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the License. You may obtain a copy of the License at
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Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/persimmon.md/0 | {
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the License. You may obtain a copy of the License at
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Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/rt_detr_v2.md/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
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Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/splinter.md/0 | {
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<!--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
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Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/textnet.md/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
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Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/vivit.md/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
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Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/xlsr_wav2vec2.md/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
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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
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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
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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
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Unless required by applicable law or agreed... | transformers/docs/source/en/tasks/translation.md/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
Unless required by applicable law or ... | transformers/docs/source/es/installation.md/0 | {
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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
Unless required by applicable law or agreed... | transformers/docs/source/es/task_summary.md/0 | {
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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 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/perf_infer_gpu_one.md/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 2020 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/ja/model_doc/auto.md/0 | {
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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
Unless required by applicable law or agreed... | transformers/docs/source/ja/model_doc/blenderbot.md/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
Unless required by applicable law or agreed... | transformers/docs/source/ja/model_doc/codegen.md/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 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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Licensed under the Apache License, Version 2.0 (the "License"); you may 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
Unless required by applicable law or agreed... | transformers/docs/source/ja/tasks/question_answering.md/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 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/ko/conversations.md/0 | {
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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
Unless required by applicable law or agreed... | transformers/docs/source/ko/main_classes/logging.md/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
Unless required by applicable law or agreed... | transformers/docs/source/ko/model_doc/biogpt.md/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
Unless required by applicable law or agreed... | transformers/docs/source/ko/model_doc/informer.md/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
Unless required by applicable law or agreed... | transformers/docs/source/ko/model_doc/time_series_transformer.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/time_series_transformer.md",
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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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"file_path": "transformers/docs/source/ko/perf_train_cpu.md",
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"token_count": 2394
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<!--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
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<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/ko/tasks/mask_generation.md/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 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/create_a_model.md/0 | {
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- sections:
- local: index
title: 🤗 Transformers
title: Get started | transformers/docs/source/tr/_toctree.yml/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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<!--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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<!--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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} | 348 |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2022 The HuggingFace Team All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-... | transformers/examples/flax/image-captioning/create_model_from_encoder_decoder_models.py/0 | {
"file_path": "transformers/examples/flax/image-captioning/create_model_from_encoder_decoder_models.py",
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"token_count": 1634
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#!/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/LI... | transformers/examples/flax/speech-recognition/run_flax_speech_recognition_seq2seq.py/0 | {
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"token_count": 15150
} | 350 |
# 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/benchmarking/plot_csv_file.py/0 | {
"file_path": "transformers/examples/legacy/benchmarking/plot_csv_file.py",
"repo_id": "transformers",
"token_count": 2909
} | 351 |
# Copyright 2020 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/examples/legacy/seq2seq/old_test_seq2seq_examples.py/0 | {
"file_path": "transformers/examples/legacy/seq2seq/old_test_seq2seq_examples.py",
"repo_id": "transformers",
"token_count": 2127
} | 352 |
{
"en-ru": {
"src": [
"Welsh AMs worried about 'looking like muppets'",
"There is consternation among some AMs at a suggestion their title should change to MWPs (Member of the Welsh Parliament).",
"It has arisen because of plans to change the name of the assembly to the Welsh Parliament.",
... | transformers/examples/legacy/seq2seq/test_data/fsmt/fsmt_val_data.json/0 | {
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"token_count": 4034
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## 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://drive.google.com/uc?export=download&id=1Jjhbal535VVz2ap4v4r_rN1UEHTdLK5P' \
| grep -v "... | transformers/examples/legacy/token-classification/run.sh/0 | {
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"repo_id": "transformers",
"token_count": 648
} | 354 |
from transformers.models.llama.configuration_llama import LlamaConfig
# Example where we only want to only add a new config argument and new arg doc
# here there is no `ARG` so we are gonna take parent doc
class MyNewModelConfig(LlamaConfig):
r"""
new_param (`int`, *optional*, defaults to `False`):
A ... | transformers/examples/modular-transformers/modular_my_new_model.py/0 | {
"file_path": "transformers/examples/modular-transformers/modular_my_new_model.py",
"repo_id": "transformers",
"token_count": 201
} | 355 |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2022 The HuggingFace Team All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-... | transformers/examples/pytorch/contrastive-image-text/run_clip.py/0 | {
"file_path": "transformers/examples/pytorch/contrastive-image-text/run_clip.py",
"repo_id": "transformers",
"token_count": 8783
} | 356 |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2020 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LI... | transformers/examples/pytorch/language-modeling/run_clm.py/0 | {
