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# coding=utf-8 # Copyright 2025 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/dinov3_vit/configuration_dinov3_vit.py/0
{ "file_path": "transformers/src/transformers/models/dinov3_vit/configuration_dinov3_vit.py", "repo_id": "transformers", "token_count": 2908 }
466
import argparse import json import os import re import torch from safetensors.torch import load_file from transformers import DogeConfig, DogeForCausalLM # fmt: off # `None` means we drop the key STATE_DICT_MAPPING = { # CausalLM keys r"^lm_head.weight": r"lm_head.weight", # Model keys r"^model.wor...
transformers/src/transformers/models/doge/convert_doge_weights_to_hf.py/0
{ "file_path": "transformers/src/transformers/models/doge/convert_doge_weights_to_hf.py", "repo_id": "transformers", "token_count": 2100 }
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# coding=utf-8 # Copyright 2010, DPR authors, The Hugging Face Team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by ...
transformers/src/transformers/models/dpr/configuration_dpr.py/0
{ "file_path": "transformers/src/transformers/models/dpr/configuration_dpr.py", "repo_id": "transformers", "token_count": 2344 }
468
# coding=utf-8 # Copyright 2022 Intel Labs, OpenMMLab 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/license...
transformers/src/transformers/models/dpt/modeling_dpt.py/0
{ "file_path": "transformers/src/transformers/models/dpt/modeling_dpt.py", "repo_id": "transformers", "token_count": 23118 }
469
# coding=utf-8 # Copyright 2023 Meta Platforms, Inc. and affiliates, and the HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apa...
transformers/src/transformers/models/encodec/modeling_encodec.py/0
{ "file_path": "transformers/src/transformers/models/encodec/modeling_encodec.py", "repo_id": "transformers", "token_count": 14457 }
470
# Copyright 2021 AlQuraishi Laboratory # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to i...
transformers/src/transformers/models/esm/openfold_utils/chunk_utils.py/0
{ "file_path": "transformers/src/transformers/models/esm/openfold_utils/chunk_utils.py", "repo_id": "transformers", "token_count": 6577 }
471
# 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/fastspeech2_conformer/configuration_fastspeech2_conformer.py/0
{ "file_path": "transformers/src/transformers/models/fastspeech2_conformer/configuration_fastspeech2_conformer.py", "repo_id": "transformers", "token_count": 9692 }
472
# 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/flava/image_processing_flava.py/0
{ "file_path": "transformers/src/transformers/models/flava/image_processing_flava.py", "repo_id": "transformers", "token_count": 16309 }
473
# coding=utf-8 # Copyright 2025 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/gemma3n/modular_gemma3n.py/0
{ "file_path": "transformers/src/transformers/models/gemma3n/modular_gemma3n.py", "repo_id": "transformers", "token_count": 55657 }
474
# coding=utf-8 # Copyright 2025 The GLM4 & ZhipuAI team 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/license...
transformers/src/transformers/models/glm4/modular_glm4.py/0
{ "file_path": "transformers/src/transformers/models/glm4/modular_glm4.py", "repo_id": "transformers", "token_count": 2124 }
475
Here is how to convert a GPT2 model generated outside of `transformers` * [Megatron-LM](https://github.com/NVIDIA/Megatron-LM)-generated model: Use [convert_megatron_gpt2_checkpoint.py](../megatron_gpt2/convert_megatron_gpt2_checkpoint.py) * [big-science fork of Megatron-Deepspeed](https://github.com/bigscience-wo...
transformers/src/transformers/models/gpt2/CONVERSION.md/0
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476
# coding=utf-8 # Copyright 2021 The Eleuther AI and The Google Flax Team Authors and The HuggingFace Inc. team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/l...
transformers/src/transformers/models/gpt_neo/modeling_flax_gpt_neo.py/0
{ "file_path": "transformers/src/transformers/models/gpt_neo/modeling_flax_gpt_neo.py", "repo_id": "transformers", "token_count": 12155 }
477
# 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/granite_speech/processing_granite_speech.py/0
{ "file_path": "transformers/src/transformers/models/granite_speech/processing_granite_speech.py", "repo_id": "transformers", "token_count": 1564 }
478
from typing import TYPE_CHECKING from ...utils import _LazyModule from ...utils.import_utils import define_import_structure if TYPE_CHECKING: from .configuration_hunyuan_v1_dense import * from .modeling_hunyuan_v1_dense import * from .tokenization_hy import * else: import sys _file = globals()["...
