text stringlengths 5 424k | id stringlengths 13 178 | metadata dict | __index_level_0__ int64 0 672 |
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<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/ko/model_doc/llama3.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/llama3.md",
"repo_id": "transformers",
"token_count": 4840
} | 400 |
<!--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/swinv2.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/swinv2.md",
"repo_id": "transformers",
"token_count": 2649
} | 401 |
<!---
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 ... | transformers/docs/source/ko/perf_hardware.md/0 | {
"file_path": "transformers/docs/source/ko/perf_hardware.md",
"repo_id": "transformers",
"token_count": 6024
} | 402 |
<!--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/quantization/bitsandbytes.md/0 | {
"file_path": "transformers/docs/source/ko/quantization/bitsandbytes.md",
"repo_id": "transformers",
"token_count": 8125
} | 403 |
<!--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/image_to_image.md/0 | {
"file_path": "transformers/docs/source/ko/tasks/image_to_image.md",
"repo_id": "transformers",
"token_count": 3237
} | 404 |
<!--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/video_classification.md/0 | {
"file_path": "transformers/docs/source/ko/tasks/video_classification.md",
"repo_id": "transformers",
"token_count": 13626
} | 405 |
<!--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/pt/fast_tokenizers.md/0 | {
"file_path": "transformers/docs/source/pt/fast_tokenizers.md",
"repo_id": "transformers",
"token_count": 937
} | 406 |
<!--็ๆ2020ๅนดHuggingFaceๅข้ไฟ็ๆๆๆๅฉใ
ๆ นๆฎApache่ฎธๅฏ่ฏ็ฌฌ2.0็๏ผโ่ฎธๅฏ่ฏโ๏ผ่ฎธๅฏ๏ผ้ค้็ฌฆๅ่ฎธๅฏ่ฏ๏ผๅฆๅๆจไธๅพไฝฟ็จๆญคๆไปถใๆจๅฏไปฅๅจไปฅไธ็ฝๅ่ทๅ่ฎธๅฏ่ฏ็ๅฏๆฌ๏ผ
http://www.apache.org/licenses/LICENSE-2.0
้ค้้็จๆณๅพ่ฆๆฑๆไนฆ้ขๅๆ๏ผๅฆๅๆโๆๅๆ ทโๅๅ็่ฝฏไปถ๏ผๆ ่ฎบๆฏๆ็คบ่ฟๆฏๆ็คบ็๏ผ้ฝๆฒกๆไปปไฝๆ
ไฟๆๆกไปถใ่ฏทๅ้
่ฎธๅฏ่ฏไปฅไบ่งฃ็นๅฎ่ฏญ่จไธ็ๆ้ๅ้ๅถใ
โ ๏ธ ่ฏทๆณจๆ๏ผๆฌๆไปถ่ฝ็ถไฝฟ็จMarkdown็ผๅ๏ผไฝๅ
ๅซไบ็นๅฎ็่ฏญๆณ๏ผ้็จไบๆไปฌ็doc-builder๏ผ็ฑปไผผไบMDX๏ผ๏ผๅฏ่ฝๆ ๆณๅจๆจ็Markdownๆฅ็ๅจไธญๆญฃๅธธๆธฒๆใ
-->
# ๅบไบBERT่ฟ่ก็็ธๅ
ณ็ ... | transformers/docs/source/zh/bertology.md/0 | {
"file_path": "transformers/docs/source/zh/bertology.md",
"repo_id": "transformers",
"token_count": 1343
} | 407 |
<!--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/internal/generation_utils.md/0 | {
"file_path": "transformers/docs/source/zh/internal/generation_utils.md",
"repo_id": "transformers",
"token_count": 2312
} | 408 |
<!--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/perf_train_cpu.md/0 | {
"file_path": "transformers/docs/source/zh/perf_train_cpu.md",
"repo_id": "transformers",
"token_count": 2182
} | 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 a... | transformers/examples/README.md/0 | {
"file_path": "transformers/examples/README.md",
"repo_id": "transformers",
"token_count": 3164
} | 410 |
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the Licens... | transformers/examples/legacy/question-answering/run_squad.py/0 | {
"file_path": "transformers/examples/legacy/question-answering/run_squad.py",
"repo_id": "transformers",
"token_count": 14747
} | 411 |
# 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_calculate_rouge.py/0 | {
"file_path": "transformers/examples/legacy/seq2seq/old_test_calculate_rouge.py",
"repo_id": "transformers",
"token_count": 1793
} | 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/examples/legacy/seq2seq/seq2seq_trainer.py/0 | {
"file_path": "transformers/examples/legacy/seq2seq/seq2seq_trainer.py",
"repo_id": "transformers",
"token_count": 4827
} | 413 |
# 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/utils.py/0 | {
"file_path": "transformers/examples/legacy/seq2seq/utils.py",
"repo_id": "transformers",
"token_count": 10902
} | 414 |
global:
scrape_interval: 15s
| transformers/examples/metrics-monitoring/prometheus.yml/0 | {
"file_path": "transformers/examples/metrics-monitoring/prometheus.yml",
"repo_id": "transformers",
"token_count": 12
} | 415 |
from typing import ClassVar, Optional, Union
import torch
import torch.utils.checkpoint
from torch import nn
from transformers.models.paligemma.modeling_paligemma import PaliGemmaForConditionalGeneration
from ...cache_utils import Cache
class NewTaskModelForNewTask(PaliGemmaForConditionalGeneration):
main_inpu... | transformers/examples/modular-transformers/modular_new_task_model.py/0 | {
