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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 req...
transformers/src/transformers/models/llava_next/configuration_llava_next.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/models/llava_onevision/convert_llava_onevision_weights_to_hf.py/0
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# coding=utf-8 # Copyright 2021 The Fairseq Authors and The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/...
transformers/src/transformers/models/m2m_100/configuration_m2m_100.py/0
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# coding=utf-8 # Copyright 2021 The Marian Team 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/licen...
transformers/src/transformers/models/marian/modeling_marian.py/0
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513
# coding=utf-8 # Copyright 2020 The Facebook AI Research Team Authors and The HuggingFace Inc. team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LIC...
transformers/src/transformers/models/mbart/tokenization_mbart_fast.py/0
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514
from typing import Optional import torch from torch import nn from ...cache_utils import Cache, DynamicCache from ...configuration_utils import PretrainedConfig from ...masking_utils import create_causal_mask, create_sliding_window_causal_mask from ...modeling_outputs import BaseModelOutputWithPast from ...processing...
transformers/src/transformers/models/ministral/modular_ministral.py/0
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515
# 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/mm_grounding_dino/convert_mm_grounding_dino_to_hf.py/0
{ "file_path": "transformers/src/transformers/models/mm_grounding_dino/convert_mm_grounding_dino_to_hf.py", "repo_id": "transformers", "token_count": 16889 }
516
# 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/mobilevitv2/convert_mlcvnets_to_pytorch.py/0
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517
# coding=utf-8 # Copyright 2024 Meta AI and The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 ...
transformers/src/transformers/models/moshi/configuration_moshi.py/0
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518
# coding=utf-8 # Copyright 2020, The T5 Authors and 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 ...
transformers/src/transformers/models/mt5/configuration_mt5.py/0
{ "file_path": "transformers/src/transformers/models/mt5/configuration_mt5.py", "repo_id": "transformers", "token_count": 3344 }
519
# coding=utf-8 # Copyright 2022 The Fairseq Authors and The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/...
transformers/src/transformers/models/mvp/configuration_mvp.py/0
{ "file_path": "transformers/src/transformers/models/mvp/configuration_mvp.py", "repo_id": "transformers", "token_count": 3341 }
520
# Copyright 2023 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by appl...
transformers/src/transformers/models/nllb_moe/convert_nllb_moe_sharded_original_checkpoint_to_pytorch.py/0
{ "file_path": "transformers/src/transformers/models/nllb_moe/convert_nllb_moe_sharded_original_checkpoint_to_pytorch.py", "repo_id": "transformers", "token_count": 2761 }
521
from typing import Callable, Optional import torch import torch.nn as nn import torch.nn.functional as F from ...cache_utils import Cache from ...modeling_utils import ALL_ATTENTION_FUNCTIONS from ...utils import logging from ...utils.deprecation import deprecate_kwarg from ..llama.modeling_llama import ( LlamaAt...
transformers/src/transformers/models/olmo/modular_olmo.py/0
{ "file_path": "transformers/src/transformers/models/olmo/modular_olmo.py", "repo_id": "transformers", "token_count": 3024 }
522
# 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/omdet_turbo/configuration_omdet_turbo.py/0
{ "file_path": "transformers/src/transformers/models/omdet_turbo/configuration_omdet_turbo.py", "repo_id": "transformers", "token_count": 6027 }
523
# coding=utf-8 # Copyright 2018 The Open AI Team Authors and The HuggingFace Inc. team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # ...
transformers/src/transformers/models/openai/tokenization_openai_fast.py/0
{ "file_path": "transformers/src/transformers/models/openai/tokenization_openai_fast.py", "repo_id": "transformers", "token_count": 862 }
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# coding=utf-8 # Copyright 2023 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless r...
transformers/src/transformers/models/owlv2/image_processing_owlv2.py/0
{ "file_path": "transformers/src/transformers/models/owlv2/image_processing_owlv2.py", "repo_id": "transformers", "token_count": 11709 }
525
# 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/paligemma/convert_paligemma_weights_to_hf.py/0
{ "file_path": "transformers/src/transformers/models/paligemma/convert_paligemma_weights_to_hf.py", "repo_id": "transformers", "token_count": 7049 }
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# coding=utf-8 # Copyright 2023 IBM & Hugging Face. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this 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/patchtst/modeling_patchtst.py/0
{ "file_path": "transformers/src/transformers/models/patchtst/modeling_patchtst.py", "repo_id": "transformers", "token_count": 36153 }
527
# coding=utf-8 # Copyright 2021 Deepmind 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/perceiver/modeling_perceiver.py/0
{ "file_path": "transformers/src/transformers/models/perceiver/modeling_perceiver.py", "repo_id": "transformers", "token_count": 59128 }
