text stringlengths 7 318k | id stringlengths 14 166 | metadata dict | __index_level_0__ int64 0 439 |
|---|---|---|---|
# 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/train.py/0 | {
"file_path": "transformers/examples/research_projects/distillation/train.py",
"repo_id": "transformers",
"token_count": 5147
} | 257 |
# Copyright 2022 - Intel Corp. All rights reserved.
# Authors: Mayank Kumar Raunak, Javier Turek, Nicole Backage
import copy
import logging
import random
import joblib
import numpy as np
import torch
import torch.nn as nn
from torch.utils.data import DataLoader
from tqdm import tqdm
from transformers import AdamW, G... | transformers/examples/research_projects/information-gain-filtration/igf/igf.py/0 | {
"file_path": "transformers/examples/research_projects/information-gain-filtration/igf/igf.py",
"repo_id": "transformers",
"token_count": 6107
} | 258 |
import copy
from transformers.configuration_utils import PretrainedConfig
from transformers.utils import logging
logger = logging.get_logger(__name__)
class HybridCLIPConfig(PretrainedConfig):
r"""
:class:`HybridCLIPConfig` is the configuration class to store the configuration of a
:class:`~HybridCLIPM... | transformers/examples/research_projects/jax-projects/hybrid_clip/configuration_hybrid_clip.py/0 | {
"file_path": "transformers/examples/research_projects/jax-projects/hybrid_clip/configuration_hybrid_clip.py",
"repo_id": "transformers",
"token_count": 1634
} | 259 |
# Token classification
## PyTorch version, no Trainer
Fine-tuning (m)LUKE for token classification task such as Named Entity Recognition (NER), Parts-of-speech
tagging (POS) or phrase extraction (CHUNKS). You can easily
customize it to your needs if you need extra processing on your datasets.
It will either run on a... | transformers/examples/research_projects/luke/README.md/0 | {
"file_path": "transformers/examples/research_projects/luke/README.md",
"repo_id": "transformers",
"token_count": 667
} | 260 |
import copy
import itertools
from typing import List, Optional, Tuple
import torch
import torch.nn.functional as F
from transformers import BartConfig
from transformers.generation import GenerationMixin
def _convert_past_list_to_tuple(past_key_values):
"""
In Bart model, the type of past_key_values is tuple... | transformers/examples/research_projects/onnx/summarization/bart_onnx/generation_onnx.py/0 | {
"file_path": "transformers/examples/research_projects/onnx/summarization/bart_onnx/generation_onnx.py",
"repo_id": "transformers",
"token_count": 15163
} | 261 |
#! /usr/bin/env python3
# coding=utf-8
# Copyright (c) 2019 Uber Technologies, 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 ... | transformers/examples/research_projects/pplm/run_pplm_discrim_train.py/0 | {
"file_path": "transformers/examples/research_projects/pplm/run_pplm_discrim_train.py",
"repo_id": "transformers",
"token_count": 8810
} | 262 |
