text stringlengths 96 319k | id stringlengths 14 178 | metadata dict |
|---|---|---|
<!--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/decision_transformer.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/decision_transformer.md",
"repo_id": "transformers",
"token_count": 1068
} |
<!--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/perf_infer_gpu_many.md/0 | {
"file_path": "transformers/docs/source/ja/perf_infer_gpu_many.md",
"repo_id": "transformers",
"token_count": 2558
} |
<!---
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/docs/source/ja/pr_checks.md/0 | {
"file_path": "transformers/docs/source/ja/pr_checks.md",
"repo_id": "transformers",
"token_count": 5982
} |
<!--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/monocular_depth_estimation.md/0 | {
"file_path": "transformers/docs/source/ja/tasks/monocular_depth_estimation.md",
"repo_id": "transformers",
"token_count": 2264
} |
<!--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/testing.md/0 | {
"file_path": "transformers/docs/source/ja/testing.md",
"repo_id": "transformers",
"token_count": 22730
} |
<!--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/big_models.md/0 | {
"file_path": "transformers/docs/source/ko/big_models.md",
"repo_id": "transformers",
"token_count": 4438
} |
<!---
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": 6893
} |
<!--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/data_collator.md/0 | {
"file_path": "transformers/docs/source/ko/main_classes/data_collator.md",
"repo_id": "transformers",
"token_count": 1249
} |
<!--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/model_doc/gemma.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/gemma.md",
"repo_id": "transformers",
"token_count": 1657
} |
<!--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/model_doc/rag.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/rag.md",
"repo_id": "transformers",
"token_count": 3640
} |
<!--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 to... | transformers/docs/source/ko/peft.md/0 | {
"file_path": "transformers/docs/source/ko/peft.md",
"repo_id": "transformers",
"token_count": 5059
} |
<!--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/quantization/awq.md/0 | {
"file_path": "transformers/docs/source/ko/quantization/awq.md",
"repo_id": "transformers",
"token_count": 7298
} |
<!--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/image_feature_extraction.md/0 | {
"file_path": "transformers/docs/source/ko/tasks/image_feature_extraction.md",
"repo_id": "transformers",
"token_count": 3518
} |
<!--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/video_classification.md/0 | {
"file_path": "transformers/docs/source/ko/tasks/video_classification.md",
"repo_id": "transformers",
"token_count": 13625
} |
<!---
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/docs/source/zh/performance.md/0 | {
"file_path": "transformers/docs/source/zh/performance.md",
"repo_id": "transformers",
"token_count": 2220
} |
#!/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/question-answering/run_qa.py/0 | {
"file_path": "transformers/examples/flax/question-answering/run_qa.py",
"repo_id": "transformers",
"token_count": 19983
} |
#### Fine-tuning BERT on SQuAD1.0 with relative position embeddings
The following examples show how to fine-tune BERT models with different relative position embeddings. The BERT model
`google-bert/bert-base-uncased` was pretrained with default absolute position embeddings. We provide the following pretrained
models... | transformers/examples/legacy/question-answering/README.md/0 | {
"file_path": "transformers/examples/legacy/question-answering/README.md",
"repo_id": "transformers",
"token_count": 1768
} |
#!/usr/bin/env python
# Copyright 2020 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless... | transformers/examples/legacy/seq2seq/minify_dataset.py/0 | {
"file_path": "transformers/examples/legacy/seq2seq/minify_dataset.py",
"repo_id": "transformers",
"token_count": 398
} |
# 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/sentence_splitter.py/0 | {
"file_path": "transformers/examples/legacy/seq2seq/sentence_splitter.py",
"repo_id": "transformers",
"token_count": 403
} |
# Copyright 2020 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/examples/legacy/seq2seq/train_mbart_cc25_enro.sh/0 | {
"file_path": "transformers/examples/legacy/seq2seq/train_mbart_cc25_enro.sh",
"repo_id": "transformers",
"token_count": 500
} |
from typing import List, Optional, Tuple, Union
import torch
from transformers.models.bert.modeling_bert import BertModel
