Functions — github.com/adapter-hub/adapters

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Functions1,559 in github.com/adapter-hub/adapters

⨍ Functions 1,559◇ Types & classes 451↳ Endpoints 1

Method__len__

(self)

src/adapters/configuration/adapter_config.py:43

Method__len__

(self)

src/adapters/configuration/adapter_config.py:830

Method__len__

(self)

src/adapters/heads/base.py:57

Method__post_init__

Validate projection attributes after initialization.

src/adapters/interface.py:128

Method__post_init__

(self)

examples/pytorch/multiple-choice/run_swag.py:161

Method__post_init__

(self)

examples/pytorch/translation/run_translation.py:243

Method__post_init__

(self)

examples/pytorch/token-classification/run_ner.py:206

Method__post_init__

(self)

examples/pytorch/text-classification/run_glue.py:146

Method__post_init__

(self)

examples/pytorch/question-answering/run_qa.py:210

Method__post_init__

(self)

examples/pytorch/question-answering/run_seq2seq_qa.py:248

Method__post_init__

(self)

examples/pytorch/summarization/run_summarization.py:276

Method__post_init__

(self)

examples/pytorch/language-modeling/run_mlm.py:152

Method__post_init__

(self)

examples/pytorch/language-modeling/run_mlm.py:234

Method__post_init__

(self)

examples/pytorch/language-modeling/run_clm.py:155

Method__post_init__

(self)

examples/pytorch/language-modeling/run_clm.py:225

Method__repr__

(self)

src/adapters/composition.py:26

Method__repr__

(self)

src/adapters/utils.py:109

Method__setattr__

(self, name, value)

src/adapters/configuration/adapter_config.py:28

Method__setitem__

(self, k, v)

src/adapters/heads/base.py:47

Function_attn_mask_hook_fn

(module, args)

src/adapters/methods/prompt_tuning.py:201

Method_average_invertible_adapter

( self, adapter_name: str, input_adapters: Dict[str, float], combine_strategy:

src/adapters/model_mixin.py:209

Method_check_lora_location

(self, config: LoRAConfig)

src/adapters/methods/lora.py:855

Method_create_model_output

(loss, logits, base_outputs)

src/adapters/heads/language_modeling.py:171

Method_create_model_output

(loss, logits, base_outputs)

src/adapters/heads/language_modeling.py:213

Method_default_init_adapter_methods

Init default adapter methods in base model. This is done in sub-models, so don't do anything here.

src/adapters/model_mixin.py:2091

Method_default_init_adapter_methods

(self, model_config, adapters_config)

src/adapters/models/clip/mixin_clip.py:122

Method_generate_examples

(self, files, split)

tests/fixtures/samples/cifar10/cifar10.py:48

Method_get_head_input

(outputs, cls_out, batch)

src/adapters/heads/model_mixin.py:606

Method_get_lora_shapes

(self, config: LoRAConfig)

src/adapters/methods/lora.py:858

Method_get_lora_shapes

(self, config: LoRAConfig)

src/adapters/methods/lora.py:1146

Method_get_save_kwargs

(self)

src/adapters/composition.py:121

Method_get_save_kwargs

(self)

src/adapters/composition.py:134

Method_get_save_kwargs

(self)

src/adapters/composition.py:161

Method_info

(self)

tests/fixtures/samples/cifar10/cifar10.py:23

Method_init_adapters_submodules

Initializes adapters in all submodules. Since all submodules have been wrapped by the init_submodels method this method doesn't need

src/adapters/model_mixin.py:2084

Method_init_adapters_submodules

(self, model_config, adapters_config)

src/adapters/models/clip/mixin_clip.py:113

Method_init_model_for_train_run

(self, trained_adapter_name, frozen_adapter_name, adapter_config=None)

tests/test_methods/test_on_custom_interface.py:58

Method_load_attr_from_module

(self, model_type, attr)

src/adapters/models/auto/auto_factory.py:7

Method_load_best_model

(self)

src/adapters/trainer.py:222

Method_load_from_checkpoint

(self, resume_from_checkpoint)

src/adapters/trainer.py:167

Method_load_pretrained_model

( cls, model, *args, key_mapping=None, **kwargs, )

src/adapters/heads/model_mixin.py:766

Function_mp_fn

(index)

examples/pytorch/adapterfusion/run_fusion_glue.py:274

Function_mp_fn

(index)

examples/pytorch/multiple-choice/run_swag.py:500

Function_mp_fn

(index)

examples/pytorch/translation/run_translation.py:700

Function_mp_fn

(index)

examples/pytorch/token-classification/run_ner.py:651

Function_mp_fn

(index)

examples/pytorch/text-classification/run_glue.py:640

Function_mp_fn

(index)

examples/pytorch/question-answering/run_qa.py:715

Function_mp_fn

(index)

examples/pytorch/question-answering/run_seq2seq_qa.py:746

Function_mp_fn

(index)

examples/pytorch/summarization/run_summarization.py:773

Function_mp_fn

(index)

examples/pytorch/language-modeling/run_mlm.py:692

Function_mp_fn

(index)

examples/pytorch/language-modeling/run_clm.py:658

Function_prepare_dataset

(batch)

tests/fixtures/audio_datasets/prepare_audio_datasets.py:37

Method_prepare_encoder_decoder_kwargs_for_generation

( self, inputs_tensor: torch.Tensor, model_kwargs, model_input_name: Optional[

src/adapters/model_mixin.py:1859

Method_prepare_model_inputs

(self, *args, **kwargs)

