text stringlengths 7 318k | id stringlengths 14 166 | metadata dict | __index_level_0__ int64 0 439 |
|---|---|---|---|
<!--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/text-to-speech.md/0 | {
"file_path": "transformers/docs/source/ja/tasks/text-to-speech.md",
"repo_id": "transformers",
"token_count": 12020
} | 255 |
# docstyle-ignore
INSTALL_CONTENT = """
# Transformers ์ค์น ๋ฐฉ๋ฒ
! pip install transformers datasets
# ๋ง์ง๋ง ๋ฆด๋ฆฌ์ค ๋์ ์์ค์์ ์ค์นํ๋ ค๋ฉด, ์ ๋ช
๋ น์ ์ฃผ์์ผ๋ก ๋ฐ๊พธ๊ณ ์๋ ๋ช
๋ น์ ํด์ ํ์ธ์.
# ! pip install git+https://github.com/huggingface/transformers.git
"""
notebook_first_cells = [{"type": "code", "content": INSTALL_CONTENT}]
black_avoid_patterns = {
... | transformers/docs/source/ko/_config.py/0 | {
"file_path": "transformers/docs/source/ko/_config.py",
"repo_id": "transformers",
"token_count": 257
} | 256 |
<!--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/ko/fast_tokenizers.md/0 | {
"file_path": "transformers/docs/source/ko/fast_tokenizers.md",
"repo_id": "transformers",
"token_count": 1829
} | 257 |
<!--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/perf_infer_cpu.md/0 | {
"file_path": "transformers/docs/source/ko/perf_infer_cpu.md",
"repo_id": "transformers",
"token_count": 3075
} | 258 |
- sections:
- local: index
title: ๐ค Transformers
- local: quicktour
title: Lawatan cepat
- local: installation
title: Pemasangan
title: Mulakan
- sections:
- local: pipeline_tutorial
title: Jalankan inferens dengan saluran paip
- local: autoclass_tutorial
title: Tuli... | transformers/docs/source/ms/_toctree.yml/0 | {
"file_path": "transformers/docs/source/ms/_toctree.yml",
"repo_id": "transformers",
"token_count": 12527
} | 259 |
<!--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/zh/fast_tokenizers.md/0 | {
"file_path": "transformers/docs/source/zh/fast_tokenizers.md",
"repo_id": "transformers",
"token_count": 1249
} | 260 |
<!---
Copyright 2021 The Google Flax Team Authors and 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/examples/flax/question-answering/README.md/0 | {
"file_path": "transformers/examples/flax/question-answering/README.md",
"repo_id": "transformers",
"token_count": 1047
} | 261 |
#!/usr/bin/env python
# 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/LI... | transformers/examples/flax/token-classification/run_flax_ner.py/0 | {
"file_path": "transformers/examples/flax/token-classification/run_flax_ner.py",
"repo_id": "transformers",
"token_count": 14777
} | 262 |
#!/usr/bin/env bash
# for seqeval metrics import
pip install -r ../requirements.txt
## The relevant files are currently on a shared Google
## drive at https://drive.google.com/drive/folders/1kC0I2UGl2ltrluI9NqDjaQJGw5iliw_J
## Monitor for changes and eventually migrate to use the `datasets` library
curl -L 'https://d... | transformers/examples/legacy/pytorch-lightning/run_ner.sh/0 | {
"file_path": "transformers/examples/legacy/pytorch-lightning/run_ner.sh",
"repo_id": "transformers",
"token_count": 724
} | 263 |
# 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/finetune_tpu.sh/0 | {
"file_path": "transformers/examples/legacy/seq2seq/finetune_tpu.sh",
"repo_id": "transformers",
"token_count": 323
} | 264 |
#!/usr/bin/env python
# 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... | transformers/examples/legacy/seq2seq/save_len_file.py/0 | {
"file_path": "transformers/examples/legacy/seq2seq/save_len_file.py",
"repo_id": "transformers",
"token_count": 869
} | 265 |
# 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/train_distil_marian_enro_tpu.sh/0 | {
"file_path": "transformers/examples/legacy/seq2seq/train_distil_marian_enro_tpu.sh",
"repo_id": "transformers",
"token_count": 559
} | 266 |
#!/usr/bin/env python
# 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/LI... | transformers/examples/pytorch/question-answering/run_qa_beam_search_no_trainer.py/0 | {
"file_path": "transformers/examples/pytorch/question-answering/run_qa_beam_search_no_trainer.py",
"repo_id": "transformers",
"token_count": 19782
} | 267 |
#!/usr/bin/env python
# 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 co... | transformers/examples/pytorch/text-generation/run_generation.py/0 | {
"file_path": "transformers/examples/pytorch/text-generation/run_generation.py",
"repo_id": "transformers",
"token_count": 6877
} | 268 |
# 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/examples/research_projects/adversarial/run_hans.py/0 | {
"file_path": "transformers/examples/research_projects/adversarial/run_hans.py",
"repo_id": "transformers",
"token_count": 3302
} | 269 |
# coding=utf-8
# Copyright 2019 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/examples/research_projects/bertabs/test_utils_summarization.py/0 | {
"file_path": "transformers/examples/research_projects/bertabs/test_utils_summarization.py",
"repo_id": "transformers",
"token_count": 1749
} | 270 |
import gzip
import json
import multiprocessing
import os
import re
import shutil
import time
from pathlib import Path
import numpy as np
from arguments import PreprocessingArguments
from datasets import load_dataset
from huggingface_hub.utils import insecure_hashlib
from minhash_deduplication import deduplicate_datase... | transformers/examples/research_projects/codeparrot/scripts/preprocessing.py/0 | {