transformers/src/transformers/models/hunyuan_v1_dense/__init__.py/0
{ "file_path": "transformers/src/transformers/models/hunyuan_v1_dense/__init__.py", "repo_id": "transformers", "token_count": 159 }
479
# coding=utf-8 # Copyright 2022 EleutherAI and the HuggingFace Inc. team. All rights reserved. # # This code is based on EleutherAI's GPT-NeoX library and the GPT-NeoX # and OPT implementations in this library. It has been modified from its # original forms to accommodate minor architectural differences compared # to G...
transformers/src/transformers/models/idefics/modeling_tf_idefics.py/0
{ "file_path": "transformers/src/transformers/models/idefics/modeling_tf_idefics.py", "repo_id": "transformers", "token_count": 35496 }
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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 # # Unless r...
transformers/src/transformers/models/idefics3/image_processing_idefics3.py/0
{ "file_path": "transformers/src/transformers/models/idefics3/image_processing_idefics3.py", "repo_id": "transformers", "token_count": 18718 }
481
# coding=utf-8 # Copyright 2025 Deepseek AI 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/LICENSE-2.0 #...
transformers/src/transformers/models/janus/modular_janus.py/0
{ "file_path": "transformers/src/transformers/models/janus/modular_janus.py", "repo_id": "transformers", "token_count": 29966 }
482
# coding=utf-8 # Copyright 2024 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/kosmos2_5/processing_kosmos2_5.py/0
{ "file_path": "transformers/src/transformers/models/kosmos2_5/processing_kosmos2_5.py", "repo_id": "transformers", "token_count": 2611 }
483
# coding=utf-8 # Copyright 2022 The HuggingFace Inc. team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable...
transformers/src/transformers/models/layoutlmv3/tokenization_layoutlmv3_fast.py/0
{ "file_path": "transformers/src/transformers/models/layoutlmv3/tokenization_layoutlmv3_fast.py", "repo_id": "transformers", "token_count": 18504 }
484
# coding=utf-8 # Copyright 2025 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/levit/image_processing_levit_fast.py/0
{ "file_path": "transformers/src/transformers/models/levit/image_processing_levit_fast.py", "repo_id": "transformers", "token_count": 1555 }
485
# coding=utf-8 # Copyright 2025 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/image_processing_llava_fast.py/0
{ "file_path": "transformers/src/transformers/models/llava/image_processing_llava_fast.py", "repo_id": "transformers", "token_count": 2901 }
486
# 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/llava_next_video/processing_llava_next_video.py/0
{ "file_path": "transformers/src/transformers/models/llava_next_video/processing_llava_next_video.py", "repo_id": "transformers", "token_count": 6354 }
487
# coding=utf-8 # Copyright 2018 The Google AI Language Team Authors, The HuggingFace Inc. team, and the # Lxmert Authors. # 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/src/transformers/models/lxmert/modeling_tf_lxmert.py/0
{ "file_path": "transformers/src/transformers/models/lxmert/modeling_tf_lxmert.py", "repo_id": "transformers", "token_count": 31851 }
488
# 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/mask2former/configuration_mask2former.py/0
{ "file_path": "transformers/src/transformers/models/mask2former/configuration_mask2former.py", "repo_id": "transformers", "token_count": 4893 }
489
# 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/modeling_maskformer_swin.py/0
{ "file_path": "transformers/src/transformers/models/maskformer/modeling_maskformer_swin.py", "repo_id": "transformers", "token_count": 16800 }
490
# coding=utf-8 # Copyright 2024 Kyutai, 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/mimi/modeling_mimi.py/0
{ "file_path": "transformers/src/transformers/models/mimi/modeling_mimi.py", "repo_id": "transformers", "token_count": 33903 }
491
# coding=utf-8 # Copyright 2025 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 req...
transformers/src/transformers/models/mistral3/modular_mistral3.py/0
{ "file_path": "transformers/src/transformers/models/mistral3/modular_mistral3.py", "repo_id": "transformers", "token_count": 6028 }
492
# 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/mllama/processing_mllama.py/0
{ "file_path": "transformers/src/transformers/models/mllama/processing_mllama.py", "repo_id": "transformers", "token_count": 7122 }
493
# 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/mobilevit/convert_mlcvnets_to_pytorch.py/0
{ "file_path": "transformers/src/transformers/models/mobilevit/convert_mlcvnets_to_pytorch.py", "repo_id": "transformers", "token_count": 5872 }
494
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨 # This file was automatically generated from src/transformers/models/modernbert_decoder/modular_modernbert_decoder.py. # Do NOT edit this file manually as any edits will be overwritt...
