text stringlengths 7 318k | id stringlengths 14 166 | metadata dict | __index_level_0__ int64 0 439 |
|---|---|---|---|
# 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/.circleci/create_circleci_config.py/0 | {
"file_path": "transformers/.circleci/create_circleci_config.py",
"repo_id": "transformers",
"token_count": 12789
} | 227 |
local base = import 'templates/base.libsonnet';
local tpus = import 'templates/tpus.libsonnet';
local utils = import "templates/utils.libsonnet";
local volumes = import "templates/volumes.libsonnet";
local bertBaseCased = base.BaseTest {
frameworkPrefix: "hf",
modelName: "bert-base-cased",
mode: "example",
con... | transformers/docker/transformers-pytorch-tpu/bert-base-cased.jsonnet/0 | {
"file_path": "transformers/docker/transformers-pytorch-tpu/bert-base-cased.jsonnet",
"repo_id": "transformers",
"token_count": 371
} | 228 |
<!--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/de/llm_tutorial.md/0 | {
"file_path": "transformers/docs/source/de/llm_tutorial.md",
"repo_id": "transformers",
"token_count": 4764
} | 229 |
<!--Copyright 2020 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/add_new_pipeline.md/0 | {
"file_path": "transformers/docs/source/en/add_new_pipeline.md",
"repo_id": "transformers",
"token_count": 3395
} | 230 |
<!--Copyright 2023 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/fsdp.md/0 | {
"file_path": "transformers/docs/source/en/fsdp.md",
"repo_id": "transformers",
"token_count": 2239
} | 231 |
<!--Copyright 2023 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/llm_tutorial.md/0 | {
"file_path": "transformers/docs/source/en/llm_tutorial.md",
"repo_id": "transformers",
"token_count": 4361
} | 232 |
<!--Copyright 2020 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/main_classes/pipelines.md/0 | {
"file_path": "transformers/docs/source/en/main_classes/pipelines.md",
"repo_id": "transformers",
"token_count": 4530
} | 233 |
<!--Copyright 2021 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/beit.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/beit.md",
"repo_id": "transformers",
"token_count": 2186
} | 234 |
<!--Copyright 2022 The HuggingFace Team and The OpenBMB 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 app... | transformers/docs/source/en/model_doc/cpmant.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/cpmant.md",
"repo_id": "transformers",
"token_count": 534
} | 235 |
<!--Copyright 2020 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/distilbert.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/distilbert.md",
"repo_id": "transformers",
"token_count": 4619
} | 236 |
<!--Copyright 2023 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/flan-ul2.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/flan-ul2.md",
"repo_id": "transformers",
"token_count": 785
} | 237 |
<!--Copyright 2021 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/gptj.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/gptj.md",
"repo_id": "transformers",
"token_count": 2807
} | 238 |
<!--Copyright 2021 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/layoutxlm.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/layoutxlm.md",
"repo_id": "transformers",
"token_count": 981
} | 239 |
<!--Copyright 2022 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/opt.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/opt.md",
"repo_id": "transformers",
"token_count": 2500
} | 240 |
<!--Copyright 2023 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/pvt.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/pvt.md",
"repo_id": "transformers",
"token_count": 1048
} | 241 |
<!--Copyright 2021 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/unispeech.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/unispeech.md",
"repo_id": "transformers",
"token_count": 853
} | 242 |
<!--Copyright 2021 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/xls_r.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/xls_r.md",
"repo_id": "transformers",
"token_count": 782
} | 243 |
<!--Copyright 2022 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/perf_train_cpu.md/0 | {
"file_path": "transformers/docs/source/en/perf_train_cpu.md",
"repo_id": "transformers",
"token_count": 1266
} | 244 |
<!--Copyright 2023 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/tasks/prompting.md/0 | {
"file_path": "transformers/docs/source/en/tasks/prompting.md",
"repo_id": "transformers",
"token_count": 5565
} | 245 |
<!--Copyright 2020 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/tokenizer_summary.md/0 | {
"file_path": "transformers/docs/source/en/tokenizer_summary.md",
"repo_id": "transformers",
"token_count": 4925
} | 246 |
<!--Copyright 2021 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/es/debugging.md/0 | {
"file_path": "transformers/docs/source/es/debugging.md",
"repo_id": "transformers",
"token_count": 5532
} | 247 |
- sections:
- local: pipeline_tutorial
title: पाइपलाइनों के साथ अनुमान चलाएँ | transformers/docs/source/hi/_toctree.yml/0 | {
"file_path": "transformers/docs/source/hi/_toctree.yml",
"repo_id": "transformers",
"token_count": 65
} | 248 |
<!---
Copyright 2020 The HuggingFace Team. Tutti i diritti riservati.
