text stringlengths 5 409k | id stringlengths 14 178 | metadata dict | __index_level_0__ int64 0 572 |
|---|---|---|---|
# 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
} | 380 |
# 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": 4231
} | 381 |
# 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
} | 382 |
# 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
} | 383 |
# 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
} | 384 |
# 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
} | 385 |
# 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
} | 386 |
# 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
} | 387 |
# 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
} | 388 |
# 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
} | 389 |
#!/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
} | 390 |
# coding=utf-8
# Copyright 2020 Microsoft and the Hugging Face Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless require... | transformers/src/transformers/models/deberta_v2/modeling_deberta_v2.py/0 | {
"file_path": "transformers/src/transformers/models/deberta_v2/modeling_deberta_v2.py",
"repo_id": "transformers",
"token_count": 28383
} | 391 |
# 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
} | 392 |
# 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
} | 393 |
# coding=utf-8
# Copyright 2021 NVIDIA Corporation and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENS... | transformers/src/transformers/models/deprecated/qdqbert/configuration_qdqbert.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/qdqbert/configuration_qdqbert.py",
"repo_id": "transformers",
"token_count": 2105
} | 394 |
# 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
} | 395 |
# 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
} | 396 |
# 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/dit/convert_dit_unilm_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/dit/convert_dit_unilm_to_pytorch.py",
"repo_id": "transformers",
"token_count": 4018
} | 397 |
# 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/dpt/configuration_dpt.py/0 | {
"file_path": "transformers/src/transformers/models/dpt/configuration_dpt.py",
"repo_id": "transformers",
"token_count": 5635
} | 398 |
# 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/electra/convert_electra_original_tf_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/electra/convert_electra_original_tf_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 1018
} | 399 |
# coding=utf-8
# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/encodec/feature_extraction_encodec.py/0 | {
"file_path": "transformers/src/transformers/models/encodec/feature_extraction_encodec.py",
"repo_id": "transformers",
"token_count": 4099
} | 400 |
from .chunk_utils import chunk_layer
from .data_transforms import make_atom14_masks
from .feats import atom14_to_atom37, frames_and_literature_positions_to_atom14_pos, torsion_angles_to_frames
from .loss import compute_predicted_aligned_error, compute_tm
from .protein import Protein as OFProtein
from .protein import to... | transformers/src/transformers/models/esm/openfold_utils/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/esm/openfold_utils/__init__.py",
"repo_id": "transformers",
"token_count": 144
} | 401 |
# coding=utf-8
# Copyright 2022 Meta Platforms authors and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LI... | transformers/src/transformers/models/flava/convert_flava_original_pytorch_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/flava/convert_flava_original_pytorch_to_hf.py",
"repo_id": "transformers",
"token_count": 1622
} | 402 |
# coding=utf-8
# Copyright 2019-present, Facebook, Inc and the HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Un... | transformers/src/transformers/models/fsmt/configuration_fsmt.py/0 | {
"file_path": "transformers/src/transformers/models/fsmt/configuration_fsmt.py",
"repo_id": "transformers",
"token_count": 4021
} | 403 |
# 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/fuyu/processing_fuyu.py/0 | {
"file_path": "transformers/src/transformers/models/fuyu/processing_fuyu.py",
"repo_id": "transformers",
"token_count": 14375
} | 404 |
# 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/git/convert_git_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/git/convert_git_to_pytorch.py",
"repo_id": "transformers",
"token_count": 9854
} | 405 |
# 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/got_ocr2/convert_got_ocr2_weights_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/got_ocr2/convert_got_ocr2_weights_to_hf.py",
"repo_id": "transformers",
"token_count": 4291
} | 406 |
# coding=utf-8
# Copyright 2023 The BigCode team and HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requi... | transformers/src/transformers/models/gpt_bigcode/configuration_gpt_bigcode.py/0 | {
"file_path": "transformers/src/transformers/models/gpt_bigcode/configuration_gpt_bigcode.py",
"repo_id": "transformers",
"token_count": 2468
} | 407 |
# 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/idefics2/convert_idefics2_weights_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/idefics2/convert_idefics2_weights_to_hf.py",
"repo_id": "transformers",
