text stringlengths 5 631k | id stringlengths 14 178 | metadata dict | __index_level_0__ int64 0 647 |
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# coding=utf-8
# 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/LICE... | transformers/src/transformers/models/bitnet/modular_bitnet.py/0 | {
"file_path": "transformers/src/transformers/models/bitnet/modular_bitnet.py",
"repo_id": "transformers",
"token_count": 2322
} | 463 |
# coding=utf-8
# Copyright 2022 the Big Science Workshop and HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/license... | transformers/src/transformers/models/bloom/configuration_bloom.py/0 | {
"file_path": "transformers/src/transformers/models/bloom/configuration_bloom.py",
"repo_id": "transformers",
"token_count": 4068
} | 464 |
# Copyright 2024 Meta Inc. and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless re... | transformers/src/transformers/models/chameleon/convert_chameleon_weights_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/chameleon/convert_chameleon_weights_to_hf.py",
"repo_id": "transformers",
"token_count": 9680
} | 465 |
# 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/clap/feature_extraction_clap.py/0 | {
"file_path": "transformers/src/transformers/models/clap/feature_extraction_clap.py",
"repo_id": "transformers",
"token_count": 7816
} | 466 |
# 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/clipseg/configuration_clipseg.py/0 | {
"file_path": "transformers/src/transformers/models/clipseg/configuration_clipseg.py",
"repo_id": "transformers",
"token_count": 7357
} | 467 |
# coding=utf-8
# Copyright 2022 Salesforce authors, The EleutherAI, and HuggingFace Teams. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/l... | transformers/src/transformers/models/codegen/configuration_codegen.py/0 | {
"file_path": "transformers/src/transformers/models/codegen/configuration_codegen.py",
"repo_id": "transformers",
"token_count": 3941
} | 468 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/cohere2_vision/modular_cohere2_vision.py.
# Do NOT edit this file manually as any edits will be overwritten by th... | transformers/src/transformers/models/cohere2_vision/modeling_cohere2_vision.py/0 | {
"file_path": "transformers/src/transformers/models/cohere2_vision/modeling_cohere2_vision.py",
"repo_id": "transformers",
"token_count": 7560
} | 469 |
# 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/convnext/convert_convnext_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/convnext/convert_convnext_to_pytorch.py",
"repo_id": "transformers",
"token_count": 4220
} | 470 |
# coding=utf-8
# Copyright 2022 The OpenBMB 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/LIC... | transformers/src/transformers/models/cpmant/modeling_cpmant.py/0 | {
"file_path": "transformers/src/transformers/models/cpmant/modeling_cpmant.py",
"repo_id": "transformers",
"token_count": 15293
} | 471 |
# 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/cvt/convert_cvt_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/cvt/convert_cvt_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 6354
} | 472 |
# coding=utf-8
# Copyright 2024 Descript 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/dac/modeling_dac.py/0 | {
"file_path": "transformers/src/transformers/models/dac/modeling_dac.py",
"repo_id": "transformers",
"token_count": 11865
} | 473 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/deepseek_v2/modular_deepseek_v2.py.
# Do NOT edit this file manually as any edits will be overwritten by the gene... | transformers/src/transformers/models/deepseek_v2/configuration_deepseek_v2.py/0 | {
"file_path": "transformers/src/transformers/models/deepseek_v2/configuration_deepseek_v2.py",
"repo_id": "transformers",
"token_count": 5149
} | 474 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/deepseek_vl_hybrid/modular_deepseek_vl_hybrid.py.
# Do NOT edit this file manually as any edits will be overwritt... | transformers/src/transformers/models/deepseek_vl_hybrid/configuration_deepseek_vl_hybrid.py/0 | {
"file_path": "transformers/src/transformers/models/deepseek_vl_hybrid/configuration_deepseek_vl_hybrid.py",
"repo_id": "transformers",
"token_count": 2065
} | 475 |
# coding=utf-8
# Copyright 2021 Facebook AI Research (FAIR) 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/l... | transformers/src/transformers/models/deit/configuration_deit.py/0 | {