#!/usr/bin/env python3
import argparse
import re
from typing import Dict
import torch
from datasets import Audio, Dataset, load_dataset, load_metric
from transformers import AutoFeatureExtractor, pipeline
def log_results(result: Dataset, args: Dict[str, str]):
"""DO NOT CHANGE. This function computes and logs t... | transformers/examples/research_projects/robust-speech-event/eval.py/0 | {
"file_path": "transformers/examples/research_projects/robust-speech-event/eval.py",
"repo_id": "transformers",
"token_count": 1852
} | 263 |
#!/usr/bin/env bash
export PYTHONPATH="../":"${PYTHONPATH}"
export WANDB_PROJECT=dmar
export MAX_LEN=128
python finetune.py \
--learning_rate=3e-4 \
--do_train \
--do_predict \
--fp16 \
--val_check_interval 0.25 \
--data_dir $ENRO_DIR \
--max_source_length $MAX_LEN --max_target_length $MAX_LEN --val_max_t... | transformers/examples/research_projects/seq2seq-distillation/distil_marian_no_teacher.sh/0 | {
"file_path": "transformers/examples/research_projects/seq2seq-distillation/distil_marian_no_teacher.sh",
"repo_id": "transformers",
"token_count": 274
} | 264 |
#!/usr/bin/env bash
export PYTHONPATH="../":"${PYTHONPATH}"
python finetune.py \
--learning_rate=3e-5 \
--fp16 \
--do_train \
--val_check_interval=0.25 \
--adam_eps 1e-06 \
--num_train_epochs 6 --src_lang en_XX --tgt_lang ro_RO \
--data_dir $ENRO_DIR \
--max_source_length $MAX_LEN --max... | transformers/examples/research_projects/seq2seq-distillation/train_mbart_cc25_enro.sh/0 | {
"file_path": "transformers/examples/research_projects/seq2seq-distillation/train_mbart_cc25_enro.sh",
"repo_id": "transformers",
"token_count": 273
} | 265 |
# Simple VQGAN CLIP
Author: @ErwannMillon
This is a very simple VQGAN-CLIP implementation that was built as a part of the <a href= "https://github.com/ErwannMillon/face-editor"> Face Editor project </a> . This simplified version allows you to generate or edit images using text with just three lines of code. For a mo... | transformers/examples/research_projects/vqgan-clip/README.md/0 | {
"file_path": "transformers/examples/research_projects/vqgan-clip/README.md",
"repo_id": "transformers",
"token_count": 774
} | 266 |
#!/usr/bin/env bash
python run_common_voice.py \
--model_name_or_path="facebook/wav2vec2-large-xlsr-53" \
--dataset_config_name="tr" \
--output_dir=./wav2vec2-large-xlsr-turkish-demo \
--overwrite_output_dir \
--num_train_epochs="5" \
--per_device_train_batch_size="16" \
--evaluation_strateg... | transformers/examples/research_projects/wav2vec2/finetune_wav2vec2_xlsr_turkish.sh/0 | {
"file_path": "transformers/examples/research_projects/wav2vec2/finetune_wav2vec2_xlsr_turkish.sh",
"repo_id": "transformers",
"token_count": 316
} | 267 |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2020 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/LI... | transformers/examples/tensorflow/text-classification/run_glue.py/0 | {
