Index

_

__call__() (Dict method) (Pad method) (PretrainedTokenizer 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) AccuracyAndF1 (class in paddlenlp.metrics.glue) AdamWDL (class in paddlenlp.ops.optimizer) (class in paddlenlp.ops.optimizer.adamwdl) 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_term() (TermTree method) add_word() (TriedTree method) AlbertForMaskedLM (class in paddlenlp.transformers.albert.modeling)

AlbertForMultipleChoice (class in paddlenlp.transformers.albert.modeling) AlbertForPretraining (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() (PretrainedTokenizer property) all_special_tokens() (PretrainedTokenizer property) all_special_tokens_extended() (PretrainedTokenizer property) as_target_tokenizer() (MBartTokenizer method) Attention (class in paddlenlp.transformers.attention_utils) 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) 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) (ConvBertPretrainedModel attribute) (DistilBertPretrainedModel attribute) (ElectraPretrainedModel attribute) (ErnieCtmPretrainedModel attribute) (ErnieDocPretrainedModel attribute) (ErnieGramPretrainedModel attribute) (ErniePretrainedModel attribute) (GPTPretrainedModel attribute) (LayoutLMPretrainedModel attribute) (LayoutLMv2PretrainedModel attribute) (LayoutXLMPretrainedModel attribute) (MBartPretrainedModel attribute) (MobileBertPretrainedModel attribute) (MPNetPretrainedModel attribute) (NeZhaPretrainedModel attribute) (ReformerPretrainedModel attribute) (RobertaPretrainedModel attribute) (RoFormerPretrainedModel attribute) (SkepPretrainedModel attribute) (T5PretrainedModel attribute) (TinyBertPretrainedModel attribute) (UnifiedTransformerPretrainedModel attribute) (UNIMOPretrainedModel attribute) (XLNetPretrainedModel attribute) 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() (T5Tokenizer method) batch_encode() (ChineseBertTokenizer method) (MobileBertTokenizer method) (PretrainedTokenizer method) 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) 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) BottleneckBlock (class in paddlenlp.transformers.layoutxlm.visual_backbone) BoWEncoder (class in paddlenlp.seq2vec.encoder) BoWModel (class in paddlenlp.taskflow.models.sentiment_analysis_model) bpe() (BlenderbotSmallTokenizer method) BPETokenizer (class in paddlenlp.transformers.tokenizer_utils) build_from_dir() (TermTree method) build_inputs_with_special_tokens() (AlbertTokenizer method) (BartTokenizer method) (BertTokenizer method) (BigBirdTokenizer method) (BlenderbotTokenizer method) (ElectraTokenizer method) (ErnieCtmTokenizer method) (ErnieTinyTokenizer method) (ErnieTokenizer method) (LayoutXLMTokenizer method) (MBartTokenizer method) (MPNetTokenizer method) (NeZhaTokenizer method) (PretrainedTokenizer method) (ReformerTokenizer method) (RobertaTokenizer method) (RoFormerTokenizer method) (SkepTokenizer method) (SqueezeBertTokenizer method) (T5Tokenizer method) (UnifiedTransformerTokenizer method) (UNIMOTokenizer method) (XLNetTokenizer method) build_offset_mapping_with_special_tokens() (AlbertTokenizer method) (BertTokenizer method) (ElectraTokenizer method) (ErnieTinyTokenizer method) (ErnieTokenizer method) (NeZhaTokenizer method) (PretrainedTokenizer method) (RobertaTokenizer method) (RoFormerTokenizer 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) CharacterTokenizer (class in paddlenlp.transformers.bert_japanese.tokenizer) 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_up_tokenization() (T5Tokenizer static method) CMakeExtension (class in paddlenlp.ops.ext_utils) CNNBlockBase (class in paddlenlp.transformers.layoutxlm.visual_backbone) CNNEncoder (class in paddlenlp.seq2vec.encoder) ColumnParallelLiner (class in paddlenlp.ops.distributed) (class in paddlenlp.ops.distributed.parallel) compare_version() (in module paddlenlp.utils.tools) compute() (AccuracyAndF1 method) (ChunkEvaluator method) (Mcc method) (MultiLabelsMetric method) (Perplexity method) compute_prediction() (in module paddlenlp.metrics.squad) 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_ids_to_string() (BlenderbotSmallTokenizer method) (GPTChineseTokenizer method) (GPTTokenizer method) (MBartTokenizer method) (UnifiedTransformerTokenizer method) convert_ids_to_tokens() (CTRLTokenizer method) (GPTChineseTokenizer method) (RobertaTokenizer method) convert_to_fp16() (in module paddlenlp.ops.faster_transformer.transformer.encoder) convert_tokens_to_ids() (CTRLTokenizer method) (RobertaTokenizer method) convert_tokens_to_string() (AlbertTokenizer method) (BertTokenizer method) (BigBirdTokenizer method) (BlenderbotSmallTokenizer method) (CTRLTokenizer method) (ElectraTokenizer method) (ErnieCtmTokenizer method) (ErnieTinyTokenizer method) (ErnieTokenizer method) (LayoutXLMTokenizer method) (MBartTokenizer method) (NeZhaTokenizer method) (PretrainedTokenizer method) (RobertaTokenizer method) (RoFormerTokenizer method) (SqueezeBertTokenizer method) (T5Tokenizer method) (UnifiedTransformerTokenizer method) (UNIMOTokenizer 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) (ElectraTokenizer method) (ErnieCtmTokenizer method) (ErnieTinyTokenizer method) (ErnieTokenizer method) (LayoutXLMTokenizer method) (MPNetTokenizer method) (NeZhaTokenizer method) (PretrainedTokenizer method) (ReformerTokenizer method) (RobertaTokenizer method) (RoFormerTokenizer method) (SkepTokenizer method) (SqueezeBertTokenizer method) (T5Tokenizer method) (UnifiedTransformerTokenizer method) (UNIMOTokenizer 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) Customization (class in paddlenlp.taskflow.utils) cut() (JiebaTokenizer method)

