text stringlengths 5 631k | id stringlengths 14 178 | metadata dict | __index_level_0__ int64 0 647 |
|---|---|---|---|
<!--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/en/model_doc/mctct.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/mctct.md",
"repo_id": "transformers",
"token_count": 1024
} | 363 |
<!--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/en/model_doc/mobilebert.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/mobilebert.md",
"repo_id": "transformers",
"token_count": 1339
} | 364 |
<!--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 applicable law or agreed... | transformers/docs/source/en/model_doc/ovis2.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/ovis2.md",
"repo_id": "transformers",
"token_count": 1144
} | 365 |
<!--Copyright 2024 The Qwen 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-2.0
Unless required by applic... | transformers/docs/source/en/model_doc/qwen3.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/qwen3.md",
"repo_id": "transformers",
"token_count": 504
} | 366 |
<!--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/en/model_doc/rwkv.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/rwkv.md",
"repo_id": "transformers",
"token_count": 2647
} | 367 |
<!--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 applicable law or agreed... | transformers/docs/source/en/model_doc/smolvlm.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/smolvlm.md",
"repo_id": "transformers",
"token_count": 2351
} | 368 |
<!--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/en/model_doc/t5.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/t5.md",
"repo_id": "transformers",
"token_count": 1665
} | 369 |
<!--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/en/model_doc/vit_hybrid.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/vit_hybrid.md",
"repo_id": "transformers",
"token_count": 2142
} | 370 |
<!--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/en/model_doc/zamba2.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/zamba2.md",
"repo_id": "transformers",
"token_count": 1308
} | 371 |
<!--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/en/perf_train_cpu.md/0 | {
"file_path": "transformers/docs/source/en/perf_train_cpu.md",
"repo_id": "transformers",
"token_count": 575
} | 372 |
<!--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/en/quantization/bitnet.md/0 | {
"file_path": "transformers/docs/source/en/quantization/bitnet.md",
"repo_id": "transformers",
"token_count": 863
} | 373 |
<!--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/en/quantization/selecting.md/0 | {
"file_path": "transformers/docs/source/en/quantization/selecting.md",
"repo_id": "transformers",
"token_count": 3867
} | 374 |
<!--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/en/tasks/image_text_to_text.md/0 | {
"file_path": "transformers/docs/source/en/tasks/image_text_to_text.md",
"repo_id": "transformers",
"token_count": 3850
} | 375 |
<!--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/en/tasks/token_classification.md/0 | {
"file_path": "transformers/docs/source/en/tasks/token_classification.md",
"repo_id": "transformers",
"token_count": 6507
} | 376 |
<!--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 applicable law or agreed... | transformers/docs/source/en/transformers_as_backend.md/0 | {
"file_path": "transformers/docs/source/en/transformers_as_backend.md",
"repo_id": "transformers",
"token_count": 4031
} | 377 |
<!--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/es/fast_tokenizers.md/0 | {
"file_path": "transformers/docs/source/es/fast_tokenizers.md",
"repo_id": "transformers",
"token_count": 987
} | 378 |
<!--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/es/run_scripts.md/0 | {
"file_path": "transformers/docs/source/es/run_scripts.md",
"repo_id": "transformers",
"token_count": 7003
} | 379 |
# docstyle-ignore
INSTALL_CONTENT = """
