text stringlengths 5 631k | id stringlengths 14 178 | metadata dict | __index_level_0__ int64 0 647 |
|---|---|---|---|
<!--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 applicable law or agreed... | transformers/docs/source/ko/tasks/image_feature_extraction.md/0 | {
"file_path": "transformers/docs/source/ko/tasks/image_feature_extraction.md",
"repo_id": "transformers",
"token_count": 3506
} | 438 |
<!--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 applicable law or agreed... | transformers/docs/source/ko/tasks/translation.md/0 | {
"file_path": "transformers/docs/source/ko/tasks/translation.md",
"repo_id": "transformers",
"token_count": 9509
} | 439 |
- sections:
- local: index
title: 🤗 Transformers
- local: quicktour
title: Tour rápido
- local: installation
title: Instalação
title: Início
- sections:
- local: pipeline_tutorial
title: Pipelines para inferência
- local: training
title: Fine-tuning de um modelo pré-treinado
- local: ... | transformers/docs/source/pt/_toctree.yml/0 | {
"file_path": "transformers/docs/source/pt/_toctree.yml",
"repo_id": "transformers",
"token_count": 424
} | 440 |
- sections:
- local: index
title: 🤗 Transformers
- local: quicktour
title: త్వరిత పర్యటన
title: ప్రారంభించడానికి
| transformers/docs/source/te/_toctree.yml/0 | {
"file_path": "transformers/docs/source/te/_toctree.yml",
"repo_id": "transformers",
"token_count": 125
} | 441 |
<!--Copyright 2020 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/zh/custom_models.md/0 | {
"file_path": "transformers/docs/source/zh/custom_models.md",
"repo_id": "transformers",
"token_count": 7974
} | 442 |
<!--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 applicable law or agreed... | transformers/docs/source/zh/main_classes/quantization.md/0 | {
"file_path": "transformers/docs/source/zh/main_classes/quantization.md",
"repo_id": "transformers",
"token_count": 14189
} | 443 |
<!--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 applicable law or agreed... | transformers/docs/source/zh/preprocessing.md/0 | {
"file_path": "transformers/docs/source/zh/preprocessing.md",
"repo_id": "transformers",
"token_count": 12751
} | 444 |
# 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/examples/flax/conftest.py/0 | {
"file_path": "transformers/examples/flax/conftest.py",
"repo_id": "transformers",
"token_count": 480
} | 445 |
<!---
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 applicable law or ... | transformers/examples/flax/speech-recognition/README.md/0 | {
"file_path": "transformers/examples/flax/speech-recognition/README.md",
"repo_id": "transformers",
"token_count": 1039
} | 446 |
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the Licens... | transformers/examples/legacy/question-answering/run_squad_trainer.py/0 | {
"file_path": "transformers/examples/legacy/question-answering/run_squad_trainer.py",
"repo_id": "transformers",
"token_count": 2561
} | 447 |
# 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/examples/legacy/seq2seq/old_test_datasets.py/0 | {
"file_path": "transformers/examples/legacy/seq2seq/old_test_datasets.py",
"repo_id": "transformers",
"token_count": 5152
} | 448 |
# 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/examples/legacy/seq2seq/seq2seq_training_args.py/0 | {
"file_path": "transformers/examples/legacy/seq2seq/seq2seq_training_args.py",
"repo_id": "transformers",
"token_count": 888
} | 449 |
# 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/examples/legacy/seq2seq/xla_spawn.py/0 | {
"file_path": "transformers/examples/legacy/seq2seq/xla_spawn.py",
"repo_id": "transformers",
"token_count": 887
} | 450 |
stream_over_http_enabled: true
server:
http_listen_port: 3200
log_level: info
cache:
background:
writeback_goroutines: 5
caches:
- roles:
- frontend-search
memcached:
addresses: dns+memcached:11211
query_frontend:
search:
duration_slo: 5s
throughput_bytes_slo: 1.073741824e+09
... | transformers/examples/metrics-monitoring/tempo.yaml/0 | {
"file_path": "transformers/examples/metrics-monitoring/tempo.yaml",
"repo_id": "transformers",
"token_count": 1169
} | 451 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from examples/modular-transformers/modular_new_task_model.py.