from ...modeling_outputs import BaseModelOutputWithPoolingAndCrossAttentions
class DummyBertModel(BertModel):
def forward(
self,
input_ids: Optional[torch.Tensor] = None,
... | transformers/examples/modular-transformers/modular_dummy_bert.py/0 | {
"file_path": "transformers/examples/modular-transformers/modular_dummy_bert.py",
"repo_id": "transformers",
"token_count": 432
} |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2021 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LI... | transformers/examples/pytorch/audio-classification/run_audio_classification.py/0 | {
"file_path": "transformers/examples/pytorch/audio-classification/run_audio_classification.py",
"repo_id": "transformers",
"token_count": 6999
} |
#!/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/LI... | transformers/examples/pytorch/instance-segmentation/run_instance_segmentation.py/0 | {
"file_path": "transformers/examples/pytorch/instance-segmentation/run_instance_segmentation.py",
"repo_id": "transformers",
"token_count": 7485
} |
<!---
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 ... | transformers/examples/pytorch/object-detection/README.md/0 | {
"file_path": "transformers/examples/pytorch/object-detection/README.md",
"repo_id": "transformers",
"token_count": 3363
} |
# 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/test_pytorch_examples.py/0 | {
"file_path": "transformers/examples/pytorch/test_pytorch_examples.py",
"repo_id": "transformers",
"token_count": 12107
} |
# coding=utf-8
# Copyright 2020 The Google AI Language Team Authors, The HuggingFace Inc. team and Microsoft Corporation.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.... | transformers/examples/research_projects/bert-loses-patience/run_glue_with_pabee.py/0 | {
"file_path": "transformers/examples/research_projects/bert-loses-patience/run_glue_with_pabee.py",
"repo_id": "transformers",
"token_count": 12995
} |
# DeeBERT: Early Exiting for *BERT
This is the code base for the paper [DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference](https://www.aclweb.org/anthology/2020.acl-main.204/), modified from its [original code base](https://github.com/castorini/deebert).
The original code base also has information for do... | transformers/examples/research_projects/deebert/README.md/0 | {
"file_path": "transformers/examples/research_projects/deebert/README.md",
"repo_id": "transformers",
"token_count": 621
} |
# 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/binarized_data.py/0 | {
"file_path": "transformers/examples/research_projects/distillation/scripts/binarized_data.py",
"repo_id": "transformers",
"token_count": 1429
} |
import torch
from transformers import AutoModel
class FSNERModel(torch.nn.Module):
"""
The FSNER model implements a few-shot named entity recognition method from the paper `Example-Based Named Entity Recognition <https://arxiv.org/abs/2008.10570>`__ by
Morteza Ziyadi, Yuting Sun, Abhishek Goswami, Jade H... | transformers/examples/research_projects/fsner/src/fsner/model.py/0 | {
"file_path": "transformers/examples/research_projects/fsner/src/fsner/model.py",
"repo_id": "transformers",
"token_count": 1436
} |
import os
from dataclasses import replace
import jax
import wandb
from bigbird_flax import Args, DataCollator, FlaxBigBirdForNaturalQuestions, Trainer, build_tx, train_step, val_step
from datasets import load_dataset
from flax import jax_utils
from transformers import BigBirdTokenizerFast
if __name__ == "__main__":... | transformers/examples/research_projects/jax-projects/big_bird/train.py/0 | {
"file_path": "transformers/examples/research_projects/jax-projects/big_bird/train.py",
"repo_id": "transformers",
"token_count": 1164
} |
# coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | transformers/examples/research_projects/movement-pruning/masked_run_glue.py/0 | {
"file_path": "transformers/examples/research_projects/movement-pruning/masked_run_glue.py",
"repo_id": "transformers",
"token_count": 18298
} |
import json
import os
import shutil
import sys
import tempfile
import unittest
from unittest import TestCase
from unittest.mock import patch
import faiss
import numpy as np
from datasets import Dataset
from transformers import BartConfig, BartTokenizer, DPRConfig, DPRQuestionEncoderTokenizer, RagConfig
from transform... | transformers/examples/research_projects/rag/test_distributed_retriever.py/0 | {
"file_path": "transformers/examples/research_projects/rag/test_distributed_retriever.py",
"repo_id": "transformers",
"token_count": 6637
} |
# as due to their complexity multi-gpu tests could impact other tests, and to aid debug we have those in a separate module.