"file_path": "transformers/examples/research_projects/codeparrot/scripts/preprocessing.py",
"repo_id": "transformers",
"token_count": 2776
} | 271 |
#!/bin/bash
export CUDA_VISIBLE_DEVICES=0
PATH_TO_DATA=/h/xinji/projects/GLUE
MODEL_TYPE=bert # bert or roberta
MODEL_SIZE=base # base or large
DATASET=MRPC # SST-2, MRPC, RTE, QNLI, QQP, or MNLI
MODEL_NAME=${MODEL_TYPE}-${MODEL_SIZE}
EPOCHS=10
if [ $MODEL_TYPE = 'bert' ]
then
EPOCHS=3
MODEL_NAME=${MODEL_NAME... | transformers/examples/research_projects/deebert/train_deebert.sh/0 | {
"file_path": "transformers/examples/research_projects/deebert/train_deebert.sh",
"repo_id": "transformers",
"token_count": 417
} | 272 |
{
"vocab_size": 50265,
"hidden_size": 768,
"num_hidden_layers": 6,
"num_attention_heads": 12,
"intermediate_size": 3072,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"attention_probs_dropout_prob": 0.1,
"max_position_embeddings": 514,
"type_vocab_size": 1,
"initializer_r... | transformers/examples/research_projects/distillation/training_configs/distilroberta-base.json/0 | {
"file_path": "transformers/examples/research_projects/distillation/training_configs/distilroberta-base.json",
"repo_id": "transformers",
"token_count": 178
} | 273 |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2021 The Google Research 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://... | transformers/examples/research_projects/jax-projects/model_parallel/partitions.py/0 | {
"file_path": "transformers/examples/research_projects/jax-projects/model_parallel/partitions.py",
"repo_id": "transformers",
"token_count": 1130
} | 274 |
import getopt
import json
import os
# import numpy as np
import sys
from collections import OrderedDict
import datasets
import numpy as np
import torch
from modeling_frcnn import GeneralizedRCNN
from processing_image import Preprocess
from utils import Config
"""
USAGE:
``python extracting_data.py -i <img_dir> -o ... | transformers/examples/research_projects/lxmert/extracting_data.py/0 | {
"file_path": "transformers/examples/research_projects/lxmert/extracting_data.py",
"repo_id": "transformers",
"token_count": 2528
} | 275 |
# 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 applicable law o... | transformers/examples/research_projects/movement-pruning/counts_parameters.py/0 | {
"file_path": "transformers/examples/research_projects/movement-pruning/counts_parameters.py",
"repo_id": "transformers",
"token_count": 1428
} | 276 |
# coding=utf-8
# Copyright 2021 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 at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required... | transformers/examples/research_projects/quantization-qdqbert/quant_trainer.py/0 | {
"file_path": "transformers/examples/research_projects/quantization-qdqbert/quant_trainer.py",
"repo_id": "transformers",
"token_count": 5091
} | 277 |
"""Finetuning script for RAG models. Adapted from examples.seq2seq.finetune.py"""
import argparse
import logging
import os
import sys
import time
from collections import defaultdict
from pathlib import Path
from typing import Any, Dict, List, Tuple
import numpy as np
import pytorch_lightning as pl
import torch
import... | transformers/examples/research_projects/rag/finetune_rag.py/0 | {
"file_path": "transformers/examples/research_projects/rag/finetune_rag.py",
"repo_id": "transformers",
"token_count": 11834
} | 278 |
# Script for verifying that run_bart_sum can be invoked from its directory
# Get tiny dataset with cnn_dm format (4 examples for train, val, test)
wget https://cdn-datasets.huggingface.co/summarization/cnn_tiny.tgz
tar -xzvf cnn_tiny.tgz
rm cnn_tiny.tgz
export OUTPUT_DIR_NAME=bart_utest_output
export CURRENT_DIR=${PW... | transformers/examples/research_projects/seq2seq-distillation/finetune_bart_tiny.sh/0 | {
"file_path": "transformers/examples/research_projects/seq2seq-distillation/finetune_bart_tiny.sh",
"repo_id": "transformers",
"token_count": 333
} | 279 |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2022 The 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.apac... | transformers/examples/research_projects/tapex/run_wikisql_with_tapex.py/0 | {
"file_path": "transformers/examples/research_projects/tapex/run_wikisql_with_tapex.py",
"repo_id": "transformers",
"token_count": 11008
} | 280 |
from datetime import datetime
import matplotlib.pyplot as plt
import torch
def freeze_module(module):
for param in module.parameters():
param.requires_grad = False
def get_device():
device = "cuda" if torch.cuda.is_available() else "cpu"
if torch.backends.mps.is_available() and torch.backends.m... | transformers/examples/research_projects/vqgan-clip/utils.py/0 | {
"file_path": "transformers/examples/research_projects/vqgan-clip/utils.py",
"repo_id": "transformers",
"token_count": 379
} | 281 |
#!/usr/bin/env python3
import logging
import sys
from dataclasses import dataclass, field
from typing import Any, Dict, List, Optional, Union
import librosa
import torch
from datasets import DatasetDict, load_dataset
from packaging import version
from torch import nn
from transformers import (
HfArgumentParser,
... | transformers/examples/research_projects/wav2vec2/run_pretrain.py/0 | {
