text stringlengths 29 320k | id stringlengths 22 166 | metadata dict | __index_level_0__ int64 0 195 |
|---|---|---|---|
from typing import List, Union
import numpy as np
from ..utils import (
ExplicitEnum,
add_end_docstrings,
is_tf_available,
is_torch_available,
is_vision_available,
logging,
requires_backends,
)
from .base import Pipeline, build_pipeline_init_args
if is_vision_available():
from PIL im... | transformers/src/transformers/pipelines/image_classification.py/0 | {
"file_path": "transformers/src/transformers/pipelines/image_classification.py",
"repo_id": "transformers",
"token_count": 3392
} | 117 |
from typing import Union
from ..utils import add_end_docstrings, is_torch_available, is_vision_available, logging
from .base import Pipeline, build_pipeline_init_args
if is_vision_available():
from PIL import Image
from ..image_utils import load_image
if is_torch_available():
from ..models.auto.modelin... | transformers/src/transformers/pipelines/visual_question_answering.py/0 | {
"file_path": "transformers/src/transformers/pipelines/visual_question_answering.py",
"repo_id": "transformers",
"token_count": 2734
} | 118 |
import json
import uuid
from typing import Optional
import requests
from huggingface_hub import Discussion, HfApi, get_repo_discussions
from .utils import cached_file, logging
logger = logging.get_logger(__name__)
def previous_pr(api: HfApi, model_id: str, pr_title: str, token: str) -> Optional["Discussion"]:
... | transformers/src/transformers/safetensors_conversion.py/0 | {
"file_path": "transformers/src/transformers/safetensors_conversion.py",
"repo_id": "transformers",
"token_count": 1821
} | 119 |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/L... | transformers/src/transformers/tools/image_captioning.py/0 | {
"file_path": "transformers/src/transformers/tools/image_captioning.py",
"repo_id": "transformers",
"token_count": 564
} | 120 |
# Copyright 2020 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/src/transformers/training_args.py/0 | {
"file_path": "transformers/src/transformers/training_args.py",
"repo_id": "transformers",
"token_count": 59841
} | 121 |
# This file is autogenerated by the command `make fix-copies`, do not edit.
from ..utils import DummyObject, requires_backends
class ASTFeatureExtractor(metaclass=DummyObject):
_backends = ["speech"]
def __init__(self, *args, **kwargs):
requires_backends(self, ["speech"])
class Speech2TextFeatureEx... | transformers/src/transformers/utils/dummy_speech_objects.py/0 | {
"file_path": "transformers/src/transformers/utils/dummy_speech_objects.py",
"repo_id": "transformers",
"token_count": 166
} | 122 |
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/templates/adding_a_new_model/cookiecutter-template-{{cookiecutter.modelname}}/test_modeling_flax_{{cookiecutter.lowercase_modelname}}.py/0 | {
"file_path": "transformers/templates/adding_a_new_model/cookiecutter-template-{{cookiecutter.modelname}}/test_modeling_flax_{{cookiecutter.lowercase_modelname}}.py",
"repo_id": "transformers",
"token_count": 12273
} | 123 |
{
"modelname": "TemplateTF",
"uppercase_modelname": "TEMPLATE_TF",
"lowercase_modelname": "template_tf",
"camelcase_modelname": "TemplateTf",
"authors": "The HuggingFace Team",
"checkpoint_identifier": "brand-new-bert-base-cased",
"tokenizer_type": "Based on BERT",
"generate_tensorflow_pytorch_and_flax"... | transformers/templates/adding_a_new_model/tests/tf-encoder-bert-tokenizer.json/0 | {
"file_path": "transformers/templates/adding_a_new_model/tests/tf-encoder-bert-tokenizer.json",
"repo_id": "transformers",
"token_count": 148
} | 124 |
{
"feature_extractor_type": "Wav2Vec2FeatureExtractor",
"processor_class": "Wav2Vec2Processor"
}
| transformers/tests/fixtures/dummy_feature_extractor_config.json/0 | {
"file_path": "transformers/tests/fixtures/dummy_feature_extractor_config.json",
"repo_id": "transformers",
"token_count": 42
} | 125 |
# coding=utf-8
# Copyright 2020 The HuggingFace Team Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a clone of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/tests/generation/test_stopping_criteria.py/0 | {
"file_path": "transformers/tests/generation/test_stopping_criteria.py",
"repo_id": "transformers",
"token_count": 1434
} | 126 |
# coding=utf-8
# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/tests/models/bark/test_modeling_bark.py/0 | {
"file_path": "transformers/tests/models/bark/test_modeling_bark.py",