"file_path": "transformers/examples/pytorch/language-modeling/run_clm.py",
"repo_id": "transformers",
"token_count": 11824
} | 357 |
# coding=utf-8
# Copyright 2018 HuggingFace Inc..
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or a... | transformers/examples/pytorch/old_test_xla_examples.py/0 | {
"file_path": "transformers/examples/pytorch/old_test_xla_examples.py",
"repo_id": "transformers",
"token_count": 1249
} | 358 |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2020 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LI... | transformers/examples/pytorch/text-classification/run_glue.py/0 | {
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"repo_id": "transformers",
"token_count": 11492
} | 359 |
# Text Summarization with Pretrained Encoders
This folder contains part of the code necessary to reproduce the results on abstractive summarization from the article [Text Summarization with Pretrained Encoders](https://arxiv.org/pdf/1908.08345.pdf) by [Yang Liu](https://nlp-yang.github.io/) and [Mirella Lapata](https:... | transformers/examples/research_projects/bertabs/README.md/0 | {
"file_path": "transformers/examples/research_projects/bertabs/README.md",
"repo_id": "transformers",
"token_count": 909
} | 360 |
#!/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}
if [ $MODEL_TYPE = 'bert' ]
then
MODEL_NAME=${MODEL_NAME}-uncased
fi
python... | transformers/examples/research_projects/deebert/eval_deebert.sh/0 | {
"file_path": "transformers/examples/research_projects/deebert/eval_deebert.sh",
"repo_id": "transformers",
"token_count": 360
} | 361 |
# coding=utf-8
# Copyright 2019-present, the HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by a... | transformers/examples/research_projects/distillation/scripts/extract_distilbert.py/0 | {
"file_path": "transformers/examples/research_projects/distillation/scripts/extract_distilbert.py",
"repo_id": "transformers",
"token_count": 1865
} | 362 |
# Information Gain Filtration(IGF)
Authors @Tuko @mraunak
This folder contains the code how to implement IGF for finetuning on GPT-2.
## What is IGF?
Here we present a general fine-tuning method that we call information gain filtration for improving the overall training efficiency and final
performance of language... | transformers/examples/research_projects/information-gain-filtration/README.md/0 | {
"file_path": "transformers/examples/research_projects/information-gain-filtration/README.md",
"repo_id": "transformers",
"token_count": 1461
} | 363 |
#!/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/research_projects/jax-projects/dataset-streaming/run_mlm_flax_stream.py/0 | {
"file_path": "transformers/examples/research_projects/jax-projects/dataset-streaming/run_mlm_flax_stream.py",
"repo_id": "transformers",
"token_count": 10618
} | 364 |
import functools
import math
import os # noqa: F401
from random import choice, randint
from time import time
import datasets # noqa: F401
import faiss # noqa: F401
import numpy as np
import pandas as pd
import torch
import torch.utils.checkpoint as checkpoint
from elasticsearch import Elasticsearch # noqa: F401
fr... | transformers/examples/research_projects/longform-qa/eli5_utils.py/0 | {
"file_path": "transformers/examples/research_projects/longform-qa/eli5_utils.py",
"repo_id": "transformers",
"token_count": 13301
} | 365 |
# coding=utf-8
# Copyright 2020 The HuggingFace Team All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless require... | transformers/examples/research_projects/mlm_wwm/run_mlm_wwm.py/0 | {