"file_path": "transformers/examples/tensorflow/text-classification/run_glue.py",
"repo_id": "transformers",
"token_count": 11371
} | 268 |
#!/usr/bin/env bash
# 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 r... | transformers/scripts/fsmt/convert-allenai-wmt19.sh/0 | {
"file_path": "transformers/scripts/fsmt/convert-allenai-wmt19.sh",
"repo_id": "transformers",
"token_count": 950
} | 269 |
# 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/setup.py/0 | {
"file_path": "transformers/setup.py",
"repo_id": "transformers",
"token_count": 6425
} | 270 |
# 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/commands/convert.py/0 | {
"file_path": "transformers/src/transformers/commands/convert.py",
"repo_id": "transformers",
"token_count": 3159
} | 271 |
# THIS FILE HAS BEEN AUTOGENERATED. To update:
# 1. modify the `_deps` dict in setup.py
# 2. run `make deps_table_update``
deps = {
"Pillow": "Pillow>=10.0.1,<=15.0",
"accelerate": "accelerate>=0.21.0",
"av": "av==9.2.0",
"beautifulsoup4": "beautifulsoup4",
"codecarbon": "codecarbon==1.2.0",
"co... | transformers/src/transformers/dependency_versions_table.py/0 | {
"file_path": "transformers/src/transformers/dependency_versions_table.py",
"repo_id": "transformers",
"token_count": 1773
} | 272 |
# 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.
# You may obtain a cop... | transformers/src/transformers/generation/tf_utils.py/0 | {
"file_path": "transformers/src/transformers/generation/tf_utils.py",
"repo_id": "transformers",
"token_count": 77771
} | 273 |
import logging
import os
from pathlib import Path
from time import sleep
from typing import Callable, List, Optional, Union
import numpy as np
import tensorflow as tf
from huggingface_hub import Repository, create_repo
from packaging.version import parse
from . import IntervalStrategy, PreTrainedTokenizerBase
from .m... | transformers/src/transformers/keras_callbacks.py/0 | {
"file_path": "transformers/src/transformers/keras_callbacks.py",
"repo_id": "transformers",
"token_count": 8732
} | 274 |
#include <torch/extension.h>
#include "ATen/ATen.h"
typedef at::BFloat16 bf16;
void cuda_forward(int B, int T, int C, float *w, float *u, float *k, float *v, float *y);
void cuda_forward_bf16(int B, int T, int C, float *w, bf16 *u, bf16 *k, bf16 *v, bf16 *y);
void cuda_forward_with_state(int B, int T, int C, float *w,... | transformers/src/transformers/kernels/rwkv/wkv_op.cpp/0 | {
"file_path": "transformers/src/transformers/kernels/rwkv/wkv_op.cpp",
"repo_id": "transformers",
"token_count": 1807
} | 275 |
# 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.
# You may obtain a cop... | transformers/src/transformers/modeling_tf_pytorch_utils.py/0 | {
"file_path": "transformers/src/transformers/modeling_tf_pytorch_utils.py",
"repo_id": "transformers",
"token_count": 10674
} | 276 |
# coding=utf-8
# Copyright 2018 The Google Flax Team Authors and 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
... | transformers/src/transformers/models/auto/modeling_flax_auto.py/0 | {
"file_path": "transformers/src/transformers/models/auto/modeling_flax_auto.py",
"repo_id": "transformers",
"token_count": 6111
} | 277 |
# coding=utf-8
# Copyright 2021 Microsoft Research and 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... | transformers/src/transformers/models/beit/modeling_flax_beit.py/0 | {
"file_path": "transformers/src/transformers/models/beit/modeling_flax_beit.py",
"repo_id": "transformers",
"token_count": 15754
} | 278 |
# coding=utf-8
# Copyright 2023 The Salesforce Team Authors and The HuggingFace Team. All rights reserved.
#
# Licensed under the BSD-3-clause license (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://opensource.org/licenses/BSD... | transformers/src/transformers/models/blip/modeling_tf_blip_text.py/0 | {
"file_path": "transformers/src/transformers/models/blip/modeling_tf_blip_text.py",
"repo_id": "transformers",
"token_count": 21856
} | 279 |
# 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/src/transformers/models/bridgetower/modeling_bridgetower.py/0 | {
"file_path": "transformers/src/transformers/models/bridgetower/modeling_bridgetower.py",
"repo_id": "transformers",
"token_count": 37419
} | 280 |
# coding=utf-8
# Copyright 2023 The LAION-AI Team 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... | transformers/src/transformers/models/clap/modeling_clap.py/0 | {
"file_path": "transformers/src/transformers/models/clap/modeling_clap.py",
"repo_id": "transformers",
"token_count": 44304
} | 281 |
# coding=utf-8
# Copyright 2022 The OpenAI Team 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/L... | transformers/src/transformers/models/clipseg/modeling_clipseg.py/0 | {
"file_path": "transformers/src/transformers/models/clipseg/modeling_clipseg.py",
"repo_id": "transformers",
"token_count": 27595
} | 282 |
# coding=utf-8
# Copyright 2022 The Salesforce authors, The Open AI Team Authors and 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/l... | transformers/src/transformers/models/codegen/tokenization_codegen.py/0 | {
"file_path": "transformers/src/transformers/models/codegen/tokenization_codegen.py",
"repo_id": "transformers",
"token_count": 6731
} | 283 |
# coding=utf-8
# Copyright 2022 The OpenBMB Team 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/LIC... | transformers/src/transformers/models/cpmant/modeling_cpmant.py/0 | {
"file_path": "transformers/src/transformers/models/cpmant/modeling_cpmant.py",
"repo_id": "transformers",
"token_count": 16764
} | 284 |
# coding=utf-8
# Copyright 2021 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/src/transformers/models/data2vec/convert_data2vec_audio_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/data2vec/convert_data2vec_audio_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 4725
} | 285 |
# coding=utf-8
# Copyright 2021 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/src/transformers/models/deberta_v2/modeling_tf_deberta_v2.py/0 | {
"file_path": "transformers/src/transformers/models/deberta_v2/modeling_tf_deberta_v2.py",
