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Functions4,119 in github.com/huggingface/transformers

⨍ Functions 4,119◇ Types & classes 939↳ Endpoints 4

↓ 1 callersMethodcreate_and_check_mobilebert_for_multiple_choice

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_label

tests/test_modeling_tf_mobilebert.py:217

↓ 1 callersMethodcreate_and_check_mobilebert_for_multiple_choice

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_labels

tests/test_modeling_mobilebert.py:329

↓ 1 callersMethodcreate_and_check_mobilebert_for_next_sequence_prediction

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_label

tests/test_modeling_tf_mobilebert.py:179

↓ 1 callersMethodcreate_and_check_mobilebert_for_next_sequence_prediction

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_labels

tests/test_modeling_mobilebert.py:235

↓ 1 callersMethodcreate_and_check_mobilebert_for_pretraining

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_label

tests/test_modeling_tf_mobilebert.py:190

↓ 1 callersMethodcreate_and_check_mobilebert_for_pretraining

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_labels

tests/test_modeling_mobilebert.py:251

↓ 1 callersMethodcreate_and_check_mobilebert_for_question_answering

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_label

tests/test_modeling_tf_mobilebert.py:250

↓ 1 callersMethodcreate_and_check_mobilebert_for_question_answering

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_labels

tests/test_modeling_mobilebert.py:275

↓ 1 callersMethodcreate_and_check_mobilebert_for_sequence_classification

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_label

tests/test_modeling_tf_mobilebert.py:205

↓ 1 callersMethodcreate_and_check_mobilebert_for_sequence_classification

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_labels

tests/test_modeling_mobilebert.py:297

↓ 1 callersMethodcreate_and_check_mobilebert_for_token_classification

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_label

tests/test_modeling_tf_mobilebert.py:236

↓ 1 callersMethodcreate_and_check_mobilebert_for_token_classification

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_labels

tests/test_modeling_mobilebert.py:314

↓ 1 callersMethodcreate_and_check_mobilebert_model

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_label

tests/test_modeling_tf_mobilebert.py:145

↓ 1 callersMethodcreate_and_check_mobilebert_model

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_labels

tests/test_modeling_mobilebert.py:159

↓ 1 callersMethodcreate_and_check_openai_gpt_double_head

( self, config, input_ids, input_mask, head_mask, token_type_ids, mc_token_ids, *args )

tests/test_modeling_tf_openai_gpt.py:144

↓ 1 callersMethodcreate_and_check_openai_gpt_lm_head

(self, config, input_ids, input_mask, head_mask, token_type_ids, *args)

tests/test_modeling_tf_openai_gpt.py:133

↓ 1 callersMethodcreate_and_check_openai_gpt_model

(self, config, input_ids, head_mask, token_type_ids, *args)

tests/test_modeling_openai.py:108

↓ 1 callersMethodcreate_and_check_openai_gpt_model

(self, config, input_ids, input_mask, head_mask, token_type_ids, *args)

tests/test_modeling_tf_openai_gpt.py:116

↓ 1 callersMethodcreate_and_check_reformer_feed_backward_chunking

(self, config, input_ids, input_mask)

tests/test_modeling_reformer.py:302

↓ 1 callersMethodcreate_and_check_reformer_feed_forward_chunking

(self, config, input_ids, input_mask)

tests/test_modeling_reformer.py:284

↓ 1 callersMethodcreate_and_check_reformer_layer_dropout_seed

(self, config, input_ids, input_mask, is_decoder)

tests/test_modeling_reformer.py:251

↓ 1 callersMethodcreate_and_check_reformer_model

( self, config, input_ids, input_mask, )

tests/test_modeling_reformer.py:168

↓ 1 callersMethodcreate_and_check_reformer_model_fp16_forward

(self, config, input_ids, input_mask)

tests/test_modeling_reformer.py:375

↓ 1 callersMethodcreate_and_check_reformer_model_fp16_generate

(self, config, input_ids, input_mask)

tests/test_modeling_reformer.py:383

↓ 1 callersMethodcreate_and_check_reformer_model_with_attn_mask

(self, config, input_ids, input_mask, is_decoder)

tests/test_modeling_reformer.py:210

↓ 1 callersMethodcreate_and_check_reformer_model_with_lm_backward

( self, config, input_ids, input_mask, )

tests/test_modeling_reformer.py:185

↓ 1 callersMethodcreate_and_check_reformer_no_chunking

(self, config, input_ids, input_mask)