D

DatasetBuilder (class in paddlenlp.datasets.dataset) DDParserTask (class in paddlenlp.taskflow.dependency_parsing) decode() (in module paddlenlp.taskflow.dependency_parsing) (T5Tokenizer method) DefaultAttention (class in paddlenlp.transformers.attention_utils) 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) 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) 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

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) encode() (BigBirdTokenizer method) (ChineseBertTokenizer method) (JiebaTokenizer method) (PretrainedTokenizer method) encoder_forward() (in module paddlenlp.ops.faster_transformer.transformer.encoder) encoder_layer_forward() (in module paddlenlp.ops.faster_transformer.transformer.encoder) 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) 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) ErnieModel (class in paddlenlp.transformers.ernie.modeling) 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) export_params() (FasterTransformer method)

F

FasterBART (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) FasterMBART (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) fill_diagonal() (in module paddlenlp.taskflow.dependency_parsing) filter() (IterDataset method) (MapDataset method) find_term() (TermTree method) fn_args_to_dict() (in module paddlenlp.transformers.utils) forward() (AlbertForMaskedLM method) (AlbertForMultipleChoice method) (AlbertForPretraining 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) (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) (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) (ErnieCtmForTokenClassification method) (ErnieCtmModel method) (ErnieCtmNptagModel method) (ErnieCtmWordtagModel method) (ErnieDocForQuestionAnswering method) (ErnieDocForSequenceClassification method) (ErnieDocForTokenClassification method) (ErnieDocModel 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) (ErnieModel method) (ErniePretrainingCriterion method) (FasterBART method) (FasterDecoder method) (FasterErnieForSequenceClassification method) (FasterErnieForTokenClassification method) (FasterErnieModel method) (FasterGPT method) (FasterMBART method) (FasterTokenizer method) (FasterTransformer method) (FasterUnifiedTransformer method) (FasterUNIMOText method) (FPN method) (GPTForGreedyGeneration method) (GPTForPretraining method) (GPTForSequenceClassification method) (GPTForTokenClassification method) (GPTLMHeadModel method) (GPTModel method) (GPTPretrainingCriterion method) (GRUEncoder method) (InferBartDecoding method) (InferGptDecoding method) (InferMBartDecoding 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) (LayoutXLMForRelationExtraction method) (LayoutXLMForTokenClassification method) (LayoutXLMModel method) (Linear3D method) (LinearChainCrf method) (LinearChainCrfLoss method) (LSTMByWPEncoder method) (LSTMEncoder method) (LSTMModel method) (MBartClassificationHead method) (MBartDecoder method) (MBartEncoder method) (MBartForConditionalGeneration method) (MBartForQuestionAnswering method) (MBartForSequenceClassification method) (MBartModel 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) (ParallelEmbedding method), [1] (PositionalEmbedding method) (RDropLoss method) (ReformerForMaskedLM method) (ReformerForQuestionAnswering method) (ReformerForSequenceClassification method) (ReformerModel method) (ReformerModelWithLMHead method) (ResNet method) (RNNEncoder method) (RobertaForCausalLM method) (RobertaForMaskedLM method) (RobertaForMultipleChoice method) (RobertaForQuestionAnswering method) (RobertaForSequenceClassification method) (RobertaForTokenClassification method) (RobertaModel method) (RoFormerForPretraining