"file_path": "transformers/src/transformers/models/deit/configuration_deit.py",
"repo_id": "transformers",
"token_count": 2424
} | 476 |
# Copyright (c) Microsoft Corporation and HuggingFace
# Licensed under the MIT License.
import cython
cimport numpy
from cython.parallel cimport parallel, prange
import numpy as np
# Reduce this number if matrices are too big for large graphs
UNREACHABLE_NODE_DISTANCE = 510
def floyd_warshall(adjacency_matrix):
... | transformers/src/transformers/models/deprecated/graphormer/algos_graphormer.pyx/0 | {
"file_path": "transformers/src/transformers/models/deprecated/graphormer/algos_graphormer.pyx",
"repo_id": "transformers",
"token_count": 1752
} | 477 |
# 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/deprecated/mega/convert_mega_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/mega/convert_mega_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 5093
} | 478 |
# coding=utf-8
# Copyright 2023 MURGe-Lab and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.... | transformers/src/transformers/models/deprecated/tvlt/configuration_tvlt.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/tvlt/configuration_tvlt.py",
"repo_id": "transformers",
"token_count": 3380
} | 479 |
# coding=utf-8
# Copyright 2020 The Microsoft Authors and The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unl... | transformers/src/transformers/models/deprecated/xlm_prophetnet/modeling_xlm_prophetnet.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/xlm_prophetnet/modeling_xlm_prophetnet.py",
"repo_id": "transformers",
"token_count": 47765
} | 480 |
# 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/detr/convert_detr_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/detr/convert_detr_to_pytorch.py",
"repo_id": "transformers",
"token_count": 9077
} | 481 |
# coding=utf-8
# Copyright 2024 Meta Inc. and the HuggingFace Inc. team. All rights reserved.
#
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-... | transformers/src/transformers/models/dinov2_with_registers/modular_dinov2_with_registers.py/0 | {
"file_path": "transformers/src/transformers/models/dinov2_with_registers/modular_dinov2_with_registers.py",
"repo_id": "transformers",
"token_count": 9108
} | 482 |
# 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/donut/processing_donut.py/0 | {
"file_path": "transformers/src/transformers/models/donut/processing_donut.py",
"repo_id": "transformers",
"token_count": 3822
} | 483 |
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/dpt/convert_dpt_hybrid_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/dpt/convert_dpt_hybrid_to_pytorch.py",
"repo_id": "transformers",
"token_count": 5467
} | 484 |
# 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/efficientnet/image_processing_efficientnet.py/0 | {
"file_path": "transformers/src/transformers/models/efficientnet/image_processing_efficientnet.py",
"repo_id": "transformers",
"token_count": 7785
} | 485 |
# 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 req... | transformers/src/transformers/models/emu3/modular_emu3.py/0 | {
"file_path": "transformers/src/transformers/models/emu3/modular_emu3.py",
"repo_id": "transformers",
"token_count": 21331
} | 486 |
# coding=utf-8
# Copyright 2025 Mobile Perception Systems Lab at TU/e 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.ap... | transformers/src/transformers/models/eomt/image_processing_eomt_fast.py/0 | {
"file_path": "transformers/src/transformers/models/eomt/image_processing_eomt_fast.py",
"repo_id": "transformers",
"token_count": 9828
} | 487 |
# coding=utf-8
# Copyright 2022 Meta 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/esm/configuration_esm.py/0 | {
"file_path": "transformers/src/transformers/models/esm/configuration_esm.py",
"repo_id": "transformers",
"token_count": 5954
} | 488 |
# coding=utf-8
# Copyright 2025 Westlake Representational Learning Lab (Fajie Yuan Lab) 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 a... | transformers/src/transformers/models/evolla/configuration_evolla.py/0 | {
"file_path": "transformers/src/transformers/models/evolla/configuration_evolla.py",
"repo_id": "transformers",
"token_count": 5422
} | 489 |
# coding=utf-8
# Copyright 2025 Technology Innovation Institute 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 differ... | transformers/src/transformers/models/falcon_h1/modular_falcon_h1.py/0 | {
"file_path": "transformers/src/transformers/models/falcon_h1/modular_falcon_h1.py",
"repo_id": "transformers",
"token_count": 28584
} | 490 |
# coding=utf-8
# Copyright 2019-present CNRS, Facebook Inc. and the HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#... | transformers/src/transformers/models/flaubert/tokenization_flaubert.py/0 | {
"file_path": "transformers/src/transformers/models/flaubert/tokenization_flaubert.py",
"repo_id": "transformers",
"token_count": 9414
} | 491 |
