text stringlengths 5 424k | id stringlengths 13 178 | metadata dict | __index_level_0__ int64 0 672 |
|---|---|---|---|
<!--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/en/model_doc/wavlm.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/wavlm.md",
"repo_id": "transformers",
"token_count": 1067
} | 410 |
<!--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/yoso.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/yoso.md",
"repo_id": "transformers",
"token_count": 1325
} | 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 applicable law or agreed... | transformers/docs/source/en/perf_infer_gpu_one.md/0 | {
"file_path": "transformers/docs/source/en/perf_infer_gpu_one.md",
"repo_id": "transformers",
"token_count": 4989
} | 412 |
<!--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 to... | transformers/docs/source/en/quantization/auto_round.md/0 | {
"file_path": "transformers/docs/source/en/quantization/auto_round.md",
"repo_id": "transformers",
"token_count": 3831
} | 413 |
<!--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/tasks/image_captioning.md/0 | {
"file_path": "transformers/docs/source/en/tasks/image_captioning.md",
"repo_id": "transformers",
"token_count": 2677
} | 414 |
<!--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/semantic_segmentation.md/0 | {
"file_path": "transformers/docs/source/en/tasks/semantic_segmentation.md",
"repo_id": "transformers",
"token_count": 9259
} | 415 |
<!--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/torchscript.md/0 | {
"file_path": "transformers/docs/source/en/torchscript.md",
"repo_id": "transformers",
"token_count": 2035
} | 416 |
<!--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/es/custom_models.md/0 | {
"file_path": "transformers/docs/source/es/custom_models.md",
"repo_id": "transformers",
"token_count": 5982
} | 417 |
<!--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/preprocessing.md/0 | {
"file_path": "transformers/docs/source/es/preprocessing.md",
"repo_id": "transformers",
"token_count": 13019
} | 418 |
<!--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/hi/pipeline_tutorial.md/0 | {
"file_path": "transformers/docs/source/hi/pipeline_tutorial.md",
"repo_id": "transformers",
"token_count": 13934
} | 419 |
<!--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
} | 420 |
<!--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/audio-spectrogram-transformer.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/audio-spectrogram-transformer.md",
"repo_id": "transformers",
"token_count": 2252
} | 421 |
<!--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/ja/model_doc/blenderbot-small.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/blenderbot-small.md",
"repo_id": "transformers",
"token_count": 1671
} | 422 |
<!--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/code_llama.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/code_llama.md",
"repo_id": "transformers",
"token_count": 4100
} | 423 |
<!--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/deplot.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/deplot.md",
"repo_id": "transformers",
"token_count": 2028
} | 424 |
<!--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/perf_torch_compile.md/0 | {
"file_path": "transformers/docs/source/ja/perf_torch_compile.md",
"repo_id": "transformers",
"token_count": 6641
} | 425 |
<!--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/serialization.md/0 | {
"file_path": "transformers/docs/source/ja/serialization.md",
"repo_id": "transformers",
"token_count": 4847
} | 426 |
これでモデルのトレーニングを開始する準備が整いました。 [`AutoModelForQuestionAnswering`] を使用して DitilBERT をロードします。
```py
>>> from transformers import AutoModelForQuestionAnswering, TrainingArguments, Trainer
>>> model = AutoModelForQuestionAnswering.from_pretrained("distilbert/distilbert-base-uncased")
```
この時点で残っている手順は次の 3 つだけです。
1. [`Train... | transformers/docs/source/ja/tasks/question_answering.md/0 | {
"file_path": "transformers/docs/source/ja/tasks/question_answering.md",
"repo_id": "transformers",
"token_count": 2059
} | 427 |
# docstyle-ignore
INSTALL_CONTENT = """