Concesso in licenza in base alla Licenza Apache, Versione 2.0 (la "Licenza");
non è possibile utilizzare questo file se non in conformità con la Licenza.
È possibile ottenere una copia della Licenza all'indirizzo
http://www.apache.org/licenses/LICE... | transformers/docs/source/it/migration.md/0 | {
"file_path": "transformers/docs/source/it/migration.md",
"repo_id": "transformers",
"token_count": 5542
} | 249 |
<!--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/it/run_scripts.md/0 | {
"file_path": "transformers/docs/source/it/run_scripts.md",
"repo_id": "transformers",
"token_count": 6803
} | 250 |
<!--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/custom_tools.md/0 | {
"file_path": "transformers/docs/source/ja/custom_tools.md",
"repo_id": "transformers",
"token_count": 15513
} | 251 |
<!--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/llm_tutorial.md/0 | {
"file_path": "transformers/docs/source/ja/llm_tutorial.md",
"repo_id": "transformers",
"token_count": 5622
} | 252 |
<!--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/main_classes/quantization.md/0 | {
"file_path": "transformers/docs/source/ja/main_classes/quantization.md",
"repo_id": "transformers",
"token_count": 10631
} | 253 |
<!--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/ja/model_doc/cvt.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/cvt.md",
"repo_id": "transformers",
"token_count": 2379
} | 254 |
<!--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/pad_truncation.md/0 | {
"file_path": "transformers/docs/source/ja/pad_truncation.md",
"repo_id": "transformers",
"token_count": 4228
} | 255 |
<!--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/perplexity.md/0 | {
"file_path": "transformers/docs/source/ja/perplexity.md",
"repo_id": "transformers",
"token_count": 4040
} | 256 |
<!--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/image_to_image.md/0 | {
"file_path": "transformers/docs/source/ja/tasks/image_to_image.md",
"repo_id": "transformers",
"token_count": 2420
} | 257 |
<!--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/visual_question_answering.md/0 | {
"file_path": "transformers/docs/source/ja/tasks/visual_question_answering.md",
"repo_id": "transformers",
"token_count": 7952
} | 258 |
<!--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/add_new_pipeline.md/0 | {
"file_path": "transformers/docs/source/ko/add_new_pipeline.md",
"repo_id": "transformers",
"token_count": 7790
} | 259 |
<!---
Copyright 2022 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or ... | transformers/docs/source/ko/installation.md/0 | {
"file_path": "transformers/docs/source/ko/installation.md",
"repo_id": "transformers",
"token_count": 6886
} | 260 |
<!--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_train_cpu_many.md/0 | {
"file_path": "transformers/docs/source/ko/perf_train_cpu_many.md",
"repo_id": "transformers",
"token_count": 4043
} | 261 |
<!--Copyright 2022 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/ko/tasks/audio_classification.md/0 | {
"file_path": "transformers/docs/source/ko/tasks/audio_classification.md",
"repo_id": "transformers",
"token_count": 8151
} | 262 |
<!--Copyright 2023 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/ko/tasks/visual_question_answering.md/0 | {
"file_path": "transformers/docs/source/ko/tasks/visual_question_answering.md",
"repo_id": "transformers",
"token_count": 11287
} | 263 |
<!--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/pt/accelerate.md/0 | {