# coding=utf-8
# Copyright 2020, Hugging Face
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file 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 agree... | transformers/src/transformers/models/funnel/configuration_funnel.py/0 | {
"file_path": "transformers/src/transformers/models/funnel/configuration_funnel.py",
"repo_id": "transformers",
"token_count": 2971
} | 492 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/gemma/modular_gemma.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
# ... | transformers/src/transformers/models/gemma/modeling_gemma.py/0 | {
"file_path": "transformers/src/transformers/models/gemma/modeling_gemma.py",
"repo_id": "transformers",
"token_count": 9145
} | 493 |
# 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/gemma3/processing_gemma3.py/0 | {
"file_path": "transformers/src/transformers/models/gemma3/processing_gemma3.py",
"repo_id": "transformers",
"token_count": 3364
} | 494 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/glm4v/modular_glm4v.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
# ... | transformers/src/transformers/models/glm4v/modeling_glm4v.py/0 | {
"file_path": "transformers/src/transformers/models/glm4v/modeling_glm4v.py",
"repo_id": "transformers",
"token_count": 35100
} | 495 |
# Copyright 2024 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | transformers/src/transformers/models/got_ocr2/convert_got_ocr2_weights_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/got_ocr2/convert_got_ocr2_weights_to_hf.py",
"repo_id": "transformers",
"token_count": 4292
} | 496 |
# coding=utf-8
# Copyright 2022 ABEJA, Inc. and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-... | transformers/src/transformers/models/gpt_neox_japanese/tokenization_gpt_neox_japanese.py/0 | {
"file_path": "transformers/src/transformers/models/gpt_neox_japanese/tokenization_gpt_neox_japanese.py",
"repo_id": "transformers",
"token_count": 8189
} | 497 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/granitemoeshared/modular_granitemoeshared.py.
# Do NOT edit this file manually as any edits will be overwritten b... | transformers/src/transformers/models/granitemoeshared/modeling_granitemoeshared.py/0 | {
"file_path": "transformers/src/transformers/models/granitemoeshared/modeling_granitemoeshared.py",
"repo_id": "transformers",
"token_count": 20488
} | 498 |
# 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/hubert/convert_distilhubert_original_s3prl_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/hubert/convert_distilhubert_original_s3prl_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 3907
} | 499 |
# coding=utf-8
# Copyright 2021 The I-BERT Authors (Sehoon Kim, Amir Gholami, Zhewei Yao,
# Michael Mahoney, Kurt Keutzer - UC Berkeley) and The HuggingFace Inc. team.
# Copyright (c) 20121, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use t... | transformers/src/transformers/models/ibert/modeling_ibert.py/0 | {
"file_path": "transformers/src/transformers/models/ibert/modeling_ibert.py",
"repo_id": "transformers",
"token_count": 22499
} | 500 |
# 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/idefics2/image_processing_idefics2_fast.py/0 | {
"file_path": "transformers/src/transformers/models/idefics2/image_processing_idefics2_fast.py",
"repo_id": "transformers",
"token_count": 4996
} | 501 |
# coding=utf-8
# Copyright 2021 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/imagegpt/configuration_imagegpt.py/0 | {
"file_path": "transformers/src/transformers/models/imagegpt/configuration_imagegpt.py",
"repo_id": "transformers",
"token_count": 3444
} | 502 |
# 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/instructblipvideo/convert_instructblipvideo_original_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/instructblipvideo/convert_instructblipvideo_original_to_pytorch.py",
"repo_id": "transformers",
"token_count": 5527
} | 503 |
# coding=utf-8
# Copyright 2018 The Microsoft Research Asia LayoutLM 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/... | transformers/src/transformers/models/layoutlm/modeling_layoutlm.py/0 | {
"file_path": "transformers/src/transformers/models/layoutlm/modeling_layoutlm.py",
"repo_id": "transformers",
"token_count": 20423
} | 504 |
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/layoutlmv3/image_processing_layoutlmv3.py/0 | {
"file_path": "transformers/src/transformers/models/layoutlmv3/image_processing_layoutlmv3.py",
"repo_id": "transformers",
"token_count": 7701
} | 505 |
# coding=utf-8
# Copyright 2021 Iz Beltagy, Matthew E. Peters, Arman Cohan 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://w... | transformers/src/transformers/models/led/tokenization_led_fast.py/0 | {
"file_path": "transformers/src/transformers/models/led/tokenization_led_fast.py",
"repo_id": "transformers",
"token_count": 5750
} | 506 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/lightglue/modular_lightglue.py.