method) (RoFormerForQuestionAnswering method) (RoFormerForSequenceClassification method) (RoFormerForTokenClassification method) (RoFormerModel method) (RoFormerPretrainingCriterion method) (RoFormerPretrainingHeads method) (RowParallelLiner method), [1] (SinusoidalPositionalEmbedding method) (SkepCrfForTokenClassification method) (SkepForSequenceClassification method) (SkepForTokenClassification method) (SkepModel method) (SkepSequenceModel method) (SqueezeBertForQuestionAnswering method) (SqueezeBertForSequenceClassification method) (SqueezeBertForTokenClassification method) (SqueezeBertModel method) (T5ForConditionalGeneration method) (T5Model method) (TCN method) (TCNEncoder method) (TemporalBlock method) (TinyBertForPretraining method) (TinyBertForSequenceClassification method) (TinyBertModel method) (TransformerDecodeCell method) (TransformerGenerator method) (TransformerModel method) (UnifiedTransformerLMHeadModel method) (UnifiedTransformerModel method) (UNIMOLMHeadModel method) (UNIMOModel method) (VisualBackbone method) (ViterbiDecoder method) (WordEmbedding method) (XLNetForMultipleChoice method) (XLNetForQuestionAnswering method) (XLNetForSequenceClassification method) (XLNetForTokenClassification method) (XLNetLMHeadModel method) (XLNetModel method)

FPN (class in paddlenlp.transformers.layoutxlm.visual_backbone) from_dict() (TermTreeNode class method) (Vocab class method) from_dir() (TermTree class method) from_json() (TermTreeNode class method) (Vocab 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) (AutoModelForMaskedLM class method) (AutoModelForMultipleChoice class method) (AutoModelForPretraining class method) (AutoModelForQuestionAnswering class method) (AutoModelForSequenceClassification class method) (AutoModelForTokenClassification class method) (AutoTokenizer class method) (FasterPretrainedModel class method) (PretrainedModel class method) (PretrainedTokenizer class method) FrozenBatchNorm (class in paddlenlp.transformers.layoutxlm.visual_backbone)

G

gen_encode() (UNIMOTokenizer method) generate() (FasterBART method) (FasterGPT method) (FasterMBART method) (FasterUnifiedTransformer method) (FasterUNIMOText method) (GenerationMixin method) GenerationMixin (class in paddlenlp.transformers.generation_utils) get_average() (TimeCostAverage method) get_discriminator_inputs() (ConvBertForTotalPretraining method) get_encoder() (BlenderbotForConditionalGeneration method) (BlenderbotModel method) (BlenderbotSmallForConditionalGeneration method) (BlenderbotSmallModel method) get_env_device() (in module paddlenlp.utils.tools) get_head_mask() (MobileBertModel method) 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_labels() (DatasetBuilder method) get_lr() (CosineAnnealingWithWarmupDecay method) get_norm() (in module paddlenlp.transformers.layoutxlm.visual_backbone) get_offset_mapping() (PretrainedTokenizer method) get_output_dim() (BoWEncoder method) (CNNEncoder method) (GRUEncoder method) (LSTMEncoder method) (RNNEncoder method) (TCNEncoder method)

get_pinyin_ids() (ChineseBertTokenizer method) get_special_tokens_mask() (AlbertTokenizer method) (BartTokenizer method) (BertTokenizer method) (ElectraTokenizer method) (ErnieCtmTokenizer method) (ErnieTinyTokenizer method) (LayoutXLMTokenizer method) (MBartTokenizer method) (MPNetTokenizer method) (NeZhaTokenizer method) (PretrainedTokenizer method) (RobertaTokenizer method) (RoFormerTokenizer method) (SqueezeBertTokenizer method) (T5Tokenizer method) (UnifiedTransformerTokenizer method) (XLNetTokenizer method) get_vocab() (DatasetBuilder method) get_weights_path_from_url() (in module paddlenlp.utils.downloader) gold_score() (LinearChainCrf method) 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