"repo_id": "transformers",
"token_count": 36390
} | 286 |
# coding=utf-8
# Copyright 2023 EleutherAI and the HuggingFace Inc. team. All rights reserved.
#
# This code is based on EleutherAI's GPT-NeoX library and the GPT-NeoX
# and OPT implementations in this library. It has been modified from its
# original forms to accommodate minor architectural differences compared
# to G... | transformers/src/transformers/models/deprecated/open_llama/configuration_open_llama.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/open_llama/configuration_open_llama.py",
"repo_id": "transformers",
"token_count": 3053
} | 287 |
# coding=utf-8
# Copyright 2018 Google AI, Google Brain and Carnegie Mellon University 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 Lice... | transformers/src/transformers/models/deprecated/transfo_xl/modeling_tf_transfo_xl.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/transfo_xl/modeling_tf_transfo_xl.py",
"repo_id": "transformers",
"token_count": 20972
} | 288 |
# 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/src/transformers/models/deta/convert_deta_swin_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/deta/convert_deta_swin_to_pytorch.py",
"repo_id": "transformers",
"token_count": 8242
} | 289 |
# 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/src/transformers/models/dinov2/configuration_dinov2.py/0 | {
"file_path": "transformers/src/transformers/models/dinov2/configuration_dinov2.py",
"repo_id": "transformers",
"token_count": 3160
} | 290 |
# 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/src/transformers/models/donut/image_processing_donut.py/0 | {
"file_path": "transformers/src/transformers/models/donut/image_processing_donut.py",
"repo_id": "transformers",
"token_count": 9138
} | 291 |
# 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.
# You may obtain a cop... | transformers/src/transformers/models/electra/configuration_electra.py/0 | {
"file_path": "transformers/src/transformers/models/electra/configuration_electra.py",
"repo_id": "transformers",
"token_count": 3700
} | 292 |
# coding=utf-8
# Copyright 2021 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/src/transformers/models/encoder_decoder/modeling_tf_encoder_decoder.py/0 | {
"file_path": "transformers/src/transformers/models/encoder_decoder/modeling_tf_encoder_decoder.py",
"repo_id": "transformers",
"token_count": 14142
} | 293 |
# Copyright 2021 AlQuraishi Laboratory
# Copyright 2021 DeepMind Technologies Limited
#
# 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/src/transformers/models/esm/openfold_utils/data_transforms.py/0 | {
"file_path": "transformers/src/transformers/models/esm/openfold_utils/data_transforms.py",
"repo_id": "transformers",
"token_count": 1505
} | 294 |
# 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/src/transformers/models/fastspeech2_conformer/convert_model_with_hifigan.py/0 | {
"file_path": "transformers/src/transformers/models/fastspeech2_conformer/convert_model_with_hifigan.py",
"repo_id": "transformers",
"token_count": 1299
} | 295 |
# 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/src/transformers/models/fnet/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/fnet/__init__.py",
"repo_id": "transformers",
"token_count": 1260
} | 296 |
# coding=utf-8
# Copyright 2020, Hugging Face
#
# 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 agree... | transformers/src/transformers/models/funnel/configuration_funnel.py/0 | {
"file_path": "transformers/src/transformers/models/funnel/configuration_funnel.py",
"repo_id": "transformers",
"token_count": 3437
} | 297 |
import os
from typing import Dict, List, Union
import tensorflow as tf
from keras_nlp.tokenizers import BytePairTokenizer
from tensorflow_text import pad_model_inputs
from ...modeling_tf_utils import keras
from .tokenization_gpt2 import GPT2Tokenizer
class TFGPT2Tokenizer(keras.layers.Layer):
"""
This is an... | transformers/src/transformers/models/gpt2/tokenization_gpt2_tf.py/0 | {
"file_path": "transformers/src/transformers/models/gpt2/tokenization_gpt2_tf.py",
"repo_id": "transformers",
"token_count": 1565
} | 298 |
# coding=utf-8
# Copyright 2022 ABEJA, Inc. 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-... | transformers/src/transformers/models/gpt_neox_japanese/tokenization_gpt_neox_japanese.py/0 | {
"file_path": "transformers/src/transformers/models/gpt_neox_japanese/tokenization_gpt_neox_japanese.py",
