetForSequenceClassification (class in paddlenlp.transformers.xlnet.modeling) XLNetForTokenClassification (class in paddlenlp.transformers.xlnet.modeling) XLNetLMHeadModel (class in paddlenlp.transformers.xlnet.modeling) XLNetModel (class in paddlenlp.transformers.xlnet.modeling) XLNetPretrainedModel (class in paddlenlp.transformers.xlnet.modeling) XLNetTokenizer (class in paddlenlp.transformers.xlnet.tokenizer)