# Do NOT edit this file manually as any edits will be overwritten by the generat... | transformers/examples/modular-transformers/modeling_new_task_model.py/0 | {
"file_path": "transformers/examples/modular-transformers/modeling_new_task_model.py",
"repo_id": "transformers",
"token_count": 11160
} | 452 |
import torch.nn as nn
from transformers.models.bert.modeling_bert import BertEmbeddings, BertModel
class RobertaEmbeddings(BertEmbeddings):
def __init__(self, config):
super().__init__(config)
self.pad_token_id = config.pad_token_id
self.position_embeddings = nn.Embedding(
con... | transformers/examples/modular-transformers/modular_roberta.py/0 | {
"file_path": "transformers/examples/modular-transformers/modular_roberta.py",
"repo_id": "transformers",
"token_count": 215
} | 453 |
<!---
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 applicable law or ... | transformers/examples/pytorch/image-classification/README.md/0 | {
"file_path": "transformers/examples/pytorch/image-classification/README.md",
"repo_id": "transformers",
"token_count": 2867
} | 454 |
#!/usr/bin/env python
# Copyright 2021 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# U... | transformers/examples/pytorch/language-modeling/run_clm_no_trainer.py/0 | {
"file_path": "transformers/examples/pytorch/language-modeling/run_clm_no_trainer.py",
"repo_id": "transformers",
"token_count": 12838
} | 455 |
<!---
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 applicable law or ... | transformers/examples/pytorch/question-answering/README.md/0 | {
"file_path": "transformers/examples/pytorch/question-answering/README.md",
"repo_id": "transformers",
"token_count": 2435
} | 456 |
#!/usr/bin/env python
# Copyright 2021 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# U... | transformers/examples/pytorch/speech-pretraining/run_wav2vec2_pretraining_no_trainer.py/0 | {
"file_path": "transformers/examples/pytorch/speech-pretraining/run_wav2vec2_pretraining_no_trainer.py",
"repo_id": "transformers",
"token_count": 14190
} | 457 |
# Copyright 2021 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | transformers/examples/pytorch/text-classification/run_glue_no_trainer.py/0 | {
"file_path": "transformers/examples/pytorch/text-classification/run_glue_no_trainer.py",
"repo_id": "transformers",
"token_count": 12515
} | 458 |
#!/usr/bin/env python
# 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
#
# U... | transformers/examples/tensorflow/language-modeling-tpu/run_mlm.py/0 | {
"file_path": "transformers/examples/tensorflow/language-modeling-tpu/run_mlm.py",
"repo_id": "transformers",
"token_count": 4380
} | 459 |
# Copyright 2022 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writ... | transformers/examples/tensorflow/test_tensorflow_examples.py/0 | {
"file_path": "transformers/examples/tensorflow/test_tensorflow_examples.py",
"repo_id": "transformers",
"token_count": 5458
} | 460 |
# 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/__init__.py/0 | {
"file_path": "transformers/src/transformers/__init__.py",
"repo_id": "transformers",
"token_count": 16894
} | 461 |
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the Licens... | transformers/src/transformers/configuration_utils.py/0 | {
"file_path": "transformers/src/transformers/configuration_utils.py",
"repo_id": "transformers",
"token_count": 26485
} | 462 |
# 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/data/processors/squad.py/0 | {
"file_path": "transformers/src/transformers/data/processors/squad.py",
"repo_id": "transformers",
"token_count": 15630
} | 463 |
# 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/generation/configuration_utils.py/0 | {
"file_path": "transformers/src/transformers/generation/configuration_utils.py",
"repo_id": "transformers",
"token_count": 33996
} | 464 |
# 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 law or agreed ... | transformers/src/transformers/image_transforms.py/0 | {
"file_path": "transformers/src/transformers/image_transforms.py",
"repo_id": "transformers",
"token_count": 16110
} | 465 |
"""
Partially inspired by torchtune's flex attention implementation
Citation:
@software{torchtune,
title = {torchtune: PyTorch's finetuning library},
author = {torchtune maintainers and contributors},
url = {https//github.com/pytorch/torchtune},
license = {BSD-3-Clause},