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) InferMBartDecoding (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) (ConvBertPretrainedModel method) (DistilBertPretrainedModel method) (ElectraPretrainedModel method) (ErnieGramPretrainedModel method) (ErniePretrainedModel method) (GPTPretrainedModel method) (LayoutLMPretrainedModel method) (LayoutLMv2ForRelationExtraction method) (LayoutLMv2PretrainedModel method) (LayoutXLMForRelationExtraction method) (LayoutXLMPretrainedModel method) (MBartPretrainedModel method) (MPNetPretrainedModel method) (NeZhaPretrainedModel method) (ReformerPretrainedModel method) (RobertaPretrainedModel method) (RoFormerPretrainedModel method) (SkepPretrainedModel method) (T5PretrainedModel method) (TinyBertPretrainedModel method)

InitTrackerMeta (class in paddlenlp.transformers.utils) inorder_traversal() (DepTree method) is_chinese_char() (in module paddlenlp.transformers.tokenizer_utils) istree() (in module paddlenlp.taskflow.dependency_parsing) IterDataset (class in paddlenlp.datasets.dataset)

J

JiebaBasicTokenizer (class in paddlenlp.transformers.roformer.tokenizer)

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

K

k() (MultiHeadAttention.Cache property) (MultiHeadAttention.StaticCache property)

L

LacTask (class in paddlenlp.taskflow.lexical_analysis) LastLevelMaxPool (class in paddlenlp.transformers.layoutxlm.visual_backbone) 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) LayoutXLMForRelationExtraction (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() (SamplerHelper property) levenstein_distance() (in module paddlenlp.taskflow.utils) Linear3D (class in paddlenlp.transformers.attention_utils) 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_vocab() (in module paddlenlp.taskflow.lexical_analysis) load_vocabulary() (PretrainedTokenizer static method) (UnifiedTransformerTokenizer static method) (UNIMOTokenizer static method) (Vocab static method) Logger (class in paddlenlp.utils.log) LSTMByWPEncoder (class in paddlenlp.taskflow.models.dependency_parsing_model) LSTMEncoder (class in paddlenlp.seq2vec.encoder) LSTMModel (class in paddlenlp.taskflow.models.sentiment_analysis_model)

M

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) 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) merge_subword() (UNIMOTokenizer method) 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) module paddlenlp paddlenlp.data paddlenlp.data.collate paddlenlp.data.sampler paddlenlp.data.tokenizer paddlenlp.data.vocab 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.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.seq2vec paddlenlp.seq2vec.encoder paddlenlp.taskflow paddlenlp.taskflow.dependency_parsing paddlenlp.taskflow.knowledge_mining paddlenlp.taskflow.lexical_analysis paddlenlp.taskflow.models paddlenlp.taskflow.models.dependency_parsing_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.utils paddlenlp.taskflow.word_segmentation paddlenlp.transformers paddlenlp.transformers.albert paddlenlp.transformers.albert.modeling paddlenlp.transformers.albert.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.convbert paddlenlp.transformers.convbert.modeling paddlenlp.transformers.convbert.tokenizer paddlenlp.transformers.ctrl paddlenlp.transformers.ctrl.modeling paddlenlp.transformers.ctrl.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.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.mbart paddlenlp.transformers.mbart.modeling paddlenlp.transformers.mbart.tokenizer paddlenlp.transformers.mobilebert paddlenlp.transformers.mobilebert.modeling paddlenlp.transformers.mobilebert.tokenizer 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.optimization paddlenlp.transformers.reformer paddlenlp.transformers.reformer.modeling paddlenlp.transformers.reformer.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.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.transformer paddlenlp.transformers.transformer.modeling paddlenlp.transformers.unified_transformer 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.xlnet paddlenlp.transformers.xlnet.modeling paddlenlp.transformers.xlnet.tokenizer paddlenlp.utils paddlenlp.utils.batch_sampler paddlenlp.utils.downloader paddlenlp.utils.env 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)