import os
import sys
from pathlib import Path
import torch
from transformers.testing_utils import TestCasePlus, execute_subprocess_async, require_torch_multi_gpu
from utils import load_json
C... | transformers/examples/research_projects/seq2seq-distillation/_test_seq2seq_examples_multi_gpu.py/0 | {
"file_path": "transformers/examples/research_projects/seq2seq-distillation/_test_seq2seq_examples_multi_gpu.py",
"repo_id": "transformers",
"token_count": 2691
} |
<!-- back to top link -->
<a name="readme-top"></a>
<!-- ABOUT THE PROJECT -->
## What is token healing?
Token healing rectifies the token boundary bias in greedy tokenization. It does this by trimming and regrowing the prompt to better align with the model's tokenizer, thus enhancing generation quality. The improvem... | transformers/examples/research_projects/token-healing/README.md/0 | {
"file_path": "transformers/examples/research_projects/token-healing/README.md",
"repo_id": "transformers",
"token_count": 627
} |
# Fine-Tuning week of XLSR-Wav2Vec2 on 60 languages ð
Welcome to the fine-tuning week! The goal of this week is to have state-of-the-art automatic speech recognition (ASR) models in as many languages as possible. The fine-tuning week ends on Friday, the 26th March at midnight PST time.
Participants are encouraged to... | transformers/examples/research_projects/wav2vec2/FINE_TUNE_XLSR_WAV2VEC2.md/0 | {
"file_path": "transformers/examples/research_projects/wav2vec2/FINE_TUNE_XLSR_WAV2VEC2.md",
"repo_id": "transformers",
"token_count": 9585
} |
# 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/research_projects/wav2vec2/test_wav2vec2_deepspeed.py/0 | {
"file_path": "transformers/examples/research_projects/wav2vec2/test_wav2vec2_deepspeed.py",
"repo_id": "transformers",
"token_count": 2787
} |
# Training a masked language model end-to-end from scratch on TPUs
In this example, we're going to demonstrate how to train a TensorFlow model from ð€ Transformers from scratch. If you're interested in some background theory on training Hugging Face models with TensorFlow on TPU, please check out our
[tutorial doc](h... | transformers/examples/tensorflow/language-modeling-tpu/README.md/0 | {
"file_path": "transformers/examples/tensorflow/language-modeling-tpu/README.md",
"repo_id": "transformers",
"token_count": 1947
} |
<!---
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/summarization/README.md/0 | {
"file_path": "transformers/examples/tensorflow/summarization/README.md",
"repo_id": "transformers",
"token_count": 415
} |
#!/usr/bin/env python
# HF Trainer benchmarking tool
#
# This tool can be used to run and compare multiple dimensions of the HF Trainers args.
#
# It then prints a report once in github format with all the information that needs to be shared
# with others and second time in a console-friendly format, so it's easier to... | transformers/scripts/benchmark/trainer-benchmark.py/0 | {
"file_path": "transformers/scripts/benchmark/trainer-benchmark.py",
"repo_id": "transformers",
"token_count": 6341
} |
#!/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/llm_engine.py/0 | {
"file_path": "transformers/src/transformers/agents/llm_engine.py",
"repo_id": "transformers",
"token_count": 3688
} |
# 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/download.py/0 | {
"file_path": "transformers/src/transformers/commands/download.py",
"repo_id": "transformers",
"token_count": 828
} |
# 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/feature_extraction_utils.py/0 | {
"file_path": "transformers/src/transformers/feature_extraction_utils.py",
"repo_id": "transformers",
"token_count": 13316
} |
# Copyright 2020 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/src/transformers/hf_argparser.py/0 | {
"file_path": "transformers/src/transformers/hf_argparser.py",
"repo_id": "transformers",
"token_count": 8609
} |
from typing import Optional, Tuple
import torch
from ..modeling_flash_attention_utils import _flash_attention_forward
from ..utils import is_flash_attn_greater_or_equal_2_10
_use_top_left_mask = not is_flash_attn_greater_or_equal_2_10()
def flash_attention_forward(
module: torch.nn.Module,
query: torch.Te... | transformers/src/transformers/integrations/flash_attention.py/0 | {
"file_path": "transformers/src/transformers/integrations/flash_attention.py",
"repo_id": "transformers",
"token_count": 901
} |
__global__ void fast_hash_ver1_cuda_kernel(
int *mask, // [batch_size, num_vector]