"file_path": "transformers/docs/source/pt/accelerate.md",
"repo_id": "transformers",
"token_count": 1904
} | 264 |
<!---
Copyright 2022 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or ... | transformers/docs/source/zh/perf_hardware.md/0 | {
"file_path": "transformers/docs/source/zh/perf_hardware.md",
"repo_id": "transformers",
"token_count": 3935
} | 265 |
<!---
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 ... | transformers/examples/flax/speech-recognition/README.md/0 | {
"file_path": "transformers/examples/flax/speech-recognition/README.md",
"repo_id": "transformers",
"token_count": 1039
} | 266 |
# 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/legacy/question-answering/run_squad_trainer.py/0 | {
"file_path": "transformers/examples/legacy/question-answering/run_squad_trainer.py",
"repo_id": "transformers",
"token_count": 2569
} | 267 |
# Copyright 2020 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/examples/legacy/seq2seq/old_test_datasets.py/0 | {
"file_path": "transformers/examples/legacy/seq2seq/old_test_datasets.py",
"repo_id": "transformers",
"token_count": 5148
} | 268 |
# 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/seq2seq_training_args.py/0 | {
"file_path": "transformers/examples/legacy/seq2seq/seq2seq_training_args.py",
"repo_id": "transformers",
"token_count": 888
} | 269 |
# coding=utf-8
# Copyright 2021 The HuggingFace Team All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless require... | transformers/examples/pytorch/question-answering/trainer_seq2seq_qa.py/0 | {
"file_path": "transformers/examples/pytorch/question-answering/trainer_seq2seq_qa.py",
"repo_id": "transformers",
"token_count": 3076
} | 270 |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2021 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE... | transformers/examples/pytorch/summarization/run_summarization.py/0 | {
"file_path": "transformers/examples/pytorch/summarization/run_summarization.py",
"repo_id": "transformers",
"token_count": 13859
} | 271 |
# coding=utf-8
# Copyright 2020 Google AI, Google Brain, the HuggingFace Inc. team and Microsoft Corporation.
#
# 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/lic... | transformers/examples/research_projects/bert-loses-patience/pabee/modeling_pabee_albert.py/0 | {
"file_path": "transformers/examples/research_projects/bert-loses-patience/pabee/modeling_pabee_albert.py",
"repo_id": "transformers",
"token_count": 6311
} | 272 |
#!/usr/bin/env python3
""" This script is adapted from the Bertology pruning code (https://github.com/huggingface/transformers/blob/783d7d2629e97c5f0c5f9ef01b8c66410275c204/examples/research_projects/bertology/run_bertology.py)
to prune GPT-like models. The author is @altsoph.
"""
import argparse
import logging
import... | transformers/examples/research_projects/bertology/run_prune_gpt.py/0 | {
"file_path": "transformers/examples/research_projects/bertology/run_prune_gpt.py",
"repo_id": "transformers",
"token_count": 6338
} | 273 |
import logging
import torch
from accelerate import Accelerator
from arguments import EvaluationArguments
from datasets import load_dataset
from torch.utils.data import IterableDataset
from torch.utils.data.dataloader import DataLoader
from transformers import AutoModelForCausalLM, AutoTokenizer, HfArgumentParser, set... | transformers/examples/research_projects/codeparrot/scripts/validation_loss.py/0 | {