transformers/src/transformers/models/modernbert_decoder/modeling_modernbert_decoder.py/0
{ "file_path": "transformers/src/transformers/models/modernbert_decoder/modeling_modernbert_decoder.py", "repo_id": "transformers", "token_count": 11553 }
495
# coding=utf-8 # Copyright 2023 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/configuration_musicgen.py/0
{ "file_path": "transformers/src/transformers/models/musicgen/configuration_musicgen.py", "repo_id": "transformers", "token_count": 4109 }
496
# coding=utf-8 # Copyright 2025 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_fast.py/0
{ "file_path": "transformers/src/transformers/models/nougat/image_processing_nougat_fast.py", "repo_id": "transformers", "token_count": 4962 }
497
from typing import Callable, Optional import torch import torch.nn as nn from transformers.utils.generic import TransformersKwargs from ...cache_utils import Cache from ...modeling_utils import ALL_ATTENTION_FUNCTIONS from ...processing_utils import Unpack from ...utils import logging from ...utils.deprecation impor...
transformers/src/transformers/models/olmo2/modular_olmo2.py/0
{ "file_path": "transformers/src/transformers/models/olmo2/modular_olmo2.py", "repo_id": "transformers", "token_count": 5813 }
498
# coding=utf-8 # Copyright 2022 SHI Labs 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 required ...
transformers/src/transformers/models/oneformer/processing_oneformer.py/0
{ "file_path": "transformers/src/transformers/models/oneformer/processing_oneformer.py", "repo_id": "transformers", "token_count": 3698 }
499
# coding=utf-8 # Copyright 2025 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/ovis2/convert_ovis2_weights_to_hf.py/0
{ "file_path": "transformers/src/transformers/models/ovis2/convert_ovis2_weights_to_hf.py", "repo_id": "transformers", "token_count": 5905 }
500
# 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/owlvit/convert_owlvit_original_flax_to_hf.py/0
{ "file_path": "transformers/src/transformers/models/owlvit/convert_owlvit_original_flax_to_hf.py", "repo_id": "transformers", "token_count": 6084 }
501
# 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/patchtst/configuration_patchtst.py/0
{ "file_path": "transformers/src/transformers/models/patchtst/configuration_patchtst.py", "repo_id": "transformers", "token_count": 4674 }
502
# coding=utf-8 # Copyright 2023 EleutherAI and the HuggingFace Inc. team. All rights reserved. # # This code is based on EleutherAI's GPT-NeoX library and the GPT-NeoX # and OPT implementations in this library. It has been modified from its # original forms to accommodate minor architectural differences compared # to G...
transformers/src/transformers/models/persimmon/modeling_persimmon.py/0
{ "file_path": "transformers/src/transformers/models/persimmon/modeling_persimmon.py", "repo_id": "transformers", "token_count": 14740 }
503
# Copyright 2025 Microsoft and the HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless re...
transformers/src/transformers/models/phi4_multimodal/modular_phi4_multimodal.py/0
{ "file_path": "transformers/src/transformers/models/phi4_multimodal/modular_phi4_multimodal.py", "repo_id": "transformers", "token_count": 33545 }
504
# 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/pixtral/image_processing_pixtral.py/0
{ "file_path": "transformers/src/transformers/models/pixtral/image_processing_pixtral.py", "repo_id": "transformers", "token_count": 9348 }
505
# coding=utf-8 # Copyright 2022 Sea AI Lab and The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2...
transformers/src/transformers/models/poolformer/modeling_poolformer.py/0
{ "file_path": "transformers/src/transformers/models/poolformer/modeling_poolformer.py", "repo_id": "transformers", "token_count": 6688 }
506
# coding=utf-8 # Copyright 2020 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/prophetnet/convert_prophetnet_original_pytorch_checkpoint_to_pytorch.py/0
{ "file_path": "transformers/src/transformers/models/prophetnet/convert_prophetnet_original_pytorch_checkpoint_to_pytorch.py", "repo_id": "transformers", "token_count": 3107 }
507
from typing import Callable, Optional import torch import torch.utils.checkpoint from packaging import version from torch import nn from ...cache_utils import Cache, DynamicCache from ...integrations import use_kernel_forward_from_hub from ...masking_utils import create_causal_mask, create_sliding_window_causal_mask ...