float *vector, // [batch_size, num_vector, vector_dim]
int *Dmat, // [3, num_part, vector_dim]
int *hash_code, // [batch_size, num_vector, num_hash_f]
int batch_size,
int num_vector,
int vector_dim,
int... | transformers/src/transformers/kernels/yoso/fast_lsh_cumulation_cuda.h/0 | {
"file_path": "transformers/src/transformers/kernels/yoso/fast_lsh_cumulation_cuda.h",
"repo_id": "transformers",
"token_count": 2369
} |
# 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/modeling_tf_outputs.py/0 | {
"file_path": "transformers/src/transformers/modeling_tf_outputs.py",
"repo_id": "transformers",
"token_count": 20580
} |
# coding=utf-8
# Copyright 2023 The Google Research 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/l... | transformers/src/transformers/models/align/modeling_align.py/0 | {
"file_path": "transformers/src/transformers/models/align/modeling_align.py",
"repo_id": "transformers",
"token_count": 30152
} |
# 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/audio_spectrogram_transformer/feature_extraction_audio_spectrogram_transformer.py/0 | {
"file_path": "transformers/src/transformers/models/audio_spectrogram_transformer/feature_extraction_audio_spectrogram_transformer.py",
"repo_id": "transformers",
"token_count": 4219
} |
# 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/configuration_bamba.py/0 | {
"file_path": "transformers/src/transformers/models/bamba/configuration_bamba.py",
"repo_id": "transformers",
"token_count": 3959
} |
# 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/bert/convert_bert_original_tf2_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/bert/convert_bert_original_tf2_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 4808
} |
# 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/licen... | transformers/src/transformers/models/biogpt/modeling_biogpt.py/0 | {
"file_path": "transformers/src/transformers/models/biogpt/modeling_biogpt.py",
"repo_id": "transformers",
"token_count": 20514
} |
# coding=utf-8
# Copyright 2021 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/canine/convert_canine_original_tf_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/canine/convert_canine_original_tf_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 742
} |
# 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.py/0 | {
"file_path": "transformers/src/transformers/models/clip/tokenization_clip.py",
"repo_id": "transformers",
"token_count": 9223
} |
# coding=utf-8
# Copyright 2023 MetaAI 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/code_llama/tokenization_code_llama.py/0 | {
"file_path": "transformers/src/transformers/models/code_llama/tokenization_code_llama.py",
"repo_id": "transformers",
"token_count": 8250
} |
# 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/convbert/modeling_tf_convbert.py/0 | {
"file_path": "transformers/src/transformers/models/convbert/modeling_tf_convbert.py",
"repo_id": "transformers",
"token_count": 26638
} |
# 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/cvt/modeling_tf_cvt.py/0 | {
"file_path": "transformers/src/transformers/models/cvt/modeling_tf_cvt.py",
"repo_id": "transformers",
"token_count": 19056
} |
#!/usr/bin/env python3
import argparse
import json
import torch
from huggingface_hub import hf_hub_download
from PIL import Image
from timm.models import create_model
from transformers import (
BeitImageProcessor,
Data2VecVisionConfig,
Data2VecVisionForImageClassification,
Data2VecVisionModel,
)
def... | transformers/src/transformers/models/data2vec/convert_data2vec_vision_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/data2vec/convert_data2vec_vision_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 7103
} |
# coding=utf-8
# Copyright 2022 SenseTime 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/deta/modeling_deta.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/deta/modeling_deta.py",
"repo_id": "transformers",
"token_count": 58640
} |
# coding=utf-8
# Copyright 2023 The Mega Authors and The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/deprecated/mega/configuration_mega.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/mega/configuration_mega.py",
"repo_id": "transformers",
"token_count": 4861
} |
# coding=utf-8
# Copyright 2021 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/deprecated/speech_to_text_2/processing_speech_to_text_2.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/speech_to_text_2/processing_speech_to_text_2.py",