"file_path": "transformers/examples/research_projects/codeparrot/scripts/validation_loss.py",
"repo_id": "transformers",
"token_count": 1471
} | 274 |
# coding=utf-8
# Copyright 2019-present, the HuggingFace Inc. team and Facebook, 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
#
# Un... | transformers/examples/research_projects/distillation/lm_seqs_dataset.py/0 | {
"file_path": "transformers/examples/research_projects/distillation/lm_seqs_dataset.py",
"repo_id": "transformers",
"token_count": 2821
} | 275 |
import os
import jsonlines
import numpy as np
from tqdm import tqdm
DOC_STRIDE = 2048
MAX_LENGTH = 4096
SEED = 42
PROCESS_TRAIN = os.environ.pop("PROCESS_TRAIN", "false")
CATEGORY_MAPPING = {"null": 0, "short": 1, "long": 2, "yes": 3, "no": 4}
def _get_single_answer(example):
def choose_first(answer, is_long_a... | transformers/examples/research_projects/jax-projects/big_bird/prepare_natural_questions.py/0 | {
"file_path": "transformers/examples/research_projects/jax-projects/big_bird/prepare_natural_questions.py",
"repo_id": "transformers",
"token_count": 5324
} | 276 |
<!---
Copyright 2022 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or ... | transformers/examples/research_projects/layoutlmv3/README.md/0 | {
"file_path": "transformers/examples/research_projects/layoutlmv3/README.md",
"repo_id": "transformers",
"token_count": 969
} | 277 |
"""
coding=utf-8
Copyright 2018, Antonio Mendoza Hao Tan, Mohit Bansal, Huggingface team :)
Adapted From Facebook Inc, Detectron2
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://w... | transformers/examples/research_projects/lxmert/utils.py/0 | {
"file_path": "transformers/examples/research_projects/lxmert/utils.py",
"repo_id": "transformers",
"token_count": 8356
} | 278 |
from .binarizer import MagnitudeBinarizer, ThresholdBinarizer, TopKBinarizer
from .masked_nn import MaskedLinear
| transformers/examples/research_projects/movement-pruning/emmental/modules/__init__.py/0 | {
"file_path": "transformers/examples/research_projects/movement-pruning/emmental/modules/__init__.py",
"repo_id": "transformers",
"token_count": 35
} | 279 |
# End-to-End finetuning of RAG (including DPR retriever) for Question Answering.
This finetuning script is actively maintained by [Shamane Siri](https://github.com/shamanez). Feel free to ask questions on the [Forum](https://discuss.huggingface.co/) or post an issue on [GitHub](https://github.com/huggingface/transform... | transformers/examples/research_projects/rag-end2end-retriever/README.md/0 | {
"file_path": "transformers/examples/research_projects/rag-end2end-retriever/README.md",
"repo_id": "transformers",
"token_count": 1044
} | 280 |
# Add parent directory to python path to access lightning_base.py
export PYTHONPATH="../":"${PYTHONPATH}"
#creates the custom knowlegebase
python use_own_knowledge_dataset.py
# Start a single-node Ray cluster.
ray start --head
# A sample finetuning run, you need to specify data_dir, output_dir and model_name_or_pat... | transformers/examples/research_projects/rag-end2end-retriever/test_run/test_finetune.sh/0 | {
"file_path": "transformers/examples/research_projects/rag-end2end-retriever/test_run/test_finetune.sh",
"repo_id": "transformers",
"token_count": 651
} | 281 |
"""
This script reads DPR retriever training data and parses each datapoint. We save a line per datapoint.
Each line consists of the query followed by a tab-separated list of Wikipedia page titles constituting
positive contexts for a given query.
