Functions — github.com/Aveiro-Lin/GraphiContact

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Functions11,352 in github.com/Aveiro-Lin/GraphiContact

⨍ Functions 11,352◇ Types & classes 3,603↳ Endpoints 52

↓ 7 callersMethod__init__

Args: num_embeddings (`int`): The number of unique embeddings (vocabulary size). embedding_dim (`int`

src/bitsandbytes/bitsandbytes/nn/modules.py:137

↓ 7 callersMethod_check_generated_ids

(self, output_ids)

src/transformers/tests/test_modeling_tf_common.py:1817

↓ 7 callersMethod_convert_id_to_token

(self, index: int)

src/transformers/src/transformers/tokenization_utils.py:985

↓ 7 callersMethod_get_encoder_outputs

( model, input_ids, attention_mask, output_attentions=None, output_hidden_states=None, num_interleave=

src/transformers/tests/generation/test_utils.py:241

↓ 7 callersMethod_prepare_encoder_decoder_kwargs_for_generation

( self, inputs_tensor: torch.Tensor, model_kwargs, model_input_name: Optional[str] = None )

src/transformers/src/transformers/generation/utils.py:710

↓ 7 callersMethodadd_adapter

r""" If you are not familiar with adapters and PEFT methods, we invite you to read more about them on the PEFT official documentation:

src/transformers/src/transformers/integrations/peft.py:229

↓ 7 callersMethodapply_chat_template

Converts a Conversation object or a list of dictionaries with `"role"` and `"content"` keys to a list of token ids. This method is in

src/transformers/src/transformers/tokenization_utils_base.py:1677

↓ 7 callersFunctionatleast_1d

(tensor_or_array: Union[torch.Tensor, np.ndarray])

src/transformers/src/transformers/trainer_pt_utils.py:65

↓ 7 callersMethodcenter_crop

Crops `image` to the given size using a center crop. Note that if the image is too small to be cropped to the size given, it will be

src/transformers/src/transformers/image_utils.py:552

↓ 7 callersMethodcheck_output

(self, want, got, optionflags)

src/transformers/conftest.py:78

↓ 7 callersFunctioncheck_peft_version

r""" Checks if the version of PEFT is compatible. Args: version (`str`): The version of PEFT to check against.

src/transformers/src/transformers/utils/peft_utils.py:106

↓ 7 callersFunctionchunk_bytes_iter

Reads raw bytes from an iterator and does chunks of length `chunk_len`. Optionally adds `stride` to each chunks to get overlaps. `stream` is

src/transformers/src/transformers/pipelines/audio_utils.py:180

↓ 7 callersFunctionclean_frameworks_in_init

Removes all the import lines that don't belong to a given list of frameworks or concern tokenizers/feature extractors/image processors/proces

src/transformers/src/transformers/commands/add_new_model_like.py:852

↓ 7 callersMethodcreate_token_type_ids_from_sequences

Create the token type IDs corresponding to the sequences passed. [What are token type IDs?](../glossary#token-type-ids) Shou

src/transformers/src/transformers/tokenization_utils_base.py:3301

↓ 7 callersMethoddevice

The device used by this process.

src/transformers/src/transformers/training_args.py:1926

↓ 7 callersFunctionextract_commit_hash

Extracts the commit hash from a resolved filename toward a cache file.

src/transformers/src/transformers/utils/hub.py:246

↓ 7 callersFunctionfind_backend

Find one (or multiple) backend in a code line of the init. Args: line (`str`): A code line in an init file. Returns: Op

src/transformers/utils/check_dummies.py:75

↓ 7 callersMethodfrom_json_file

Constructs a `ModelCard` from a json file of parameters.

src/transformers/src/transformers/modelcard.py:227

↓ 7 callersMethodgenerate_dummy_inputs

Generate inputs to provide to the ONNX exporter for the specific framework Args: preprocessor: ([`PreTrainedTokenizerBas

src/transformers/src/transformers/onnx/config.py:280

↓ 7 callersMethodget0

src/bitsandbytes/include/SIMD.h:148

↓ 7 callersMethodget1

src/bitsandbytes/include/SIMD.h:175

↓ 7 callersMethodget_config

(self)

src/transformers/src/transformers/optimization_tf.py:78

↓ 7 callersMethodget_dev_examples

See base class.