"token_count": 2763
} | 408 |
# 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/imagegpt/configuration_imagegpt.py/0 | {
"file_path": "transformers/src/transformers/models/imagegpt/configuration_imagegpt.py",
"repo_id": "transformers",
"token_count": 3439
} | 409 |
# coding=utf-8
# Copyright 2010, The Microsoft Research Asia LayoutLM Team authors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unles... | transformers/src/transformers/models/layoutlm/configuration_layoutlm.py/0 | {
"file_path": "transformers/src/transformers/models/layoutlm/configuration_layoutlm.py",
"repo_id": "transformers",
"token_count": 3485
} | 410 |
# 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/layoutlmv3/image_processing_layoutlmv3.py/0 | {
"file_path": "transformers/src/transformers/models/layoutlmv3/image_processing_layoutlmv3.py",
"repo_id": "transformers",
"token_count": 7653
} | 411 |
# 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/llava_next_video/convert_llava_next_video_weights_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/llava_next_video/convert_llava_next_video_weights_to_hf.py",
"repo_id": "transformers",
"token_count": 4425
} | 412 |
# 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/longformer/convert_longformer_original_pytorch_lightning_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/longformer/convert_longformer_original_pytorch_lightning_to_pytorch.py",
"repo_id": "transformers",
"token_count": 1071
} | 413 |
# coding=utf-8
# Copyright 2018, Hao Tan, Mohit Bansal
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this 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... | transformers/src/transformers/models/lxmert/configuration_lxmert.py/0 | {
"file_path": "transformers/src/transformers/models/lxmert/configuration_lxmert.py",
"repo_id": "transformers",
"token_count": 3383
} | 414 |
# 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/mamba2/configuration_mamba2.py/0 | {
"file_path": "transformers/src/transformers/models/mamba2/configuration_mamba2.py",
"repo_id": "transformers",
"token_count": 3221
} | 415 |
# coding=utf-8
# Copyright Microsoft Research and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENS... | transformers/src/transformers/models/markuplm/tokenization_markuplm.py/0 | {
"file_path": "transformers/src/transformers/models/markuplm/tokenization_markuplm.py",
"repo_id": "transformers",
"token_count": 32792
} | 416 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/modernbert/modular_modernbert.py.
# Do NOT edit this file manually as any edits will be overwritten by the genera... | transformers/src/transformers/models/modernbert/configuration_modernbert.py/0 | {
"file_path": "transformers/src/transformers/models/modernbert/configuration_modernbert.py",
"repo_id": "transformers",
"token_count": 4556
} | 417 |
# coding=utf-8
# Copyright 2018 The HuggingFace Inc. team, 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.
# You may obtain a copy of the License ... | transformers/src/transformers/models/mpnet/tokenization_mpnet.py/0 | {
"file_path": "transformers/src/transformers/models/mpnet/tokenization_mpnet.py",
"repo_id": "transformers",
"token_count": 9887
} | 418 |
# 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/nougat/image_processing_nougat.py/0 | {
"file_path": "transformers/src/transformers/models/nougat/image_processing_nougat.py",
"repo_id": "transformers",
"token_count": 10093
} | 419 |
from typing import Callable, Optional, Tuple
import torch
from torch import nn
from ...cache_utils import Cache
from ...modeling_utils import ALL_ATTENTION_FUNCTIONS
from ...pytorch_utils import ALL_LAYERNORM_LAYERS
from ...utils import logging
from ..llama.modeling_llama import LlamaRMSNorm, eager_attention_forward
... | transformers/src/transformers/models/olmo2/modular_olmo2.py/0 | {
"file_path": "transformers/src/transformers/models/olmo2/modular_olmo2.py",
"repo_id": "transformers",
"token_count": 5747
} | 420 |
# 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/owlv2/image_processing_owlv2.py/0 | {
"file_path": "transformers/src/transformers/models/owlv2/image_processing_owlv2.py",
"repo_id": "transformers",
"token_count": 11872
} | 421 |
from typing import Callable, Optional, Tuple, Union
import torch
import torch.nn as nn
from ...cache_utils import Cache, DynamicCache
from ...modeling_flash_attention_utils import FlashAttentionKwargs
from ...modeling_outputs import (
BaseModelOutputWithPast,
)
from ...modeling_utils import ALL_ATTENTION_FUNCTION... | transformers/src/transformers/models/phi/modular_phi.py/0 | {
"file_path": "transformers/src/transformers/models/phi/modular_phi.py",
"repo_id": "transformers",
"token_count": 5494
} | 422 |
# coding=utf-8
# Copyright 2023 Authors: Wenhai Wang, Enze Xie, Xiang Li, Deng-Ping Fan,
# Kaitao Song, Ding Liang, Tong Lu, Ping Luo, Ling Shao 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... | transformers/src/transformers/models/pvt/convert_pvt_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/pvt/convert_pvt_to_pytorch.py",