month = apr,
year = {2024}
}
"""
# ... | transformers/src/transformers/integrations/flex_attention.py/0 | {
"file_path": "transformers/src/transformers/integrations/flex_attention.py",
"repo_id": "transformers",
"token_count": 5108
} | 466 |
# 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/integrations/tensor_parallel.py/0 | {
"file_path": "transformers/src/transformers/integrations/tensor_parallel.py",
"repo_id": "transformers",
"token_count": 19542
} | 467 |
#include "cuda_kernel.h"
//////////////////////////////////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////////////////////////////////////////////////////////
__global__ void index_max_cuda_kernel(
float *index_vals, // [batch_size, 32, num_block... | transformers/src/transformers/kernels/mra/cuda_kernel.cu/0 | {
"file_path": "transformers/src/transformers/kernels/mra/cuda_kernel.cu",
"repo_id": "transformers",
"token_count": 5563
} | 468 |
# 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 required by applicabl... | transformers/src/transformers/modeling_layers.py/0 | {
"file_path": "transformers/src/transformers/modeling_layers.py",
"repo_id": "transformers",
"token_count": 4837
} | 469 |
# coding=utf-8
# Copyright 2018 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/albert/modeling_albert.py/0 | {
"file_path": "transformers/src/transformers/models/albert/modeling_albert.py",
"repo_id": "transformers",
"token_count": 24601
} | 470 |
# 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/auto/configuration_auto.py/0 | {
"file_path": "transformers/src/transformers/models/auto/configuration_auto.py",
"repo_id": "transformers",
"token_count": 25623
} | 471 |
# coding=utf-8
# Copyright 2025 HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requi... | transformers/src/transformers/models/aya_vision/processing_aya_vision.py/0 | {
"file_path": "transformers/src/transformers/models/aya_vision/processing_aya_vision.py",
"repo_id": "transformers",
"token_count": 5009
} | 472 |
# coding=utf-8
# Copyright 2021 Microsoft 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... | transformers/src/transformers/models/beit/modeling_flax_beit.py/0 | {
"file_path": "transformers/src/transformers/models/beit/modeling_flax_beit.py",
"repo_id": "transformers",
"token_count": 15807
} | 473 |
# coding=utf-8
# Copyright (c) 2020, 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.apache.org/licenses/LICENSE-2.0
#
# Unless re... | transformers/src/transformers/models/bert_generation/tokenization_bert_generation.py/0 | {
"file_path": "transformers/src/transformers/models/bert_generation/tokenization_bert_generation.py",
"repo_id": "transformers",
"token_count": 2954
} | 474 |
# 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/blip/configuration_blip.py/0 | {
"file_path": "transformers/src/transformers/models/blip/configuration_blip.py",
"repo_id": "transformers",
"token_count": 5397
} | 475 |
# 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/bloom/convert_bloom_original_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/bloom/convert_bloom_original_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 4788
} | 476 |
# coding=utf-8
# Copyright 2023 The LAION-AI Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE... | transformers/src/transformers/models/clap/modeling_clap.py/0 | {
"file_path": "transformers/src/transformers/models/clap/modeling_clap.py",
"repo_id": "transformers",
"token_count": 35586
} | 477 |
# 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/convert_clipseg_original_pytorch_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/clipseg/convert_clipseg_original_pytorch_to_hf.py",
"repo_id": "transformers",
"token_count": 4817
} | 478 |
# 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/modeling_codegen.py/0 | {
"file_path": "transformers/src/transformers/models/codegen/modeling_codegen.py",
"repo_id": "transformers",
"token_count": 12992
} | 479 |
# coding=utf-8
# Copyright 2025 the Cohere 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/cohere2_vision/modular_cohere2_vision.py/0 | {
"file_path": "transformers/src/transformers/models/cohere2_vision/modular_cohere2_vision.py",
"repo_id": "transformers",
"token_count": 5289
} | 480 |
# 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/tokenization_cpmant.py/0 | {
"file_path": "transformers/src/transformers/models/cpmant/tokenization_cpmant.py",