"file_path": "transformers/examples/research_projects/mlm_wwm/run_mlm_wwm.py",
"repo_id": "transformers",
"token_count": 7241
} | 366 |
# Sample script to finetune RAG using Ray for distributed retrieval.
# Add parent directory to python path to access lightning_base.py
export PYTHONPATH="../":"${PYTHONPATH}"
#creates the custom knowlegebase
python use_own_knowledge_dataset.py \
--csv_path /DIR/SQUAD-KB/squad-kb.csv \
--output_dir /DIR/SQUA... | transformers/examples/research_projects/rag-end2end-retriever/finetune_rag_ray_end2end.sh/0 | {
"file_path": "transformers/examples/research_projects/rag-end2end-retriever/finetune_rag_ray_end2end.sh",
"repo_id": "transformers",
"token_count": 876
} | 367 |
#!/usr/bin/env python
import os
from pathlib import Path
from typing import Dict, List
import fire
import torch
from transformers import AutoModelForSeq2SeqLM, AutoTokenizer
from transformers.utils.logging import get_logger
logger = get_logger(__name__)
def remove_prefix(text: str, prefix: str):
if text.star... | transformers/examples/research_projects/seq2seq-distillation/convert_pl_checkpoint_to_hf.py/0 | {
"file_path": "transformers/examples/research_projects/seq2seq-distillation/convert_pl_checkpoint_to_hf.py",
"repo_id": "transformers",
"token_count": 1017
} | 368 |
#!/usr/bin/env bash
export PYTHONPATH="../":"${PYTHONPATH}"
export BS=32
export GAS=1
python finetune.py \
--learning_rate=3e-5 \
--fp16 \
--gpus 1 \
--do_train \
--do_predict \
--val_check_interval 0.25 \
--n_val 500 \
--num_train_epochs 2 \
--freeze_encoder --freeze_embeds --data... | transformers/examples/research_projects/seq2seq-distillation/train_distilbart_cnn.sh/0 | {
"file_path": "transformers/examples/research_projects/seq2seq-distillation/train_distilbart_cnn.sh",
"repo_id": "transformers",
"token_count": 292
} | 369 |
# VisualBERT Demo
This demo shows usage of VisualBERT VQA model and is adapted from LXMERT demo present [here](https://github.com/huggingface/transformers/blob/main/examples/research_projects/lxmert/demo.ipynb).
1. make a virtualenv: ``virtualenv venv`` and activate ``source venv/bin/activate``
2. install reqs: ``pip ... | transformers/examples/research_projects/visual_bert/README.md/0 | {
"file_path": "transformers/examples/research_projects/visual_bert/README.md",
"repo_id": "transformers",
"token_count": 127
} | 370 |
# Parts of the code are adapted from the snippets provided in the TorchAudio Wav2Vec forced alignment tutorial.
# The full tutorial can be found here: https://pytorch.org/audio/stable/tutorials/forced_alignment_tutorial.html
import argparse
import os
from dataclasses import dataclass
import torch
import torchaudio
fr... | transformers/examples/research_projects/wav2vec2/alignment.py/0 | {
"file_path": "transformers/examples/research_projects/wav2vec2/alignment.py",
"repo_id": "transformers",
"token_count": 4170
} | 371 |
<!---
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/xtreme-s/README.md/0 | {
"file_path": "transformers/examples/research_projects/xtreme-s/README.md",
"repo_id": "transformers",
"token_count": 3399
} | 372 |
#!/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/tensorflow/summarization/run_summarization.py/0 | {
"file_path": "transformers/examples/tensorflow/summarization/run_summarization.py",
"repo_id": "transformers",
"token_count": 13633
} | 373 |
from collections import Counter
import datasets
import transformers
from transformers.convert_slow_tokenizer import SLOW_TO_FAST_CONVERTERS
from transformers.utils import logging
logging.set_verbosity_info()
TOKENIZER_CLASSES = {
name: (getattr(transformers, name), getattr(transformers, name + "Fast")) for nam... | transformers/scripts/check_tokenizers.py/0 | {
"file_path": "transformers/scripts/check_tokenizers.py",
"repo_id": "transformers",
"token_count": 2569
} | 374 |
#!/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/pegasus/build_test_sample_spm_no_bos.py/0 | {
"file_path": "transformers/scripts/pegasus/build_test_sample_spm_no_bos.py",
"repo_id": "transformers",
"token_count": 391
} | 375 |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2024 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/L... | transformers/src/transformers/agents/monitoring.py/0 | {
"file_path": "transformers/src/transformers/agents/monitoring.py",
"repo_id": "transformers",
"token_count": 1934
} | 376 |
# 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/env.py/0 | {
"file_path": "transformers/src/transformers/commands/env.py",
"repo_id": "transformers",
"token_count": 2634
} | 377 |
# 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
} | 378 |
from abc import ABC, abstractmethod
from typing import List, Optional
class Constraint(ABC):
r"""Abstract base class for all constraints that can be applied during generation.