src/transformers/examples/research_projects/adversarial/utils_hans.py:255

↓ 7 callersFunctionget_diff

Get the diff between a base commit and one or several commits. Args: repo (`git.Repo`): A git repository (for instance t

src/transformers/utils/tests_fetcher.py:375

↓ 7 callersMethodget_eval_dataloader

Returns the evaluation [`~torch.utils.data.DataLoader`]. Subclass and override this method if you want to inject some custom behavio

src/transformers/src/transformers/trainer.py:827

↓ 7 callersMethodget_h36m_joints

This method is used to get the joint locations from the SMPL mesh Input: vertices: size = (B, 6890, 3) Output:

src/modeling/_smpl.py:130

↓ 7 callersMethodget_inputs

Returns the right inputs for the model, based on its signature.

src/transformers/src/transformers/commands/pt_to_tf.py:199

↓ 7 callersFunctionget_keys_to_not_convert

r""" An utility function to get the key of the module to keep in full precision if any For example for CausalLM modules we may want to keep th

src/transformers/src/transformers/integrations/bitsandbytes.py:243

↓ 7 callersMethodget_train_examples

See base class.

src/transformers/examples/research_projects/adversarial/utils_hans.py:251

↓ 7 callersFunctioninfer_tests_to_run

The main function called by the test fetcher. Determines the tests to run from the diff. Args: output_file (`str`): The

src/transformers/utils/tests_fetcher.py:1024

↓ 7 callersFunctionint8_matmul_mixed_dequantize

(a, b, state_x, state_w, bias)

src/bitsandbytes/bitsandbytes/triton/int8_matmul_mixed_dequantize.py:7

↓ 7 callersFunctionis_empty_line

Determines whether a line is empty or not.

src/transformers/src/transformers/commands/add_new_model_like.py:121

↓ 7 callersFunctionis_jax_tensor

Tests if `x` is a Jax tensor or not. Safe to call even if jax is not installed.

src/transformers/src/transformers/utils/generic.py:225

↓ 7 callersFunctionis_numpy_array

Tests if `x` is a numpy array or not.

src/transformers/src/transformers/utils/generic.py:138

↓ 7 callersFunctionis_py3nvml_available

()

src/transformers/src/transformers/utils/import_utils.py:534

↓ 7 callersFunctionis_sagemaker_dp_enabled

()

src/transformers/src/transformers/utils/import_utils.py:757

↓ 7 callersFunctionis_triton_available

()

src/bitsandbytes/bitsandbytes/triton/triton_utils.py:4

↓ 7 callersFunctionlmap

list(map(f, x))

src/transformers/examples/legacy/seq2seq/utils.py:70

↓ 7 callersMethodload_adapter

Load adapter weights from file or remote Hub folder. If you are not familiar with adapters and PEFT methods, we invite you to read mo

src/transformers/src/transformers/integrations/peft.py:69

↓ 7 callersFunctionload_flax_weights_in_pytorch_model

Load flax checkpoints in a PyTorch model

src/transformers/src/transformers/modeling_flax_pytorch_utils.py:347

↓ 7 callersFunctionmake_list_of_images

Ensure that the input is a list of images. If the input is a single image, it is converted to a list of length 1. If the input is a batch of

src/transformers/src/transformers/image_utils.py:112

↓ 7 callersMethodprepare_constrained_beam_scorer

(self, **kwargs)

src/transformers/tests/generation/test_beam_search.py:289

↓ 7 callersMethodprepare_seq2seq_batch

Prepare model inputs for translation. For best performance, translate one sentence at a time. Arguments: src_texts (`Lis

src/transformers/src/transformers/tokenization_utils_base.py:3897

↓ 7 callersFunctionprint_header

(txt: str, width: int = HEADER_WIDTH, filler: str = "+")

src/bitsandbytes/bitsandbytes/diagnostics/utils.py:6

↓ 7 callersMethodred

(cls, s)

src/transformers/src/transformers/commands/user.py:71

↓ 7 callersMethodregister_for_auto_class

Register this class with a given auto class. This should only be used for custom models as the ones in the library are already mapped

src/transformers/src/transformers/modeling_utils.py:4069

↓ 7 callersMethodrun_common_tests

(self)

src/transformers/tests/test_configuration_common.py:150

↓ 7 callersFunctionsave_json

(content, path, indent=4, **json_dump_kwargs)

src/transformers/examples/legacy/seq2seq/utils.py:468

↓ 7 callersFunctionshift_tokens_right

Shift input ids one token to the right.