"repo_id": "transformers",
"token_count": 1790
} |
# flake8: noqa
# There's no way to ignore "F401 '...' imported but unused" warnings in this
# module, but to preserve other warnings. So, don't check this module at all.
# Copyright 2023 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use thi... | transformers/src/transformers/models/deprecated/tvlt/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/tvlt/__init__.py",
"repo_id": "transformers",
"token_count": 923
} |
# coding=utf-8
# Copyright 2020 The Microsoft Authors and The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unl... | transformers/src/transformers/models/deprecated/xlm_prophetnet/configuration_xlm_prophetnet.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/xlm_prophetnet/configuration_xlm_prophetnet.py",
"repo_id": "transformers",
"token_count": 3455
} |
# 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/dialogpt/convert_dialogpt_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/dialogpt/convert_dialogpt_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 560
} |
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/donut/modeling_donut_swin.py/0 | {
"file_path": "transformers/src/transformers/models/donut/modeling_donut_swin.py",
"repo_id": "transformers",
"token_count": 19137
} |
# Copyright 2021 AlQuraishi Laboratory
# Copyright 2021 DeepMind Technologies Limited
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# U... | transformers/src/transformers/models/esm/openfold_utils/residue_constants.py/0 | {
"file_path": "transformers/src/transformers/models/esm/openfold_utils/residue_constants.py",
"repo_id": "transformers",
"token_count": 19142
} |
# coding=utf-8
# Copyright 2023 The Espnet authors, IMS Toucan 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.... | transformers/src/transformers/models/fastspeech2_conformer/modeling_fastspeech2_conformer.py/0 | {
"file_path": "transformers/src/transformers/models/fastspeech2_conformer/modeling_fastspeech2_conformer.py",
"repo_id": "transformers",
"token_count": 33200
} |
# coding=utf-8
# Copyright 2021 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/fnet/configuration_fnet.py/0 | {
"file_path": "transformers/src/transformers/models/fnet/configuration_fnet.py",
"repo_id": "transformers",
"token_count": 2053
} |
# coding=utf-8
# Copyright 2024 Google Inc. 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/gemma/modular_gemma.py/0 | {
"file_path": "transformers/src/transformers/models/gemma/modular_gemma.py",
"repo_id": "transformers",
"token_count": 9796
} |
# coding=utf-8
# Copyright 2021 The Eleuther AI 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/LICENSE-... | transformers/src/transformers/models/gpt_neo/modeling_gpt_neo.py/0 | {
"file_path": "transformers/src/transformers/models/gpt_neo/modeling_gpt_neo.py",
"repo_id": "transformers",
"token_count": 25763
} |
# coding=utf-8
# Copyright 2021 The EleutherAI and HuggingFace Teams. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#... | transformers/src/transformers/models/gptj/modeling_gptj.py/0 | {
"file_path": "transformers/src/transformers/models/gptj/modeling_gptj.py",
"repo_id": "transformers",
"token_count": 27393
} |
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/groupvit/configuration_groupvit.py/0 | {
"file_path": "transformers/src/transformers/models/groupvit/configuration_groupvit.py",
"repo_id": "transformers",
"token_count": 7778
} |
# This code was adapted from https://github.com/lucidrains/flamingo-pytorch licensed under the MIT License.
#
# MIT License
#
# Copyright (c) 2020 The Google AI Language Team Authors, The HuggingFace Inc. team and github/lonePatient
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of ... | transformers/src/transformers/models/idefics/perceiver_tf.py/0 | {
"file_path": "transformers/src/transformers/models/idefics/perceiver_tf.py",
"repo_id": "transformers",
"token_count": 4053
} |
# 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/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/llava_onevision/modeling_llava_onevision.py/0 | {
"file_path": "transformers/src/transformers/models/llava_onevision/modeling_llava_onevision.py",
"repo_id": "transformers",
"token_count": 17952
} |
# Copyright 2021 The Fairseq Authors and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
#... | transformers/src/transformers/models/m2m_100/tokenization_m2m_100.py/0 | {
"file_path": "transformers/src/transformers/models/m2m_100/tokenization_m2m_100.py",
"repo_id": "transformers",
"token_count": 7124
} |
# 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/marian/tokenization_marian.py/0 | {
"file_path": "transformers/src/transformers/models/marian/tokenization_marian.py",
"repo_id": "transformers",
"token_count": 7228
} |
# coding=utf-8
# Copyright 2022 Meta Platforms, Inc. and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses... | transformers/src/transformers/models/maskformer/convert_maskformer_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/maskformer/convert_maskformer_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 16139
} |
# coding=utf-8
# Copyright 2021 The Facebook AI Research Team Authors and The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LIC... | transformers/src/transformers/models/mbart50/tokenization_mbart50.py/0 | {
"file_path": "transformers/src/transformers/models/mbart50/tokenization_mbart50.py",
"repo_id": "transformers",
"token_count": 7119
} |