# Installazione di Transformers
! pip install transformers datasets evaluate accelerate
# Per installare dalla fonte invece dell'ultima versione rilasciata, commenta il comando sopra e
# rimuovi la modalità commento al comando seguente.
# ! pip install git+https://github.com/hugg... | transformers/docs/source/it/_config.py/0 | {
"file_path": "transformers/docs/source/it/_config.py",
"repo_id": "transformers",
"token_count": 190
} | 380 |
<!--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/it/multilingual.md/0 | {
"file_path": "transformers/docs/source/it/multilingual.md",
"repo_id": "transformers",
"token_count": 3202
} | 381 |
<!--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/ja/model_doc/altclip.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/altclip.md",
"repo_id": "transformers",
"token_count": 2399
} | 382 |
<!--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/ja/model_doc/bit.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/bit.md",
"repo_id": "transformers",
"token_count": 1888
} | 383 |
<!--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/ja/model_doc/clvp.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/clvp.md",
"repo_id": "transformers",
"token_count": 2039
} | 384 |
<!--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 agreed... | transformers/docs/source/ja/model_doc/deit.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/deit.md",
"repo_id": "transformers",
"token_count": 3715
} | 385 |
<!--
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 agree... | transformers/docs/source/ja/quicktour.md/0 | {
"file_path": "transformers/docs/source/ja/quicktour.md",
"repo_id": "transformers",
"token_count": 13067
} | 386 |
<!--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/ja/tasks/object_detection.md/0 | {
"file_path": "transformers/docs/source/ja/tasks/object_detection.md",
"repo_id": "transformers",
"token_count": 12694
} | 387 |
<!--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/ja/tokenizer_summary.md/0 | {
"file_path": "transformers/docs/source/ja/tokenizer_summary.md",
"repo_id": "transformers",
"token_count": 9818
} | 388 |
<!--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 agreed... | transformers/docs/source/ko/debugging.md/0 | {
"file_path": "transformers/docs/source/ko/debugging.md",
"repo_id": "transformers",
"token_count": 9860
} | 389 |
<!--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/ko/model_doc/encoder-decoder.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/encoder-decoder.md",
"repo_id": "transformers",
"token_count": 5280
} | 390 |
<!--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/model_doc/mamba2.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/mamba2.md",
"repo_id": "transformers",
"token_count": 3570
} | 391 |
<!--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/model_doc/trajectory_transformer.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/trajectory_transformer.md",
"repo_id": "transformers",
"token_count": 2411
} | 392 |
<!--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/perf_train_cpu_many.md/0 | {
"file_path": "transformers/docs/source/ko/perf_train_cpu_many.md",
"repo_id": "transformers",
"token_count": 4052
} | 393 |
<!--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/quicktour.md/0 | {
"file_path": "transformers/docs/source/ko/quicktour.md",
"repo_id": "transformers",
"token_count": 17532
} | 394 |
<!--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/ko/tasks/masked_language_modeling.md/0 | {
"file_path": "transformers/docs/source/ko/tasks/masked_language_modeling.md",
"repo_id": "transformers",
"token_count": 10086
} | 395 |
<!--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/ko/tflite.md/0 | {
"file_path": "transformers/docs/source/ko/tflite.md",
"repo_id": "transformers",
"token_count": 1852
} | 396 |
<!--版权2023年HuggingFace团队保留所有权利。
根据Apache许可证第2.0版（“许可证”）许可；除非符合许可证，否则您不得使用此文件。您可以在以下网址获取许可证的副本：
http://www.apache.org/licenses/LICENSE-2.0
除非适用法律要求或书面同意，否则按“按原样”分发的软件，无论是明示还是暗示的，都没有任何担保或条件。请参阅许可证以了解特定语言下的权限和限制。
⚠️ 请注意，本文件虽然使用Markdown编写，但包含了特定的语法，适用于我们的doc-builder（类似于MDX），可能无法在您的Markdown查看器中正常渲染。
-->
# 🤗 加速分布式训练
... | transformers/docs/source/zh/accelerate.md/0 | {
"file_path": "transformers/docs/source/zh/accelerate.md",
"repo_id": "transformers",
"token_count": 2552
} | 397 |
<!--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/zh/multilingual.md/0 | {
"file_path": "transformers/docs/source/zh/multilingual.md",
"repo_id": "transformers",
"token_count": 4377
} | 398 |
<!--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/tf_xla.md/0 | {
"file_path": "transformers/docs/source/zh/tf_xla.md",
"repo_id": "transformers",
"token_count": 4549
} | 399 |
#!/usr/bin/env python
# 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 ... | transformers/examples/flax/language-modeling/run_bart_dlm_flax.py/0 | {
"file_path": "transformers/examples/flax/language-modeling/run_bart_dlm_flax.py",
"repo_id": "transformers",
"token_count": 18487
} | 400 |