# Do NOT edit this file manually as any edits will be overwritten by the generati... | transformers/src/transformers/models/lightglue/modeling_lightglue.py/0 | {
"file_path": "transformers/src/transformers/models/lightglue/modeling_lightglue.py",
"repo_id": "transformers",
"token_count": 18517
} | 507 |
# coding=utf-8
# Copyright 2025 The LLAMA4 and HuggingFace Inc. team. All rights reserved.
#
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0... | transformers/src/transformers/models/llama4/modeling_llama4.py/0 | {
"file_path": "transformers/src/transformers/models/llama4/modeling_llama4.py",
"repo_id": "transformers",
"token_count": 25810
} | 508 |
# coding=utf-8
# Copyright 2025 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/llava_onevision/video_processing_llava_onevision.py/0 | {
"file_path": "transformers/src/transformers/models/llava_onevision/video_processing_llava_onevision.py",
"repo_id": "transformers",
"token_count": 631
} | 509 |
# coding=utf-8
# Copyright Studio Ousia 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 b... | transformers/src/transformers/models/luke/modeling_luke.py/0 | {
"file_path": "transformers/src/transformers/models/luke/modeling_luke.py",
"repo_id": "transformers",
"token_count": 41148
} | 510 |
# coding=utf-8
# Copyright 2024 state-spaces/mamba 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
#
# Unless... | transformers/src/transformers/models/mamba/convert_mamba_ssm_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/mamba/convert_mamba_ssm_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 2382
} | 511 |
# 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/markuplm/feature_extraction_markuplm.py/0 | {
"file_path": "transformers/src/transformers/models/markuplm/feature_extraction_markuplm.py",
"repo_id": "transformers",
"token_count": 2757
} | 512 |
# 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/maskformer/convert_maskformer_resnet_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/maskformer/convert_maskformer_resnet_to_pytorch.py",
"repo_id": "transformers",
"token_count": 9495
} | 513 |
# coding=utf-8
# Copyright 2021 The Facebook AI Research Team Authors and The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LIC... | transformers/src/transformers/models/mbart50/tokenization_mbart50.py/0 | {
"file_path": "transformers/src/transformers/models/mbart50/tokenization_mbart50.py",
"repo_id": "transformers",
"token_count": 7129
} | 514 |
# coding=utf-8
# Copyright 2023 Alibaba 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/LIC... | transformers/src/transformers/models/mgp_str/modeling_mgp_str.py/0 | {
"file_path": "transformers/src/transformers/models/mgp_str/modeling_mgp_str.py",
"repo_id": "transformers",
"token_count": 7886
} | 515 |
# coding=utf-8
# Copyright 2024 Mistral AI 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/mistral/modeling_tf_mistral.py/0 | {
"file_path": "transformers/src/transformers/models/mistral/modeling_tf_mistral.py",
"repo_id": "transformers",
"token_count": 19343
} | 516 |
# 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/mlcd/modular_mlcd.py/0 | {
"file_path": "transformers/src/transformers/models/mlcd/modular_mlcd.py",
"repo_id": "transformers",
"token_count": 9702
} | 517 |
# coding=utf-8
# Copyright 2024 Kyutai and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#... | transformers/src/transformers/models/moshi/modeling_moshi.py/0 | {
"file_path": "transformers/src/transformers/models/moshi/modeling_moshi.py",
"repo_id": "transformers",
"token_count": 53369
} | 518 |
# coding=utf-8
# Copyright 2021 Mesh TensorFlow authors, 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... | transformers/src/transformers/models/mt5/modeling_flax_mt5.py/0 | {
"file_path": "transformers/src/transformers/models/mt5/modeling_flax_mt5.py",
"repo_id": "transformers",
"token_count": 1498
} | 519 |
# coding=utf-8
# Copyright 2023, HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or a... | transformers/src/transformers/models/nllb_moe/configuration_nllb_moe.py/0 | {
"file_path": "transformers/src/transformers/models/nllb_moe/configuration_nllb_moe.py",