src/transformers/examples/flax/image-captioning/run_image_captioning_flax.py:74

↓ 7 callersFunctionspeed_metrics

Measure and return speed performance metrics. This function requires a time snapshot `start_time` before the operation to be measured starts

src/transformers/src/transformers/trainer_utils.py:365

↓ 7 callersFunctionsummarizer

(text)

src/transformers/src/transformers/tools/evaluate_agent.py:70

↓ 7 callersMethodtoken_to_chars

Get the character span corresponding to an encoded token in a sequence of the batch. Character spans are returned as a [`~tokenizati

src/transformers/src/transformers/tokenization_utils_base.py:516

↓ 7 callersMethodtoken_to_sequence

Get the index of the sequence represented by the given token. In the general use case, this method returns `0` for a single sequence

src/transformers/src/transformers/tokenization_utils_base.py:386

↓ 7 callersMethodupdate

The main method to update the progress bar to `value`. Args: value (`int`): The value to use. Must be be

src/transformers/src/transformers/utils/notebook.py:118

↓ 7 callersMethodupdate

Reads in a token and returns booleans that indicate the progress made by it. This function will update the state of this object unlik

src/transformers/src/transformers/generation/beam_constraints.py:70

↓ 7 callersMethodword_ids

Return a list mapping the tokens to their actual word in the initial sentence for a fast tokenizer. Args: batch_index (`

src/transformers/src/transformers/tokenization_utils_base.py:367

↓ 6 callersFunctionBody

(*x, **y)

src/transformers/src/transformers/commands/serving.py:34

↓ 6 callersMethod__init__

Base Adam optimizer. Arguments: params (`torch.tensor`): The input parameters to optimize. l

src/bitsandbytes/bitsandbytes/optim/adam.py:17

↓ 6 callersMethod__init__

(self)

src/transformers/examples/research_projects/bertabs/modeling_bertabs.py:129

↓ 6 callersMethod__init__

(self, config)

src/transformers/examples/research_projects/onnx/summarization/bart_onnx/generation_onnx.py:97

↓ 6 callersMethod_ensure_tensor_on_device

(self, inputs, device)

src/transformers/src/transformers/pipelines/base.py:942

↓ 6 callersMethod_expand_inputs_for_generation

Expands tensors from [batch_size, ...] to [batch_size * expand_size, ...]

src/transformers/src/transformers/generation/utils.py:807

↓ 6 callersMethod_gather_beams

Gathers the beam slices indexed by beam_indices into new beam array.

src/transformers/src/transformers/generation/tf_utils.py:2080

↓ 6 callersFunction_generate_random_int

(low: int = 10, high: int = 20, forbidden_values: Optional[List[int]] = None)

src/transformers/src/transformers/utils/fx.py:709

↓ 6 callersMethod_get_beam_scorer_and_kwargs

(batch_size, max_length, num_return_sequences=1)

src/transformers/tests/generation/test_utils.py:183

↓ 6 callersMethod_prepare_decoder_input_ids_for_generation

Prepares `decoder_input_ids` for generation with encoder-decoder models

src/transformers/src/transformers/generation/utils.py:745

↓ 6 callersMethod_prepare_for_class

(self, inputs_dict, model_class, return_labels=False)

src/transformers/tests/utils/test_modeling_tf_core.py:75

↓ 6 callersMethod_read_txt

(self, input_dir)

src/transformers/examples/legacy/multiple_choice/utils_multiple_choice.py:286

↓ 6 callersMethodanalyse_variable

(self, var, ctx)

src/transformers/src/transformers/debug_utils.py:194

↓ 6 callersFunctionassert_all_approx_close

(a, b, rtol=1e-3, atol=1e-3, count=0, throw=True)

src/bitsandbytes/tests/test_functional.py:26

↓ 6 callersMethodbackward

(ctx, gradOutput)

src/transformers/examples/research_projects/movement-pruning/emmental/modules/binarizer.py:107

↓ 6 callersFunctionbytes_iter

(chunk_size, chunks)

src/transformers/tests/pipelines/test_pipelines_automatic_speech_recognition.py:1410

↓ 6 callersMethodcheck_to_causal

(self, mask_converter, q_len, kv_len, bsz=3)

src/transformers/tests/test_modeling_utils.py:1338

↓ 6 callersFunctionclean_code

Remove docstrings, empty line or comments from some code (used to detect if a diff is real or only concern comments or docstings). Args:

src/transformers/utils/tests_fetcher.py:119

↓ 6 callersFunctioncompute_effective_axis_dimension

Args: dimension: fixed_dimension: num_token_to_add: Returns:

src/transformers/src/transformers/onnx/utils.py:38

↓ 6 callersMethodcompute_loss

(self, model, inputs, return_outputs=False)

src/transformers/examples/research_projects/zero-shot-distillation/distill_classifier.py:118