"repo_id": "transformers",
"token_count": 23249
} | 127 |
# coding=utf-8
# Copyright 2020 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requir... | transformers/tests/models/bert/test_modeling_bert.py/0 | {
"file_path": "transformers/tests/models/bert/test_modeling_bert.py",
"repo_id": "transformers",
"token_count": 12412
} | 128 |
#!/usr/bin/env python3
# coding=utf-8
# Copyright 2020 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENS... | transformers/tests/models/blenderbot_small/test_tokenization_blenderbot_small.py/0 | {
"file_path": "transformers/tests/models/blenderbot_small/test_tokenization_blenderbot_small.py",
"repo_id": "transformers",
"token_count": 1491
} | 129 |
# coding=utf-8
# Copyright 2023 The Intel Labs Team Authors, The Microsoft Research Team Authors and HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License a... | transformers/tests/models/bridgetower/test_image_processing_bridgetower.py/0 | {
"file_path": "transformers/tests/models/bridgetower/test_image_processing_bridgetower.py",
"repo_id": "transformers",
"token_count": 2508
} | 130 |
# Copyright 2021 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/tests/models/chinese_clip/test_processor_chinese_clip.py/0 | {
"file_path": "transformers/tests/models/chinese_clip/test_processor_chinese_clip.py",
"repo_id": "transformers",
"token_count": 3436
} | 131 |
# coding=utf-8
# Copyright 2023 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | transformers/tests/models/clvp/test_feature_extraction_clvp.py/0 | {
"file_path": "transformers/tests/models/clvp/test_feature_extraction_clvp.py",
"repo_id": "transformers",
"token_count": 4543
} | 132 |
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/tests/models/cvt/test_modeling_cvt.py/0 | {
"file_path": "transformers/tests/models/cvt/test_modeling_cvt.py",
"repo_id": "transformers",
"token_count": 4333
} | 133 |
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/tests/models/decision_transformer/test_modeling_decision_transformer.py/0 | {
"file_path": "transformers/tests/models/decision_transformer/test_modeling_decision_transformer.py",
"repo_id": "transformers",
"token_count": 4241
} | 134 |
# coding=utf-8
# Copyright 2020 Huggingface
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed ... | transformers/tests/models/dpr/test_modeling_dpr.py/0 | {
"file_path": "transformers/tests/models/dpr/test_modeling_dpr.py",
"repo_id": "transformers",
"token_count": 5466
} | 135 |
# coding=utf-8
# Copyright 2020 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requir... | transformers/tests/models/electra/test_modeling_electra.py/0 | {
"file_path": "transformers/tests/models/electra/test_modeling_electra.py",
"repo_id": "transformers",
"token_count": 8357
} | 136 |
# Copyright 2022 Meta Platforms authors and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# U... | transformers/tests/models/flava/test_processor_flava.py/0 | {
"file_path": "transformers/tests/models/flava/test_processor_flava.py",
"repo_id": "transformers",
"token_count": 4041
} | 137 |
import unittest
from pathlib import Path
from tempfile import TemporaryDirectory
from transformers import AutoConfig, TFGPT2LMHeadModel, is_keras_nlp_available, is_tf_available
from transformers.models.gpt2.tokenization_gpt2 import GPT2Tokenizer
from transformers.testing_utils import require_keras_nlp, require_tf, slo... | transformers/tests/models/gpt2/test_tokenization_gpt2_tf.py/0 | {
"file_path": "transformers/tests/models/gpt2/test_tokenization_gpt2_tf.py",
"repo_id": "transformers",
"token_count": 2530
} | 138 |
# coding=utf-8
# Copyright 2020 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requir... | transformers/tests/models/gptj/test_modeling_tf_gptj.py/0 | {
"file_path": "transformers/tests/models/gptj/test_modeling_tf_gptj.py",
"repo_id": "transformers",
"token_count": 8856
} | 139 |
# coding=utf-8
# Copyright 2023 Microsoft Research and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/L... | transformers/tests/models/kosmos2/test_modeling_kosmos2.py/0 | {
"file_path": "transformers/tests/models/kosmos2/test_modeling_kosmos2.py",
"repo_id": "transformers",
"token_count": 15813
} | 140 |
# coding=utf-8
# Copyright 2018 LXMERT Authors, The Hugging Face Team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required b... | transformers/tests/models/lxmert/test_tokenization_lxmert.py/0 | {
"file_path": "transformers/tests/models/lxmert/test_tokenization_lxmert.py",