src/adapters/model_mixin.py:1908

Method_reorder_cache

(past, beam_idx)

src/adapters/models/plbart/adapter_model.py:150

Method_reorder_cache

(past, beam_idx)

src/adapters/models/bart/adapter_model.py:146

Method_reorder_cache

(past_key_values, beam_idx)

src/adapters/models/whisper/adapter_model.py:214

Method_reorder_cache

(past, beam_idx)

src/adapters/models/mbart/adapter_model.py:167

Method_reorder_cache

(self, past, beam_idx)

src/adapters/models/mt5/adapter_model.py:189

Method_reorder_cache

(self, past, beam_idx)

src/adapters/models/t5/adapter_model.py:189

Method_reorder_cache

This function is used to re-order the `past_key_values` cache if [`~PretrainedModel.beam_search`] or [`~PretrainedModel.beam_sample`]

examples/pytorch/text-generation/run_generation.py:274

Function_residual_hook_fn

(location_key, module, args)

src/adapters/methods/bottleneck.py:414

Method_resize_token_embeddings

(self, new_num_tokens, pad_to_multiple_of=None, mean_resizing=True)

src/adapters/heads/model_mixin.py:186

Function_resumable_file_manager

()

src/adapters/utils.py:365

Method_save

(self, save_directory, model_config)

src/adapters/interface.py:146

Method_shape

(self, tensor: torch.Tensor, seq_len: int, bsz: int)

src/adapters/models/mbart/modeling_mbart.py:43

Method_split_generators

(self, dl_manager)

tests/fixtures/samples/cifar10/cifar10.py:33

Methodactive_adapters

(self)

src/adapters/model_mixin.py:639

Methodactive_embeddings

(self)

src/adapters/model_mixin.py:385

Methodactive_embeddings

(self)

src/adapters/model_mixin.py:412

Methodactive_head

The active prediction head configuration of this model. Can be either the name of a single available head (string) or a list of multi

src/adapters/heads/model_mixin.py:246

Functionactual_decorator

(target_func)

src/adapters/utils.py:943

Methodadapter

(self)

src/adapters/configuration/adapter_config.py:880

Methodadapter_modules

(self)

src/adapters/methods/adapter_layer_base.py:33

Methodadapter_setup_fn

(model)

tests/test_methods/method_test_impl/base.py:450

Methodadapter_to

Moves the adapter with the given name to the specified device and data type. Args: name (str): The name of the adapter t

src/adapters/heads/model_mixin.py:747

Methodadd_adapter

Adds a new adapter module of the specified type to the model. Args: adapter_name (str): The name of the adapter module t

src/adapters/model_mixin.py:2120

Methodadd_adapter

(self, adapter_name: str, layer_idx: int)

src/adapters/methods/prompt_tuning.py:160

Methodadd_adapter

(self, adapter_name: str, layer_idx: int)

src/adapters/methods/bottleneck.py:69

Methodadd_adapter

(self, adapter_name: str, layer_idx: int, **kwargs)

src/adapters/methods/lora.py:1153

Methodadd_embeddings

( self, name, tokenizer, reference_embedding=None, reference_tokenizer

src/adapters/model_mixin.py:393

Methodadd_fusion_layer

(self, adapter_names: Union[List, str])

src/adapters/methods/adapter_layer_base.py:168

Methodadd_head

(self, model, name, **kwargs)

tests/test_methods/base.py:125

Methodadd_head

(self, model, name, **kwargs)

tests/test_methods/base.py:168

Methodadd_head

(self, model, name, head_type="seq2seq_lm", **kwargs)

tests/test_methods/base.py:206

Methodadd_head

(self, model, name, **kwargs)

tests/test_methods/test_on_bert_generation.py:23

Methodadd_invertible_adapter

Adds an invertible adapter module for the adapter with the given name. If the given adapter does not specify an invertible adapter co

src/adapters/model_mixin.py:197

Methodadd_task_ids

(example_batch)

tests/test_methods/method_test_impl/composition/test_multi_task.py:30

Methodall_generative_model_classes

(self)

tests/test_models/base.py:7

Methodattach_labels

Attaches labels to the input samples.

tests/test_methods/base.py:37

Methodattach_labels

(self, inputs)

tests/test_methods/base.py:241

Methodaverage_adapter

Adds a new adapter module as weighted average of a set of existing adapter modules. Args: adapter_name (str): The name o

src/adapters/model_mixin.py:1693

Methodaverage_adapter

Averages a set of adapter modules into a new adapter module. Args: adapter_name (str): The name of the new (averaged) adapter mod

src/adapters/methods/adapter_layer_base.py:103

Methodaverage_adapter

( self, adapter_name: str, input_adapters: Dict[str, float], combine_strategy:

src/adapters/methods/prefix_tuning.py:388

Methodbuild_generate_input

The generate() functions for inference require different inputs depeding on the model type. E.g. the text models require input_ids, where as the audio

tests/test_methods/base.py:80

Methodcheck_output

(self, want, got, optionflags)

conftest.py:83

Methodcheck_training_gradient_checkpointing

(self, gradient_checkpointing_kwargs=None)

tests/test_models/base.py:13

Methodcom

Performs the composition operation between existing and injected weights.

src/adapters/methods/lora.py:137

Methodcom

Performs the composition operation between existing and injected weights.

src/adapters/methods/lora.py:375

Methodcom_inv

Inverts the composition operation between existing and injected weights.

src/adapters/methods/lora.py:143

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