528
# coding=utf-8 # Copyright 2023 Microsoft and the HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2....
transformers/src/transformers/models/phi/convert_phi_weights_to_hf.py/0
{ "file_path": "transformers/src/transformers/models/phi/convert_phi_weights_to_hf.py", "repo_id": "transformers", "token_count": 3301 }
529
# coding=utf-8 # Copyright 2024 Microsoft and the HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2....
transformers/src/transformers/models/phimoe/configuration_phimoe.py/0
{ "file_path": "transformers/src/transformers/models/phimoe/configuration_phimoe.py", "repo_id": "transformers", "token_count": 4100 }
530
# 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/pixtral/processing_pixtral.py/0
{ "file_path": "transformers/src/transformers/models/pixtral/processing_pixtral.py", "repo_id": "transformers", "token_count": 4963 }
531
# Copyright 2023 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by appl...
transformers/src/transformers/models/pop2piano/convert_pop2piano_weights_to_hf.py/0
{ "file_path": "transformers/src/transformers/models/pop2piano/convert_pop2piano_weights_to_hf.py", "repo_id": "transformers", "token_count": 3453 }
532
# 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/qwen2/tokenization_qwen2_fast.py/0
{ "file_path": "transformers/src/transformers/models/qwen2/tokenization_qwen2_fast.py", "repo_id": "transformers", "token_count": 2030 }
533
# coding=utf-8 # Copyright 2025 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/modular_qwen3_moe.py/0
{ "file_path": "transformers/src/transformers/models/qwen3_moe/modular_qwen3_moe.py", "repo_id": "transformers", "token_count": 5060 }
534
# 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": 52603 }
535
# 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/resnet/convert_resnet_to_pytorch.py/0
{ "file_path": "transformers/src/transformers/models/resnet/convert_resnet_to_pytorch.py", "repo_id": "transformers", "token_count": 2969 }
536
# coding=utf-8 # Copyright 2022 WeChatAI 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/roc_bert/tokenization_roc_bert.py/0
{ "file_path": "transformers/src/transformers/models/roc_bert/tokenization_roc_bert.py", "repo_id": "transformers", "token_count": 22826 }
537
import pathlib from typing import Optional, Union import torch from transformers.models.detr.image_processing_detr_fast import DetrFastImageProcessorKwargs, DetrImageProcessorFast from ...image_processing_utils import BatchFeature from ...image_processing_utils_fast import BaseImageProcessorFast, SizeDict, get_max_h...
transformers/src/transformers/models/rt_detr/modular_rt_detr.py/0
{ "file_path": "transformers/src/transformers/models/rt_detr/modular_rt_detr.py", "repo_id": "transformers", "token_count": 6476 }
538
# 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/sam/processing_sam.py/0
{ "file_path": "transformers/src/transformers/models/sam/processing_sam.py", "repo_id": "transformers", "token_count": 4861 }
539
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨 # This file was automatically generated from src/transformers/models/sam_hq/modular_sam_hq.py. # Do NOT edit this file manually as any edits will be overwritten by the generation of ...
transformers/src/transformers/models/sam_hq/configuration_sam_hq.py/0
{ "file_path": "transformers/src/transformers/models/sam_hq/configuration_sam_hq.py", "repo_id": "transformers", "token_count": 5920 }
540
# 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/modeling_seamless_m4t_v2.py/0
{ "file_path": "transformers/src/transformers/models/seamless_m4t_v2/modeling_seamless_m4t_v2.py", "repo_id": "transformers", "token_count": 91684 }
541
# 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/seggpt/image_processing_seggpt.py/0
{ "file_path": "transformers/src/transformers/models/seggpt/image_processing_seggpt.py", "repo_id": "transformers", "token_count": 13314 }
542
# 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/shieldgemma2/processing_shieldgemma2.py/0
{ "file_path": "transformers/src/transformers/models/shieldgemma2/processing_shieldgemma2.py", "repo_id": "transformers", "token_count": 3526 }
543
# 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/siglip2/processing_siglip2.py/0
{ "file_path": "transformers/src/transformers/models/siglip2/processing_siglip2.py", "repo_id": "transformers", "token_count": 795 }
544
# 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_speech_to_text_wav2vec2_seq2seq_original_to_pytorch.py/0
{ "file_path": "transformers/src/transformers/models/speech_encoder_decoder/convert_speech_to_text_wav2vec2_seq2seq_original_to_pytorch.py", "repo_id": "transformers", "token_count": 5271 }
545
# 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/processing_speecht5.py/0
{ "file_path": "transformers/src/transformers/models/speecht5/processing_speecht5.py", "repo_id": "transformers", "token_count": 2828 }