"repo_id": "transformers",
"token_count": 1286
} | 141 |
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/tests/models/mask2former/test_modeling_mask2former.py/0 | {
"file_path": "transformers/tests/models/mask2former/test_modeling_mask2former.py",
"repo_id": "transformers",
"token_count": 7761
} | 142 |
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/tests/models/nat/test_modeling_nat.py/0 | {
"file_path": "transformers/tests/models/nat/test_modeling_nat.py",
"repo_id": "transformers",
"token_count": 6241
} | 143 |
# coding=utf-8
# Copyright 2023 IBM and HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unle... | transformers/tests/models/patchtsmixer/test_modeling_patchtsmixer.py/0 | {
"file_path": "transformers/tests/models/patchtsmixer/test_modeling_patchtsmixer.py",
"repo_id": "transformers",
"token_count": 20454
} | 144 |
# coding=utf-8
# Copyright 2023 Microsoft and the HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.... | transformers/tests/models/phi/test_modeling_phi.py/0 | {
"file_path": "transformers/tests/models/phi/test_modeling_phi.py",
"repo_id": "transformers",
"token_count": 9169
} | 145 |
# Copyright 2023 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/tests/models/pop2piano/test_processor_pop2piano.py/0 | {
"file_path": "transformers/tests/models/pop2piano/test_processor_pop2piano.py",
"repo_id": "transformers",
"token_count": 4029
} | 146 |
# Copyright 2020 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/tests/models/rag/test_retrieval_rag.py/0 | {
"file_path": "transformers/tests/models/rag/test_retrieval_rag.py",
"repo_id": "transformers",
"token_count": 6761
} | 147 |
# coding=utf-8
# Copyright 2022 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requir... | transformers/tests/models/rembert/test_tokenization_rembert.py/0 | {
"file_path": "transformers/tests/models/rembert/test_tokenization_rembert.py",
"repo_id": "transformers",
"token_count": 6741
} | 148 |
# coding=utf-8
# Copyright 2022 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requir... | transformers/tests/models/roc_bert/test_tokenization_roc_bert.py/0 | {
"file_path": "transformers/tests/models/roc_bert/test_tokenization_roc_bert.py",
"repo_id": "transformers",
"token_count": 7464
} | 149 |
# Copyright 2022 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/tests/models/seamless_m4t/test_tokenization_seamless_m4t.py/0 | {
"file_path": "transformers/tests/models/seamless_m4t/test_tokenization_seamless_m4t.py",
"repo_id": "transformers",
"token_count": 15163
} | 150 |
# coding=utf-8
# Copyright 2022 HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law... | transformers/tests/models/speech_encoder_decoder/test_modeling_flax_speech_encoder_decoder.py/0 | {
"file_path": "transformers/tests/models/speech_encoder_decoder/test_modeling_flax_speech_encoder_decoder.py",
"repo_id": "transformers",
"token_count": 17896
} | 151 |
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/tests/models/swinv2/test_modeling_swinv2.py/0 | {
"file_path": "transformers/tests/models/swinv2/test_modeling_swinv2.py",
"repo_id": "transformers",
"token_count": 8749
} | 152 |
# coding=utf-8
# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/tests/models/vipllava/test_modeling_vipllava.py/0 | {
"file_path": "transformers/tests/models/vipllava/test_modeling_vipllava.py",
"repo_id": "transformers",
"token_count": 4119
} | 153 |
# coding=utf-8
# Copyright 2021 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/tests/models/vit/test_modeling_vit.py/0 | {
"file_path": "transformers/tests/models/vit/test_modeling_vit.py",
"repo_id": "transformers",
"token_count": 4981
} | 154 |
# coding=utf-8
# Copyright 2021 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requir... | transformers/tests/models/wav2vec2_phoneme/test_tokenization_wav2vec2_phoneme.py/0 | {
"file_path": "transformers/tests/models/wav2vec2_phoneme/test_tokenization_wav2vec2_phoneme.py",
"repo_id": "transformers",
"token_count": 9963
} | 155 |
# coding=utf-8
# Copyright 2022 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requir... | transformers/tests/models/xglm/test_modeling_tf_xglm.py/0 | {
"file_path": "transformers/tests/models/xglm/test_modeling_tf_xglm.py",
"repo_id": "transformers",
"token_count": 4033
} | 156 |