# Copyright 2021 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writ... | transformers/examples/flax/test_flax_examples.py/0 | {
"file_path": "transformers/examples/flax/test_flax_examples.py",
"repo_id": "transformers",
"token_count": 4807
} | 401 |
# 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/multiple_choice/utils_multiple_choice.py/0 | {
"file_path": "transformers/examples/legacy/multiple_choice/utils_multiple_choice.py",
"repo_id": "transformers",
"token_count": 10015
} | 402 |
#!/usr/bin/env python
# Copyright 2018 Google AI, Google Brain and Carnegie Mellon University 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 t... | transformers/examples/legacy/run_transfo_xl.py/0 | {
"file_path": "transformers/examples/legacy/run_transfo_xl.py",
"repo_id": "transformers",
"token_count": 2265
} | 403 |
import sys
from transformers import AutoTokenizer
dataset = sys.argv[1]
model_name_or_path = sys.argv[2]
max_len = int(sys.argv[3])
subword_len_counter = 0
tokenizer = AutoTokenizer.from_pretrained(model_name_or_path)
max_len -= tokenizer.num_special_tokens_to_add()
with open(dataset) as f_p:
for line in f_p:... | transformers/examples/legacy/token-classification/scripts/preprocess.py/0 | {
"file_path": "transformers/examples/legacy/token-classification/scripts/preprocess.py",
"repo_id": "transformers",
"token_count": 449
} | 404 |
from typing import Optional, Union
import torch
from transformers.models.bert.modeling_bert import BertModel
from ...modeling_outputs import BaseModelOutputWithPoolingAndCrossAttentions
class DummyBertModel(BertModel):
def forward(
self,
input_ids: Optional[torch.Tensor] = None,
attenti... | transformers/examples/modular-transformers/modular_dummy_bert.py/0 | {
"file_path": "transformers/examples/modular-transformers/modular_dummy_bert.py",
"repo_id": "transformers",
"token_count": 450
} | 405 |
#!/usr/bin/env python
# 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
#
# U... | transformers/examples/pytorch/image-pretraining/run_mae.py/0 | {
"file_path": "transformers/examples/pytorch/image-pretraining/run_mae.py",
"repo_id": "transformers",
"token_count": 6417
} | 406 |
<!---
Copyright 2020 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or ... | transformers/examples/pytorch/multiple-choice/README.md/0 | {
"file_path": "transformers/examples/pytorch/multiple-choice/README.md",
"repo_id": "transformers",
"token_count": 1164
} | 407 |
#!/usr/bin/env python
# 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 ... | transformers/examples/pytorch/question-answering/run_seq2seq_qa.py/0 | {
"file_path": "transformers/examples/pytorch/question-answering/run_seq2seq_qa.py",
"repo_id": "transformers",
"token_count": 13265
} | 408 |
<!---
Copyright 2020 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or ... | transformers/examples/pytorch/summarization/README.md/0 | {
"file_path": "transformers/examples/pytorch/summarization/README.md",
"repo_id": "transformers",
"token_count": 2602
} | 409 |
<!---
Copyright 2020 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or ... | transformers/examples/pytorch/token-classification/README.md/0 | {
"file_path": "transformers/examples/pytorch/token-classification/README.md",
"repo_id": "transformers",
"token_count": 1812
} | 410 |
<!---
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/tensorflow/multiple-choice/README.md/0 | {
"file_path": "transformers/examples/tensorflow/multiple-choice/README.md",
"repo_id": "transformers",
"token_count": 513
} | 411 |
# 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/commands/add_fast_image_processor.py/0 | {
"file_path": "transformers/src/transformers/commands/add_fast_image_processor.py",
"repo_id": "transformers",
"token_count": 9797
} | 412 |
# 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/__init__.py/0 | {
"file_path": "transformers/src/transformers/data/__init__.py",
"repo_id": "transformers",
"token_count": 505
} | 413 |
# 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/generation/streamers.py/0 | {
"file_path": "transformers/src/transformers/generation/streamers.py",
"repo_id": "transformers",
"token_count": 5118
} | 414 |
from ..utils import is_accelerate_available, is_torch_available, logging
if is_accelerate_available():
from accelerate import init_empty_weights
if is_torch_available():
import torch
import torch.nn as nn
import torch.nn.functional as F
logger = logging.get_logger(__name__)
# the weights are terna... | transformers/src/transformers/integrations/bitnet.py/0 | {
"file_path": "transformers/src/transformers/integrations/bitnet.py",
"repo_id": "transformers",
"token_count": 7033
} | 415 |
# 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/integrations/hub_kernels.py/0 | {
"file_path": "transformers/src/transformers/integrations/hub_kernels.py",
"repo_id": "transformers",
"token_count": 1834
} | 416 |
/*!
**************************************************************************************************
* Deformable DETR
* Copyright (c) 2020 SenseTime. All Rights Reserved.