"""
import argparse
import json
from tqdm import tqdm
def main():
... | transformers/examples/research_projects/rag/parse_dpr_relevance_data.py/0 | {
"file_path": "transformers/examples/research_projects/rag/parse_dpr_relevance_data.py",
"repo_id": "transformers",
"token_count": 559
} | 282 |
#!/usr/bin/env python
import argparse
import os
import sys
from unittest.mock import patch
import pytorch_lightning as pl
import timeout_decorator
import torch
from distillation import SummarizationDistiller, distill_main
from finetune import SummarizationModule, main
from transformers import MarianMTModel
from tran... | transformers/examples/research_projects/seq2seq-distillation/_test_bash_script.py/0 | {
"file_path": "transformers/examples/research_projects/seq2seq-distillation/_test_bash_script.py",
"repo_id": "transformers",
"token_count": 3934
} | 283 |
import warnings
from pathlib import Path
from typing import List, Tuple, Union
import fire
from torch import nn
from transformers import AutoModelForSeq2SeqLM, AutoTokenizer, PreTrainedModel
from transformers.utils import logging
logger = logging.get_logger(__name__)
def copy_layers(src_layers: nn.ModuleList, des... | transformers/examples/research_projects/seq2seq-distillation/make_student.py/0 | {
"file_path": "transformers/examples/research_projects/seq2seq-distillation/make_student.py",
"repo_id": "transformers",
"token_count": 3522
} | 284 |
<jupyter_start><jupyter_code># %pip install-r requirements.txt<jupyter_output><empty_output><jupyter_text>**Note**: This demo is adapted from the LXMERT Demo present here: https://github.com/huggingface/transformers/tree/main/examples/research_projects/lxmert<jupyter_code>from IPython.display import Image, display
impo... | transformers/examples/research_projects/visual_bert/demo.ipynb/0 | {
"file_path": "transformers/examples/research_projects/visual_bert/demo.ipynb",
"repo_id": "transformers",
"token_count": 1630
} | 285 |
{
"fp16": {
"enabled": "auto",
"loss_scale": 0,
"loss_scale_window": 1000,
"initial_scale_power": 16,
"hysteresis": 2,
"min_loss_scale": 1
},
"optimizer": {
"type": "AdamW",
"params": {
"lr": "auto",
"betas": "auto",
... | transformers/examples/research_projects/wav2vec2/ds_config_wav2vec2_zero2.json/0 | {
"file_path": "transformers/examples/research_projects/wav2vec2/ds_config_wav2vec2_zero2.json",
"repo_id": "transformers",
"token_count": 669
} | 286 |
#!/usr/bin/env python
# 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/LI... | transformers/examples/tensorflow/image-classification/run_image_classification.py/0 | {
"file_path": "transformers/examples/tensorflow/image-classification/run_image_classification.py",
"repo_id": "transformers",
"token_count": 10735
} | 287 |
## 🔥 Model cards now live inside each huggingface.co model repo 🔥
For consistency, ease of use and scalability, `README.md` model cards now live directly inside each model repo on the HuggingFace model hub.
### How to update a model card
You can directly update a model card inside any model repo you have **write ... | transformers/model_cards/README.md/0 | {
"file_path": "transformers/model_cards/README.md",
"repo_id": "transformers",
"token_count": 296
} | 288 |
#!/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/scripts/fsmt/gen-card-facebook-wmt19.py/0 | {
"file_path": "transformers/scripts/fsmt/gen-card-facebook-wmt19.py",
"repo_id": "transformers",
"token_count": 2078
} | 289 |
# coding=utf-8
# Copyright 2018 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 copy of the License at
#
# http://www.a... | transformers/src/transformers/benchmark/benchmark_args_utils.py/0 | {
"file_path": "transformers/src/transformers/benchmark/benchmark_args_utils.py",
"repo_id": "transformers",
"token_count": 2417
} | 290 |
# 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/user.py/0 | {
"file_path": "transformers/src/transformers/commands/user.py",
"repo_id": "transformers",
"token_count": 3107
} | 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/data/processors/glue.py/0 | {
"file_path": "transformers/src/transformers/data/processors/glue.py",
"repo_id": "transformers",
"token_count": 10214
} | 292 |
# 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/generation/configuration_utils.py/0 | {
"file_path": "transformers/src/transformers/generation/configuration_utils.py",
"repo_id": "transformers",
"token_count": 21834
} | 293 |
# 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/image_utils.py/0 | {
"file_path": "transformers/src/transformers/image_utils.py",
"repo_id": "transformers",
"token_count": 11878
} | 294 |
#include "cuda_kernel.h"
//////////////////////////////////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////////////////////////////////////////////////////////
__global__ void index_max_cuda_kernel(
float *index_vals, // [batch_size, 32, num_block... | transformers/src/transformers/kernels/mra/cuda_kernel.cu/0 | {
"file_path": "transformers/src/transformers/kernels/mra/cuda_kernel.cu",
"repo_id": "transformers",
"token_count": 5563
} | 295 |
# 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/modelcard.py/0 | {
"file_path": "transformers/src/transformers/modelcard.py",
"repo_id": "transformers",
"token_count": 15615
} | 296 |
# coding=utf-8
# Copyright 2018 The OpenAI Team Authors and 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 copy of the License... | transformers/src/transformers/models/albert/modeling_tf_albert.py/0 | {
"file_path": "transformers/src/transformers/models/albert/modeling_tf_albert.py",
"repo_id": "transformers",
"token_count": 29581
} | 297 |
# coding=utf-8
# Copyright 2022 MIT 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/audio_spectrogram_transformer/modeling_audio_spectrogram_transformer.py/0 | {
"file_path": "transformers/src/transformers/models/audio_spectrogram_transformer/modeling_audio_spectrogram_transformer.py",
"repo_id": "transformers",
"token_count": 10667
} | 298 |
"""Convert Bark checkpoint."""