# coding=utf-8
# Copyright 2024 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requir... | transformers/tests/quantization/aqlm_integration/test_aqlm.py/0 | {
"file_path": "transformers/tests/quantization/aqlm_integration/test_aqlm.py",
"repo_id": "transformers",
"token_count": 2765
} | 157 |
# we define a fixture function below and it will be "used" by
# referencing its name from tests
import os
import pytest
from attr import dataclass
os.environ["AWS_DEFAULT_REGION"] = "us-east-1" # defaults region
@dataclass
class SageMakerTestEnvironment:
framework: str
role = "arn:aws:iam::558105141721:r... | transformers/tests/sagemaker/conftest.py/0 | {
"file_path": "transformers/tests/sagemaker/conftest.py",
"repo_id": "transformers",
"token_count": 1035
} | 158 |
# coding=utf-8
# Copyright 2023 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | transformers/tests/test_image_processing_common.py/0 | {
"file_path": "transformers/tests/test_image_processing_common.py",
"repo_id": "transformers",
"token_count": 6780
} | 159 |
# coding=utf-8
# Copyright 2018 HuggingFace Inc..
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or a... | transformers/tests/tokenization/test_tokenization_utils.py/0 | {
"file_path": "transformers/tests/tokenization/test_tokenization_utils.py",
"repo_id": "transformers",
"token_count": 5644
} | 160 |
# Copyright 2020 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/tests/trainer/test_data_collator.py/0 | {
"file_path": "transformers/tests/trainer/test_data_collator.py",
"repo_id": "transformers",
"token_count": 19982
} | 161 |
# Copyright 2023 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/tests/utils/test_dynamic_module_utils.py/0 | {
"file_path": "transformers/tests/utils/test_dynamic_module_utils.py",
"repo_id": "transformers",
"token_count": 918
} | 162 |
# coding=utf-8
# Copyright 2023 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/utils/check_build.py/0 | {
"file_path": "transformers/utils/check_build.py",
"repo_id": "transformers",
"token_count": 616
} | 163 |
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/utils/create_dummy_models.py/0 | {
"file_path": "transformers/utils/create_dummy_models.py",
"repo_id": "transformers",
"token_count": 28790
} | 164 |
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/utils/sort_auto_mappings.py/0 | {
"file_path": "transformers/utils/sort_auto_mappings.py",
"repo_id": "transformers",
"token_count": 1812
} | 165 |
ARG BASE_DOCKER_IMAGE
FROM $BASE_DOCKER_IMAGE
LABEL maintainer="Hugging Face"
ARG DEBIAN_FRONTEND=noninteractive
# Use login shell to read variables from `~/.profile` (to pass dynamic created variables between RUN commands)
SHELL ["sh", "-lc"]
RUN apt update
RUN apt install -y git libsndfile1-dev tesseract-ocr espea... | transformers/docker/transformers-past-gpu/Dockerfile/0 | {
"file_path": "transformers/docker/transformers-past-gpu/Dockerfile",
"repo_id": "transformers",
"token_count": 886
} | 0 |
<!--Copyright 2022 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/de/accelerate.md/0 | {
"file_path": "transformers/docs/source/de/accelerate.md",
"repo_id": "transformers",
"token_count": 1929
} | 1 |
<!--Copyright 2020 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/de/testing.md/0 | {
"file_path": "transformers/docs/source/de/testing.md",
"repo_id": "transformers",
"token_count": 19303
} | 2 |
<!--Copyright 2022 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/altclip.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/altclip.md",
"repo_id": "transformers",
"token_count": 1400
} | 3 |
<!--Copyright 2022 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/bit.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/bit.md",
"repo_id": "transformers",
"token_count": 1005
} | 4 |
<!--Copyright 2023 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/clvp.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/clvp.md",
"repo_id": "transformers",
"token_count": 1339
} | 5 |
<!--Copyright 2021 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/deit.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/deit.md",
"repo_id": "transformers",
"token_count": 1955
} | 6 |
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/gemma.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/gemma.md",
"repo_id": "transformers",
"token_count": 736
} | 7 |
<!--Copyright 2023 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/idefics.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/idefics.md",