"repo_id": "transformers",
"token_count": 4407
} | 481 |
# coding=utf-8
# Copyright 2022 Microsoft Research and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/L... | transformers/src/transformers/models/cvt/modeling_cvt.py/0 | {
"file_path": "transformers/src/transformers/models/cvt/modeling_cvt.py",
"repo_id": "transformers",
"token_count": 11432
} | 482 |
# coding=utf-8
# Copyright 2020, Microsoft 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 require... | transformers/src/transformers/models/deberta/configuration_deberta.py/0 | {
"file_path": "transformers/src/transformers/models/deberta/configuration_deberta.py",
"repo_id": "transformers",
"token_count": 3517
} | 483 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# 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/modeling_deepseek_v2.py/0 | {
"file_path": "transformers/src/transformers/models/deepseek_v2/modeling_deepseek_v2.py",
"repo_id": "transformers",
"token_count": 12477
} | 484 |
# coding=utf-8
# Copyright 2025 Deepseek AI and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#... | transformers/src/transformers/models/deepseek_vl_hybrid/convert_deepseek_vl_hybrid_weights_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/deepseek_vl_hybrid/convert_deepseek_vl_hybrid_weights_to_hf.py",
"repo_id": "transformers",
"token_count": 7219
} | 485 |
# 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/deit/convert_deit_timm_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/deit/convert_deit_timm_to_pytorch.py",
"repo_id": "transformers",
"token_count": 3875
} | 486 |
# 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/deprecated/efficientformer/configuration_efficientformer.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/efficientformer/configuration_efficientformer.py",
"repo_id": "transformers",
"token_count": 2963
} | 487 |
# Copyright (c) Microsoft Corporation and HuggingFace
# Licensed under the MIT License.
from collections.abc import Mapping
from typing import Any
import numpy as np
import torch
from ....utils import is_cython_available, requires_backends
if is_cython_available():
import pyximport
pyximport.install(setup... | transformers/src/transformers/models/deprecated/graphormer/collating_graphormer.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/graphormer/collating_graphormer.py",
"repo_id": "transformers",
"token_count": 2689
} | 488 |
# coding=utf-8
# Copyright 2023 The Mega Authors and The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/deprecated/mega/modeling_mega.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/mega/modeling_mega.py",
"repo_id": "transformers",
"token_count": 45864
} | 489 |
# 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/deprecated/tvlt/feature_extraction_tvlt.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/tvlt/feature_extraction_tvlt.py",
"repo_id": "transformers",
"token_count": 4444
} | 490 |
# 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/dpt/convert_dpt_swinv2_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/dpt/convert_dpt_swinv2_to_hf.py",
"repo_id": "transformers",
"token_count": 6687
} | 491 |
# 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/efficientnet/image_processing_efficientnet_fast.py/0 | {
"file_path": "transformers/src/transformers/models/efficientnet/image_processing_efficientnet_fast.py",
"repo_id": "transformers",
"token_count": 3330
} | 492 |
# 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/processing_emu3.py/0 | {
"file_path": "transformers/src/transformers/models/emu3/processing_emu3.py",
"repo_id": "transformers",
"token_count": 4844
} | 493 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/eomt/modular_eomt.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
# ... | transformers/src/transformers/models/eomt/modeling_eomt.py/0 | {
"file_path": "transformers/src/transformers/models/eomt/modeling_eomt.py",
"repo_id": "transformers",
"token_count": 23703
} | 494 |
# 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/esm/convert_esm.py/0 | {
"file_path": "transformers/src/transformers/models/esm/convert_esm.py",
"repo_id": "transformers",
"token_count": 8131
} | 495 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/evolla/modular_evolla.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