"file_path": "transformers/examples/research_projects/wav2vec2/run_pretrain.py",
"repo_id": "transformers",
"token_count": 6513
} | 282 |
#!/usr/bin/env python
# coding=utf-8
# Copyright The HuggingFace 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.ap... | transformers/examples/tensorflow/multiple-choice/run_swag.py/0 | {
"file_path": "transformers/examples/tensorflow/multiple-choice/run_swag.py",
"repo_id": "transformers",
"token_count": 10190
} | 283 |
<!---
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/examples/tensorflow/translation/README.md/0 | {
"file_path": "transformers/examples/tensorflow/translation/README.md",
"repo_id": "transformers",
"token_count": 903
} | 284 |
#!/usr/bin/env python
# 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/scripts/fsmt/fsmt-make-super-tiny-model.py/0 | {
"file_path": "transformers/scripts/fsmt/fsmt-make-super-tiny-model.py",
"repo_id": "transformers",
"token_count": 1246
} | 285 |
# 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/run.py/0 | {
"file_path": "transformers/src/transformers/commands/run.py",
"repo_id": "transformers",
"token_count": 1665
} | 286 |
# 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/data/datasets/squad.py/0 | {
"file_path": "transformers/src/transformers/data/datasets/squad.py",
"repo_id": "transformers",
"token_count": 4006
} | 287 |
# 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/generation/__init__.py/0 | {
"file_path": "transformers/src/transformers/generation/__init__.py",
"repo_id": "transformers",
"token_count": 4888
} | 288 |
# 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/hf_argparser.py/0 | {
"file_path": "transformers/src/transformers/hf_argparser.py",
"repo_id": "transformers",
"token_count": 8210
} | 289 |
#include <torch/extension.h>
#include <ATen/ATen.h>
#include <vector>
std::vector<at::Tensor> fast_hash_ver1_kernel(
at::Tensor query_mask,
at::Tensor query_vector,
at::Tensor key_mask,
at::Tensor key_vector,
int num_hash_f,
int hash_code_len,
bool use_cuda
);
at::Tensor lsh_cumulation_ver1_kernel(
at... | transformers/src/transformers/kernels/yoso/fast_lsh_cumulation.h/0 | {
"file_path": "transformers/src/transformers/kernels/yoso/fast_lsh_cumulation.h",
"repo_id": "transformers",
"token_count": 639
} | 290 |
# 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/albert/configuration_albert.py/0 | {
"file_path": "transformers/src/transformers/models/albert/configuration_albert.py",
"repo_id": "transformers",
"token_count": 3412
} | 291 |
# 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/autoformer/configuration_autoformer.py/0 | {
"file_path": "transformers/src/transformers/models/autoformer/configuration_autoformer.py",
"repo_id": "transformers",
"token_count": 4684
} | 292 |
# 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/models/bert/convert_bert_pytorch_checkpoint_to_original_tf.py/0 | {
"file_path": "transformers/src/transformers/models/bert/convert_bert_pytorch_checkpoint_to_original_tf.py",
"repo_id": "transformers",
"token_count": 1657
} | 293 |
# 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/big_bird/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/big_bird/__init__.py",
"repo_id": "transformers",
"token_count": 1883
} | 294 |
# coding=utf-8
# Copyright 2023 The Salesforce 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/LI... | transformers/src/transformers/models/blip_2/modeling_blip_2.py/0 | {
"file_path": "transformers/src/transformers/models/blip_2/modeling_blip_2.py",
"repo_id": "transformers",
"token_count": 35021
} | 295 |
# coding=utf-8
# Copyright 2023-present NAVER Corp, The Microsoft Research Asia LayoutLM 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
#
# ht... | transformers/src/transformers/models/bros/modeling_bros.py/0 | {
"file_path": "transformers/src/transformers/models/bros/modeling_bros.py",
"repo_id": "transformers",
"token_count": 25108
} | 296 |
# Copyright 2022 The OFA-Sys 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/LICENSE-2.0
#
#... | transformers/src/transformers/models/chinese_clip/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/chinese_clip/__init__.py",
"repo_id": "transformers",
"token_count": 1106
} | 297 |
# 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/clvp/feature_extraction_clvp.py/0 | {
"file_path": "transformers/src/transformers/models/clvp/feature_extraction_clvp.py",
"repo_id": "transformers",
"token_count": 4454
} | 298 |
# 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
#
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# coding=utf-8
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# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
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# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
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#
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# You may obtain a copy of the License at
#
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# coding=utf-8
# Copyright 2022 The HuggingFace Team 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
#
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#
# 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
#
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# 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