"repo_id": "transformers",
"token_count": 4511
} | 423 |
# coding=utf-8
# Copyright 2025 The Qwen Team and The HuggingFace Inc. team. All rights reserved.
#
# This code is based on EleutherAI's GPT-NeoX library and the GPT-NeoX
# and OPT implementations in this library. It has been modified from its
# original forms to accommodate minor architectural differences compared
# t... | transformers/src/transformers/models/qwen2_5_vl/modular_qwen2_5_vl.py/0 | {
"file_path": "transformers/src/transformers/models/qwen2_5_vl/modular_qwen2_5_vl.py",
"repo_id": "transformers",
"token_count": 21350
} | 424 |
# coding=utf-8
# Copyright 2020, The RAG 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/rag/configuration_rag.py/0 | {
"file_path": "transformers/src/transformers/models/rag/configuration_rag.py",
"repo_id": "transformers",
"token_count": 3452
} | 425 |
# 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/regnet/configuration_regnet.py/0 | {
"file_path": "transformers/src/transformers/models/regnet/configuration_regnet.py",
"repo_id": "transformers",
"token_count": 1433
} | 426 |
# coding=utf-8
# Copyright 2023 HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law... | transformers/src/transformers/models/resnet/modeling_flax_resnet.py/0 | {
"file_path": "transformers/src/transformers/models/resnet/modeling_flax_resnet.py",
"repo_id": "transformers",
"token_count": 10406
} | 427 |
# 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/rt_detr/configuration_rt_detr_resnet.py/0 | {
"file_path": "transformers/src/transformers/models/rt_detr/configuration_rt_detr_resnet.py",
"repo_id": "transformers",
"token_count": 2035
} | 428 |
# 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/seamless_m4t_v2/configuration_seamless_m4t_v2.py/0 | {
"file_path": "transformers/src/transformers/models/seamless_m4t_v2/configuration_seamless_m4t_v2.py",
"repo_id": "transformers",
"token_count": 9883
} | 429 |
# coding=utf-8
# Copyright 2021 ASAPP 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/sew/configuration_sew.py/0 | {
"file_path": "transformers/src/transformers/models/sew/configuration_sew.py",
"repo_id": "transformers",
"token_count": 5569
} | 430 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/siglip2/modular_siglip2.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation o... | transformers/src/transformers/models/siglip2/configuration_siglip2.py/0 | {
"file_path": "transformers/src/transformers/models/siglip2/configuration_siglip2.py",
"repo_id": "transformers",
"token_count": 5030
} | 431 |
# 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/speech_encoder_decoder/convert_mbart_wav2vec2_seq2seq_original_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/speech_encoder_decoder/convert_mbart_wav2vec2_seq2seq_original_to_pytorch.py",
"repo_id": "transformers",
"token_count": 6577
} | 432 |
# 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/speecht5/feature_extraction_speecht5.py/0 | {
"file_path": "transformers/src/transformers/models/speecht5/feature_extraction_speecht5.py",
"repo_id": "transformers",
"token_count": 7632
} | 433 |
# coding=utf-8
# Copyright 2024 the Fast authors and HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENS... | transformers/src/transformers/models/textnet/configuration_textnet.py/0 | {
"file_path": "transformers/src/transformers/models/textnet/configuration_textnet.py",
"repo_id": "transformers",
"token_count": 2473
} | 434 |
# 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/timm_wrapper/image_processing_timm_wrapper.py/0 | {
"file_path": "transformers/src/transformers/models/timm_wrapper/image_processing_timm_wrapper.py",
"repo_id": "transformers",
"token_count": 2032
} | 435 |
# 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/udop/processing_udop.py/0 | {
"file_path": "transformers/src/transformers/models/udop/processing_udop.py",
"repo_id": "transformers",
"token_count": 3855
} | 436 |
# 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/vipllava/modeling_vipllava.py/0 | {
"file_path": "transformers/src/transformers/models/vipllava/modeling_vipllava.py",
"repo_id": "transformers",
"token_count": 9587
} | 437 |
# coding=utf-8
# Copyright 2022 Facebook 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-... | transformers/src/transformers/models/vit_msn/configuration_vit_msn.py/0 | {
"file_path": "transformers/src/transformers/models/vit_msn/configuration_vit_msn.py",
"repo_id": "transformers",
"token_count": 1803
} | 438 |
# coding=utf-8
# Copyright 2022 The OpenAI 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/L... | transformers/src/transformers/models/whisper/modeling_tf_whisper.py/0 | {
"file_path": "transformers/src/transformers/models/whisper/modeling_tf_whisper.py",
"repo_id": "transformers",
"token_count": 37373
} | 439 |
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/yolos/convert_yolos_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/yolos/convert_yolos_to_pytorch.py",
"repo_id": "transformers",
"token_count": 5081
} | 440 |
# 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/zoedepth/configuration_zoedepth.py/0 | {
"file_path": "transformers/src/transformers/models/zoedepth/configuration_zoedepth.py",
"repo_id": "transformers",
"token_count": 4838
} | 441 |
# 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/pipelines/base.py/0 | {
"file_path": "transformers/src/transformers/pipelines/base.py",
"repo_id": "transformers",
"token_count": 26213
} | 442 |
import enum
import warnings
from ..tokenization_utils import TruncationStrategy
from ..utils import add_end_docstrings, is_tf_available, is_torch_available, logging
from .base import Pipeline, build_pipeline_init_args
if is_tf_available():
import tensorflow as tf
from ..models.auto.modeling_tf_auto import T... | transformers/src/transformers/pipelines/text2text_generation.py/0 | {