# Transformers 설치 방법
! pip install transformers datasets evaluate accelerate
# 마지막 릴리스 대신 소스에서 설치하려면, 위 명령을 주석으로 바꾸고 아래 명령을 해제하세요.
# ! pip install git+https://github.com/huggingface/transformers.git
"""
notebook_first_cells = [{"type": "code", "content": INSTALL_CONTENT}]
black_... | transformers/docs/source/ko/_config.py/0 | {
"file_path": "transformers/docs/source/ko/_config.py",
"repo_id": "transformers",
"token_count": 259
} | 428 |
<!--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/fsdp.md/0 | {
"file_path": "transformers/docs/source/ko/fsdp.md",
"repo_id": "transformers",
"token_count": 5834
} | 429 |
<!--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/internal/time_series_utils.md/0 | {
"file_path": "transformers/docs/source/ko/internal/time_series_utils.md",
"repo_id": "transformers",
"token_count": 550
} | 430 |
<!--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/main_classes/pipelines.md/0 | {
"file_path": "transformers/docs/source/ko/main_classes/pipelines.md",
"repo_id": "transformers",
"token_count": 9346
} | 431 |
<!--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/biogpt.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/biogpt.md",
"repo_id": "transformers",
"token_count": 6060
} | 432 |
<!--Copyright 2025 The LG AI Research 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 a... | transformers/docs/source/ko/model_doc/exaone4.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/exaone4.md",
"repo_id": "transformers",
"token_count": 3937
} | 433 |
<!--Copyright 2023 Mistral 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
Unless required by applicabl... | transformers/docs/source/ko/model_doc/mistral.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/mistral.md",
"repo_id": "transformers",
"token_count": 6828
} | 434 |
<!--Copyright 2023 The Intel Team Authors and HuggingFace Inc. team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required... | transformers/docs/source/ko/model_doc/tvp.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/tvp.md",
"repo_id": "transformers",
"token_count": 7190
} | 435 |
<!--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.md/0 | {
"file_path": "transformers/docs/source/ko/perf_train_cpu.md",
"repo_id": "transformers",
"token_count": 2394
} | 436 |
<!--Copyright 2025 Advanced Micro Devices, Inc. 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 req... | transformers/docs/source/ko/quantization/quark.md/0 | {
"file_path": "transformers/docs/source/ko/quantization/quark.md",
"repo_id": "transformers",
"token_count": 3490
} | 437 |
<!--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/mask_generation.md/0 | {
"file_path": "transformers/docs/source/ko/tasks/mask_generation.md",
"repo_id": "transformers",
"token_count": 5655
} | 438 |
<!--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/testing.md/0 | {
"file_path": "transformers/docs/source/ko/testing.md",
"repo_id": "transformers",
"token_count": 35084
} | 439 |
<!--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/pt/pipeline_tutorial.md/0 | {
"file_path": "transformers/docs/source/pt/pipeline_tutorial.md",
"repo_id": "transformers",
"token_count": 2382
} | 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 applicable law or ... | transformers/docs/source/zh/contributing.md/0 | {
"file_path": "transformers/docs/source/zh/contributing.md",
"repo_id": "transformers",
"token_count": 10449
} | 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/main_classes/processors.md/0 | {
"file_path": "transformers/docs/source/zh/main_classes/processors.md",
"repo_id": "transformers",
"token_count": 3057
} | 442 |
<!--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/pipeline_tutorial.md/0 | {
"file_path": "transformers/docs/source/zh/pipeline_tutorial.md",
"repo_id": "transformers",
"token_count": 7469
} | 443 |
#!/usr/bin/env python
# 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 obtai... | transformers/examples/legacy/run_language_modeling.py/0 | {
"file_path": "transformers/examples/legacy/run_language_modeling.py",
"repo_id": "transformers",
"token_count": 5659
} | 444 |
# 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_seq2seq_examples_multi_gpu.py/0 | {
"file_path": "transformers/examples/legacy/seq2seq/old_test_seq2seq_examples_multi_gpu.py",
"repo_id": "transformers",
"token_count": 771
} | 445 |
if ! [ -f ./dev.txt ]; then
echo "Downloading CONLL2003 dev dataset...."
curl -L -o ./dev.txt 'https://github.com/davidsbatista/NER-datasets/raw/master/CONLL2003/valid.txt'
fi
if ! [ -f ./test.txt ]; then
echo "Downloading CONLL2003 test dataset...."
curl -L -o ./test.txt 'https://github.com/davidsbatista/NER-... | transformers/examples/legacy/token-classification/run_chunk.sh/0 | {
"file_path": "transformers/examples/legacy/token-classification/run_chunk.sh",
"repo_id": "transformers",
"token_count": 414
} | 446 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from examples/modular-transformers/modular_duplicated_method.py.