"repo_id": "transformers",
"token_count": 8502
} | 299 |
# Copyright (c) Microsoft Corporation and HuggingFace
# Licensed under the MIT License.
from typing import Any, Dict, List, Mapping
import numpy as np
import torch
from ...utils import is_cython_available, requires_backends
if is_cython_available():
import pyximport
pyximport.install(setup_args={"include_... | transformers/src/transformers/models/graphormer/collating_graphormer.py/0 | {
"file_path": "transformers/src/transformers/models/graphormer/collating_graphormer.py",
"repo_id": "transformers",
"token_count": 2694
} | 300 |
# coding=utf-8
# Copyright 2022 EleutherAI and the HuggingFace Inc. team. All rights reserved.
#
# This code is based on EleutherAI's GPT-NeoX library and the GPT-NeoX
# and OPT implementations in this library. It has been modified from its
# original forms to accommodate minor architectural differences compared
# to G... | transformers/src/transformers/models/llama/configuration_llama.py/0 | {
"file_path": "transformers/src/transformers/models/llama/configuration_llama.py",
"repo_id": "transformers",
"token_count": 3598
} | 301 |
# coding=utf-8
# Copyright 2018 The Google AI Language Team Authors, The HuggingFace Inc. team, and the
# Lxmert Authors.
# 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/src/transformers/models/lxmert/modeling_tf_lxmert.py/0 | {
"file_path": "transformers/src/transformers/models/lxmert/modeling_tf_lxmert.py",
"repo_id": "transformers",
"token_count": 31854
} | 302 |
# 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/src/transformers/models/markuplm/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/markuplm/__init__.py",
"repo_id": "transformers",
"token_count": 1053
} | 303 |
# 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/src/transformers/models/maskformer/convert_maskformer_resnet_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/maskformer/convert_maskformer_resnet_to_pytorch.py",
"repo_id": "transformers",
"token_count": 9461
} | 304 |
# coding=utf-8
# Copyright 2021 The Facebook AI Research Team Authors and 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/LIC... | transformers/src/transformers/models/mbart50/tokenization_mbart50_fast.py/0 | {
"file_path": "transformers/src/transformers/models/mbart50/tokenization_mbart50_fast.py",
"repo_id": "transformers",
"token_count": 5245
} | 305 |
# 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/src/transformers/models/mgp_str/tokenization_mgp_str.py/0 | {
"file_path": "transformers/src/transformers/models/mgp_str/tokenization_mgp_str.py",
"repo_id": "transformers",
"token_count": 1683
} | 306 |
# MIT License
#
# Copyright (c) 2020 The Google AI Language Team Authors, The HuggingFace Inc. team and github/lonePatient
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restricti... | transformers/src/transformers/models/mobilebert/modeling_mobilebert.py/0 | {
"file_path": "transformers/src/transformers/models/mobilebert/modeling_mobilebert.py",
"repo_id": "transformers",
"token_count": 29570
} | 307 |
# 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/src/transformers/models/mobilevit/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/mobilevit/__init__.py",