It must define how the constraint can be satisfied.
All classes that inherit Constraint must follow the requirement that
```... | transformers/src/transformers/generation/beam_constraints.py/0 | {
"file_path": "transformers/src/transformers/generation/beam_constraints.py",
"repo_id": "transformers",
"token_count": 8383
} | 379 |
# 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/image_processing_utils.py/0 | {
"file_path": "transformers/src/transformers/image_processing_utils.py",
"repo_id": "transformers",
"token_count": 5283
} | 380 |
# coding=utf-8
# Copyright 2024 Tri Dao, Albert Gu, Technological Innovation Institute 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... | transformers/src/transformers/kernels/falcon_mamba/selective_scan_with_ln_interface.py/0 | {
"file_path": "transformers/src/transformers/kernels/falcon_mamba/selective_scan_with_ln_interface.py",
"repo_id": "transformers",
"token_count": 10691
} | 381 |
#include <torch/extension.h>
#include <ATen/ATen.h>
#include "fast_lsh_cumulation.h"
#include "common_cuda.h"
#include <vector>
std::vector<at::Tensor> fast_hash(
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,
... | transformers/src/transformers/kernels/yoso/fast_lsh_cumulation_torch.cpp/0 | {
"file_path": "transformers/src/transformers/kernels/yoso/fast_lsh_cumulation_torch.cpp",
"repo_id": "transformers",
"token_count": 1498
} | 382 |
# coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | transformers/src/transformers/modeling_tf_pytorch_utils.py/0 | {
"file_path": "transformers/src/transformers/modeling_tf_pytorch_utils.py",
"repo_id": "transformers",
"token_count": 11602
} | 383 |
# 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/align/processing_align.py/0 | {
"file_path": "transformers/src/transformers/models/align/processing_align.py",
"repo_id": "transformers",
"token_count": 2868
} | 384 |
# 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": 11719
} | 385 |
# coding=utf-8
# Copyright 2024 IBM 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/bamba/convert_mamba_ssm_checkpoint.py/0 | {
"file_path": "transformers/src/transformers/models/bamba/convert_mamba_ssm_checkpoint.py",
"repo_id": "transformers",
"token_count": 4209
} | 386 |
# coding=utf-8
# Copyright (c) 2020, VinAI Research and the HuggingFace Inc. team.
# Copyright 2018 The Open AI Team Authors and The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of th... | transformers/src/transformers/models/bertweet/tokenization_bertweet.py/0 | {
"file_path": "transformers/src/transformers/models/bertweet/tokenization_bertweet.py",
"repo_id": "transformers",
"token_count": 12056
} | 387 |
# coding=utf-8
# Copyright 2022 The HuggingFace Team and Microsoft Research AI4Science. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lice... | transformers/src/transformers/models/biogpt/tokenization_biogpt.py/0 | {
"file_path": "transformers/src/transformers/models/biogpt/tokenization_biogpt.py",
"repo_id": "transformers",
"token_count": 6040
} | 388 |
# 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/blip_2/configuration_blip_2.py/0 | {
"file_path": "transformers/src/transformers/models/blip_2/configuration_blip_2.py",
"repo_id": "transformers",
"token_count": 6042
} | 389 |
# 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/configuration_bros.py/0 | {
"file_path": "transformers/src/transformers/models/bros/configuration_bros.py",
"repo_id": "transformers",
"token_count": 2489
} | 390 |
# coding=utf-8
# Copyright 2021 Google AI 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/canine/modeling_canine.py/0 | {
"file_path": "transformers/src/transformers/models/canine/modeling_canine.py",
"repo_id": "transformers",
"token_count": 31308
} | 391 |
# 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/clap/configuration_clap.py/0 | {
"file_path": "transformers/src/transformers/models/clap/configuration_clap.py",
"repo_id": "transformers",
"token_count": 7177
} | 392 |
# coding=utf-8
# Copyright 2021 The Open AI Team Authors and The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# ... | transformers/src/transformers/models/clip/tokenization_clip_fast.py/0 | {
"file_path": "transformers/src/transformers/models/clip/tokenization_clip_fast.py",
"repo_id": "transformers",
"token_count": 2732
} | 393 |
# 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/code_llama/tokenization_code_llama_fast.py/0 | {
"file_path": "transformers/src/transformers/models/code_llama/tokenization_code_llama_fast.py",
"repo_id": "transformers",
"token_count": 6708
} | 394 |