... | transformers/src/transformers/models/evolla/modeling_evolla.py/0 | {
"file_path": "transformers/src/transformers/models/evolla/modeling_evolla.py",
"repo_id": "transformers",
"token_count": 33761
} | 496 |
# coding=utf-8
# Copyright 2021 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/fnet/configuration_fnet.py/0 | {
"file_path": "transformers/src/transformers/models/fnet/configuration_fnet.py",
"repo_id": "transformers",
"token_count": 2053
} | 497 |
# 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/gemma/modular_gemma.py/0 | {
"file_path": "transformers/src/transformers/models/gemma/modular_gemma.py",
"repo_id": "transformers",
"token_count": 8541
} | 498 |
# coding=utf-8
# Copyright 2024 The GLM & ZhipuAI team and HuggingFace Inc. team. All rights reserved.
#
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses... | transformers/src/transformers/models/glm/modular_glm.py/0 | {
"file_path": "transformers/src/transformers/models/glm/modular_glm.py",
"repo_id": "transformers",
"token_count": 1586
} | 499 |
# coding=utf-8
# Copyright 2025 The ZhipuAI Inc. team and HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LI... | transformers/src/transformers/models/glm4v/modular_glm4v.py/0 | {
"file_path": "transformers/src/transformers/models/glm4v/modular_glm4v.py",
"repo_id": "transformers",
"token_count": 35577
} | 500 |
# coding=utf-8
# Copyright 2023 The BigCode team and HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requi... | transformers/src/transformers/models/gpt_bigcode/configuration_gpt_bigcode.py/0 | {
"file_path": "transformers/src/transformers/models/gpt_bigcode/configuration_gpt_bigcode.py",
"repo_id": "transformers",
"token_count": 2495
} | 501 |
# coding=utf-8
# Copyright 2024 IBM and the HuggingFace Inc. team. All rights reserved.
#
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
... | transformers/src/transformers/models/granite/modular_granite.py/0 | {
"file_path": "transformers/src/transformers/models/granite/modular_granite.py",
"repo_id": "transformers",
"token_count": 4998
} | 502 |
# coding=utf-8
# Copyright 2024 IBM and the HuggingFace Inc. team. All rights reserved.
#
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
... | transformers/src/transformers/models/granitemoeshared/modular_granitemoeshared.py/0 | {
"file_path": "transformers/src/transformers/models/granitemoeshared/modular_granitemoeshared.py",
"repo_id": "transformers",
"token_count": 3254
} | 503 |
# 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_hubert_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/hubert/convert_hubert_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 5061
} | 504 |
# 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/quant_modules.py/0 | {
"file_path": "transformers/src/transformers/models/ibert/quant_modules.py",
"repo_id": "transformers",
"token_count": 13545
} | 505 |
# 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/convert_imagegpt_original_tf2_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/imagegpt/convert_imagegpt_original_tf2_to_pytorch.py",
"repo_id": "transformers",
"token_count": 993
} | 506 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# 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/configuration_janus.py/0 | {
"file_path": "transformers/src/transformers/models/janus/configuration_janus.py",
"repo_id": "transformers",
"token_count": 6086
} | 507 |
# 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/configuration_kosmos2_5.py/0 | {
"file_path": "transformers/src/transformers/models/kosmos2_5/configuration_kosmos2_5.py",
"repo_id": "transformers",
"token_count": 4481
} | 508 |
# 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_tf_layoutlm.py/0 | {
"file_path": "transformers/src/transformers/models/layoutlm/modeling_tf_layoutlm.py",
"repo_id": "transformers",
"token_count": 31677
} | 509 |
# 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/layoutlmv3/image_processing_layoutlmv3_fast.py/0 | {
"file_path": "transformers/src/transformers/models/layoutlmv3/image_processing_layoutlmv3_fast.py",
"repo_id": "transformers",
"token_count": 2541
} | 510 |
# 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 required by applicabl... | transformers/src/transformers/models/lightglue/modular_lightglue.py/0 | {
"file_path": "transformers/src/transformers/models/lightglue/modular_lightglue.py",
"repo_id": "transformers",
"token_count": 21552
} | 511 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/llava_next_video/modular_llava_next_video.py.