"file_path": "transformers/src/transformers/pipelines/text2text_generation.py",
"repo_id": "transformers",
"token_count": 7128
} | 443 |
# 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/quantizers/quantizer_aqlm.py/0 | {
"file_path": "transformers/src/transformers/quantizers/quantizer_aqlm.py",
"repo_id": "transformers",
"token_count": 1420
} | 444 |
# 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/quantizers/quantizers_utils.py/0 | {
"file_path": "transformers/src/transformers/quantizers/quantizers_utils.py",
"repo_id": "transformers",
"token_count": 361
} | 445 |
# Copyright 2020 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/src/transformers/training_args.py/0 | {
"file_path": "transformers/src/transformers/training_args.py",
"repo_id": "transformers",
"token_count": 68024
} | 446 |
# This file is autogenerated by the command `make fix-copies`, do not edit.
from ..utils import DummyObject, requires_backends
SLOW_TO_FAST_CONVERTERS = None
def convert_slow_tokenizer(*args, **kwargs):
requires_backends(convert_slow_tokenizer, ["sentencepiece", "tokenizers"])
| transformers/src/transformers/utils/dummy_sentencepiece_and_tokenizers_objects.py/0 | {
"file_path": "transformers/src/transformers/utils/dummy_sentencepiece_and_tokenizers_objects.py",
"repo_id": "transformers",
"token_count": 94
} | 447 |
# 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 requir... | transformers/src/transformers/utils/model_parallel_utils.py/0 | {
"file_path": "transformers/src/transformers/utils/model_parallel_utils.py",
"repo_id": "transformers",
"token_count": 778
} | 448 |
Currently the following model proposals are available:
- <s>[BigBird (Google)](./ADD_BIG_BIRD.md)</s>
| transformers/templates/adding_a_new_model/open_model_proposals/README.md/0 | {
"file_path": "transformers/templates/adding_a_new_model/open_model_proposals/README.md",
"repo_id": "transformers",
"token_count": 34
} | 449 |
# coding=utf-8
# Copyright 2023 The HuggingFace Team Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable ... | transformers/tests/bettertransformer/test_integration.py/0 | {
"file_path": "transformers/tests/bettertransformer/test_integration.py",
"repo_id": "transformers",
"token_count": 1114
} | 450 |
# 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 requir... | transformers/tests/models/albert/test_modeling_tf_albert.py/0 | {
"file_path": "transformers/tests/models/albert/test_modeling_tf_albert.py",
"repo_id": "transformers",
"token_count": 5895
} | 451 |
# 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/tests/models/auto/test_configuration_auto.py/0 | {
"file_path": "transformers/tests/models/auto/test_configuration_auto.py",
"repo_id": "transformers",
"token_count": 2793
} | 452 |
# 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 ... | transformers/tests/models/bart/test_modeling_bart.py/0 | {
"file_path": "transformers/tests/models/bart/test_modeling_bart.py",
"repo_id": "transformers",
"token_count": 35909
} | 453 |
# 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/tests/models/biogpt/test_modeling_biogpt.py/0 | {
"file_path": "transformers/tests/models/biogpt/test_modeling_biogpt.py",
"repo_id": "transformers",
"token_count": 8662
} | 454 |
# 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/tests/models/blip/test_modeling_blip.py/0 | {
"file_path": "transformers/tests/models/blip/test_modeling_blip.py",
"repo_id": "transformers",
"token_count": 25571
} | 455 |
# coding=utf-8
# Copyright 2021 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | transformers/tests/models/chinese_clip/test_image_processing_chinese_clip.py/0 | {
"file_path": "transformers/tests/models/chinese_clip/test_image_processing_chinese_clip.py",
"repo_id": "transformers",
"token_count": 2665
} | 456 |