# coding=utf-8
# Copyright 2024 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/colpali/configuration_colpali.py/0 | {
"file_path": "transformers/src/transformers/models/colpali/configuration_colpali.py",
"repo_id": "transformers",
"token_count": 1682
} | 395 |
# 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/data2vec/modeling_data2vec_audio.py/0 | {
"file_path": "transformers/src/transformers/models/data2vec/modeling_data2vec_audio.py",
"repo_id": "transformers",
"token_count": 33675
} | 396 |
# coding=utf-8
# Copyright 2021 Microsoft and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.... | transformers/src/transformers/models/deberta_v2/modeling_tf_deberta_v2.py/0 | {
"file_path": "transformers/src/transformers/models/deberta_v2/modeling_tf_deberta_v2.py",
"repo_id": "transformers",
"token_count": 36541
} | 397 |
# coding=utf-8
# Copyright 2021 Facebook AI Research (FAIR) 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/l... | transformers/src/transformers/models/deit/configuration_deit.py/0 | {
"file_path": "transformers/src/transformers/models/deit/configuration_deit.py",
"repo_id": "transformers",
"token_count": 2165
} | 398 |
# 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/deprecated/efficientformer/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/efficientformer/__init__.py",
"repo_id": "transformers",
"token_count": 1135
} | 399 |
# Copyright (c) Microsoft Corporation and HuggingFace
# Licensed under the MIT License.
import cython
cimport numpy
from cython.parallel cimport parallel, prange
import numpy as np
# Reduce this number if matrices are too big for large graphs
UNREACHABLE_NODE_DISTANCE = 510
def floyd_warshall(adjacency_matrix):
... | transformers/src/transformers/models/deprecated/graphormer/algos_graphormer.pyx/0 | {
"file_path": "transformers/src/transformers/models/deprecated/graphormer/algos_graphormer.pyx",
"repo_id": "transformers",
"token_count": 1752
} | 400 |
# 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/deprecated/mega/convert_mega_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/mega/convert_mega_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 4994
} | 401 |
# coding=utf-8
# Copyright 2021 NVIDIA Corporation and The HuggingFace Team.
# Copyright (c) 2018-2021, 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 ... | transformers/src/transformers/models/deprecated/qdqbert/modeling_qdqbert.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/qdqbert/modeling_qdqbert.py",
"repo_id": "transformers",
"token_count": 32943
} | 402 |
# coding=utf-8
# Copyright 2021 The Facebook 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/LI... | transformers/src/transformers/models/deprecated/speech_to_text_2/tokenization_speech_to_text_2.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/speech_to_text_2/tokenization_speech_to_text_2.py",
"repo_id": "transformers",
"token_count": 3922
} | 403 |
# coding=utf-8
# Copyright 2023 MURGe-Lab 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/deprecated/tvlt/configuration_tvlt.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
#
# Unless required by applicable... | transformers/src/transformers/models/dpt/convert_dinov2_depth_to_hf.py/0 | {
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"repo_id": "transformers",
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# coding=utf-8
# Copyright 2019 The Google AI Language 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/LICEN... | transformers/src/transformers/models/electra/modeling_electra.py/0 | {
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"repo_id": "transformers",
"token_count": 31847
} | 406 |
# coding=utf-8
# Copyright 2023 Meta Platforms, Inc. and affiliates, 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.apa... | transformers/src/transformers/models/encodec/modeling_encodec.py/0 | {
"file_path": "transformers/src/transformers/models/encodec/modeling_encodec.py",
"repo_id": "transformers",
"token_count": 14036
} | 407 |
# Copyright 2021 AlQuraishi Laboratory
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may 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 to i... | transformers/src/transformers/models/esm/openfold_utils/chunk_utils.py/0 | {
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"repo_id": "transformers",
"token_count": 6590
} | 408 |
# 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/fsmt/convert_fsmt_original_pytorch_checkpoint_to_pytorch.py/0 | {
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"repo_id": "transformers",
"token_count": 4617
} | 409 |
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