"repo_id": "transformers",
"token_count": 776
} | 8 |
<!--Copyright 2020 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/longformer.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/longformer.md",
"repo_id": "transformers",
"token_count": 2395
} | 9 |
<!--Copyright 2022 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/nat.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/nat.md",
"repo_id": "transformers",
"token_count": 1229
} | 10 |
<!--Copyright 2021 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/perceiver.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/perceiver.md",
"repo_id": "transformers",
"token_count": 2762
} | 11 |
<!--Copyright 2020 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/rembert.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/rembert.md",
"repo_id": "transformers",
"token_count": 1363
} | 12 |
<!--Copyright 2021 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/speech_to_text.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/speech_to_text.md",
"repo_id": "transformers",
"token_count": 1920
} | 13 |
<!--Copyright 2022 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/time_series_transformer.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/time_series_transformer.md",
"repo_id": "transformers",
"token_count": 1371
} | 14 |
<!--Copyright 2021 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/wavlm.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/wavlm.md",
"repo_id": "transformers",
"token_count": 972
} | 15 |
<!--Copyright 2022 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/model_sharing.md/0 | {
"file_path": "transformers/docs/source/en/model_sharing.md",
"repo_id": "transformers",
"token_count": 2967
} | 16 |
<!---
Copyright 2021 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or ... | transformers/docs/source/en/performance.md/0 | {
"file_path": "transformers/docs/source/en/performance.md",
"repo_id": "transformers",
"token_count": 966
} | 17 |
<!--Copyright 2023 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/tasks/idefics.md/0 | {
"file_path": "transformers/docs/source/en/tasks/idefics.md",
"repo_id": "transformers",
"token_count": 6890
} | 18 |
<!--Copyright 2023 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/tasks/text-to-speech.md/0 | {
"file_path": "transformers/docs/source/en/tasks/text-to-speech.md",
"repo_id": "transformers",
"token_count": 7353
} | 19 |
<!---
Copyright 2022 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or ... | transformers/docs/source/en/troubleshooting.md/0 | {
"file_path": "transformers/docs/source/en/troubleshooting.md",
"repo_id": "transformers",
"token_count": 2569
} | 20 |
<!--Copyright 2022 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/es/model_sharing.md/0 | {
"file_path": "transformers/docs/source/es/model_sharing.md",
"repo_id": "transformers",
"token_count": 3985
} | 21 |
<!--Copyright 2022 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/es/tasks/image_classification.md/0 | {
"file_path": "transformers/docs/source/es/tasks/image_classification.md",
"repo_id": "transformers",
"token_count": 2441
} | 22 |
- sections:
- local: index
title: 🤗 Transformers
- local: quicktour
title: Tour rapido
- local: installation
title: Installazione
title: Iniziare
- sections:
- local: pipeline_tutorial
title: Pipeline per l'inferenza
- local: autoclass_tutorial
title: Carica istanze pre-allenate con Aut... | transformers/docs/source/it/_toctree.yml/0 | {
"file_path": "transformers/docs/source/it/_toctree.yml",
"repo_id": "transformers",
"token_count": 771
} | 23 |
<!---
Copyright 2022 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or ... | transformers/docs/source/it/perf_hardware.md/0 | {
"file_path": "transformers/docs/source/it/perf_hardware.md",
"repo_id": "transformers",
"token_count": 3024
} | 24 |
- sections:
- local: index
title: 🤗 Transformers
- local: quicktour
title: クイックツアー
- local: installation
title: インストール
title: Get started
- sections:
- local: pipeline_tutorial
title: パイプラインを使用して推論を実行する
- local: autoclass_tutorial
title: AutoClass を使用して移植可能なコードを作成する
- local: preproces... | transformers/docs/source/ja/_toctree.yml/0 | {
"file_path": "transformers/docs/source/ja/_toctree.yml",
"repo_id": "transformers",
"token_count": 5823
} | 25 |
<!--Copyright 2023 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/ja/glossary.md/0 | {