# Do NOT edit this file manually as any edits will be overwritten by the gene... | transformers/examples/modular-transformers/configuration_duplicated_method.py/0 | {
"file_path": "transformers/examples/modular-transformers/configuration_duplicated_method.py",
"repo_id": "transformers",
"token_count": 5134
} | 447 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from examples/modular-transformers/modular_switch_function.py.
# Do NOT edit this file manually as any edits will be overwritten by the genera... | transformers/examples/modular-transformers/modeling_switch_function.py/0 | {
"file_path": "transformers/examples/modular-transformers/modeling_switch_function.py",
"repo_id": "transformers",
"token_count": 3330
} | 448 |
from transformers.models.deformable_detr.modeling_deformable_detr import DeformableDetrModel
# Here, the old and new model have by essence a common "detr" suffix. Make sure everything is correctly named
# in this case (i.e., we do not wrongly detect `Detr` as part of a suffix to remove)
class TestDetrModel(Deformable... | transformers/examples/modular-transformers/modular_test_detr.py/0 | {
"file_path": "transformers/examples/modular-transformers/modular_test_detr.py",
"repo_id": "transformers",
"token_count": 103
} | 449 |
#!/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/image-classification/run_image_classification.py/0 | {
"file_path": "transformers/examples/pytorch/image-classification/run_image_classification.py",
"repo_id": "transformers",
"token_count": 7136
} | 450 |
#!/usr/bin/env python
# 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 ... | transformers/examples/pytorch/question-answering/run_qa.py/0 | {
"file_path": "transformers/examples/pytorch/question-answering/run_qa.py",
"repo_id": "transformers",
"token_count": 13166
} | 451 |
# 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/commands/download.py/0 | {
"file_path": "transformers/src/transformers/commands/download.py",
"repo_id": "transformers",
"token_count": 828
} | 452 |
# coding=utf-8
# Copyright 2020 The HuggingFace Inc. team
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable ... | transformers/src/transformers/generation/beam_search.py/0 | {
"file_path": "transformers/src/transformers/generation/beam_search.py",
"repo_id": "transformers",
"token_count": 22537
} | 453 |
# Copyright 2020 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed ... | transformers/src/transformers/image_processing_base.py/0 | {
"file_path": "transformers/src/transformers/image_processing_base.py",
"repo_id": "transformers",
"token_count": 10498
} | 454 |
# 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/integrations/finegrained_fp8.py/0 | {
"file_path": "transformers/src/transformers/integrations/finegrained_fp8.py",
"repo_id": "transformers",
"token_count": 7103
} | 455 |
from typing import Optional
import torch
from ..utils import is_torch_xpu_available, logging
from ..utils.import_utils import is_torch_greater_or_equal
logger = logging.get_logger(__name__)
_is_torch_greater_or_equal_than_2_5 = is_torch_greater_or_equal("2.5", accept_dev=True)
_is_torch_greater_or_equal_than_2_8 ... | transformers/src/transformers/integrations/sdpa_attention.py/0 | {
"file_path": "transformers/src/transformers/integrations/sdpa_attention.py",
"repo_id": "transformers",
"token_count": 1660
} | 456 |
__global__ void fast_hash_ver1_cuda_kernel(
int *mask, // [batch_size, num_vector]
float *vector, // [batch_size, num_vector, vector_dim]
int *Dmat, // [3, num_part, vector_dim]
int *hash_code, // [batch_size, num_vector, num_hash_f]
int batch_size,
int num_vector,
int vector_dim,
int... | transformers/src/transformers/kernels/yoso/fast_lsh_cumulation_cuda.h/0 | {
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# Copyright 2020 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/src/transformers/modeling_outputs.py/0 | {
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# coding=utf-8
# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/align/configuration_align.py/0 | {
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"repo_id": "transformers",
"token_count": 5950
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# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/auto/image_processing_auto.py/0 | {
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"repo_id": "transformers",
"token_count": 16065
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# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/bamba/modular_bamba.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
# ... | transformers/src/transformers/models/bamba/modeling_bamba.py/0 | {
"file_path": "transformers/src/transformers/models/bamba/modeling_bamba.py",
"repo_id": "transformers",
"token_count": 31599
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# coding=utf-8
# Copyright 2020 Ecole Polytechnique 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
#
# Unles... | transformers/src/transformers/models/barthez/tokenization_barthez_fast.py/0 | {
"file_path": "transformers/src/transformers/models/barthez/tokenization_barthez_fast.py",
"repo_id": "transformers",
"token_count": 3124
} | 462 |
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/blip/configuration_blip.py/0 | {
"file_path": "transformers/src/transformers/models/blip/configuration_blip.py",
"repo_id": "transformers",
"token_count": 5397
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# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/bloom/tokenization_bloom_fast.py/0 | {
"file_path": "transformers/src/transformers/models/bloom/tokenization_bloom_fast.py",
"repo_id": "transformers",
"token_count": 2419
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# 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/bros/processing_bros.py/0 | {