"repo_id": "transformers",
"token_count": 4428
} | 520 |
# 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/opt/convert_opt_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/opt/convert_opt_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 1587
} | 521 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/owlv2/modular_owlv2.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
# ... | transformers/src/transformers/models/owlv2/image_processing_owlv2_fast.py/0 | {
"file_path": "transformers/src/transformers/models/owlv2/image_processing_owlv2_fast.py",
"repo_id": "transformers",
"token_count": 7920
} | 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/paligemma/modeling_paligemma.py/0 | {
"file_path": "transformers/src/transformers/models/paligemma/modeling_paligemma.py",
"repo_id": "transformers",
"token_count": 11581
} | 523 |
# coding=utf-8
# Copyright 2025 Meta Platforms, Inc. and the HuggingFace Inc. team. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/L... | transformers/src/transformers/models/perception_lm/modular_perception_lm.py/0 | {
"file_path": "transformers/src/transformers/models/perception_lm/modular_perception_lm.py",
"repo_id": "transformers",
"token_count": 7072
} | 524 |
# 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/pix2struct/image_processing_pix2struct.py/0 | {
"file_path": "transformers/src/transformers/models/pix2struct/image_processing_pix2struct.py",
"repo_id": "transformers",
"token_count": 8170
} | 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/prompt_depth_anything/convert_prompt_depth_anything_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/prompt_depth_anything/convert_prompt_depth_anything_to_hf.py",
"repo_id": "transformers",
"token_count": 5430
} | 526 |
# coding=utf-8
# Copyright 2024 Authors: Wenhai Wang, Enze Xie, Xiang Li, Deng-Ping Fan,
# Kaitao Song, Ding Liang, Tong Lu, Ping Luo, Ling Shao and The HuggingFace Inc. team.
# All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with... | transformers/src/transformers/models/pvt_v2/configuration_pvt_v2.py/0 | {
"file_path": "transformers/src/transformers/models/pvt_v2/configuration_pvt_v2.py",
"repo_id": "transformers",
"token_count": 3082
} | 527 |
# coding=utf-8
# Copyright 2025 The Qwen team, Alibaba Group 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 differenc... | transformers/src/transformers/models/qwen2_vl/video_processing_qwen2_vl.py/0 | {
"file_path": "transformers/src/transformers/models/qwen2_vl/video_processing_qwen2_vl.py",
"repo_id": "transformers",
"token_count": 6514
} | 528 |
# coding=utf-8
# Copyright 2024 Google Inc. HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# ... | transformers/src/transformers/models/recurrent_gemma/configuration_recurrent_gemma.py/0 | {
"file_path": "transformers/src/transformers/models/recurrent_gemma/configuration_recurrent_gemma.py",
"repo_id": "transformers",
"token_count": 2983
} | 529 |
import pathlib
from typing import Optional, Union
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_height_width
fr... | 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": 6509
} | 530 |
# coding=utf-8
# Copyright 2023 The Meta AI Authors and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICEN... | transformers/src/transformers/models/sam/modeling_tf_sam.py/0 | {
"file_path": "transformers/src/transformers/models/sam/modeling_tf_sam.py",
"repo_id": "transformers",
"token_count": 34222
} | 531 |
# 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/convert_fairseq2_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/seamless_m4t_v2/convert_fairseq2_to_hf.py",
"repo_id": "transformers",
"token_count": 6572
} | 532 |
# 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/configuration_seggpt.py/0 | {
"file_path": "transformers/src/transformers/models/seggpt/configuration_seggpt.py",
"repo_id": "transformers",
"token_count": 2496
} | 533 |
r"""Utility to convert Gemma models from Orbax to HF Transformers checkpoint.