tests/test_modeling_reformer.py:391

↓ 1 callersMethodcreate_and_check_reformer_random_seed

(self, config, input_ids, input_mask)

tests/test_modeling_reformer.py:344

↓ 1 callersMethodcreate_and_check_reformer_with_lm

( self, config, input_ids, input_mask, )

tests/test_modeling_reformer.py:194

↓ 1 callersMethodcreate_and_check_roberta_for_masked_lm

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_labels

tests/test_modeling_roberta.py:125

↓ 1 callersMethodcreate_and_check_roberta_for_masked_lm

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_labels

tests/test_modeling_tf_roberta.py:121

↓ 1 callersMethodcreate_and_check_roberta_for_multiple_choice

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_labels

tests/test_modeling_roberta.py:158

↓ 1 callersMethodcreate_and_check_roberta_for_multiple_choice

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_labels

tests/test_modeling_tf_roberta.py:158

↓ 1 callersMethodcreate_and_check_roberta_for_question_answering

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_labels

tests/test_modeling_roberta.py:181

↓ 1 callersMethodcreate_and_check_roberta_for_question_answering

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_labels

tests/test_modeling_tf_roberta.py:145

↓ 1 callersMethodcreate_and_check_roberta_for_token_classification

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_labels

tests/test_modeling_roberta.py:143

↓ 1 callersMethodcreate_and_check_roberta_for_token_classification

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_labels

tests/test_modeling_tf_roberta.py:133

↓ 1 callersMethodcreate_and_check_roberta_model

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_labels

tests/test_modeling_roberta.py:106

↓ 1 callersMethodcreate_and_check_roberta_model

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_labels

tests/test_modeling_tf_roberta.py:102

↓ 1 callersMethodcreate_and_check_save_and_load

( self, config, input_ids, attention_mask, encoder_hidden_states,

tests/test_modeling_encoder_decoder.py:170

↓ 1 callersMethodcreate_and_check_save_and_load_encoder_decoder_model

( self, config, input_ids, attention_mask, encoder_hidden_states,

tests/test_modeling_encoder_decoder.py:211

↓ 1 callersMethodcreate_and_check_t5_decoder_model_attention_mask_past

( self, config, input_ids, decoder_input_ids, attention_mask, decoder_attention_mask, lm_labels, )

tests/test_modeling_t5.py:222

↓ 1 callersMethodcreate_and_check_t5_decoder_model_attention_mask_past

( self, config, input_ids, decoder_input_ids, attention_mask )

tests/test_modeling_tf_t5.py:165

↓ 1 callersMethodcreate_and_check_t5_decoder_model_past

( self, config, input_ids, decoder_input_ids, attention_mask, decoder_attention_mask, lm_labels, )

tests/test_modeling_t5.py:188

↓ 1 callersMethodcreate_and_check_t5_decoder_model_past

(self, config, input_ids, decoder_input_ids, attention_mask)

tests/test_modeling_tf_t5.py:131

↓ 1 callersMethodcreate_and_check_t5_model

( self, config, input_ids, decoder_input_ids, attention_mask, decoder_attention_mask, lm_labels, )

tests/test_modeling_t5.py:132

↓ 1 callersMethodcreate_and_check_t5_model

(self, config, input_ids, input_mask, token_labels)

tests/test_modeling_tf_t5.py:83

↓ 1 callersMethodcreate_and_check_t5_model_fp16_forward

( self, config, input_ids, decoder_input_ids, attention_mask, decoder_attention_mask, lm_labels, )

tests/test_modeling_t5.py:278

↓ 1 callersMethodcreate_and_check_t5_with_lm_head

( self, config, input_ids, decoder_input_ids, attention_mask, decoder_attention_mask, lm_labels, )

tests/test_modeling_t5.py:165

↓ 1 callersMethodcreate_and_check_t5_with_lm_head

(self, config, input_ids, input_mask, token_labels)

tests/test_modeling_tf_t5.py:114

↓ 1 callersMethodcreate_and_check_transfo_xl_lm_head

(self, config, input_ids_1, input_ids_2, lm_labels)

tests/test_modeling_tf_transfo_xl.py:121

↓ 1 callersMethodcreate_and_check_transfo_xl_model

(self, config, input_ids_1, input_ids_2, lm_labels)

