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# coding=utf-8 # Copyright 2022 The OpenAI Team 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 # # Unles...
transformers/src/transformers/models/deprecated/jukebox/configuration_jukebox.py/0
{ "file_path": "transformers/src/transformers/models/deprecated/jukebox/configuration_jukebox.py", "repo_id": "transformers", "token_count": 10994 }
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# coding=utf-8 # Copyright 2022 The Trajectory Transformers paper 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://ww...
transformers/src/transformers/models/deprecated/trajectory_transformer/convert_trajectory_transformer_original_pytorch_checkpoint_to_pytorch.py/0
{ "file_path": "transformers/src/transformers/models/deprecated/trajectory_transformer/convert_trajectory_transformer_original_pytorch_checkpoint_to_pytorch.py", "repo_id": "transformers", "token_count": 1099 }
461
# 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/depth_anything/convert_distill_any_depth_to_hf.py/0
{ "file_path": "transformers/src/transformers/models/depth_anything/convert_distill_any_depth_to_hf.py", "repo_id": "transformers", "token_count": 4287 }
462
# 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/dinat/configuration_dinat.py/0
{ "file_path": "transformers/src/transformers/models/dinat/configuration_dinat.py", "repo_id": "transformers", "token_count": 2852 }
463
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨 # This file was automatically generated from src/transformers/models/doge/modular_doge.py. # Do NOT edit this file manually as any edits will be overwritten by the generation of # ...
transformers/src/transformers/models/doge/configuration_doge.py/0
{ "file_path": "transformers/src/transformers/models/doge/configuration_doge.py", "repo_id": "transformers", "token_count": 5639 }
464
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨 # This file was automatically generated from src/transformers/models/dpt/modular_dpt.py. # Do NOT edit this file manually as any edits will be overwritten by the generation of # ...
transformers/src/transformers/models/dpt/image_processing_dpt_fast.py/0
{ "file_path": "transformers/src/transformers/models/dpt/image_processing_dpt_fast.py", "repo_id": "transformers", "token_count": 7591 }
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# coding=utf-8 # Copyright 2018 The HuggingFace Inc. team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable...
transformers/src/transformers/models/electra/convert_electra_original_tf_checkpoint_to_pytorch.py/0
{ "file_path": "transformers/src/transformers/models/electra/convert_electra_original_tf_checkpoint_to_pytorch.py", "repo_id": "transformers", "token_count": 1018 }
466
# coding=utf-8 # Copyright 2023 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless r...
transformers/src/transformers/models/encodec/feature_extraction_encodec.py/0
{ "file_path": "transformers/src/transformers/models/encodec/feature_extraction_encodec.py", "repo_id": "transformers", "token_count": 4103 }
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from .chunk_utils import chunk_layer from .data_transforms import make_atom14_masks from .feats import atom14_to_atom37, frames_and_literature_positions_to_atom14_pos, torsion_angles_to_frames from .loss import compute_predicted_aligned_error, compute_tm from .protein import Protein as OFProtein from .protein import to...
transformers/src/transformers/models/esm/openfold_utils/__init__.py/0
{ "file_path": "transformers/src/transformers/models/esm/openfold_utils/__init__.py", "repo_id": "transformers", "token_count": 144 }
468
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨 # This file was automatically generated from src/transformers/models/exaone4/modular_exaone4.py. # Do NOT edit this file manually as any edits will be overwritten by the generation o...
transformers/src/transformers/models/exaone4/configuration_exaone4.py/0
{ "file_path": "transformers/src/transformers/models/exaone4/configuration_exaone4.py", "repo_id": "transformers", "token_count": 5228 }
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# coding=utf-8 # Copyright 2021 Google AI, Google Brain 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 # # U...
transformers/src/transformers/models/fnet/tokenization_fnet_fast.py/0
{ "file_path": "transformers/src/transformers/models/fnet/tokenization_fnet_fast.py", "repo_id": "transformers", "token_count": 2663 }
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# 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/funnel/tokenization_funnel_fast.py/0
{ "file_path": "transformers/src/transformers/models/funnel/tokenization_funnel_fast.py", "repo_id": "transformers", "token_count": 3511 }
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# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨 # This file was automatically generated from src/transformers/models/gemma2/modular_gemma2.py. # Do NOT edit this file manually as any edits will be overwritten by the generation of ...
transformers/src/transformers/models/gemma2/configuration_gemma2.py/0
{ "file_path": "transformers/src/transformers/models/gemma2/configuration_gemma2.py", "repo_id": "transformers", "token_count": 3982 }
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# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨 # This file was automatically generated from src/transformers/models/gemma3n/modular_gemma3n.py. # Do NOT edit this file manually as any edits will be overwritten by the generation o...