546
# coding=utf-8 # Copyright 2024 BigCode and the HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 ...
transformers/src/transformers/models/starcoder2/configuration_starcoder2.py/0
{ "file_path": "transformers/src/transformers/models/starcoder2/configuration_starcoder2.py", "repo_id": "transformers", "token_count": 4336 }
547
# 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/swiftformer/convert_swiftformer_original_to_hf.py/0
{ "file_path": "transformers/src/transformers/models/swiftformer/convert_swiftformer_original_to_hf.py", "repo_id": "transformers", "token_count": 2560 }
548
# 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
{ "file_path": "transformers/src/transformers/models/swinv2/modeling_swinv2.py", "repo_id": "transformers", "token_count": 24729 }
549
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨 # This file was automatically generated from src/transformers/models/t5gemma/modular_t5gemma.py. # Do NOT edit this file manually as any edits will be overwritten by the generation o...
transformers/src/transformers/models/t5gemma/modeling_t5gemma.py/0
{ "file_path": "transformers/src/transformers/models/t5gemma/modeling_t5gemma.py", "repo_id": "transformers", "token_count": 25679 }
550
# coding=utf-8 # Copyright 2025 the Fast 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/LIC...
transformers/src/transformers/models/textnet/image_processing_textnet_fast.py/0
{ "file_path": "transformers/src/transformers/models/textnet/image_processing_textnet_fast.py", "repo_id": "transformers", "token_count": 2341 }
551
# 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/timm_backbone/modeling_timm_backbone.py/0
{ "file_path": "transformers/src/transformers/models/timm_backbone/modeling_timm_backbone.py", "repo_id": "transformers", "token_count": 2572 }
552
# 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
{ "file_path": "transformers/src/transformers/models/videomae/modeling_videomae.py", "repo_id": "transformers", "token_count": 16319 }
553
# 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/vision_encoder_decoder/modeling_vision_encoder_decoder.py/0
{ "file_path": "transformers/src/transformers/models/vision_encoder_decoder/modeling_vision_encoder_decoder.py", "repo_id": "transformers", "token_count": 9272 }
554
# coding=utf-8 # Copyright 2021 Google AI, Ross Wightman, The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/license...
transformers/src/transformers/models/vit/modeling_vit.py/0
{ "file_path": "transformers/src/transformers/models/vit/modeling_vit.py", "repo_id": "transformers", "token_count": 12017 }
555
# 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/vitmatte/image_processing_vitmatte_fast.py/0
{ "file_path": "transformers/src/transformers/models/vitmatte/image_processing_vitmatte_fast.py", "repo_id": "transformers", "token_count": 2821 }
556
# 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/vivit/configuration_vivit.py/0
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557
# 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/wav2vec2_conformer/convert_wav2vec2_conformer_original_pytorch_checkpoint_to_pytorch.py/0
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558
# Copyright 2022 The OpenAI team and The HuggingFace Team. All rights reserved. # Most of the code is copy pasted from the original whisper repository # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the Lic...
transformers/src/transformers/models/whisper/english_normalizer.py/0
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559
# coding=utf-8 # Copyright 2023 The Meta AI Team Authors and The HuggingFace Inc. team. # Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the Li...
transformers/src/transformers/models/xmod/configuration_xmod.py/0
{ "file_path": "transformers/src/transformers/models/xmod/configuration_xmod.py", "repo_id": "transformers", "token_count": 3421 }
560
# coding=utf-8 # Copyright 2024 Zyphra Technologies 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/zamba/configuration_zamba.py/0
{ "file_path": "transformers/src/transformers/models/zamba/configuration_zamba.py", "repo_id": "transformers", "token_count": 4545 }
561
from functools import partial, reduce from typing import TYPE_CHECKING, Callable, Optional import transformers from .. import PretrainedConfig, is_torch_available from ..utils import logging from .config import OnnxConfig if TYPE_CHECKING: from transformers import PreTrainedModel logger = logging.get_logger(_...
transformers/src/transformers/onnx/features.py/0
{ "file_path": "transformers/src/transformers/onnx/features.py", "repo_id": "transformers", "token_count": 11655 }
562
# 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
{ "file_path": "transformers/src/transformers/pipelines/image_to_image.py", "repo_id": "transformers", "token_count": 2048 }
563
import inspect from typing import Union import numpy as np from ..tokenization_utils import TruncationStrategy from ..utils import add_end_docstrings, logging from .base import ArgumentHandler, ChunkPipeline, build_pipeline_init_args logger = logging.get_logger(__name__) class ZeroShotClassificationArgumentHandle...