N

name() (AccuracyAndF1 method) (BLEU method) (ChunkEvaluator method) (DetectionF1 method) (Distinct method) (Mcc method) (MultiLabelsMetric method) (PearsonAndSpearman method) (Perplexity method) (RougeL method) NERTask (class in paddlenlp.taskflow.named_entity_recognition) 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) 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) (LayoutXLMTokenizer method) (NeZhaTokenizer method) (PretrainedTokenizer method) (RobertaTokenizer method) (RoFormerTokenizer method) (SkepTokenizer method) (SqueezeBertTokenizer method) (UnifiedTransformerTokenizer method) (UNIMOTokenizer method) (XLNetTokenizer method)

P

Pad (class in paddlenlp.data.collate) pad_sequence() (in module paddlenlp.taskflow.dependency_parsing) paddlenlp module paddlenlp.data module paddlenlp.data.collate module paddlenlp.data.sampler module paddlenlp.data.tokenizer module paddlenlp.data.vocab 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.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.seq2vec module paddlenlp.seq2vec.encoder module paddlenlp.taskflow module paddlenlp.taskflow.dependency_parsing 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.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.utils module paddlenlp.taskflow.word_segmentation module paddlenlp.transformers module paddlenlp.transformers.albert module paddlenlp.transformers.albert.modeling module paddlenlp.transformers.albert.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.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.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.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.mbart module paddlenlp.transformers.mbart.modeling module paddlenlp.transformers.mbart.tokenizer module paddlenlp.transformers.mobilebert module paddlenlp.transformers.mobilebert.modeling module paddlenlp.transformers.mobilebert.tokenizer 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.optimization module paddlenlp.transformers.reformer module paddlenlp.transformers.reformer.modeling module paddlenlp.transformers.reformer.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.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.transformer module paddlenlp.transformers.transformer.modeling module paddlenlp.transformers.unified_transformer 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.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.log module paddlenlp.utils.profiler module paddlenlp.utils.tools module ParallelEmbedding (class in paddlenlp.ops.distributed) (class in paddlenlp.ops.distributed.parallel) parse_customization() (Customization method) 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) position_encoding_init() (in module paddlenlp.transformers.transformer.modeling) PositionalEmbedding (class in paddlenlp.transformers.transformer.modeling) POSTaggingTask (class in paddlenlp.taskflow.pos_tagging) prepare_inputs_for_generation() (BlenderbotForCausalLM method) (BlenderbotForConditionalGeneration method) (BlenderbotSmallForCausalLM method) PretrainedModel (class in paddlenlp.transformers.model_utils) PretrainedTokenizer (class in paddlenlp.transformers.tokenizer_utils) processing() (Logger method) ProfilerOptions (class in paddlenlp.utils.profiler)

Q

QuestionAnsweringTask (class in paddlenlp.taskflow.question_answering)

R

rank() (GroupInfo property) 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) reset() (AccuracyAndF1 method) (BLEU method) (ChunkEvaluator method) (DetectionF1 method) (Distinct method) (Mcc method) (MultiLabelsMetric method) (PearsonAndSpearman method) (Perplexity method) (RougeL method) (TimeCostAverage method) ResNet (class in paddlenlp.transformers.layoutxlm.visual_backbone)

ResNetBlockBase (in module paddlenlp.transformers.layoutxlm.visual_backbone) RNGStatesTracker (class in paddlenlp.ops.distributed.utils.random) RNNEncoder (class in paddlenlp.seq2vec.encoder) 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) RoFormerForPretraining (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) RoFormerPretrainingCriterion (class in paddlenlp.transformers.roformer.modeling) RoFormerPretrainingHeads (class in paddlenlp.transformers.roformer.modeling) RoFormerTokenizer (class in paddlenlp.transformers.roformer.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