python -m transformers.models.shieldgemma2.convert_shieldgemma2_weights_orbax_to_hf \
--tokenizer_path="$HOME/gemma3/tokenizer/gemma3_cleaned_262144_v2.spiece.model" \
--checkpoint_path_gemma="$HOME/gemma3/gemma3_4b_pt_orbax/" \
... | transformers/src/transformers/models/shieldgemma2/convert_shieldgemma2_weights_orbax_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/shieldgemma2/convert_shieldgemma2_weights_orbax_to_hf.py",
"repo_id": "transformers",
"token_count": 8684
} | 534 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/siglip2/modular_siglip2.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation o... | transformers/src/transformers/models/siglip2/modeling_siglip2.py/0 | {
"file_path": "transformers/src/transformers/models/siglip2/modeling_siglip2.py",
"repo_id": "transformers",
"token_count": 22873
} | 535 |
# 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/speech_encoder_decoder/configuration_speech_encoder_decoder.py/0 | {
"file_path": "transformers/src/transformers/models/speech_encoder_decoder/configuration_speech_encoder_decoder.py",
"repo_id": "transformers",
"token_count": 1640
} | 536 |
# 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/convert_speecht5_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/speecht5/convert_speecht5_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 7965
} | 537 |
# 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/superpoint/image_processing_superpoint_fast.py/0 | {
"file_path": "transformers/src/transformers/models/superpoint/image_processing_superpoint_fast.py",
"repo_id": "transformers",
"token_count": 2718
} | 538 |
# 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/swin2sr/image_processing_swin2sr.py/0 | {
"file_path": "transformers/src/transformers/models/swin2sr/image_processing_swin2sr.py",
"repo_id": "transformers",
"token_count": 3906
} | 539 |
# coding=utf-8
# Copyright 2022 Google LLC 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/convert_t5x_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/t5/convert_t5x_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 4539
} | 540 |
# coding=utf-8
# Copyright 2025 Google LLC 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/timesfm/configuration_timesfm.py/0 | {
"file_path": "transformers/src/transformers/models/timesfm/configuration_timesfm.py",
"repo_id": "transformers",
"token_count": 2212
} | 541 |
# coding=utf-8
# Copyright 2021 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/trocr/configuration_trocr.py/0 | {
"file_path": "transformers/src/transformers/models/trocr/configuration_trocr.py",
"repo_id": "transformers",
"token_count": 2501
} | 542 |
# coding=utf-8
# Copyright 2024 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/udop/tokenization_udop_fast.py/0 | {
"file_path": "transformers/src/transformers/models/udop/tokenization_udop_fast.py",
"repo_id": "transformers",
"token_count": 22464
} | 543 |
# 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/video_llava/video_processing_video_llava.py/0 | {
"file_path": "transformers/src/transformers/models/video_llava/video_processing_video_llava.py",
"repo_id": "transformers",
"token_count": 623
} | 544 |
# coding=utf-8
# Copyright 2023 Microsoft Research & University of Wisconsin-Madison 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
#
# ... | transformers/src/transformers/models/vipllava/configuration_vipllava.py/0 | {
"file_path": "transformers/src/transformers/models/vipllava/configuration_vipllava.py",
"repo_id": "transformers",
"token_count": 1926
} | 545 |
# coding=utf-8
# Copyright 2021 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/visual_bert/configuration_visual_bert.py/0 | {
"file_path": "transformers/src/transformers/models/visual_bert/configuration_visual_bert.py",
"repo_id": "transformers",
"token_count": 2437
} | 546 |
# 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_mae/modeling_tf_vit_mae.py/0 | {
"file_path": "transformers/src/transformers/models/vit_mae/modeling_tf_vit_mae.py",
"repo_id": "transformers",
"token_count": 24979
} | 547 |
# 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/configuration_vitpose.py/0 | {
"file_path": "transformers/src/transformers/models/vitpose/configuration_vitpose.py",
"repo_id": "transformers",
"token_count": 2175
} | 548 |
# coding=utf-8
# Copyright 2023 Google AI and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.... | transformers/src/transformers/models/vivit/modeling_vivit.py/0 | {
"file_path": "transformers/src/transformers/models/vivit/modeling_vivit.py",
"repo_id": "transformers",
"token_count": 13621
} | 549 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/wav2vec2_conformer/modular_wav2vec2_conformer.py.