# Do NOT edit this file manually as any edits will be overwritten b... | transformers/src/transformers/models/llava_next_video/configuration_llava_next_video.py/0 | {
"file_path": "transformers/src/transformers/models/llava_next_video/configuration_llava_next_video.py",
"repo_id": "transformers",
"token_count": 3347
} | 512 |
# coding=utf-8
# Copyright Studio-Ouisa 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/luke/tokenization_luke.py/0 | {
"file_path": "transformers/src/transformers/models/luke/tokenization_luke.py",
"repo_id": "transformers",
"token_count": 38785
} | 513 |
# 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/modeling_mamba.py/0 | {
"file_path": "transformers/src/transformers/models/mamba/modeling_mamba.py",
"repo_id": "transformers",
"token_count": 17462
} | 514 |
# coding=utf-8
# Copyright 2022 Microsoft Research Asia 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/markuplm/modeling_markuplm.py/0 | {
"file_path": "transformers/src/transformers/models/markuplm/modeling_markuplm.py",
"repo_id": "transformers",
"token_count": 18683
} | 515 |
# 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_swin_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/maskformer/convert_maskformer_swin_to_pytorch.py",
"repo_id": "transformers",
"token_count": 8508
} | 516 |
# 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_fast.py/0 | {
"file_path": "transformers/src/transformers/models/mbart50/tokenization_mbart50_fast.py",
"repo_id": "transformers",
"token_count": 4856
} | 517 |
# 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/mgp_str/processing_mgp_str.py/0 | {
"file_path": "transformers/src/transformers/models/mgp_str/processing_mgp_str.py",
"repo_id": "transformers",
"token_count": 4068
} | 518 |
from typing import Callable, Optional
import torch
from torch import nn
from transformers.utils.generic import check_model_inputs
from ...cache_utils import Cache, DynamicCache
from ...masking_utils import create_causal_mask, create_sliding_window_causal_mask
from ...modeling_flash_attention_utils import FlashAttent... | transformers/src/transformers/models/mistral/modular_mistral.py/0 | {
"file_path": "transformers/src/transformers/models/mistral/modular_mistral.py",
"repo_id": "transformers",
"token_count": 3215
} | 519 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/modernbert/modular_modernbert.py.
# Do NOT edit this file manually as any edits will be overwritten by the genera... | transformers/src/transformers/models/modernbert/configuration_modernbert.py/0 | {
"file_path": "transformers/src/transformers/models/modernbert/configuration_modernbert.py",
"repo_id": "transformers",
"token_count": 4636
} | 520 |
# coding=utf-8
# Copyright 2020 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_mt5.py/0 | {
"file_path": "transformers/src/transformers/models/mt5/modeling_mt5.py",
"repo_id": "transformers",
"token_count": 50304
} | 521 |
# coding=utf-8
# Copyright 2022 The Fairseq Authors and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/... | transformers/src/transformers/models/mvp/configuration_mvp.py/0 | {
"file_path": "transformers/src/transformers/models/mvp/configuration_mvp.py",
"repo_id": "transformers",
"token_count": 3341
} | 522 |
# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | transformers/src/transformers/models/nllb_moe/convert_nllb_moe_sharded_original_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/nllb_moe/convert_nllb_moe_sharded_original_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 2761
} | 523 |
from typing import Callable, Optional
import torch
import torch.nn as nn
import torch.nn.functional as F
import torch.utils.checkpoint
from ...cache_utils import Cache
from ...modeling_utils import ALL_ATTENTION_FUNCTIONS
from ...utils import logging
from ...utils.deprecation import deprecate_kwarg
from ..llama.model... | transformers/src/transformers/models/olmo/modular_olmo.py/0 | {
"file_path": "transformers/src/transformers/models/olmo/modular_olmo.py",
"repo_id": "transformers",
"token_count": 3032
} | 524 |