# 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/tests/models/clipseg/test_processor_clipseg.py/0 | {
"file_path": "transformers/tests/models/clipseg/test_processor_clipseg.py",
"repo_id": "transformers",
"token_count": 3267
} | 457 |
# 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/tests/models/dac/test_modeling_dac.py/0 | {
"file_path": "transformers/tests/models/dac/test_modeling_dac.py",
"repo_id": "transformers",
"token_count": 14762
} | 458 |
# 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-2.0
#
# Unless requir... | transformers/tests/models/dit/test_modeling_dit.py/0 | {
"file_path": "transformers/tests/models/dit/test_modeling_dit.py",
"repo_id": "transformers",
"token_count": 750
} | 459 |
# 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/tests/models/efficientnet/test_modeling_efficientnet.py/0 | {
"file_path": "transformers/tests/models/efficientnet/test_modeling_efficientnet.py",
"repo_id": "transformers",
"token_count": 3908
} | 460 |
# coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | transformers/tests/models/flaubert/test_modeling_tf_flaubert.py/0 | {
"file_path": "transformers/tests/models/flaubert/test_modeling_tf_flaubert.py",
"repo_id": "transformers",
"token_count": 6494
} | 461 |
# coding=utf-8
# Copyright 2020 HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law... | transformers/tests/models/funnel/test_modeling_tf_funnel.py/0 | {
"file_path": "transformers/tests/models/funnel/test_modeling_tf_funnel.py",
"repo_id": "transformers",
"token_count": 6844
} | 462 |
# 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/tests/models/glm/test_modeling_glm.py/0 | {
"file_path": "transformers/tests/models/glm/test_modeling_glm.py",
"repo_id": "transformers",
"token_count": 9810
} | 463 |
# 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/tests/models/hiera/test_modeling_hiera.py/0 | {
"file_path": "transformers/tests/models/hiera/test_modeling_hiera.py",
"repo_id": "transformers",
"token_count": 12069
} | 464 |
# 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/tests/models/levit/test_modeling_levit.py/0 | {
"file_path": "transformers/tests/models/levit/test_modeling_levit.py",
"repo_id": "transformers",
"token_count": 7152
} | 465 |
# coding=utf-8
# Copyright 2021 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
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# coding=utf-8
# Copyright 2021 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
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# Copyright 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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# coding=utf-8
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#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# 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 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
#
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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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# 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
#
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# coding=utf-8
# Copyright 2023 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
#
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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
#
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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
# 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
#
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# Copyright 2021 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
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# coding=utf-8
# Copyright 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
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