tests/test_modeling_tf_transfo_xl.py:90

↓ 1 callersMethodcreate_and_check_xlm_for_token_classification

( self, config, input_ids, token_type_ids, input_lengths, sequ

tests/test_modeling_tf_xlm.py:223

↓ 1 callersMethodcreate_and_check_xlm_for_token_classification

( self, config, input_ids, token_type_ids, input_lengths, sequ

tests/test_modeling_xlm.py:300

↓ 1 callersMethodcreate_and_check_xlm_lm_head

( self, config, input_ids, token_type_ids, input_lengths, sequ

tests/test_modeling_tf_xlm.py:151

↓ 1 callersMethodcreate_and_check_xlm_lm_head

( self, config, input_ids, token_type_ids, input_lengths, sequ

tests/test_modeling_xlm.py:154

↓ 1 callersMethodcreate_and_check_xlm_model

( self, config, input_ids, token_type_ids, input_lengths, sequ

tests/test_modeling_tf_xlm.py:126

↓ 1 callersMethodcreate_and_check_xlm_model

( self, config, input_ids, token_type_ids, input_lengths, sequ

tests/test_modeling_xlm.py:129

↓ 1 callersMethodcreate_and_check_xlm_qa

( self, config, input_ids, token_type_ids, input_lengths, sequ

tests/test_modeling_tf_xlm.py:175

↓ 1 callersMethodcreate_and_check_xlm_qa

( self, config, input_ids, token_type_ids, input_lengths, sequ

tests/test_modeling_xlm.py:208

↓ 1 callersMethodcreate_and_check_xlm_sequence_classif

( self, config, input_ids, token_type_ids, input_lengths, sequ

tests/test_modeling_tf_xlm.py:200

↓ 1 callersMethodcreate_and_check_xlm_sequence_classif

( self, config, input_ids, token_type_ids, input_lengths, sequ

tests/test_modeling_xlm.py:274

↓ 1 callersMethodcreate_and_check_xlm_simple_qa

( self, config, input_ids, token_type_ids, input_lengths, sequ

tests/test_modeling_xlm.py:179

↓ 1 callersMethodcreate_and_check_xlnet_base_model

( self, config, input_ids_1, input_ids_2, input_ids_q, perm_ma

tests/test_modeling_tf_xlnet.py:133

↓ 1 callersMethodcreate_and_check_xlnet_base_model

( self, config, input_ids_1, input_ids_2, input_ids_q, perm_ma

tests/test_modeling_xlnet.py:160

↓ 1 callersMethodcreate_and_check_xlnet_base_model_with_att_output

( self, config, input_ids_1, input_ids_2, input_ids_q, perm_ma

tests/test_modeling_xlnet.py:204

↓ 1 callersMethodcreate_and_check_xlnet_for_multiple_choice

( self, config, input_ids_1, input_ids_2, input_ids_q, perm_ma

tests/test_modeling_tf_xlnet.py:321

↓ 1 callersMethodcreate_and_check_xlnet_for_token_classification

( self, config, input_ids_1, input_ids_2, input_ids_q, perm_ma

tests/test_modeling_tf_xlnet.py:287

↓ 1 callersMethodcreate_and_check_xlnet_lm_head

( self, config, input_ids_1, input_ids_2, input_ids_q, perm_ma

tests/test_modeling_tf_xlnet.py:175

↓ 1 callersMethodcreate_and_check_xlnet_lm_head

( self, config, input_ids_1, input_ids_2, input_ids_q, perm_ma

tests/test_modeling_xlnet.py:230

↓ 1 callersMethodcreate_and_check_xlnet_qa

( self, config, input_ids_1, input_ids_2, input_ids_q, perm_ma

tests/test_modeling_tf_xlnet.py:226

↓ 1 callersMethodcreate_and_check_xlnet_qa

( self, config, input_ids_1, input_ids_2, input_ids_q, perm_ma

tests/test_modeling_xlnet.py:282

↓ 1 callersMethodcreate_and_check_xlnet_sequence_classif

( self, config, input_ids_1, input_ids_2, input_ids_q, perm_ma

tests/test_modeling_tf_xlnet.py:258

↓ 1 callersMethodcreate_and_check_xlnet_sequence_classif

( self, config, input_ids_1, input_ids_2, input_ids_q, perm_ma

tests/test_modeling_xlnet.py:394

↓ 1 callersMethodcreate_and_check_xlnet_token_classif

( self, config, input_ids_1, input_ids_2, input_ids_q, perm_ma

tests/test_modeling_xlnet.py:357

↓ 1 callersMethodcreate_and_check_xxx_for_masked_lm

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_label

templates/adding_a_new_model/tests/test_modeling_tf_xxx.py:156

↓ 1 callersMethodcreate_and_check_xxx_for_masked_lm

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_label

templates/adding_a_new_model/tests/test_modeling_xxx.py:153