"file_path": "transformers/docs/source/ja/glossary.md",
"repo_id": "transformers",
"token_count": 12796
} | 26 |
<!--Copyright 2020 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/ja/main_classes/trainer.md/0 | {
"file_path": "transformers/docs/source/ja/main_classes/trainer.md",
"repo_id": "transformers",
"token_count": 19572
} | 27 |
<!--Copyright 2021 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/ja/model_doc/big_bird.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/big_bird.md",
"repo_id": "transformers",
"token_count": 2762
} | 28 |
<!--Copyright 2023 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/ja/model_doc/clap.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/clap.md",
"repo_id": "transformers",
"token_count": 1775
} | 29 |
<!--Copyright 2020 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/ja/model_doc/deberta.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/deberta.md",
"repo_id": "transformers",
"token_count": 3598
} | 30 |
<!--Copyright 2023 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/ja/perf_infer_cpu.md/0 | {
"file_path": "transformers/docs/source/ja/perf_infer_cpu.md",
"repo_id": "transformers",
"token_count": 1977
} | 31 |
<!--⚠️ Note that this file is in Markdown but contain specific syntax for our doc-builder (similar to MDX) that may not be
rendered properly in your Markdown viewer.
-->
# Webサーバー用のパイプラインの使用
<Tip>
推論エンジンの作成は複雑なトピックであり、"最適な"ソリューションはおそらく問題の領域に依存するでしょう。CPUまたはGPUを使用していますか？最低のレイテンシ、最高のスループット、多くのモデルのサポート、または特定のモデルの高度な最適化を望... | transformers/docs/source/ja/pipeline_webserver.md/0 | {
"file_path": "transformers/docs/source/ja/pipeline_webserver.md",
"repo_id": "transformers",
"token_count": 3402
} | 32 |
<!--Copyright 2023 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/ja/tasks_explained.md/0 | {
"file_path": "transformers/docs/source/ja/tasks_explained.md",
"repo_id": "transformers",
"token_count": 16553
} | 33 |
<!--Copyright 2022 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/ko/autoclass_tutorial.md/0 | {
"file_path": "transformers/docs/source/ko/autoclass_tutorial.md",
"repo_id": "transformers",
"token_count": 5250
} | 34 |
<!---
Copyright 2021 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or ... | transformers/docs/source/ko/performance.md/0 | {
"file_path": "transformers/docs/source/ko/performance.md",
"repo_id": "transformers",
"token_count": 3692
} | 35 |
<!--Copyright 2022 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/ko/tasks/image_classification.md/0 | {
"file_path": "transformers/docs/source/ko/tasks/image_classification.md",
"repo_id": "transformers",
"token_count": 11866
} | 36 |
<!--Copyright 2023 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/ko/tasks_explained.md/0 | {
"file_path": "transformers/docs/source/ko/tasks_explained.md",
"repo_id": "transformers",
"token_count": 25797
} | 37 |
<!--Copyright 2020 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/pt/custom_models.md/0 | {
"file_path": "transformers/docs/source/pt/custom_models.md",
"repo_id": "transformers",
"token_count": 5915
} | 38 |
<!--版权所有 2020 年 HuggingFace 团队。保留所有权利。
根据 Apache 许可证 2.0 版本许可，除非符合许可证的规定，否则您不得使用此文件。您可以在以下网址获取许可证的副本：
http://www.apache.org/licenses/LICENSE-2.0
除非适用法律要求或书面同意，否则依照许可证分发的软件是基于“原样”提供的，不附带任何明示或暗示的担保或条件。有关特定语言下权限的限制和限制，请参阅许可证。-->
# 模型
基类 [`PreTrainedModel`]、[`TFPreTrainedModel`] 和 [`FlaxPreTrainedModel`] 实现了从本地文件或目录加载... | transformers/docs/source/zh/main_classes/model.md/0 | {
"file_path": "transformers/docs/source/zh/main_classes/model.md",
"repo_id": "transformers",
"token_count": 3605
} | 39 |
<!--Copyright 2022 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/zh/pipeline_tutorial.md/0 | {
"file_path": "transformers/docs/source/zh/pipeline_tutorial.md",
"repo_id": "transformers",
"token_count": 7446
} | 40 |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2022 The HuggingFace Team All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-... | transformers/examples/flax/image-captioning/create_model_from_encoder_decoder_models.py/0 | {
"file_path": "transformers/examples/flax/image-captioning/create_model_from_encoder_decoder_models.py",
"repo_id": "transformers",
"token_count": 1634
} | 41 |
# Summarization (Seq2Seq model) training examples
The following example showcases how to finetune a sequence-to-sequence model for summarization
using the JAX/Flax backend.