transformers/src/transformers/models/qwen2/modular_qwen2.py/0
{ "file_path": "transformers/src/transformers/models/qwen2/modular_qwen2.py", "repo_id": "transformers", "token_count": 4102 }
508
# 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/qwen2_audio/processing_qwen2_audio.py/0
{ "file_path": "transformers/src/transformers/models/qwen2_audio/processing_qwen2_audio.py", "repo_id": "transformers", "token_count": 4991 }
509
# coding=utf-8 # Copyright 2024 The Qwen team, Alibaba Group 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/...
transformers/src/transformers/models/qwen3_moe/configuration_qwen3_moe.py/0
{ "file_path": "transformers/src/transformers/models/qwen3_moe/configuration_qwen3_moe.py", "repo_id": "transformers", "token_count": 5182 }
510
# coding=utf-8 # Copyright 2020 The Trax 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 copy of the License at...
transformers/src/transformers/models/reformer/modeling_reformer.py/0
{ "file_path": "transformers/src/transformers/models/reformer/modeling_reformer.py", "repo_id": "transformers", "token_count": 52494 }
511
# 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/tokenization_roformer_fast.py/0
{ "file_path": "transformers/src/transformers/models/roformer/tokenization_roformer_fast.py", "repo_id": "transformers", "token_count": 2246 }
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# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨 # This file was automatically generated from src/transformers/models/sam2/modular_sam2.py. # Do NOT edit this file manually as any edits will be overwritten by the generation of # ...
transformers/src/transformers/models/sam2/modeling_sam2.py/0
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# coding=utf-8 # Copyright 2025 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/smollm3/modular_smollm3.py/0
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# coding=utf-8 # Copyright 2021 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless r...
transformers/src/transformers/models/speech_to_text/configuration_speech_to_text.py/0
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# coding=utf-8 # Copyright 2024 BigCode and the HuggingFace Inc. team. All rights reserved. # # This code is based on EleutherAI's GPT-NeoX library and the GPT-NeoX # and OPT implementations in this library. It has been modified from its # original forms to accommodate minor architectural differences compared # to GPT-...
transformers/src/transformers/models/starcoder2/modular_starcoder2.py/0
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# coding=utf-8 # Copyright 2024 MBZUAI 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/swiftformer/modeling_tf_swiftformer.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/swinv2/modeling_swinv2.py/0
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# coding=utf-8 # Copyright 2018 T5 Authors and HuggingFace Inc. team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by...
transformers/src/transformers/models/t5/tokenization_t5_fast.py/0
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# coding=utf-8 # Copyright 2022 The HuggingFace Inc. team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable...
transformers/src/transformers/models/timesformer/convert_timesformer_to_pytorch.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/image_processing_tvp.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/upernet/configuration_upernet.py/0
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# coding=utf-8 # Copyright 2022 Multimedia Computing Group, Nanjing University 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...
transformers/src/transformers/models/videomae/modeling_videomae.py/0
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# 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/vit/convert_vit_timm_to_pytorch.py/0
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# coding=utf-8 # Copyright 2024 University of Sydney 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/vitpose_backbone/modeling_vitpose_backbone.py/0
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# coding=utf-8 # Copyright 2025 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/vjepa2/video_processing_vjepa2.py/0
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# coding=utf-8 # Copyright 2021 The Facebook Inc. and The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LI...
transformers/src/transformers/models/wav2vec2/tokenization_wav2vec2.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/whisper/tokenization_whisper.py/0
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# coding=utf-8 # Copyright 2021 The Fairseq Authors 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/LICE...
transformers/src/transformers/models/xglm/modeling_xglm.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/xmod/convert_xmod_original_pytorch_checkpoint_to_pytorch.py/0
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# coding=utf-8 # Copyright 2024 Zyphra Technologies 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 compar...
transformers/src/transformers/models/zamba/modeling_zamba.py/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 # # Unless required by applicabl...