# 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/configuration_oneformer.py/0 | {
"file_path": "transformers/src/transformers/models/oneformer/configuration_oneformer.py",
"repo_id": "transformers",
"token_count": 5477
} | 525 |
# coding=utf-8
# Copyright 2023 Google AI and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
#... | transformers/src/transformers/models/owlv2/modeling_owlv2.py/0 | {
"file_path": "transformers/src/transformers/models/owlv2/modeling_owlv2.py",
"repo_id": "transformers",
"token_count": 33550
} | 526 |
# coding=utf-8
# Copyright 2024 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/paligemma/processing_paligemma.py/0 | {
"file_path": "transformers/src/transformers/models/paligemma/processing_paligemma.py",
"repo_id": "transformers",
"token_count": 6712
} | 527 |
# 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/processing_perception_lm.py/0 | {
"file_path": "transformers/src/transformers/models/perception_lm/processing_perception_lm.py",
"repo_id": "transformers",
"token_count": 4809
} | 528 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# 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/configuration_phi4_multimodal.py/0 | {
"file_path": "transformers/src/transformers/models/phi4_multimodal/configuration_phi4_multimodal.py",
"repo_id": "transformers",
"token_count": 9901
} | 529 |
# coding=utf-8
# Copyright 2023 The HuggingFace Inc. & Google team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this 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/pix2struct/modeling_pix2struct.py/0 | {
"file_path": "transformers/src/transformers/models/pix2struct/modeling_pix2struct.py",
"repo_id": "transformers",
"token_count": 31342
} | 530 |
# coding=utf-8
# Copyright 2022 Sea AI 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-... | transformers/src/transformers/models/poolformer/configuration_poolformer.py/0 | {
"file_path": "transformers/src/transformers/models/poolformer/configuration_poolformer.py",
"repo_id": "transformers",
"token_count": 2173
} | 531 |
# 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 applicable ... | transformers/src/transformers/models/prompt_depth_anything/image_processing_prompt_depth_anything.py/0 | {
"file_path": "transformers/src/transformers/models/prompt_depth_anything/image_processing_prompt_depth_anything.py",
"repo_id": "transformers",
"token_count": 10499
} | 532 |
# coding=utf-8
# Copyright 2023 Authors: Wenhai Wang, Enze Xie, Xiang Li, Deng-Ping Fan,
# Kaitao Song, Ding Liang, Tong Lu, Ping Luo, Ling Shao and The HuggingFace Inc. team.
# All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with... | transformers/src/transformers/models/pvt_v2/convert_pvt_v2_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/pvt_v2/convert_pvt_v2_to_pytorch.py",
"repo_id": "transformers",
"token_count": 6179
} | 533 |
# coding=utf-8
# Copyright 2025 The Qwen Team and The HuggingFace Inc. team. All rights reserved.
#
# This code is based on EleutherAI's GPT-NeoX library and the GPT-NeoX
# and OPT implementations in this library. It has been modified from its
# original forms to accommodate minor architectural differences compared
# t... | transformers/src/transformers/models/qwen2_5_vl/modular_qwen2_5_vl.py/0 | {
"file_path": "transformers/src/transformers/models/qwen2_5_vl/modular_qwen2_5_vl.py",
"repo_id": "transformers",
"token_count": 23182
} | 534 |
# 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/recurrent_gemma/convert_recurrent_gemma_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/recurrent_gemma/convert_recurrent_gemma_to_hf.py",
"repo_id": "transformers",
"token_count": 3317
} | 535 |
# coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | transformers/src/transformers/models/roberta/modeling_roberta.py/0 | {
"file_path": "transformers/src/transformers/models/roberta/modeling_roberta.py",
"repo_id": "transformers",
"token_count": 30596
} | 536 |
# coding=utf-8
# Copyright 2023 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/sam/processing_sam.py/0 | {
"file_path": "transformers/src/transformers/models/sam/processing_sam.py",
"repo_id": "transformers",
"token_count": 5300
} | 537 |
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