"file_path": "transformers/src/transformers/models/bros/processing_bros.py",
"repo_id": "transformers",
"token_count": 719
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# coding=utf-8
# Copyright 2024 Meta Inc. and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.... | transformers/src/transformers/models/chameleon/configuration_chameleon.py/0 | {
"file_path": "transformers/src/transformers/models/chameleon/configuration_chameleon.py",
"repo_id": "transformers",
"token_count": 5271
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# coding=utf-8
# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/clap/convert_clap_original_pytorch_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/clap/convert_clap_original_pytorch_to_hf.py",
"repo_id": "transformers",
"token_count": 2042
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# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/clipseg/convert_clipseg_original_pytorch_to_hf.py/0 | {
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"repo_id": "transformers",
"token_count": 4817
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# 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": 12830
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# 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": 5281
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# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/conditional_detr/convert_conditional_detr_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/conditional_detr/convert_conditional_detr_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 6950
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# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/convnext/image_processing_convnext.py/0 | {
"file_path": "transformers/src/transformers/models/convnext/image_processing_convnext.py",
"repo_id": "transformers",
"token_count": 6708
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# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/d_fine/modular_d_fine.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
... | transformers/src/transformers/models/d_fine/modeling_d_fine.py/0 | {
"file_path": "transformers/src/transformers/models/d_fine/modeling_d_fine.py",
"repo_id": "transformers",
"token_count": 45790
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# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/data2vec/convert_data2vec_text_original_pytorch_checkpoint_to_pytorch.py/0 | {
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"repo_id": "transformers",
"token_count": 3897
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# 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_v2/configuration_deberta_v2.py/0 | {
"file_path": "transformers/src/transformers/models/deberta_v2/configuration_deberta_v2.py",
"repo_id": "transformers",
"token_count": 3497
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# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/deepseek_vl/modular_deepseek_vl.py.
# Do NOT edit this file manually as any edits will be overwritten by the gene... | transformers/src/transformers/models/deepseek_vl/configuration_deepseek_vl.py/0 | {
"file_path": "transformers/src/transformers/models/deepseek_vl/configuration_deepseek_vl.py",
"repo_id": "transformers",
"token_count": 1737
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# coding=utf-8
# Copyright 2022 SenseTime 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/deformable_detr/configuration_deformable_detr.py/0 | {
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"repo_id": "transformers",
"token_count": 5768
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# coding=utf-8
# Copyright 2020, The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/src/transformers/models/deprecated/bort/convert_bort_original_gluonnlp_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/bort/convert_bort_original_gluonnlp_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 6182
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# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/deprecated/mctct/configuration_mctct.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/mctct/configuration_mctct.py",
"repo_id": "transformers",
"token_count": 3556
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# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/deprecated/nezha/modeling_nezha.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/nezha/modeling_nezha.py",
"repo_id": "transformers",
"token_count": 29951
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# coding=utf-8
# 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 the Lice... | transformers/src/transformers/models/deprecated/transfo_xl/modeling_transfo_xl.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/transfo_xl/modeling_transfo_xl.py",
"repo_id": "transformers",
"token_count": 22993
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# coding=utf-8
# Copyright 2024 The Apple Research 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/li... | transformers/src/transformers/models/depth_pro/modeling_depth_pro.py/0 | {
"file_path": "transformers/src/transformers/models/depth_pro/modeling_depth_pro.py",
"repo_id": "transformers",
"token_count": 18999
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# coding=utf-8
# Copyright 2025 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/dia/processing_dia.py/0 | {
"file_path": "transformers/src/transformers/models/dia/processing_dia.py",
"repo_id": "transformers",
"token_count": 8891
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# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/dinov2_with_registers/modular_dinov2_with_registers.py.
