text stringlengths 7 324k | id stringlengths 14 166 | metadata dict | __index_level_0__ int64 0 463 |
|---|---|---|---|
<!---
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 ... | transformers/docs/source/it/pr_checks.md/0 | {
"file_path": "transformers/docs/source/it/pr_checks.md",
"repo_id": "transformers",
"token_count": 2370
} | 260 |
<!--Copyright 2021 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/ja/model_doc/bartpho.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/bartpho.md",
"repo_id": "transformers",
"token_count": 1761
} | 261 |
<!--Copyright 2023 The Intel Labs Team Authors, The Microsoft Research Team Authors and HuggingFace Inc. team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache... | transformers/docs/source/ja/model_doc/bridgetower.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/bridgetower.md",
"repo_id": "transformers",
"token_count": 3672
} | 262 |
<!--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/cpm.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/cpm.md",
"repo_id": "transformers",
"token_count": 1259
} | 263 |
<!--
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 agree... | transformers/docs/source/ja/model_sharing.md/0 | {
"file_path": "transformers/docs/source/ja/model_sharing.md",
"repo_id": "transformers",
"token_count": 5372
} | 264 |
<!--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/idefics.md/0 | {
"file_path": "transformers/docs/source/ja/tasks/idefics.md",
"repo_id": "transformers",
"token_count": 9887
} | 265 |
- sections:
- local: index
title: ð€ Transformers
- local: quicktour
title: ëë¬ë³Žêž°
- local: installation
title: ì€ì¹ë°©ë²
title: ììíêž°
- sections:
- local: pipeline_tutorial
title: PipelineìŒë¡ ì¶ë¡ íêž°
- local: autoclass_tutorial
title: AutoClassë¡ ì¬ì íìµë ìžì€íŽì€ ë¡ëíêž°
- local: preprocessing
title: ... | transformers/docs/source/ko/_toctree.yml/0 | {
"file_path": "transformers/docs/source/ko/_toctree.yml",
"repo_id": "transformers",
"token_count": 12639
} | 266 |
<!--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/generation_strategies.md/0 | {
"file_path": "transformers/docs/source/ko/generation_strategies.md",
"repo_id": "transformers",
"token_count": 13401
} | 267 |
<!--Copyright 2022 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/ko/perf_infer_cpu.md/0 | {
"file_path": "transformers/docs/source/ko/perf_infer_cpu.md",
"repo_id": "transformers",
"token_count": 3075
} | 268 |
- sections:
- local: index
title: ð€ Transformers
- local: quicktour
title: Lawatan cepat
- local: installation
title: Pemasangan
title: Mulakan
- sections:
- local: pipeline_tutorial
title: Jalankan inferens dengan saluran paip
- local: autoclass_tutorial
title: Tuli... | transformers/docs/source/ms/_toctree.yml/0 | {
"file_path": "transformers/docs/source/ms/_toctree.yml",
"repo_id": "transformers",
"token_count": 12527
} | 269 |
<!--Copyright 2020 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/zh/custom_models.md/0 | {
"file_path": "transformers/docs/source/zh/custom_models.md",
"repo_id": "transformers",
"token_count": 7975
} | 270 |
<!--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/zh/llm_tutorial.md/0 | {
"file_path": "transformers/docs/source/zh/llm_tutorial.md",
"repo_id": "transformers",
"token_count": 7107
} | 271 |
<!--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/zh/main_classes/quantization.md/0 | {
"file_path": "transformers/docs/source/zh/main_classes/quantization.md",
"repo_id": "transformers",
"token_count": 14178
} | 272 |
<!--
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 agree... | transformers/docs/source/zh/tasks/asr.md/0 | {
"file_path": "transformers/docs/source/zh/tasks/asr.md",
"repo_id": "transformers",
"token_count": 7410
} | 273 |
#!/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/flax/language-modeling/run_bart_dlm_flax.py/0 | {
"file_path": "transformers/examples/flax/language-modeling/run_bart_dlm_flax.py",
"repo_id": "transformers",
"token_count": 18512
} | 274 |
<!---
Copyright 2021 The Google Flax Team Authors and HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless r... | transformers/examples/flax/text-classification/README.md/0 | {
"file_path": "transformers/examples/flax/text-classification/README.md",
"repo_id": "transformers",
"token_count": 2760
} | 275 |
<!---
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 ... | transformers/examples/legacy/seq2seq/README.md/0 | {
"file_path": "transformers/examples/legacy/seq2seq/README.md",
"repo_id": "transformers",
"token_count": 5089
} | 276 |
### Motivation
Without processing, english-> romanian mbart-large-en-ro gets BLEU score 26.8 on the WMT data.
With post processing, it can score 37..