transformers/src/transformers/models/gemma3n/modeling_gemma3n.py/0
{ "file_path": "transformers/src/transformers/models/gemma3n/modeling_gemma3n.py", "repo_id": "transformers", "token_count": 49284 }
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# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨 # This file was automatically generated from src/transformers/models/glm4v_moe/modular_glm4v_moe.py. # Do NOT edit this file manually as any edits will be overwritten by the generati...
transformers/src/transformers/models/glm4v_moe/configuration_glm4v_moe.py/0
{ "file_path": "transformers/src/transformers/models/glm4v_moe/configuration_glm4v_moe.py", "repo_id": "transformers", "token_count": 8080 }
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# coding=utf-8 # Copyright 2024 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 requi...
transformers/src/transformers/models/got_ocr2/processing_got_ocr2.py/0
{ "file_path": "transformers/src/transformers/models/got_ocr2/processing_got_ocr2.py", "repo_id": "transformers", "token_count": 5366 }
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# coding=utf-8 # Copyright 2025 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless requir...
transformers/src/transformers/models/gpt_oss/modular_gpt_oss.py/0
{ "file_path": "transformers/src/transformers/models/gpt_oss/modular_gpt_oss.py", "repo_id": "transformers", "token_count": 8862 }
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# 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/modeling_granite_speech.py/0
{ "file_path": "transformers/src/transformers/models/granite_speech/modeling_granite_speech.py", "repo_id": "transformers", "token_count": 10971 }
477
# coding=utf-8 # Copyright 2020 The Google AI Language Team Authors, Allegro.pl, Facebook Inc. and the HuggingFace Inc. team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://ww...
transformers/src/transformers/models/herbert/tokenization_herbert_fast.py/0
{ "file_path": "transformers/src/transformers/models/herbert/tokenization_herbert_fast.py", "repo_id": "transformers", "token_count": 2033 }
478
# 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/hubert/modular_hubert.py/0
{ "file_path": "transformers/src/transformers/models/hubert/modular_hubert.py", "repo_id": "transformers", "token_count": 5029 }
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_idefics.py/0
{ "file_path": "transformers/src/transformers/models/idefics/modeling_idefics.py", "repo_id": "transformers", "token_count": 30369 }
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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/idefics3/convert_idefics3_weights_to_hf.py/0
{ "file_path": "transformers/src/transformers/models/idefics3/convert_idefics3_weights_to_hf.py", "repo_id": "transformers", "token_count": 2956 }
481
# 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/instructblipvideo/video_processing_instructblipvideo.py/0
{ "file_path": "transformers/src/transformers/models/instructblipvideo/video_processing_instructblipvideo.py", "repo_id": "transformers", "token_count": 2052 }
482
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨 # This file was automatically generated from src/transformers/models/janus/modular_janus.py. # Do NOT edit this file manually as any edits will be overwritten by the generation of # ...
transformers/src/transformers/models/janus/modeling_janus.py/0
{ "file_path": "transformers/src/transformers/models/janus/modeling_janus.py", "repo_id": "transformers", "token_count": 26530 }
483
# 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/modeling_kosmos2_5.py/0
{ "file_path": "transformers/src/transformers/models/kosmos2_5/modeling_kosmos2_5.py", "repo_id": "transformers", "token_count": 35553 }
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# coding=utf-8 # Copyright Microsoft Research and The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENS...
transformers/src/transformers/models/layoutlmv2/configuration_layoutlmv2.py/0
{ "file_path": "transformers/src/transformers/models/layoutlmv2/configuration_layoutlmv2.py", "repo_id": "transformers", "token_count": 4627 }
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# coding=utf-8 # Copyright 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 requir...
transformers/src/transformers/models/layoutlmv3/tokenization_layoutlmv3.py/0
{ "file_path": "transformers/src/transformers/models/layoutlmv3/tokenization_layoutlmv3.py", "repo_id": "transformers", "token_count": 33019 }
486
# coding=utf-8 # Copyright 2024 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 requi...
transformers/src/transformers/models/llava_next_video/modular_llava_next_video.py/0
{ "file_path": "transformers/src/transformers/models/llava_next_video/modular_llava_next_video.py", "repo_id": "transformers", "token_count": 14304 }
487
# coding=utf-8 # Copyright 2020 The Allen Institute for AI team 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...
transformers/src/transformers/models/longformer/modeling_tf_longformer.py/0
{ "file_path": "transformers/src/transformers/models/longformer/modeling_tf_longformer.py", "repo_id": "transformers", "token_count": 55294 }
488
# coding=utf-8 # Copyright 2018 Hao Tan, Mohit Bansal, and the HuggingFace team # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless r...