↓ 1 callersMethodcreate_and_check_xxx_for_question_answering

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_label

templates/adding_a_new_model/tests/test_modeling_tf_xxx.py:195

↓ 1 callersMethodcreate_and_check_xxx_for_question_answering

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_label

templates/adding_a_new_model/tests/test_modeling_xxx.py:171

↓ 1 callersMethodcreate_and_check_xxx_for_sequence_classification

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_label

templates/adding_a_new_model/tests/test_modeling_tf_xxx.py:169

↓ 1 callersMethodcreate_and_check_xxx_for_sequence_classification

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_label

templates/adding_a_new_model/tests/test_modeling_xxx.py:193

↓ 1 callersMethodcreate_and_check_xxx_for_token_classification

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_label

templates/adding_a_new_model/tests/test_modeling_tf_xxx.py:181

↓ 1 callersMethodcreate_and_check_xxx_for_token_classification

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_label

templates/adding_a_new_model/tests/test_modeling_xxx.py:210

↓ 1 callersMethodcreate_and_check_xxx_model

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_label

templates/adding_a_new_model/tests/test_modeling_tf_xxx.py:135

↓ 1 callersMethodcreate_and_check_xxx_model

( self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_label

templates/adding_a_new_model/tests/test_modeling_xxx.py:134

↓ 1 callersMethodcreate_and_test_config_common_properties

(self)

tests/test_configuration_common.py:28

↓ 1 callersMethodcreate_and_test_config_from_and_save_pretrained

(self)

tests/test_configuration_common.py:51

↓ 1 callersMethodcreate_and_test_config_to_json_file

(self)

tests/test_configuration_common.py:41

↓ 1 callersMethodcreate_and_test_config_to_json_string

(self)

tests/test_configuration_common.py:35

↓ 1 callersMethodcreate_and_test_config_with_num_labels

(self)

tests/test_configuration_common.py:60

↓ 1 callersMethodcreate_from_csv

( cls, file_name, split_name="", column_label=0, column_text=1, column_id=None, skip_first_row=False,

src/transformers/data/processors/utils.py:142

↓ 1 callersFunctioncreate_lengths_groups

(lengths, k=0)

examples/distillation/grouped_batch_sampler.py:34

↓ 1 callersMethodcreate_mask

Creates causal attention mask. Float mask where 1.0 indicates masked, 0.0 indicates not-masked. Args: qlen: Sequence len

src/transformers/modeling_xlnet.py:661

↓ 1 callersMethodcreate_mask

Creates causal attention mask. Float mask where 1.0 indicates masked, 0.0 indicates not-masked. Args: qlen: TODO Lysandr

src/transformers/modeling_tf_xlnet.py:414

↓ 1 callersMethodcreate_position_ids_from_input_ids

Replace non-padding symbols with their position numbers. Position numbers begin at padding_idx+1. Padding symbols are ignored. This is modifi

src/transformers/modeling_tf_roberta.py:66

↓ 1 callersMethodcreate_position_ids_from_inputs_embeds

We are provided embeddings directly. We cannot infer which are padded so just generate sequential position ids. :param tf.Tensor inpu

src/transformers/modeling_tf_roberta.py:77

↓ 1 callersMethodcreate_sample

QuestionAnsweringPipeline leverages the SquadExample/SquadFeatures internally. This helper method encapsulate all the logic for conve

src/transformers/pipelines.py:1143

↓ 1 callersFunctioncreate_sinusoidal_embeddings

(n_pos, dim, out)

src/transformers/modeling_distilbert.py:56

↓ 1 callersFunctioncreate_sinusoidal_embeddings

(n_pos, dim, out)

src/transformers/modeling_xlm.py:60

↓ 1 callersMethodcreate_t5_and_check_t5_generate_with_past_key_value_states

( self, config, input_ids, decoder_input_ids, attention_mask, decoder_attention_mask, lm_labels, )

tests/test_modeling_t5.py:264

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