transformers/src/transformers/pipelines/zero_shot_classification.py/0
{ "file_path": "transformers/src/transformers/pipelines/zero_shot_classification.py", "repo_id": "transformers", "token_count": 5029 }
564
# 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_eetq.py/0
{ "file_path": "transformers/src/transformers/quantizers/quantizer_eetq.py", "repo_id": "transformers", "token_count": 2843 }
565
# 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/trainer_sm.py/0
{ "file_path": "transformers/src/transformers/sagemaker/trainer_sm.py", "repo_id": "transformers", "token_count": 332 }
566
# 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 law or agreed ...
transformers/src/transformers/utils/attention_visualizer.py/0
{ "file_path": "transformers/src/transformers/utils/attention_visualizer.py", "repo_id": "transformers", "token_count": 4539 }
567
# This file is autogenerated by the command `make fix-copies`, do not edit. from ..utils import DummyObject, requires_backends class TimmWrapperImageProcessor(metaclass=DummyObject): _backends = ["timm", "torchvision"] def __init__(self, *args, **kwargs): requires_backends(self, ["timm", "torchvision...
transformers/src/transformers/utils/dummy_timm_and_torchvision_objects.py/0
{ "file_path": "transformers/src/transformers/utils/dummy_timm_and_torchvision_objects.py", "repo_id": "transformers", "token_count": 115 }
568
# Generated by the protocol buffer compiler. DO NOT EDIT! # source: sentencepiece_model.proto # 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 th...
transformers/src/transformers/utils/sentencepiece_model_pb2.py/0
{ "file_path": "transformers/src/transformers/utils/sentencepiece_model_pb2.py", "repo_id": "transformers", "token_count": 28257 }
569
# Copyright 2020 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_logits_process.py/0
{ "file_path": "transformers/tests/generation/test_logits_process.py", "repo_id": "transformers", "token_count": 27217 }
570
# 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/tests/models/altclip/test_processing_altclip.py/0
{ "file_path": "transformers/tests/models/altclip/test_processing_altclip.py", "repo_id": "transformers", "token_count": 572 }
571
# 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/auto/test_modeling_auto.py/0
{ "file_path": "transformers/tests/models/auto/test_modeling_auto.py", "repo_id": "transformers", "token_count": 11130 }
572
# 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/bart/test_tokenization_bart.py/0
{ "file_path": "transformers/tests/models/bart/test_tokenization_bart.py", "repo_id": "transformers", "token_count": 3782 }
573
# 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/blenderbot/test_modeling_blenderbot.py/0
{ "file_path": "transformers/tests/models/blenderbot/test_modeling_blenderbot.py", "repo_id": "transformers", "token_count": 9720 }
574
# 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/clip/test_tokenization_clip.py/0
{ "file_path": "transformers/tests/models/clip/test_tokenization_clip.py", "repo_id": "transformers", "token_count": 4089 }
575
# 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/cohere/test_tokenization_cohere.py/0
{ "file_path": "transformers/tests/models/cohere/test_tokenization_cohere.py", "repo_id": "transformers", "token_count": 6303 }
576
# 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_modeling_ctrl.py/0
{ "file_path": "transformers/tests/models/ctrl/test_modeling_ctrl.py", "repo_id": "transformers", "token_count": 4534 }
577
# 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/tests/models/dbrx/test_modeling_dbrx.py/0
{ "file_path": "transformers/tests/models/dbrx/test_modeling_dbrx.py", "repo_id": "transformers", "token_count": 2444 }
578
# 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/tests/models/falcon_h1/test_modeling_falcon_h1.py/0
{ "file_path": "transformers/tests/models/falcon_h1/test_modeling_falcon_h1.py", "repo_id": "transformers", "token_count": 8791 }
579
# 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/tests/models/florence2/test_modeling_florence2.py/0
{ "file_path": "transformers/tests/models/florence2/test_modeling_florence2.py", "repo_id": "transformers", "token_count": 15509 }
580
# 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/git/test_processing_git.py/0
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581
# 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/glpn/test_modeling_glpn.py/0
{ "file_path": "transformers/tests/models/glpn/test_modeling_glpn.py", "repo_id": "transformers", "token_count": 6233 }
582
# 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/gpt_neox_japanese/test_tokenization_gpt_neox_japanese.py/0
{ "file_path": "transformers/tests/models/gpt_neox_japanese/test_tokenization_gpt_neox_japanese.py", "repo_id": "transformers", "token_count": 2367 }
583
# 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/instructblipvideo/test_processing_instructblipvideo.py/0
{ "file_path": "transformers/tests/models/instructblipvideo/test_processing_instructblipvideo.py", "repo_id": "transformers", "token_count": 2808 }