↓ 6 callersMethodcontact_parameters

(self)

src/modeling/bert/e2e_body_network.py:296

↓ 6 callersFunctioncopy_layers

(src_layers: nn.ModuleList, dest_layers: nn.ModuleList, layers_to_copy: List[int])

src/transformers/examples/research_projects/seq2seq-distillation/make_student.py:15

↓ 6 callersMethodcreate_proxy

(self, kind, target, args, kwargs, name=None, type_expr=None, proxy_factory_fn=None)

src/transformers/src/transformers/utils/fx.py:877

↓ 6 callersFunctioncreate_student_by_copying_alternating_layers

Make a student by copying alternating layers from a teacher, save it to save_path. Args: teacher: str or PreTrainedModel if str, this will

src/transformers/examples/research_projects/seq2seq-distillation/make_student.py:79

↓ 6 callersFunctiondet_error_metric

(pred, gt)

src/utils/metrics.py:92

↓ 6 callersFunctiondicts_to_sum

(objects: Union[Dict[str, Dict], List[dict]])

src/transformers/utils/notification_service.py:89

↓ 6 callersMethoddistributed_retriever_check

(self, retriever: RagRetriever, hidden_states: np.array, n_docs: int)

src/transformers/examples/research_projects/rag/test_distributed_retriever.py:258

↓ 6 callersFunctionduplicate_module

Create a new module from an existing one and adapting all function and classes names from old patterns to new ones. Args: module_fil

src/transformers/src/transformers/commands/add_new_model_like.py:497

↓ 6 callersMethodearly_stop

(self, validation_loss)

src/utils/comm.py:182

↓ 6 callersMethodend

Function that is called by `.generate()` to signal the end of generation

src/transformers/src/transformers/generation/streamers.py:33

↓ 6 callersFunctionevaluate_code

(code, inputs=None, state=None, verbose=False, return_interpretor_error=False)

src/transformers/src/transformers/tools/evaluate_agent.py:416

↓ 6 callersFunctionf1_score

(prediction, ground_truth)

src/transformers/examples/research_projects/rag/utils_rag.py:200

↓ 6 callersFunctionfill_result_with_error

Fill `result` with errors for all target model arch if we can't build processor

src/transformers/utils/create_dummy_models.py:778

↓ 6 callersMethodfrom_keras

( cls, model, model_name, keras_history=None, language=None, l

src/transformers/src/transformers/modelcard.py:630

↓ 6 callersMethodget_bart_tokenizer

(self)

src/transformers/examples/research_projects/rag/test_distributed_retriever.py:121

↓ 6 callersFunctionget_channel_dimension_axis

Returns the channel dimension axis of the image. Args: image (`np.ndarray`): The image to get the channel dimension axis

src/transformers/src/transformers/image_utils.py:192

↓ 6 callersMethodget_context

(self, device)

src/bitsandbytes/bitsandbytes/functional.py:151

↓ 6 callersFunctionget_default_description

Builds a default description for a parameter that was not documented. Args: arg (`inspect.Parameter`): The argument in the signature

src/transformers/utils/check_docstrings.py:951

↓ 6 callersFunctionget_default_frameworks

Returns the list of frameworks (PyTorch, TensorFlow, Flax) that are installed in the environment.

src/transformers/src/transformers/commands/add_new_model_like.py:709

↓ 6 callersMethodget_dpr_tokenizer

(self)

src/transformers/examples/research_projects/rag/test_distributed_retriever.py:118

↓ 6 callersMethodget_eval_dataloader

(self, eval_dataset)

src/transformers/tests/trainer/test_trainer.py:240

↓ 6 callersMethodget_expected_events

(self, trainer)

src/transformers/tests/trainer/test_trainer_callback.py:124

↓ 6 callersFunctionget_file_from_repo

Tries to locate a file in a local folder and repo, downloads and cache it if necessary. Args: path_or_repo (`str` or `os.PathLike`):

src/transformers/src/transformers/utils/hub.py:464

↓ 6 callersMethodget_instance

(cls)

src/bitsandbytes/bitsandbytes/optim/optimizer.py:38

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