import argparse
import os
from pathlib import Path
import torch
from bark.generation import _load_model as _bark_load_model
from huggingface_hub import hf_hub_download
from transformers import EncodecConfig, EncodecModel, set_seed
from transformers.models.bark.configuration_bark import ... | transformers/src/transformers/models/bark/convert_suno_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/bark/convert_suno_to_hf.py",
"repo_id": "transformers",
"token_count": 3746
} | 299 |
# coding=utf-8
# Copyright 2021 VinAI 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 req... | transformers/src/transformers/models/bartpho/tokenization_bartpho.py/0 | {
"file_path": "transformers/src/transformers/models/bartpho/tokenization_bartpho.py",
"repo_id": "transformers",
"token_count": 6062
} | 300 |
# 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/bert/modeling_tf_bert.py/0 | {
"file_path": "transformers/src/transformers/models/bert/modeling_tf_bert.py",
"repo_id": "transformers",
"token_count": 40992
} | 301 |
# coding=utf-8
# Copyright 2021 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/big_bird/modeling_flax_big_bird.py/0 | {
"file_path": "transformers/src/transformers/models/big_bird/modeling_flax_big_bird.py",
"repo_id": "transformers",
"token_count": 50764
} | 302 |
# coding=utf-8
# Copyright 2022 Google 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.... | transformers/src/transformers/models/bit/modeling_bit.py/0 | {
"file_path": "transformers/src/transformers/models/bit/modeling_bit.py",
"repo_id": "transformers",
"token_count": 13873
} | 303 |
# 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/blip/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/blip/__init__.py",
"repo_id": "transformers",
"token_count": 1565
} | 304 |
# 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/bloom/convert_bloom_original_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/bloom/convert_bloom_original_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 4802
} | 305 |
# coding=utf-8
# Copyright 2021 T5 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
#
# Unless required by... | transformers/src/transformers/models/byt5/tokenization_byt5.py/0 | {
"file_path": "transformers/src/transformers/models/byt5/tokenization_byt5.py",
"repo_id": "transformers",
"token_count": 4279
} | 306 |
# coding=utf-8
# Copyright 2021 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/clip/modeling_tf_clip.py/0 | {
"file_path": "transformers/src/transformers/models/clip/modeling_tf_clip.py",
"repo_id": "transformers",
"token_count": 25977
} | 307 |
# 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/tokenization_clvp.py/0 | {
"file_path": "transformers/src/transformers/models/clvp/tokenization_clvp.py",
"repo_id": "transformers",
"token_count": 6732
} | 308 |
# coding=utf-8
# Copyright 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... | transformers/src/transformers/models/convbert/configuration_convbert.py/0 | {
"file_path": "transformers/src/transformers/models/convbert/configuration_convbert.py",
"repo_id": "transformers",
"token_count": 2852
} | 309 |
# 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/cvt/convert_cvt_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/cvt/convert_cvt_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 6355
} | 310 |
# coding=utf-8
# Copyright 2020 Microsoft and the Hugging Face 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 require... | transformers/src/transformers/models/deberta/modeling_deberta.py/0 | {
"file_path": "transformers/src/transformers/models/deberta/modeling_deberta.py",
"repo_id": "transformers",
"token_count": 25656
} | 311 |
# 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/deprecated/mctct/feature_extraction_mctct.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/mctct/feature_extraction_mctct.py",
"repo_id": "transformers",
"token_count": 5577
} | 312 |