* Licensed under the Apache License, Version 2.0 [see LICENSE for details]
***********************************************************************... | transformers/src/transformers/kernels/deta/cpu/ms_deform_attn_cpu.cpp/0 | {
"file_path": "transformers/src/transformers/kernels/deta/cpu/ms_deform_attn_cpu.cpp",
"repo_id": "transformers",
"token_count": 406
} | 417 |
#include <stdio.h>
#include <assert.h>
#include "ATen/ATen.h"
#define MIN_VALUE (-1e38)
typedef at::BFloat16 bf16;
__global__ void kernel_forward_bf16(
const int B, const int T, const int C, const float *__restrict__ const _w, const bf16 *__restrict__ const _u,
const bf16 *__restrict__ const _k, const bf16 *__... | transformers/src/transformers/kernels/rwkv/wkv_cuda_bf16.cu/0 | {
"file_path": "transformers/src/transformers/kernels/rwkv/wkv_cuda_bf16.cu",
"repo_id": "transformers",
"token_count": 3302
} | 418 |
# 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/loss/loss_utils.py/0 | {
"file_path": "transformers/src/transformers/loss/loss_utils.py",
"repo_id": "transformers",
"token_count": 2596
} | 419 |
# coding=utf-8
# Copyright 2018 The Google AI Language Team Authors, Facebook AI Research 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 L... | transformers/src/transformers/modeling_utils.py/0 | {
"file_path": "transformers/src/transformers/modeling_utils.py",
"repo_id": "transformers",
"token_count": 139008
} | 420 |
# 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/align/configuration_align.py/0 | {
"file_path": "transformers/src/transformers/models/align/configuration_align.py",
"repo_id": "transformers",
"token_count": 5950
} | 421 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/aria/modular_aria.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
# ... | transformers/src/transformers/models/aria/modeling_aria.py/0 | {
"file_path": "transformers/src/transformers/models/aria/modeling_aria.py",
"repo_id": "transformers",
"token_count": 22392
} | 422 |
# 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/auto/processing_auto.py/0 | {
"file_path": "transformers/src/transformers/models/auto/processing_auto.py",
"repo_id": "transformers",
"token_count": 8931
} | 423 |
# 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/models/bert/convert_bert_token_dropping_original_tf2_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/bert/convert_bert_token_dropping_original_tf2_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 3029
} | 424 |
# coding=utf-8
# Copyright 2023 The Salesforce Team 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/licens... | transformers/src/transformers/models/blip/modeling_tf_blip.py/0 | {
"file_path": "transformers/src/transformers/models/blip/modeling_tf_blip.py",
"repo_id": "transformers",
"token_count": 30478
} | 425 |
# coding=utf-8
# Copyright 2023 The Intel Labs Team Authors, The Microsoft Research Team Authors and HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License a... | transformers/src/transformers/models/bridgetower/image_processing_bridgetower.py/0 | {
"file_path": "transformers/src/transformers/models/bridgetower/image_processing_bridgetower.py",
"repo_id": "transformers",
"token_count": 11136
} | 426 |
# coding=utf-8
# Copyright 2022 The OFA-Sys Team 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/... | transformers/src/transformers/models/chinese_clip/convert_chinese_clip_original_pytorch_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/chinese_clip/convert_chinese_clip_original_pytorch_to_hf.py",
"repo_id": "transformers",
"token_count": 1996
} | 427 |
# 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/clvp/feature_extraction_clvp.py/0 | {
"file_path": "transformers/src/transformers/models/clvp/feature_extraction_clvp.py",