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# 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
#
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# coding=utf-8
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#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
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# 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/rigid_utils.py/0 | {
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# Copyright 2019-present CNRS, Facebook Inc. 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/flaubert/modeling_flaubert.py/0 | {
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#
# 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
#
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# Copyright 2020 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
#
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# 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
#
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# 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
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# Copyright 2021 The EleutherAI and HuggingFace Teams. 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
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# 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/groupvit/convert_groupvit_nvlab_to_hf.py/0 | {
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# coding=utf-8
# Copyright 2021 The I-BERT Authors (Sehoon Kim, Amir Gholami, Zhewei Yao,
# Michael Mahoney, Kurt Keutzer - UC Berkeley) and The HuggingFace Inc. team.
# Copyright (c) 20121, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use t... | transformers/src/transformers/models/ibert/quant_modules.py/0 | {
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# coding=utf-8
# Copyright 2023 Amazon 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
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# Copyright 2020 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
#
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# Copyright 2022 LongT5 Authors 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
#
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# Copyright 2021 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/LICENSE-2.0
#
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# coding=utf-8
# Copyright 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
#
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#
# 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/mobilenet_v1/configuration_mobilenet_v1.py/0 | {
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# coding=utf-8
# Copyright 2022 Apple 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-2... | transformers/src/transformers/models/mobilevit/modeling_mobilevit.py/0 | {
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# 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/mra/configuration_mra.py/0 | {
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# 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
#
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# 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
#
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# 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
#
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# Copyright 2020 Google 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
#
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# 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
#
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# 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
#
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#
# 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
#
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# 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
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# 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/segformer/image_processing_segformer.py/0 | {
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# 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
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# coding=utf-8
# Copyright 2021 Tel AViv University, AllenAI 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
#
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# 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
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# 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
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# 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
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#
# 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
#
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# 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
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# 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
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# coding=utf-8
# Copyright 2022 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
#
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# Copyright 2022 The HuggingFace Inc. team.