# Do NOT edit this file manually as any edits will be ove... | transformers/src/transformers/models/dinov2_with_registers/configuration_dinov2_with_registers.py/0 | {
"file_path": "transformers/src/transformers/models/dinov2_with_registers/configuration_dinov2_with_registers.py",
"repo_id": "transformers",
"token_count": 3444
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# coding=utf-8
# Copyright 2019-present, the HuggingFace Inc. team, The Google AI Language Team and Facebook, 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.or... | transformers/src/transformers/models/distilbert/modeling_distilbert.py/0 | {
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"repo_id": "transformers",
"token_count": 24225
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# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/donut/modeling_donut_swin.py/0 | {
"file_path": "transformers/src/transformers/models/donut/modeling_donut_swin.py",
"repo_id": "transformers",
"token_count": 18831
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# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/dpt/convert_dpt_hybrid_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/dpt/convert_dpt_hybrid_to_pytorch.py",
"repo_id": "transformers",
"token_count": 5467
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# 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/efficientnet/convert_efficientnet_to_pytorch.py/0 | {
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"repo_id": "transformers",
"token_count": 5603
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# coding=utf-8
# Copyright 2024 HuggingFace Inc. team. All rights reserved.
#
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless 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": 4772
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# coding=utf-8
# Copyright 2022 Meta and The HuggingFace Inc. team. All rights reserved.
# Copyright (c) 2025, 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 L... | transformers/src/transformers/models/esm/modeling_esm.py/0 | {
"file_path": "transformers/src/transformers/models/esm/modeling_esm.py",
"repo_id": "transformers",
"token_count": 18501
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# coding=utf-8
# Copyright 2025 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/evolla/processing_evolla.py/0 | {
"file_path": "transformers/src/transformers/models/evolla/processing_evolla.py",
"repo_id": "transformers",
"token_count": 4716
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# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/falcon_mamba/modular_falcon_mamba.py.
# Do NOT edit this file manually as any edits will be overwritten by the ge... | transformers/src/transformers/models/falcon_mamba/modeling_falcon_mamba.py/0 | {
"file_path": "transformers/src/transformers/models/falcon_mamba/modeling_falcon_mamba.py",
"repo_id": "transformers",
"token_count": 19401
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# coding=utf-8
# Copyright 2022 Meta Platforms 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/LI... | transformers/src/transformers/models/flava/convert_flava_original_pytorch_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/flava/convert_flava_original_pytorch_to_hf.py",
"repo_id": "transformers",
"token_count": 1628
} | 493 |
# coding=utf-8
# Copyright 2020, Hugging Face
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agree... | transformers/src/transformers/models/funnel/configuration_funnel.py/0 | {
"file_path": "transformers/src/transformers/models/funnel/configuration_funnel.py",
"repo_id": "transformers",
"token_count": 2971
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# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/gemma/modular_gemma.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
# ... | transformers/src/transformers/models/gemma/tokenization_gemma.py/0 | {
"file_path": "transformers/src/transformers/models/gemma/tokenization_gemma.py",
"repo_id": "transformers",
"token_count": 6346
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# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/gemma3n/modular_gemma3n.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation o... | transformers/src/transformers/models/gemma3n/configuration_gemma3n.py/0 | {
"file_path": "transformers/src/transformers/models/gemma3n/configuration_gemma3n.py",
"repo_id": "transformers",
"token_count": 14535
} | 496 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/glm4v/modular_glm4v.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