"repo_id": "transformers",
"token_count": 4477
} | 428 |
# coding=utf-8
# Copyright 2024 Cohere team. All rights reserved.
#
# This code is based on EleutherAI's GPT-NeoX library and the GPT-NeoX
# and OPT implementations in this library. It has been modified from its
# original forms to accommodate minor architectural differences compared
# to GPT-NeoX and OPT used by the M... | transformers/src/transformers/models/cohere/modular_cohere.py/0 | {
"file_path": "transformers/src/transformers/models/cohere/modular_cohere.py",
"repo_id": "transformers",
"token_count": 6698
} | 429 |
# 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/colpali/modular_colpali.py/0 | {
"file_path": "transformers/src/transformers/models/colpali/modular_colpali.py",
"repo_id": "transformers",
"token_count": 6922
} | 430 |
# coding=utf-8
# Copyright 2025 Sesame 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/csm/modular_csm.py/0 | {
"file_path": "transformers/src/transformers/models/csm/modular_csm.py",
"repo_id": "transformers",
"token_count": 14922
} | 431 |
# coding=utf-8
# Copyright 2025 Baidu Inc and The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required... | transformers/src/transformers/models/d_fine/modular_d_fine.py/0 | {
"file_path": "transformers/src/transformers/models/d_fine/modular_d_fine.py",
"repo_id": "transformers",
"token_count": 24534
} | 432 |
#!/usr/bin/env python3
import argparse
import json
import torch
from huggingface_hub import hf_hub_download
from PIL import Image
from timm.models import create_model
from transformers import (
BeitImageProcessor,
Data2VecVisionConfig,
Data2VecVisionForImageClassification,
Data2VecVisionModel,
)
def... | transformers/src/transformers/models/data2vec/convert_data2vec_vision_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/data2vec/convert_data2vec_vision_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 7005
} | 433 |
# 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/models/deprecated/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/__init__.py",
"repo_id": "transformers",
"token_count": 537
} | 434 |
# coding=utf-8
# Copyright 2023 Xuan Ouyang, Shuohuan Wang, Chao Pang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang 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... | transformers/src/transformers/models/deprecated/ernie_m/configuration_ernie_m.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/ernie_m/configuration_ernie_m.py",
"repo_id": "transformers",
"token_count": 2132
} | 435 |
# coding=utf-8
# Copyright 2022 The OpenAI Team Authors and HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unles... | transformers/src/transformers/models/deprecated/jukebox/modeling_jukebox.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/jukebox/modeling_jukebox.py",
"repo_id": "transformers",
"token_count": 54650
} | 436 |
# coding=utf-8
# Copyright 2022 BNRist (Tsinghua University), TKLNDST (Nankai University) and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#... | transformers/src/transformers/models/deprecated/van/convert_van_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/van/convert_van_to_pytorch.py",
"repo_id": "transformers",
"token_count": 4516
} | 437 |
# coding=utf-8
# Copyright 2025 The Nari Labs 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.... | transformers/src/transformers/models/dia/convert_dia_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/dia/convert_dia_to_hf.py",
"repo_id": "transformers",
"token_count": 3055
} | 438 |
# 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/dinov3_vit/convert_dinov3_vit_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/dinov3_vit/convert_dinov3_vit_to_hf.py",
"repo_id": "transformers",
"token_count": 6426
} | 439 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/doge/modular_doge.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
# ... | transformers/src/transformers/models/doge/modeling_doge.py/0 | {
"file_path": "transformers/src/transformers/models/doge/modeling_doge.py",
"repo_id": "transformers",
"token_count": 15735
} | 440 |
# 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/models/dpr/convert_dpr_original_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/dpr/convert_dpr_original_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 2478
} | 441 |
# Copyright 2021 AlQuraishi Laboratory
# Copyright 2021 DeepMind Technologies Limited
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this 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/esm/openfold_utils/data_transforms.py/0 | {
"file_path": "transformers/src/transformers/models/esm/openfold_utils/data_transforms.py",
"repo_id": "transformers",
"token_count": 1462
} | 442 |
# coding=utf-8
# Copyright 2025 The LG AI Research 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/LIC... | transformers/src/transformers/models/exaone4/modular_exaone4.py/0 | {
"file_path": "transformers/src/transformers/models/exaone4/modular_exaone4.py",
"repo_id": "transformers",
"token_count": 10045
} | 443 |
# coding=utf-8
# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/fastspeech2_conformer/convert_fastspeech2_conformer_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/fastspeech2_conformer/convert_fastspeech2_conformer_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 3869
} | 444 |
# 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/flava/image_processing_flava_fast.py/0 | {
"file_path": "transformers/src/transformers/models/flava/image_processing_flava_fast.py",
"repo_id": "transformers",
"token_count": 9558
} | 445 |
# 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/focalnet/configuration_focalnet.py/0 | {
"file_path": "transformers/src/transformers/models/focalnet/configuration_focalnet.py",
"repo_id": "transformers",
"token_count": 3079
} | 446 |
# coding=utf-8
# Copyright 2023 Adept AI and the HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0... | transformers/src/transformers/models/fuyu/configuration_fuyu.py/0 | {
"file_path": "transformers/src/transformers/models/fuyu/configuration_fuyu.py",
"repo_id": "transformers",
"token_count": 4225
} | 447 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/gemma2/modular_gemma2.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