Here is the postprocessing code, stolen from @mjpost in this [issue](https://github.com/pytorch/fairseq/issues/1758)
### Instructions
Note: You need to have your test_... | transformers/examples/legacy/seq2seq/romanian_postprocessing.md/0 | {
"file_path": "transformers/examples/legacy/seq2seq/romanian_postprocessing.md",
"repo_id": "transformers",
"token_count": 723
} | 277 |
import logging
import os
from typing import List, TextIO, Union
from conllu import parse_incr
from utils_ner import InputExample, Split, TokenClassificationTask
logger = logging.getLogger(__name__)
class NER(TokenClassificationTask):
def __init__(self, label_idx=-1):
# in NER datasets, the last column ... | transformers/examples/legacy/token-classification/tasks.py/0 | {
"file_path": "transformers/examples/legacy/token-classification/tasks.py",
"repo_id": "transformers",
"token_count": 3163
} | 278 |
#!/usr/bin/env python
# coding=utf-8
# Copyright The HuggingFace Team and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.ap... | transformers/examples/pytorch/multiple-choice/run_swag.py/0 | {
"file_path": "transformers/examples/pytorch/multiple-choice/run_swag.py",
"repo_id": "transformers",
"token_count": 8510
} | 279 |
# 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/examples/pytorch/semantic-segmentation/run_semantic_segmentation_no_trainer.py/0 | {
"file_path": "transformers/examples/pytorch/semantic-segmentation/run_semantic_segmentation_no_trainer.py",
"repo_id": "transformers",
"token_count": 12266
} | 280 |
# 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
} | 281 |
#!/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
} | 282 |
# 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": 1864
} | 283 |
# 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
} | 284 |
#!/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": 10617
} | 285 |
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
} | 286 |
# 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
} | 287 |
# Sample script to finetune RAG using Ray for distributed retrieval.
# Add parent directory to python path to access lightning_base.py
export PYTHONPATH="../":"${PYTHONPATH}"
#creates the custom knowlegebase
python use_own_knowledge_dataset.py \
--csv_path /DIR/SQUAD-KB/squad-kb.csv \
--output_dir /DIR/SQUA... | transformers/examples/research_projects/rag-end2end-retriever/finetune_rag_ray_end2end.sh/0 | {
"file_path": "transformers/examples/research_projects/rag-end2end-retriever/finetune_rag_ray_end2end.sh",
"repo_id": "transformers",
"token_count": 876
} | 288 |
import os
import sys
sys.path.insert(1, os.path.dirname(os.path.realpath(__file__)))
| transformers/examples/research_projects/rag/__init__.py/0 | {
"file_path": "transformers/examples/research_projects/rag/__init__.py",
"repo_id": "transformers",
"token_count": 34
} | 289 |
#!/usr/bin/env python
import os
from pathlib import Path
from typing import Dict, List
import fire
import torch
from transformers import AutoModelForSeq2SeqLM, AutoTokenizer
from transformers.utils.logging import get_logger
logger = get_logger(__name__)
def remove_prefix(text: str, prefix: str):
if text.star... | transformers/examples/research_projects/seq2seq-distillation/convert_pl_checkpoint_to_hf.py/0 | {
"file_path": "transformers/examples/research_projects/seq2seq-distillation/convert_pl_checkpoint_to_hf.py",
"repo_id": "transformers",
"token_count": 1017
} | 290 |
#!/usr/bin/env bash
export PYTHONPATH="../":"${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
} | 291 |
#!/usr/bin/env bash
python run_asr.py \
--output_dir="./wav2vec2-large-lv60-timit-asr" \
--num_train_epochs="30" \
--per_device_train_batch_size="2" \
--per_device_eval_batch_size="2" \
--gradient_accumulation_steps="4" \
--evaluation_strategy="steps" \
--save_steps="500" \
--eval_steps="100" \
--logging_steps="50" \
-... | transformers/examples/research_projects/wav2vec2/finetune_large_lv60_timit_asr.sh/0 | {
"file_path": "transformers/examples/research_projects/wav2vec2/finetune_large_lv60_timit_asr.sh",
"repo_id": "transformers",
"token_count": 276
} | 292 |
<!---
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 a... | transformers/examples/tensorflow/README.md/0 | {
"file_path": "transformers/examples/tensorflow/README.md",
"repo_id": "transformers",
"token_count": 731
} | 293 |
#!/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/tensorflow/language-modeling-tpu/train_unigram.py/0 | {
"file_path": "transformers/examples/tensorflow/language-modeling-tpu/train_unigram.py",
"repo_id": "transformers",
"token_count": 1489
} | 294 |
<!---
Copyright 2021 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or ... | transformers/examples/tensorflow/text-classification/README.md/0 | {