"repo_id": "transformers",
"token_count": 1380
} | 308 |
# coding=utf-8
# Copyright 2018 The HuggingFace Inc. team, 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.
# You may obtain a copy of the License ... | transformers/src/transformers/models/mpnet/tokenization_mpnet_fast.py/0 | {
"file_path": "transformers/src/transformers/models/mpnet/tokenization_mpnet_fast.py",
"repo_id": "transformers",
"token_count": 3935
} | 309 |
# coding=utf-8
# Copyright 2023 Meta AI 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-2.0
... | transformers/src/transformers/models/musicgen/modeling_musicgen.py/0 | {
"file_path": "transformers/src/transformers/models/musicgen/modeling_musicgen.py",
"repo_id": "transformers",
"token_count": 53469
} | 310 |
# coding=utf-8
# Copyright 2021 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/src/transformers/models/perceiver/convert_perceiver_haiku_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/perceiver/convert_perceiver_haiku_to_pytorch.py",
"repo_id": "transformers",
"token_count": 9000
} | 311 |
# 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/src/transformers/models/pix2struct/configuration_pix2struct.py/0 | {
"file_path": "transformers/src/transformers/models/pix2struct/configuration_pix2struct.py",
"repo_id": "transformers",
"token_count": 6638
} | 312 |
# 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/src/transformers/models/pop2piano/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/pop2piano/__init__.py",
"repo_id": "transformers",
"token_count": 1512
} | 313 |
# coding=utf-8
# Copyright 2023 Authors: Wenhai Wang, Enze Xie, Xiang Li, Deng-Ping Fan,
# Kaitao Song, Ding Liang, Tong Lu, Ping Luo, Ling Shao 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... | transformers/src/transformers/models/pvt/modeling_pvt.py/0 | {
"file_path": "transformers/src/transformers/models/pvt/modeling_pvt.py",
"repo_id": "transformers",
"token_count": 12226
} | 314 |
# coding=utf-8
# Copyright 2022 The REALM authors and 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 ... | transformers/src/transformers/models/realm/configuration_realm.py/0 | {
"file_path": "transformers/src/transformers/models/realm/configuration_realm.py",
"repo_id": "transformers",
"token_count": 3471
} | 315 |
# coding=utf-8
# Copyright 2022 Meta Platforms, Inc. 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... | transformers/src/transformers/models/regnet/modeling_regnet.py/0 | {
"file_path": "transformers/src/transformers/models/regnet/modeling_regnet.py",
"repo_id": "transformers",
"token_count": 7184
} | 316 |
# coding=utf-8
# Copyright 2022 WeChatAI 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-2.0... | transformers/src/transformers/models/roc_bert/tokenization_roc_bert.py/0 | {
"file_path": "transformers/src/transformers/models/roc_bert/tokenization_roc_bert.py",
"repo_id": "transformers",
"token_count": 23589
} | 317 |
# 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/src/transformers/models/sam/convert_sam_original_to_hf_format.py/0 | {
"file_path": "transformers/src/transformers/models/sam/convert_sam_original_to_hf_format.py",
"repo_id": "transformers",
"token_count": 3032
} | 318 |
# 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/src/transformers/models/seamless_m4t_v2/modeling_seamless_m4t_v2.py/0 | {
"file_path": "transformers/src/transformers/models/seamless_m4t_v2/modeling_seamless_m4t_v2.py",
"repo_id": "transformers",
"token_count": 101055
} | 319 |
# 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 applicabl... | transformers/src/transformers/models/siglip/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/siglip/__init__.py",
"repo_id": "transformers",
"token_count": 1201
} | 320 |
# coding=utf-8
# Copyright 2021 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/src/transformers/models/speech_to_text/feature_extraction_speech_to_text.py/0 | {
"file_path": "transformers/src/transformers/models/speech_to_text/feature_extraction_speech_to_text.py",
"repo_id": "transformers",
"token_count": 5608
} | 321 |