transformers/src/transformers/onnx/utils.py/0
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# Copyright 2023 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
transformers/src/transformers/pipelines/image_to_image.py/0
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import warnings from collections import UserDict from typing import Any, Union, overload from ..utils import ( add_end_docstrings, is_tf_available, is_torch_available, is_vision_available, logging, requires_backends, ) from .base import Pipeline, build_pipeline_init_args if is_vision_availabl...
transformers/src/transformers/pipelines/zero_shot_image_classification.py/0
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# 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_fbgemm_fp8.py/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 # # Unless required by applicabl...
transformers/src/transformers/sagemaker/training_args_sm.py/0
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#!/usr/bin/env python # 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 # # ...
transformers/src/transformers/utils/__init__.py/0
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# This file is autogenerated by the command `make fix-copies`, do not edit. from ..utils import DummyObject, requires_backends class AlbertTokenizer(metaclass=DummyObject): _backends = ["sentencepiece"] def __init__(self, *args, **kwargs): requires_backends(self, ["sentencepiece"]) class BarthezTok...
transformers/src/transformers/utils/dummy_sentencepiece_objects.py/0
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# Copyright 2020 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
transformers/src/transformers/utils/model_parallel_utils.py/0
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<!--- Copyright 2020 The HuggingFace Team. All rights reserved. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or ...
transformers/templates/adding_a_new_model/README.md/0
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{ "model_type": "roberta" }
transformers/tests/fixtures/dummy-config.json/0
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# Copyright 2022 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 clone of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed ...
transformers/tests/generation/test_configuration_utils.py/0
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# Copyright 2023 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
transformers/tests/models/align/test_processing_align.py/0
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# 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 law or agreed ...
transformers/tests/models/auto/test_image_processing_auto.py/0
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# 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 required by app...
transformers/tests/models/bart/test_modeling_bart.py/0
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# Copyright 2020 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
transformers/tests/models/bert_japanese/test_tokenization_bert_japanese.py/0
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# Copyright 2022 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
transformers/tests/models/bloom/test_tokenization_bloom.py/0
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# Copyright 2024 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 agreed to in writ...
transformers/tests/models/chameleon/test_image_processing_chameleon.py/0
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# 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 required by appl...
transformers/tests/models/convbert/test_modeling_convbert.py/0
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# Copyright 2018 Salesforce and HuggingFace Inc. team. # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law o...
transformers/tests/models/ctrl/test_tokenization_ctrl.py/0
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# 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 agreed to in writ...
transformers/tests/models/detr/test_image_processing_detr.py/0
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# 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 required by appl...
transformers/tests/models/dinov3_convnext/test_modeling_dinov3_convnext.py/0
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# Copyright 2025 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/tests/models/dots1/test_modeling_dots1.py/0
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# Copyright 2025 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/tests/models/ernie4_5/test_modeling_ernie4_5.py/0
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# Copyright 2024 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
transformers/tests/models/got_ocr2/test_processing_got_ocr2.py/0
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# Copyright 2025 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/tests/models/internvl/test_processing_internvl.py/0
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# coding=utf-8 # Copyright 2024 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/tests/models/kosmos2_5/test_processor_kosmos2_5.py/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 # # Unless required by applicabl...
transformers/tests/models/luke/test_tokenization_luke.py/0
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# Copyright 2022 The Hugging Face 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 or agreed to i...
transformers/tests/models/markuplm/test_modeling_markuplm.py/0
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# Copyright 2021 The HuggingFace Inc. team. All rights reserved. # Copyright 2021 NVIDIA Corporation. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.a...
transformers/tests/models/megatron_bert/test_modeling_megatron_bert.py/0
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# Copyright 2024 The Qwen team, Alibaba Group 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/tests/models/mistral3/test_modeling_mistral3.py/0
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# Copyright 2023 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
transformers/tests/models/musicgen/test_processing_musicgen.py/0
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# 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 required by appl...
transformers/tests/models/oneformer/test_modeling_oneformer.py/0
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# 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 required by appl...
transformers/tests/models/pegasus_x/test_modeling_pegasus_x.py/0
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# Copyright 2020 The HuggingFace Inc. team, The Microsoft Research 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...
transformers/tests/models/prophetnet/test_tokenization_prophetnet.py/0
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