# ... | transformers/src/transformers/models/glm4v/processing_glm4v.py/0 | {
"file_path": "transformers/src/transformers/models/glm4v/processing_glm4v.py",
"repo_id": "transformers",
"token_count": 6812
} | 497 |
# coding=utf-8
# Copyright 2021 The Eleuther AI 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 requir... | transformers/src/transformers/models/gpt_neo/convert_gpt_neo_mesh_tf_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/gpt_neo/convert_gpt_neo_mesh_tf_to_pytorch.py",
"repo_id": "transformers",
"token_count": 2638
} | 498 |
from typing import TYPE_CHECKING, Optional, Union
import torch
from transformers.models.detr.image_processing_detr_fast import DetrImageProcessorFast
from ...image_transforms import center_to_corners_format
from ...utils import (
TensorType,
logging,
)
if TYPE_CHECKING:
from .modeling_grounding_dino im... | transformers/src/transformers/models/grounding_dino/modular_grounding_dino.py/0 | {
"file_path": "transformers/src/transformers/models/grounding_dino/modular_grounding_dino.py",
"repo_id": "transformers",
"token_count": 2022
} | 499 |
from typing import TYPE_CHECKING
from ...utils import _LazyModule
from ...utils.import_utils import define_import_structure
if TYPE_CHECKING:
from .configuration_hunyuan_v1_moe import *
from .modeling_hunyuan import *
else:
import sys
_file = globals()["__file__"]
sys.modules[__name__] = _LazyMo... | transformers/src/transformers/models/hunyuan_v1_moe/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/hunyuan_v1_moe/__init__.py",
"repo_id": "transformers",
"token_count": 141
} | 500 |
# coding=utf-8
# Copyright 2024 The HuggingFace Inc. team. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless req... | transformers/src/transformers/models/idefics2/configuration_idefics2.py/0 | {
"file_path": "transformers/src/transformers/models/idefics2/configuration_idefics2.py",
"repo_id": "transformers",
"token_count": 4773
} | 501 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/ijepa/modular_ijepa.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
# ... | transformers/src/transformers/models/ijepa/modeling_ijepa.py/0 | {
"file_path": "transformers/src/transformers/models/ijepa/modeling_ijepa.py",
"repo_id": "transformers",
"token_count": 9899
} | 502 |
# coding=utf-8
# Copyright 2023 The Salesforce 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/LI... | transformers/src/transformers/models/instructblip/modeling_instructblip.py/0 | {
"file_path": "transformers/src/transformers/models/instructblip/modeling_instructblip.py",
"repo_id": "transformers",
"token_count": 28502
} | 503 |
# 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/internvl/video_processing_internvl.py/0 | {
"file_path": "transformers/src/transformers/models/internvl/video_processing_internvl.py",
"repo_id": "transformers",
"token_count": 2578
} | 504 |
# coding=utf-8
# Copyright 2023 Microsoft Research and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/L... | transformers/src/transformers/models/kosmos2/configuration_kosmos2.py/0 | {
"file_path": "transformers/src/transformers/models/kosmos2/configuration_kosmos2.py",
"repo_id": "transformers",
"token_count": 4549
} | 505 |
# coding=utf-8
# Copyright 2025 Kyutai and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#... | transformers/src/transformers/models/kyutai_speech_to_text/modular_kyutai_speech_to_text.py/0 | {
"file_path": "transformers/src/transformers/models/kyutai_speech_to_text/modular_kyutai_speech_to_text.py",
"repo_id": "transformers",
"token_count": 10027
} | 506 |
# Copyright 2024 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/src/transformers/models/layoutlmv3/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/layoutlmv3/__init__.py",
"repo_id": "transformers",
"token_count": 398
} | 507 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/lfm2_vl/modular_lfm2_vl.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation o... | transformers/src/transformers/models/lfm2_vl/modeling_lfm2_vl.py/0 | {
"file_path": "transformers/src/transformers/models/lfm2_vl/modeling_lfm2_vl.py",
"repo_id": "transformers",
"token_count": 8817
} | 508 |
# coding=utf-8
# Copyright 2022 EleutherAI and the HuggingFace Inc. team. All rights reserved.
#
# This code is based on EleutherAI's GPT-NeoX library and the GPT-NeoX
# and OPT implementations in this library. It has been modified from its
# original forms to accommodate minor architectural differences compared
# to G... | transformers/src/transformers/models/llama/tokenization_llama.py/0 | {
"file_path": "transformers/src/transformers/models/llama/tokenization_llama.py",
"repo_id": "transformers",
"token_count": 7924
} | 509 |
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