# coding=utf-8
# Copyright 2023 The Fairseq Authors, 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... | transformers/src/transformers/models/speecht5/number_normalizer.py/0 | {
"file_path": "transformers/src/transformers/models/speecht5/number_normalizer.py",
"repo_id": "transformers",
"token_count": 3534
} | 322 |
# coding=utf-8
# Copyright 2023 MBZUAI 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-2.0
#... | transformers/src/transformers/models/swiftformer/modeling_swiftformer.py/0 | {
"file_path": "transformers/src/transformers/models/swiftformer/modeling_swiftformer.py",
"repo_id": "transformers",
"token_count": 9784
} | 323 |
# 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/src/transformers/models/timesformer/convert_timesformer_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/timesformer/convert_timesformer_to_pytorch.py",
"repo_id": "transformers",
"token_count": 4205
} | 324 |
# coding=utf-8
# Copyright 2021 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/src/transformers/models/unispeech_sat/convert_unispeech_sat_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/unispeech_sat/convert_unispeech_sat_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 4200
} | 325 |
# 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/src/transformers/models/vision_encoder_decoder/modeling_tf_vision_encoder_decoder.py/0 | {
"file_path": "transformers/src/transformers/models/vision_encoder_decoder/modeling_tf_vision_encoder_decoder.py",
"repo_id": "transformers",
"token_count": 14958
} | 326 |
# coding=utf-8
# Copyright 2024 The Fairseq Authors 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/... | transformers/src/transformers/models/wav2vec2_bert/configuration_wav2vec2_bert.py/0 | {
"file_path": "transformers/src/transformers/models/wav2vec2_bert/configuration_wav2vec2_bert.py",
"repo_id": "transformers",
"token_count": 7096
} | 327 |
# coding=utf-8
# Copyright 2021 The Fairseq Authors, 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... | transformers/src/transformers/models/wavlm/modeling_wavlm.py/0 | {
"file_path": "transformers/src/transformers/models/wavlm/modeling_wavlm.py",
"repo_id": "transformers",
"token_count": 33888
} | 328 |
# coding=utf-8
# Copyright 2022 Microsoft Research 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/LICENS... | transformers/src/transformers/models/x_clip/modeling_x_clip.py/0 | {
"file_path": "transformers/src/transformers/models/x_clip/modeling_x_clip.py",
"repo_id": "transformers",
"token_count": 30325
} | 329 |
# coding=utf-8
# Copyright 2018 Google AI, Google Brain and Carnegie Mellon University 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 Lice... | transformers/src/transformers/models/xlnet/configuration_xlnet.py/0 | {
"file_path": "transformers/src/transformers/models/xlnet/configuration_xlnet.py",
"repo_id": "transformers",
"token_count": 4437
} | 330 |
# coding=utf-8
# Copyright 2018 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/src/transformers/pipelines/base.py/0 | {
"file_path": "transformers/src/transformers/pipelines/base.py",
"repo_id": "transformers",
"token_count": 22734
} | 331 |
import inspect
import warnings
from typing import Dict
import numpy as np
from ..utils import ExplicitEnum, add_end_docstrings, is_tf_available, is_torch_available
from .base import GenericTensor, Pipeline, build_pipeline_init_args
if is_tf_available():
from ..models.auto.modeling_tf_auto import TF_MODEL_FOR_SE... | transformers/src/transformers/pipelines/text_classification.py/0 | {
"file_path": "transformers/src/transformers/pipelines/text_classification.py",
"repo_id": "transformers",
"token_count": 4168
} | 332 |
# Copyright 2024 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 required by appl... | transformers/src/transformers/quantizers/quantizer_bnb_4bit.py/0 | {
"file_path": "transformers/src/transformers/quantizers/quantizer_bnb_4bit.py",
"repo_id": "transformers",
"token_count": 6110
} | 333 |
#!/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/agents.py/0 | {
"file_path": "transformers/src/transformers/tools/agents.py",
"repo_id": "transformers",
"token_count": 12626
} | 334 |
# coding=utf-8
# Copyright 2020-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 ap... | transformers/src/transformers/trainer_callback.py/0 | {