SamplerHelper (class in paddlenlp.data.sampler) save() (TermTree method) save_model_config() (PretrainedModel method) save_pretrained() (ErnieGenPretrainedModel method) (FasterPretrainedModel method) (PretrainedModel method) (PretrainedTokenizer method) save_resources() (AlbertTokenizer method) (CTRLTokenizer method) (ErnieTinyTokenizer method) (FasterPretrainedModel method) (GPTChineseTokenizer method) (GPTTokenizer method) (PretrainedTokenizer method) (RobertaTokenizer method) (SkepTokenizer method) (UnifiedTransformerTokenizer method) (XLNetTokenizer method) save_vocabulary() (PretrainedTokenizer static method) score() (Distinct method) search() (TokenEmbedding method) (TriedTree method) search_similar_word() (BurkhardKellerTree method) SentaTask (class in paddlenlp.taskflow.sentiment_analysis) sequence_mask() (in module paddlenlp.layers.sequence) set_epoch() (DistributedBatchSampler method) set_trainable() (TokenEmbedding method)

ShapeSpec (class in paddlenlp.transformers.layoutxlm.visual_backbone) shard() (IterDataset method) (SamplerHelper method) shuffle() (SamplerHelper method) SinusoidalPositionalEmbedding (class in paddlenlp.transformers.ctrl.modeling) size() (GroupInfo property) 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) sort() (SamplerHelper method) sp_model (XLNetTokenizer attribute) 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) 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)

T

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) TermTree (class in paddlenlp.taskflow.utils) TermTreeNode (class in paddlenlp.taskflow.utils) TextGenerationTask (class in paddlenlp.taskflow.text_generation) TextSimilarityTask (class in paddlenlp.taskflow.text_similarity) tie_weights() (ConvBertPretrainedModel method) (ElectraPretrainedModel method) (ReformerPretrainedModel method) tile_beam_merge_with_batch() (TransformerBeamSearchDecoder static method) TimeCostAverage (class in paddlenlp.utils.tools) TinyBertForPretraining (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_distill() (in module paddlenlp.transformers.distill_utils) to_indices() (Vocab method) to_json() (Vocab method) to_tensor() (in module paddlenlp.experimental.faster_tokenizer) to_tokens() (Vocab method) to_vocab_buffer() (in module paddlenlp.experimental.faster_tokenizer) TokenEmbedding (class in paddlenlp.embeddings.token_embedding) tokenize() (AlbertTokenizer method) (BasicTokenizer method) (CharacterTokenizer method) (CTRLTokenizer method) (MBartTokenizer method) (MecabTokenizer method) (RobertaTokenizer method) (WordpieceTokenizer method) tokenize_chinese_chars() (in module paddlenlp.transformers.tokenizer_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) (PretrainedTokenizer method) Tuple (class in paddlenlp.data.collate)

U

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) 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)

update() (AccuracyAndF1 method) (BLEU method) (ChunkEvaluator method) (CorrectionF1 method) (DetectionF1 method) (Distinct method) (Mcc method) (MultiLabelsMetric method) (PearsonAndSpearman method) (Perplexity method) (RougeL method)

V

v() (MultiHeadAttention.Cache property) (MultiHeadAttention.StaticCache property) VisualBackbone (class in paddlenlp.transformers.layoutxlm.visual_backbone) ViterbiDecoder (class in paddlenlp.layers.crf) Vocab (class in paddlenlp.data.vocab) vocab_size() (AlbertTokenizer property) (BertTokenizer property) (BigBirdTokenizer property) (ElectraTokenizer property) (ErnieCtmTokenizer property) (ErnieDocBPETokenizer property) (ErnieTinyTokenizer property) (ErnieTokenizer property) (GPTChineseTokenizer property) (GPTTokenizer property) (MBartTokenizer property) (NeZhaTokenizer property) (RobertaTokenizer property) (RoFormerTokenizer property) (SkepTokenizer property) (SqueezeBertTokenizer property) (UnifiedTransformerTokenizer property) (UNIMOTokenizer property)

W

WordEmbedding (class in paddlenlp.transformers.transformer.modeling) WordpieceTokenizer (class in paddlenlp.transformers.bert.tokenizer)

WordSegmentationTask (class in paddlenlp.taskflow.word_segmentation) WordTagTask (class in paddlenlp.taskflow.knowledge_mining) world() (GroupInfo property)

X

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)