JAX/Flax allows you to trace pure functions and compile them into efficient, fused accelerator code on both GPU and TPU.
Models written in JAX/Fl... | transformers/examples/flax/summarization/README.md/0 | {
"file_path": "transformers/examples/flax/summarization/README.md",
"repo_id": "transformers",
"token_count": 544
} | 42 |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
... | transformers/examples/legacy/run_language_modeling.py/0 | {
"file_path": "transformers/examples/legacy/run_language_modeling.py",
"repo_id": "transformers",
"token_count": 5667
} | 43 |
# Copyright 2020 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/examples/legacy/seq2seq/old_test_seq2seq_examples_multi_gpu.py/0 | {
"file_path": "transformers/examples/legacy/seq2seq/old_test_seq2seq_examples_multi_gpu.py",
"repo_id": "transformers",
"token_count": 771
} | 44 |
if ! [ -f ./dev.txt ]; then
echo "Downloading CONLL2003 dev dataset...."
curl -L -o ./dev.txt 'https://github.com/davidsbatista/NER-datasets/raw/master/CONLL2003/valid.txt'
fi
if ! [ -f ./test.txt ]; then
echo "Downloading CONLL2003 test dataset...."
curl -L -o ./test.txt 'https://github.com/davidsbatista/NER-... | transformers/examples/legacy/token-classification/run_chunk.sh/0 | {
"file_path": "transformers/examples/legacy/token-classification/run_chunk.sh",
"repo_id": "transformers",
"token_count": 414
} | 45 |
# coding=utf-8
# Copyright 2018 HuggingFace Inc..
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or a... | transformers/examples/pytorch/test_pytorch_examples.py/0 | {
"file_path": "transformers/examples/pytorch/test_pytorch_examples.py",
"repo_id": "transformers",
"token_count": 10775
} | 46 |
# coding=utf-8
# Copyright 2020 The Google AI Language Team Authors, The HuggingFace Inc. team and Microsoft Corporation.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.... | transformers/examples/research_projects/bert-loses-patience/run_glue_with_pabee.py/0 | {
"file_path": "transformers/examples/research_projects/bert-loses-patience/run_glue_with_pabee.py",
"repo_id": "transformers",
"token_count": 12995
} | 47 |
# DeeBERT: Early Exiting for *BERT
This is the code base for the paper [DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference](https://www.aclweb.org/anthology/2020.acl-main.204/), modified from its [original code base](https://github.com/castorini/deebert).
The original code base also has information for do... | transformers/examples/research_projects/deebert/README.md/0 | {
"file_path": "transformers/examples/research_projects/deebert/README.md",
"repo_id": "transformers",
"token_count": 621
} | 48 |
# coding=utf-8
# Copyright 2019-present, the HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by a... | transformers/examples/research_projects/distillation/scripts/binarized_data.py/0 | {
"file_path": "transformers/examples/research_projects/distillation/scripts/binarized_data.py",
"repo_id": "transformers",
"token_count": 1428
} | 49 |
import torch
from transformers import AutoModel
class FSNERModel(torch.nn.Module):
"""
The FSNER model implements a few-shot named entity recognition method from the paper `Example-Based Named Entity Recognition <https://arxiv.org/abs/2008.10570>`__ by
Morteza Ziyadi, Yuting Sun, Abhishek Goswami, Jade H... | transformers/examples/research_projects/fsner/src/fsner/model.py/0 | {
"file_path": "transformers/examples/research_projects/fsner/src/fsner/model.py",
"repo_id": "transformers",
"token_count": 1436
} | 50 |
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