# 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/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/mimi/convert_mimi_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/mimi/convert_mimi_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 2809
} |
# Copyright 2024 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | transformers/src/transformers/models/mllama/convert_mllama_weights_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/mllama/convert_mllama_weights_to_hf.py",
"repo_id": "transformers",
"token_count": 13294
} |
# coding=utf-8
# Copyright 2022 Apple Inc. and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2... | transformers/src/transformers/models/mobilevit/modeling_tf_mobilevit.py/0 | {
"file_path": "transformers/src/transformers/models/mobilevit/modeling_tf_mobilevit.py",
"repo_id": "transformers",
"token_count": 24209
} |
# 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/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/moshi/convert_moshi_transformers.py/0 | {
"file_path": "transformers/src/transformers/models/moshi/convert_moshi_transformers.py",
"repo_id": "transformers",
"token_count": 5076
} |
# coding=utf-8
# Copyright 2024 Meta AI and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
... | transformers/src/transformers/models/musicgen_melody/processing_musicgen_melody.py/0 | {
"file_path": "transformers/src/transformers/models/musicgen_melody/processing_musicgen_melody.py",
"repo_id": "transformers",
"token_count": 3183
} |
# 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 required by appl... | transformers/src/transformers/models/persimmon/convert_persimmon_weights_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/persimmon/convert_persimmon_weights_to_hf.py",
"repo_id": "transformers",
"token_count": 1749
} |
# coding=utf-8
# Copyright 2022, UCLA NLP, The Facebook AI Research 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... | transformers/src/transformers/models/plbart/modeling_plbart.py/0 | {
"file_path": "transformers/src/transformers/models/plbart/modeling_plbart.py",
"repo_id": "transformers",
"token_count": 35972
} |
from typing import Callable, Optional, Tuple
import torch
import torch.utils.checkpoint
from torch import nn
from ...cache_utils import Cache
from ...modeling_flash_attention_utils import FlashAttentionKwargs
from ...modeling_utils import ALL_ATTENTION_FUNCTIONS
from ...processing_utils import Unpack
from ...utils im... | transformers/src/transformers/models/qwen2/modular_qwen2.py/0 | {
"file_path": "transformers/src/transformers/models/qwen2/modular_qwen2.py",
"repo_id": "transformers",
"token_count": 2227
} |
# 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/roformer/modeling_roformer.py/0 | {
"file_path": "transformers/src/transformers/models/roformer/modeling_roformer.py",
"repo_id": "transformers",
"token_count": 29539
} |
# coding=utf-8
# Copyright 2025 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/rt_detr_v2/convert_rt_detr_v2_weights_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/rt_detr_v2/convert_rt_detr_v2_weights_to_hf.py",
"repo_id": "transformers",
"token_count": 9661
} |
# coding=utf-8
# Copyright 2022 NVIDIA 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
#
# U... | transformers/src/transformers/models/segformer/modeling_tf_segformer.py/0 | {
"file_path": "transformers/src/transformers/models/segformer/modeling_tf_segformer.py",
"repo_id": "transformers",
"token_count": 19119
} |
# 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/siglip/convert_siglip_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/siglip/convert_siglip_to_hf.py",
"repo_id": "transformers",
"token_count": 8771
} |
# 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/superglue/convert_superglue_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/superglue/convert_superglue_to_hf.py",
"repo_id": "transformers",
"token_count": 5596
} |
import argparse
import json
import requests
import timm
import torch
from huggingface_hub import hf_hub_download
from PIL import Image
from transformers import AutoImageProcessor, SwinConfig, SwinForImageClassification
def get_swin_config(swin_name):
config = SwinConfig()
name_split = swin_name.split("_")
... | transformers/src/transformers/models/swin/convert_swin_timm_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/swin/convert_swin_timm_to_pytorch.py",
"repo_id": "transformers",
"token_count": 2720
} |
# coding=utf-8
# Copyright 2022 SwitchTransformers 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
#
# Un... | transformers/src/transformers/models/switch_transformers/modeling_switch_transformers.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/table_transformer/modeling_table_transformer.py/0 | {
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# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/timesformer/configuration_timesformer.py/0 | {
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# coding=utf-8
# Copyright 2023 The Intel AIA 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.org/lice... | transformers/src/transformers/models/tvp/configuration_tvp.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
#
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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
#
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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
#
# http://www.apache.org/license... | transformers/src/transformers/models/vit/modeling_tf_vit.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/vitmatte/convert_vitmatte_to_hf.py/0 | {
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