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# 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
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# Unless required by applicable... | transformers/src/transformers/models/whisper/feature_extraction_whisper.py/0 | {
"file_path": "transformers/src/transformers/models/whisper/feature_extraction_whisper.py",
"repo_id": "transformers",
"token_count": 5404
} | 342 |
# coding=utf-8
# Copyright 2021 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/xglm/modeling_flax_xglm.py/0 | {
"file_path": "transformers/src/transformers/models/xglm/modeling_flax_xglm.py",
"repo_id": "transformers",
"token_count": 14613
} | 343 |
# coding=utf-8
# Copyright 2018 Google AI, Google Brain and Carnegie Mellon University 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://ww... | transformers/src/transformers/models/xlnet/tokenization_xlnet_fast.py/0 | {
"file_path": "transformers/src/transformers/models/xlnet/tokenization_xlnet_fast.py",
"repo_id": "transformers",
"token_count": 4172
} | 344 |
# 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/onnx/__main__.py/0 | {
"file_path": "transformers/src/transformers/onnx/__main__.py",
"repo_id": "transformers",
"token_count": 3988
} | 345 |
from typing import Dict
import numpy as np
from ..utils import add_end_docstrings, is_tf_available, is_torch_available, logging
from .base import GenericTensor, Pipeline, PipelineException, build_pipeline_init_args
if is_tf_available():
import tensorflow as tf
from ..tf_utils import stable_softmax
if is_... | transformers/src/transformers/pipelines/fill_mask.py/0 | {
"file_path": "transformers/src/transformers/pipelines/fill_mask.py",
"repo_id": "transformers",
"token_count": 4992
} | 346 |
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
} | 347 |
#!/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_question_answering.py/0 | {
"file_path": "transformers/src/transformers/tools/image_question_answering.py",
"repo_id": "transformers",
"token_count": 646
} | 348 |
# 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_seq2seq.py/0 | {
"file_path": "transformers/src/transformers/training_args_seq2seq.py",
"repo_id": "transformers",
"token_count": 1641
} | 349 |
# This file is autogenerated by the command `make fix-copies`, do not edit.
from ..utils import DummyObject, requires_backends
class TFBertTokenizer(metaclass=DummyObject):
_backends = ["tensorflow_text"]
def __init__(self, *args, **kwargs):
requires_backends(self, ["tensorflow_text"])
| transformers/src/transformers/utils/dummy_tensorflow_text_objects.py/0 | {
"file_path": "transformers/src/transformers/utils/dummy_tensorflow_text_objects.py",
"repo_id": "transformers",
"token_count": 109
} | 350 |
# 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_tf_{{cookiecutter.lowercase_modelname}}.py/0 | {
"file_path": "transformers/templates/adding_a_new_model/cookiecutter-template-{{cookiecutter.modelname}}/test_modeling_tf_{{cookiecutter.lowercase_modelname}}.py",
"repo_id": "transformers",
"token_count": 17346
} | 351 |
{
"modelname": "NewTFENCDEC",
"uppercase_modelname": "NEW_TF_ENC_DEC",
"lowercase_modelname": "new_tf_enc_dec_template",
"camelcase_modelname": "NewTFEncDec",
"authors": "The HuggingFace Team",
"checkpoint_identifier": "new-tf-enc-dec-base_template",
"tokenizer_type": "Based on BART",
"generate_tensorfl... | transformers/templates/adding_a_new_model/tests/tf-seq-2-seq-bart-tokenizer.json/0 | {
"file_path": "transformers/templates/adding_a_new_model/tests/tf-seq-2-seq-bart-tokenizer.json",
"repo_id": "transformers",
"token_count": 159
} | 352 |
# coding=utf-8
# Copyright 2023 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_streamers.py/0 | {
"file_path": "transformers/tests/generation/test_streamers.py",
"repo_id": "transformers",
"token_count": 2340
} | 353 |
# 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/audio_spectrogram_transformer/test_feature_extraction_audio_spectrogram_transformer.py/0 | {
"file_path": "transformers/tests/models/audio_spectrogram_transformer/test_feature_extraction_audio_spectrogram_transformer.py",
"repo_id": "transformers",
"token_count": 3869
} | 354 |
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