... | transformers/src/transformers/models/gemma2/modeling_gemma2.py/0 | {
"file_path": "transformers/src/transformers/models/gemma2/modeling_gemma2.py",
"repo_id": "transformers",
"token_count": 11099
} | 448 |
# coding=utf-8
# Copyright 2025 Google Inc. HuggingFace Inc. team. All rights reserved.
#
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
... | transformers/src/transformers/models/gemma3n/processing_gemma3n.py/0 | {
"file_path": "transformers/src/transformers/models/gemma3n/processing_gemma3n.py",
"repo_id": "transformers",
"token_count": 2879
} | 449 |
# 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_moe/modular_glm4v_moe.py/0 | {
"file_path": "transformers/src/transformers/models/glm4v_moe/modular_glm4v_moe.py",
"repo_id": "transformers",
"token_count": 8712
} | 450 |
# coding=utf-8
# Copyright 2021 The Eleuther AI 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-... | transformers/src/transformers/models/gpt_neo/modeling_gpt_neo.py/0 | {
"file_path": "transformers/src/transformers/models/gpt_neo/modeling_gpt_neo.py",
"repo_id": "transformers",
"token_count": 22828
} | 451 |
# Copyright 2022 The HuggingFace Inc. team and the AI-Sweden team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this 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/gpt_sw3/convert_megatron_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/gpt_sw3/convert_megatron_to_pytorch.py",
"repo_id": "transformers",
"token_count": 3469
} | 452 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/hgnet_v2/modular_hgnet_v2.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation... | transformers/src/transformers/models/hgnet_v2/configuration_hgnet_v2.py/0 | {
"file_path": "transformers/src/transformers/models/hgnet_v2/configuration_hgnet_v2.py",
"repo_id": "transformers",
"token_count": 3572
} | 453 |
# coding=utf-8
# Copyright (C) 2025 THL A29 Limited, a Tencent company and the HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.a... | transformers/src/transformers/models/hunyuan_v1_dense/configuration_hunyuan_v1_dense.py/0 | {
"file_path": "transformers/src/transformers/models/hunyuan_v1_dense/configuration_hunyuan_v1_dense.py",
"repo_id": "transformers",
"token_count": 3887
} | 454 |
# This code was adapted from https://github.com/lucidrains/flamingo-pytorch licensed under the MIT License.
#
# MIT License
#
# Copyright (c) 2020 The Google AI Language Team Authors, The HuggingFace Inc. team and github/lonePatient
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of ... | transformers/src/transformers/models/idefics/perceiver.py/0 | {
"file_path": "transformers/src/transformers/models/idefics/perceiver.py",
"repo_id": "transformers",
"token_count": 3753
} | 455 |
# 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/idefics3/image_processing_idefics3_fast.py/0 | {
"file_path": "transformers/src/transformers/models/idefics3/image_processing_idefics3_fast.py",
"repo_id": "transformers",
"token_count": 10001
} | 456 |
# 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/internvl/configuration_internvl.py/0 | {
"file_path": "transformers/src/transformers/models/internvl/configuration_internvl.py",
"repo_id": "transformers",
"token_count": 3983
} | 457 |
# coding=utf-8
# Copyright 2025 Deepseek AI and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#... | transformers/src/transformers/models/janus/processing_janus.py/0 | {
"file_path": "transformers/src/transformers/models/janus/processing_janus.py",
"repo_id": "transformers",
"token_count": 2873
} | 458 |
# coding=utf-8
# Copyright 2022 Meta Platforms, Inc. and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses... | transformers/src/transformers/models/levit/modeling_levit.py/0 | {
"file_path": "transformers/src/transformers/models/levit/modeling_levit.py",
"repo_id": "transformers",
"token_count": 11597
} | 459 |
# Copyright 2022 EleutherAI 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 r... | transformers/src/transformers/models/llama/convert_llama_weights_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/llama/convert_llama_weights_to_hf.py",
"repo_id": "transformers",
"token_count": 11903
} | 460 |
# coding=utf-8
# Copyright 2022 Meta Platforms, Inc. and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses... | transformers/src/transformers/models/mask2former/convert_mask2former_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/mask2former/convert_mask2former_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 24032
} | 461 |
# 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/models/megatron_gpt2/checkpoint_reshaping_and_interoperability.py/0 | {
"file_path": "transformers/src/transformers/models/megatron_gpt2/checkpoint_reshaping_and_interoperability.py",
"repo_id": "transformers",
"token_count": 16862
} | 462 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.