transformers/src/transformers/models/lxmert/modeling_lxmert.py/0
{ "file_path": "transformers/src/transformers/models/lxmert/modeling_lxmert.py", "repo_id": "transformers", "token_count": 27038 }
489
# coding=utf-8 # Copyright 2024 state-spaces/mamba2 org 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 # # Unles...
transformers/src/transformers/models/mamba2/modeling_mamba2.py/0
{ "file_path": "transformers/src/transformers/models/mamba2/modeling_mamba2.py", "repo_id": "transformers", "token_count": 21910 }
490
# coding=utf-8 # Copyright 2022 Meta Platforms, Inc.s 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/maskformer/modeling_maskformer.py/0
{ "file_path": "transformers/src/transformers/models/maskformer/modeling_maskformer.py", "repo_id": "transformers", "token_count": 34847 }
491
# coding=utf-8 # Copyright 2024 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless r...
transformers/src/transformers/models/mimi/convert_mimi_checkpoint_to_pytorch.py/0
{ "file_path": "transformers/src/transformers/models/mimi/convert_mimi_checkpoint_to_pytorch.py", "repo_id": "transformers", "token_count": 2809 }
492
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨 # This file was automatically generated from src/transformers/models/mistral3/modular_mistral3.py. # Do NOT edit this file manually as any edits will be overwritten by the generation...
transformers/src/transformers/models/mistral3/modeling_mistral3.py/0
{ "file_path": "transformers/src/transformers/models/mistral3/modeling_mistral3.py", "repo_id": "transformers", "token_count": 9760 }
493
# 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/mllama/modeling_mllama.py/0
{ "file_path": "transformers/src/transformers/models/mllama/modeling_mllama.py", "repo_id": "transformers", "token_count": 33704 }
494
# 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/mobilevit/configuration_mobilevit.py/0
{ "file_path": "transformers/src/transformers/models/mobilevit/configuration_mobilevit.py", "repo_id": "transformers", "token_count": 2898 }
495
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨 # 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/configuration_modernbert_decoder.py/0
{ "file_path": "transformers/src/transformers/models/modernbert_decoder/configuration_modernbert_decoder.py", "repo_id": "transformers", "token_count": 4341 }
496
# coding=utf-8 # Copyright 2022 SHI Labs 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/oneformer/modeling_oneformer.py/0
{ "file_path": "transformers/src/transformers/models/oneformer/modeling_oneformer.py", "repo_id": "transformers", "token_count": 60938 }
497
# 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/configuration_ovis2.py/0
{ "file_path": "transformers/src/transformers/models/ovis2/configuration_ovis2.py", "repo_id": "transformers", "token_count": 3165 }
498
# 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/configuration_owlvit.py/0
{ "file_path": "transformers/src/transformers/models/owlvit/configuration_owlvit.py", "repo_id": "transformers", "token_count": 5546 }
499
# 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/perceiver/convert_perceiver_haiku_to_pytorch.py/0
{ "file_path": "transformers/src/transformers/models/perceiver/convert_perceiver_haiku_to_pytorch.py", "repo_id": "transformers", "token_count": 9030 }
500
# Copyright 2023 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by appl...
transformers/src/transformers/models/persimmon/convert_persimmon_weights_to_hf.py/0
{ "file_path": "transformers/src/transformers/models/persimmon/convert_persimmon_weights_to_hf.py", "repo_id": "transformers", "token_count": 1755 }
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# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨 # This file was automatically generated from src/transformers/models/phi4_multimodal/modular_phi4_multimodal.py. # Do NOT edit this file manually as any edits will be overwritten by ...
transformers/src/transformers/models/phi4_multimodal/modeling_phi4_multimodal.py/0
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# coding=utf-8 # Copyright 2024 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 require...
transformers/src/transformers/models/pixtral/convert_pixtral_weights_to_hf.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/poolformer/image_processing_poolformer_fast.py/0
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# coding=utf-8 # Copyright 2024 the HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless r...
transformers/src/transformers/models/qwen2_audio/modeling_qwen2_audio.py/0
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# 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/reformer/convert_reformer_trax_checkpoint_to_pytorch.py/0
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# coding=utf-8 # Copyright The HuggingFace Team and The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICE...
transformers/src/transformers/models/rembert/tokenization_rembert.py/0
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# coding=utf-8 # Copyright 2025 Baidu Inc and The HuggingFace Inc. team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required...
transformers/src/transformers/models/rt_detr_v2/modular_rt_detr_v2.py/0
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# 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/sam_hq/processing_samhq.py/0
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# Copyright 2025 Bytedance-Seed Ltd 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/seed_oss/modular_seed_oss.py/0
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# coding=utf-8 # Copyright 2024 The HuggingFace Inc. team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable...