# Do NOT edit this file manually as any edits will be overwritt... | transformers/src/transformers/models/wav2vec2_conformer/modeling_wav2vec2_conformer.py/0 | {
"file_path": "transformers/src/transformers/models/wav2vec2_conformer/modeling_wav2vec2_conformer.py",
"repo_id": "transformers",
"token_count": 36645
} | 550 |
# 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/feature_extraction_whisper.py/0 | {
"file_path": "transformers/src/transformers/models/whisper/feature_extraction_whisper.py",
"repo_id": "transformers",
"token_count": 6780
} | 551 |
# 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/xcodec/modeling_xcodec.py/0 | {
"file_path": "transformers/src/transformers/models/xcodec/modeling_xcodec.py",
"repo_id": "transformers",
"token_count": 9734
} | 552 |
# coding=utf-8
# Copyright 2024 Intel 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... | transformers/src/transformers/models/zoedepth/modeling_zoedepth.py/0 | {
"file_path": "transformers/src/transformers/models/zoedepth/modeling_zoedepth.py",
"repo_id": "transformers",
"token_count": 23813
} | 553 |
from typing import Any, Union
from ..utils import add_end_docstrings
from .base import GenericTensor, Pipeline, build_pipeline_init_args
@add_end_docstrings(
build_pipeline_init_args(has_tokenizer=True, supports_binary_output=False),
r"""
tokenize_kwargs (`dict`, *optional*):
Addition... | transformers/src/transformers/pipelines/feature_extraction.py/0 | {
"file_path": "transformers/src/transformers/pipelines/feature_extraction.py",
"repo_id": "transformers",
"token_count": 1348
} | 554 |
# 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/text_to_audio.py/0 | {
"file_path": "transformers/src/transformers/pipelines/text_to_audio.py",
"repo_id": "transformers",
"token_count": 4192
} | 555 |
# 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_awq.py/0 | {
"file_path": "transformers/src/transformers/quantizers/quantizer_awq.py",
"repo_id": "transformers",
"token_count": 3000
} | 556 |
# 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_torchao.py/0 | {
"file_path": "transformers/src/transformers/quantizers/quantizer_torchao.py",
"repo_id": "transformers",
"token_count": 7036
} | 557 |
# Copyright 2020-present the HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or... | transformers/src/transformers/trainer_pt_utils.py/0 | {
"file_path": "transformers/src/transformers/trainer_pt_utils.py",
"repo_id": "transformers",
"token_count": 24276
} | 558 |
# This file is autogenerated by the command `make fix-copies`, do not edit.
from ..utils import DummyObject, requires_backends
class Pop2PianoFeatureExtractor(metaclass=DummyObject):
_backends = ["essentia", "librosa", "pretty_midi", "scipy", "torch"]
def __init__(self, *args, **kwargs):
requires_bac... | transformers/src/transformers/utils/dummy_essentia_and_librosa_and_pretty_midi_and_scipy_and_torch_objects.py/0 | {
"file_path": "transformers/src/transformers/utils/dummy_essentia_and_librosa_and_pretty_midi_and_scipy_and_torch_objects.py",
"repo_id": "transformers",
"token_count": 367
} | 559 |
# 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/src/transformers/utils/generic.py/0 | {
"file_path": "transformers/src/transformers/utils/generic.py",
"repo_id": "transformers",
"token_count": 16518
} | 560 |
# coding=utf-8
# Copyright 2022 {{cookiecutter.authors}}. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file 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/templates/adding_a_missing_tokenization_test/cookiecutter-template-{{cookiecutter.modelname}}/test_tokenization_{{cookiecutter.lowercase_modelname}}.py/0 | {
"file_path": "transformers/templates/adding_a_missing_tokenization_test/cookiecutter-template-{{cookiecutter.modelname}}/test_tokenization_{{cookiecutter.lowercase_modelname}}.py",
"repo_id": "transformers",
"token_count": 1016
} | 561 |
{
"fp16": {
"enabled": "auto",
"loss_scale": 0,
"loss_scale_window": 1000,
"initial_scale_power": 16,
"hysteresis": 2,
"min_loss_scale": 1
},
"bf16": {
"enabled": "auto"
},
"optimizer": {
"type": "AdamW",
"params": {
... | transformers/tests/deepspeed/ds_config_zero3.json/0 | {
"file_path": "transformers/tests/deepspeed/ds_config_zero3.json",
"repo_id": "transformers",
"token_count": 819
} | 562 |
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