"file_path": "transformers/src/transformers/trainer_callback.py",
"repo_id": "transformers",
"token_count": 9727
} | 335 |
# This file is autogenerated by the command `make fix-copies`, do not edit.
from ..utils import DummyObject, requires_backends
class Pop2PianoFeatureExtractor(metaclass=DummyObject):
_backends = ["music"]
def __init__(self, *args, **kwargs):
requires_backends(self, ["music"])
class Pop2PianoTokeniz... | transformers/src/transformers/utils/dummy_music_objects.py/0 | {
"file_path": "transformers/src/transformers/utils/dummy_music_objects.py",
"repo_id": "transformers",
"token_count": 169
} | 336 |
# coding=utf-8
# Copyright 2020 Hugging Face
#
# 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/src/transformers/utils/notebook.py/0 | {
"file_path": "transformers/src/transformers/utils/notebook.py",
"repo_id": "transformers",
"token_count": 6938
} | 337 |
# coding=utf-8
# Copyright 2022 {{cookiecutter.authors}} 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/lice... | transformers/templates/adding_a_new_model/cookiecutter-template-{{cookiecutter.modelname}}/configuration_{{cookiecutter.lowercase_modelname}}.py/0 | {
"file_path": "transformers/templates/adding_a_new_model/cookiecutter-template-{{cookiecutter.modelname}}/configuration_{{cookiecutter.lowercase_modelname}}.py",
"repo_id": "transformers",
"token_count": 4766
} | 338 |
{
"modelname": "FlaxNewENCDEC",
"uppercase_modelname": "FLAX_NEW_ENC_DEC",
"lowercase_modelname": "flax_new_enc_dec_template",
"camelcase_modelname": "FlaxNewEncDec",
"authors": "The HuggingFace Team",
"checkpoint_identifier": "new-flax-enc-dec-base",
"tokenizer_type": "Based on BART",
"generate_tensorf... | transformers/templates/adding_a_new_model/tests/flax-seq-2-seq-bart-tokenizer.json/0 | {
"file_path": "transformers/templates/adding_a_new_model/tests/flax-seq-2-seq-bart-tokenizer.json",
"repo_id": "transformers",
"token_count": 161
} | 339 |
{
"feature_extractor_type": "ViTFeatureExtractor",
"size": 30
}
| transformers/tests/deepspeed/vit_feature_extractor.json/0 | {
"file_path": "transformers/tests/deepspeed/vit_feature_extractor.json",
"repo_id": "transformers",
"token_count": 32
} | 340 |
# coding=utf-8
# Copyright 2021 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_flax_logits_process.py/0 | {
"file_path": "transformers/tests/generation/test_flax_logits_process.py",
"repo_id": "transformers",
"token_count": 5610
} | 341 |
# 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/align/test_modeling_align.py/0 | {
"file_path": "transformers/tests/models/align/test_modeling_align.py",
"repo_id": "transformers",
"token_count": 10758
} | 342 |
# 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/auto/test_tokenization_auto.py/0 | {
"file_path": "transformers/tests/models/auto/test_tokenization_auto.py",
"repo_id": "transformers",
"token_count": 8482
} | 343 |
# 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/bloom/test_modeling_bloom.py/0 | {
"file_path": "transformers/tests/models/bloom/test_modeling_bloom.py",
"repo_id": "transformers",
"token_count": 16982
} | 344 |
# coding=utf-8
# Copyright 2021 Google AI and 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 ... | transformers/tests/models/canine/test_tokenization_canine.py/0 | {
"file_path": "transformers/tests/models/canine/test_tokenization_canine.py",
"repo_id": "transformers",
"token_count": 7133
} | 345 |
# coding=utf-8
# Copyright 2018 Salesforce and 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/tests/models/ctrl/test_modeling_ctrl.py/0 | {
"file_path": "transformers/tests/models/ctrl/test_modeling_ctrl.py",
"repo_id": "transformers",
"token_count": 4859
} | 346 |
# coding=utf-8
# Copyright 2018 Microsoft Authors and 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 ... | transformers/tests/models/deberta_v2/test_modeling_deberta_v2.py/0 | {
"file_path": "transformers/tests/models/deberta_v2/test_modeling_deberta_v2.py",
"repo_id": "transformers",
"token_count": 5861
} | 347 |
# 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/deta/test_modeling_deta.py/0 | {
"file_path": "transformers/tests/models/deta/test_modeling_deta.py",
"repo_id": "transformers",
"token_count": 11937
} | 348 |
# coding=utf-8
# Copyright 2022 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/donut/test_image_processing_donut.py/0 | {
"file_path": "transformers/tests/models/donut/test_image_processing_donut.py",
"repo_id": "transformers",
"token_count": 3741
} | 349 |
# 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/ernie/test_modeling_ernie.py/0 | {
"file_path": "transformers/tests/models/ernie/test_modeling_ernie.py",
"repo_id": "transformers",
"token_count": 10885
} | 350 |
# coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# 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 ... | transformers/tests/models/flaubert/test_modeling_tf_flaubert.py/0 | {
"file_path": "transformers/tests/models/flaubert/test_modeling_tf_flaubert.py",
"repo_id": "transformers",
"token_count": 6472
} | 351 |
# coding=utf-8
# Copyright 2020 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/funnel/test_tokenization_funnel.py/0 | {
"file_path": "transformers/tests/models/funnel/test_tokenization_funnel.py",
"repo_id": "transformers",
"token_count": 1257
} | 352 |
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": 2520
} | 353 |
# 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
} | 354 |
# 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
} | 355 |
# 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
} | 356 |
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