# 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/depth_anything/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/depth_anything/__init__.py",
"repo_id": "transformers",
"token_count": 645
} | 313 |
# coding=utf-8
# Copyright 2023 Snapchat 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/LI... | transformers/src/transformers/models/efficientformer/modeling_tf_efficientformer.py/0 | {
"file_path": "transformers/src/transformers/models/efficientformer/modeling_tf_efficientformer.py",
"repo_id": "transformers",
"token_count": 21601
} | 314 |
# 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/encodec/convert_encodec_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/encodec/convert_encodec_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 7119
} | 315 |
# coding=utf-8
# Copyright 2022 Meta 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/esm/configuration_esm.py/0 | {
"file_path": "transformers/src/transformers/models/esm/configuration_esm.py",
"repo_id": "transformers",
"token_count": 6006
} | 316 |
# coding=utf-8
# Copyright 2023 the Falcon 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 at
#
# http://www.apache.org/licenses/LICE... | transformers/src/transformers/models/falcon/configuration_falcon.py/0 | {
"file_path": "transformers/src/transformers/models/falcon/configuration_falcon.py",
"repo_id": "transformers",
"token_count": 3585
} | 317 |
# coding=utf-8
# Copyright 2022 Meta Platforms authors and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LI... | transformers/src/transformers/models/flava/configuration_flava.py/0 | {
"file_path": "transformers/src/transformers/models/flava/configuration_flava.py",
"repo_id": "transformers",
"token_count": 15116
} | 318 |
# 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/src/transformers/models/focalnet/modeling_focalnet.py/0 | {
"file_path": "transformers/src/transformers/models/focalnet/modeling_focalnet.py",
"repo_id": "transformers",
"token_count": 18401
} | 319 |
# 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/fuyu/image_processing_fuyu.py/0 | {
"file_path": "transformers/src/transformers/models/fuyu/image_processing_fuyu.py",
"repo_id": "transformers",
"token_count": 14899
} | 320 |
# coding=utf-8
# Copyright 2018 The OpenAI Team Authors and 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 copy of the License... | transformers/src/transformers/models/gpt2/configuration_gpt2.py/0 | {
"file_path": "transformers/src/transformers/models/gpt2/configuration_gpt2.py",
"repo_id": "transformers",
"token_count": 5141
} | 321 |
# coding=utf-8
# Copyright 2020 The Google AI Language Team Authors, Allegro.pl, 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://ww... | transformers/src/transformers/models/herbert/tokenization_herbert.py/0 | {
"file_path": "transformers/src/transformers/models/herbert/tokenization_herbert.py",
"repo_id": "transformers",
"token_count": 11759
} | 322 |
# 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/idefics/modeling_idefics.py/0 | {
"file_path": "transformers/src/transformers/models/idefics/modeling_idefics.py",
"repo_id": "transformers",
"token_count": 31688
} | 323 |
# 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/instructblip/modeling_instructblip.py/0 | {
"file_path": "transformers/src/transformers/models/instructblip/modeling_instructblip.py",
"repo_id": "transformers",
"token_count": 29777
} | 324 |
# 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/layoutlmv3/processing_layoutlmv3.py/0 | {
"file_path": "transformers/src/transformers/models/layoutlmv3/processing_layoutlmv3.py",
"repo_id": "transformers",
"token_count": 3523
} | 325 |
# 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/llava/modeling_llava.py/0 | {
"file_path": "transformers/src/transformers/models/llava/modeling_llava.py",
"repo_id": "transformers",
"token_count": 11976
} | 326 |
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