584
# Copyright 2023 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/LICENSE-2.0 # # ...
transformers/tests/models/kosmos2/test_processing_kosmos2.py/0
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585
# coding=utf-8 # Copyright 2025 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/lfm2_vl/test_image_processing_lfm2_vl.py/0
{ "file_path": "transformers/tests/models/lfm2_vl/test_image_processing_lfm2_vl.py", "repo_id": "transformers", "token_count": 5094 }
586
import tempfile import unittest from transformers import LlavaConfig class LlavaConfigTest(unittest.TestCase): def test_llava_reload(self): """ Simple test for reloading default llava configs """ with tempfile.TemporaryDirectory() as tmp_dir: config = LlavaConfig() ...
transformers/tests/models/llava/test_configuration_llava.py/0
{ "file_path": "transformers/tests/models/llava/test_configuration_llava.py", "repo_id": "transformers", "token_count": 1149 }
587
# coding=utf-8 # Copyright 2025 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/llava_onevision/test_video_processing_llava_onevision.py/0
{ "file_path": "transformers/tests/models/llava_onevision/test_video_processing_llava_onevision.py", "repo_id": "transformers", "token_count": 1721 }
588
# Copyright 2023 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by appl...
transformers/tests/models/mgp_str/test_modeling_mgp_str.py/0
{ "file_path": "transformers/tests/models/mgp_str/test_modeling_mgp_str.py", "repo_id": "transformers", "token_count": 4317 }
589
# 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/moshi/test_tokenization_moshi.py/0
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590
# 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/musicgen_melody/test_processing_musicgen_melody.py/0
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591
# 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/nystromformer/test_modeling_nystromformer.py/0
{ "file_path": "transformers/tests/models/nystromformer/test_modeling_nystromformer.py", "repo_id": "transformers", "token_count": 5690 }
592
# 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/owlvit/test_processing_owlvit.py/0
{ "file_path": "transformers/tests/models/owlvit/test_processing_owlvit.py", "repo_id": "transformers", "token_count": 4196 }
593
# Copyright 2023 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/tests/models/phi/test_modeling_phi.py/0
{ "file_path": "transformers/tests/models/phi/test_modeling_phi.py", "repo_id": "transformers", "token_count": 3203 }
594
# 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/pixtral/test_image_processing_pixtral.py/0
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595
# 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/tests/models/prompt_depth_anything/test_modeling_prompt_depth_anything.py/0
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596
# Copyright 2025 The Qwen Team and The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unles...
transformers/tests/models/qwen2_5_vl/test_modeling_qwen2_5_vl.py/0
{ "file_path": "transformers/tests/models/qwen2_5_vl/test_modeling_qwen2_5_vl.py", "repo_id": "transformers", "token_count": 15342 }
597
# Copyright 2023 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by appl...
transformers/tests/models/sam/test_modeling_sam.py/0
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598
# 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/seamless_m4t/test_tokenization_seamless_m4t.py/0
{ "file_path": "transformers/tests/models/seamless_m4t/test_tokenization_seamless_m4t.py", "repo_id": "transformers", "token_count": 15006 }
599
# 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/shieldgemma2/test_modeling_shieldgemma2.py/0
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600
# Copyright 2020 The SqueezeBert 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 required ...
transformers/tests/models/squeezebert/test_modeling_squeezebert.py/0
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601
# 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/trocr/test_modeling_trocr.py/0
{ "file_path": "transformers/tests/models/trocr/test_modeling_trocr.py", "repo_id": "transformers", "token_count": 3043 }
602
# 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/univnet/test_feature_extraction_univnet.py/0
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603
# Copyright 2023 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by appl...
transformers/tests/models/vipllava/test_modeling_vipllava.py/0
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604
# Copyright 2023 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by appl...
transformers/tests/models/vitdet/test_modeling_vitdet.py/0
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605
# 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/tests/models/vjepa2/test_modeling_vjepa2.py/0
{ "file_path": "transformers/tests/models/vjepa2/test_modeling_vjepa2.py", "repo_id": "transformers", "token_count": 5529 }
606
# 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/wav2vec2_with_lm/test_processing_wav2vec2_with_lm.py/0
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607
# 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...
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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...
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