"file_path": "transformers/examples/tensorflow/text-classification/README.md",
"repo_id": "transformers",
"token_count": 1693
} | 295 |
#!/usr/bin/env python
#
# This a `torch.distributed` diagnostics script that checks that all GPUs in the cluster (one or
# many nodes) can talk to each other via nccl and allocate gpu memory.
#
# To run first adjust the number of processes and nodes:
#
# python -m torch.distributed.run --nproc_per_node 2 --nnodes 1 to... | transformers/scripts/distributed/torch-distributed-gpu-test.py/0 | {
"file_path": "transformers/scripts/distributed/torch-distributed-gpu-test.py",
"repo_id": "transformers",
"token_count": 1240
} | 296 |
<!---
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 ... | transformers/scripts/tatoeba/README.md/0 | {
"file_path": "transformers/scripts/tatoeba/README.md",
"repo_id": "transformers",
"token_count": 761
} | 297 |
# 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/add_new_model.py/0 | {
"file_path": "transformers/src/transformers/commands/add_new_model.py",
"repo_id": "transformers",
"token_count": 5123
} | 298 |
# 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/convert_slow_tokenizers_checkpoints_to_fast.py/0 | {
"file_path": "transformers/src/transformers/convert_slow_tokenizers_checkpoints_to_fast.py",
"repo_id": "transformers",
"token_count": 1993
} | 299 |
# 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/deepspeed.py/0 | {
"file_path": "transformers/src/transformers/deepspeed.py",
"repo_id": "transformers",
"token_count": 432
} | 300 |
# 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/generation/streamers.py/0 | {
"file_path": "transformers/src/transformers/generation/streamers.py",
"repo_id": "transformers",
"token_count": 3625
} | 301 |
# 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/integrations/deepspeed.py/0 | {
"file_path": "transformers/src/transformers/integrations/deepspeed.py",
"repo_id": "transformers",
"token_count": 7316
} | 302 |
// File from https://github.com/mlpen/YOSO/blob/main/encoders/backbones/efficient_attentions/yoso/yoso_v1/cuda/fast_lsh_cumulation.cu
#include <torch/extension.h>
#include <ATen/ATen.h>
#include "fast_lsh_cumulation.h"
#include "fast_lsh_cumulation_cuda.h"
#include "common_cuda.h"
#include "common.h"
#include <vector>... | transformers/src/transformers/kernels/yoso/fast_lsh_cumulation.cu/0 | {
"file_path": "transformers/src/transformers/kernels/yoso/fast_lsh_cumulation.cu",
"repo_id": "transformers",
"token_count": 8662
} | 303 |
# 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/models/albert/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/albert/__init__.py",
"repo_id": "transformers",
"token_count": 2259
} | 304 |
# 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": 12290
} | 305 |
# 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");
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# You may obtain a copy of the License at
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# You may obtain a copy of the License at
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# You may obtain a copy of the License at
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# 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");
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# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# You may obtain a copy of the License at
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# Copyright 2023 The HuggingFace and Baidu Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
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# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Copyright 2021 AlQuraishi Laboratory
# Copyright 2021 DeepMind Technologies Limited
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# Licensed under the Apache License, Version 2.0 (the "License");
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# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# You may obtain a copy of the License at
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# Licensed under the Apache License, Version 2.0 (the "License");
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# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
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# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
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# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
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# 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");
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# 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");
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# 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");
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# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# coding=utf-8
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# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# 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");
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# 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");
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# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# You may obtain a copy of the License at
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# Licensed under the Apache License, Version 2.0 (the "License");
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# 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
#
# http://www.apache.org/licenses/LICENSE-2.0
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# coding=utf-8
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# Licensed under the Apache License, Version 2.0 (the "License");
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# 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");
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# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Licensed under the Apache License, Version 2.0 (the "License");
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# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# You may obtain a copy of the License at
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# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
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# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# You may obtain a copy of the License at
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# coding=utf-8
# Copyright 2024 BigCode 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/starcoder2/configuration_starcoder2.py/0 | {
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# coding=utf-8
# Copyright 2022 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/swin2sr/modeling_swin2sr.py/0 | {
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# 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
#
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# 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
#
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# 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
#
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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 applicabl... | transformers/src/transformers/models/univnet/convert_univnet.py/0 | {
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# 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/vilt/convert_vilt_original_to_pytorch.py/0 | {
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# coding=utf-8
# Copyright 2021 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/vision_text_dual_encoder/modeling_flax_vision_text_dual_encoder.py/0 | {
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# coding=utf-8
# Copyright 2021 Google AI, Ross Wightman, The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
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# coding=utf-8
# 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/vitdet/configuration_vitdet.py/0 | {
"file_path": "transformers/src/transformers/models/vitdet/configuration_vitdet.py",
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