transformers/src/transformers/models/siglip/convert_siglip_to_hf.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/src/transformers/models/speech_to_text/__init__.py/0
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# coding=utf-8 # Copyright 2023 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/speecht5/tokenization_speecht5.py/0
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# coding=utf-8 # Copyright 2023 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_swiftformer.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/swinv2/convert_swinv2_timm_to_pytorch.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.py/0
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# coding=utf-8 # Copyright 2020 Google Research 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 re...
transformers/src/transformers/models/tapas/tokenization_tapas.py/0
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# coding=utf-8 # Copyright 2022 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless r...
transformers/src/transformers/models/timesformer/configuration_timesformer.py/0
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# coding=utf-8 # Copyright 2023 The Intel AIA Team Authors, and HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License=, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/lice...
transformers/src/transformers/models/tvp/configuration_tvp.py/0
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# coding=utf-8 # Copyright 2021 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 # # http://www.a...
transformers/src/transformers/models/vision_encoder_decoder/configuration_vision_encoder_decoder.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_dino_to_pytorch.py/0
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# coding=utf-8 # Copyright 2022 Facebook AI and The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-...
transformers/src/transformers/models/vit_msn/modeling_vit_msn.py/0
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# coding=utf-8 # Copyright 2024 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless r...
transformers/src/transformers/models/vitpose_backbone/configuration_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/modeling_vjepa2.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/wav2vec2/processing_wav2vec2.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/wav2vec2_with_lm/processing_wav2vec2_with_lm.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/whisper/processing_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_tf_xglm.py/0
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# coding=utf-8 # Copyright 2018 Google AI, Google Brain and Carnegie Mellon University 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://ww...
transformers/src/transformers/models/xlm_roberta/tokenization_xlm_roberta_fast.py/0
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# 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
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import os from functools import partial, reduce from typing import TYPE_CHECKING, Callable, Optional, Union import transformers from .. import PretrainedConfig, is_tf_available, is_torch_available from ..utils import TF2_WEIGHTS_NAME, WEIGHTS_NAME, logging from .config import OnnxConfig if TYPE_CHECKING: from t...
transformers/src/transformers/onnx/features.py/0
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# coding=utf-8 # Copyright 2024 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless r...
transformers/src/transformers/pipelines/image_text_to_text.py/0
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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
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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_eetq.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/training_args_tf.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 SLOW_TO_FAST_CONVERTERS = None def convert_slow_tokenizer(*args, **kwargs): requires_backends(convert_slow_tokenizer, ["sentencepiece", "tokenizers"])
transformers/src/transformers/utils/dummy_sentencepiece_and_tokenizers_objects.py/0
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import functools import logging import time from enum import Enum from typing import Any, Callable, Optional, Union import torch class RequestStatus(Enum): """Status of a generation request through its lifecycle.""" PENDING = "pending" PREFILLING = "prefilling" PREFILLING_SPLIT = "prefilling_split" ...
transformers/src/transformers/utils/metrics.py/0
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**TEMPLATE** ===================================== *search & replace the following keywords, e.g.:* `:%s/\[name of model\]/brand_new_bert/g` -[lowercase name of model] # e.g. brand_new_bert -[camelcase name of model] # e.g. BrandNewBert -[name of mentor] # e.g. [Peter](https://github.com/peter) -[link to origin...
transformers/templates/adding_a_new_model/ADD_NEW_MODEL_PROPOSAL_TEMPLATE.md/0
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{ "add_copied_from": true, "old_model_type": "distilbert", "new_model_patterns": { "model_name": "BERT New", "checkpoint": "huggingface/bert-new-base", "model_type": "bert-new", "model_lower_cased": "bert_new", "model_camel_cased": "BertNew", "model_upper_case...
transformers/tests/fixtures/add_distilbert_like_config.json/0
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import gc import unittest import weakref from unittest.mock import MagicMock import torch from transformers import AutoConfig, AutoModelForCausalLM, AutoTokenizer, GenerationConfig, pipeline from transformers.generation.candidate_generator import ( AssistantToTargetTranslator, AssistantVocabTranslatorCache, ...
transformers/tests/generation/test_candidate_generator.py/0
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# 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/align/test_modeling_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_feature_extraction_auto.py/0
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# Copyright 2025 The BitNet 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 # # Unl...
transformers/tests/models/bitnet/test_modeling_bitnet.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_modeling_bloom.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/clip/test_tokenization_clip.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/cohere/test_tokenization_cohere.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_modeling_ctrl.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/tests/models/dbrx/test_modeling_dbrx.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/tests/models/falcon_h1/test_modeling_falcon_h1.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/tests/models/gemma/test_modeling_gemma.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...
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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...
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# Copyright (C) 2024 THL A29 Limited, a Tencent company 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...
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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...
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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...
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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...
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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...
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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...
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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...
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