"file_path": "transformers/examples/modular-transformers/modular_new_task_model.py",
"repo_id": "transformers",
"token_count": 1442
} | 416 |
# Copyright 2024 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | transformers/examples/pytorch/object-detection/run_object_detection_no_trainer.py/0 | {
"file_path": "transformers/examples/pytorch/object-detection/run_object_detection_no_trainer.py",
"repo_id": "transformers",
"token_count": 13265
} | 417 |
<!---
Copyright 2021 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or ... | transformers/examples/pytorch/speech-pretraining/README.md/0 | {
"file_path": "transformers/examples/pytorch/speech-pretraining/README.md",
"repo_id": "transformers",
"token_count": 2600
} | 418 |
#!/usr/bin/env python
# Copyright 2020 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/text-classification/run_classification.py/0 | {
"file_path": "transformers/examples/pytorch/text-classification/run_classification.py",
"repo_id": "transformers",
"token_count": 13971
} | 419 |
# 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/datasets/language_modeling.py/0 | {
"file_path": "transformers/src/transformers/data/datasets/language_modeling.py",
"repo_id": "transformers",
"token_count": 11329
} | 420 |
# coding=utf-8
# Copyright 2020 The Google AI Language Team Authors, Facebook AI Research authors and The HuggingFace Inc. team.
# Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the L... | transformers/src/transformers/generation/utils.py/0 | {
"file_path": "transformers/src/transformers/generation/utils.py",
"repo_id": "transformers",
"token_count": 89393
} | 421 |
from typing import Optional
import torch
from torch import nn
def repeat_kv(hidden_states: torch.Tensor, n_rep: int) -> torch.Tensor:
"""
This is the equivalent of torch.repeat_interleave(x, dim=1, repeats=n_rep). The hidden states go from (batch,
num_key_value_heads, seqlen, head_dim) to (batch, num_att... | transformers/src/transformers/integrations/eager_paged.py/0 | {
"file_path": "transformers/src/transformers/integrations/eager_paged.py",
"repo_id": "transformers",
"token_count": 1224
} | 422 |
# 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/mxfp4.py/0 | {
"file_path": "transformers/src/transformers/integrations/mxfp4.py",
"repo_id": "transformers",
"token_count": 8215
} | 423 |
#include "common.h"
template<typename T>
__device__ int set_insert(T *set, int set_size, T value) {
int slot = value % set_size;
int start_slot = slot;
while (true) {
T prev = atomicCAS(&set[slot], EMPTY_VALUE, value);
if (prev == EMPTY_VALUE || prev == value) {
return slot;
}
slot = (slot... | transformers/src/transformers/kernels/yoso/common_cuda_device.h/0 | {
"file_path": "transformers/src/transformers/kernels/yoso/common_cuda_device.h",
"repo_id": "transformers",
"token_count": 892
} | 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 applicabl... | transformers/src/transformers/modeling_attn_mask_utils.py/0 | {
"file_path": "transformers/src/transformers/modeling_attn_mask_utils.py",
"repo_id": "transformers",
"token_count": 9240
} | 425 |
# coding=utf-8
# Copyright 2018 Google AI, Google Brain and the HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# U... | transformers/src/transformers/models/albert/modeling_albert.py/0 | {
"file_path": "transformers/src/transformers/models/albert/modeling_albert.py",
"repo_id": "transformers",
"token_count": 19646
} | 426 |
# coding=utf-8
# Copyright 2025 HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requi... | transformers/src/transformers/models/aya_vision/processing_aya_vision.py/0 | {
"file_path": "transformers/src/transformers/models/aya_vision/processing_aya_vision.py",
"repo_id": "transformers",
"token_count": 4965
} | 427 |
# 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/bert/convert_bert_original_tf2_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/bert/convert_bert_original_tf2_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 4808
} | 428 |
# 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/big_bird/convert_bigbird_original_tf_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/big_bird/convert_bigbird_original_tf_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 4452
} | 429 |
# 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/bit/convert_bit_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/bit/convert_bit_to_pytorch.py",
"repo_id": "transformers",
"token_count": 2307
} | 430 |
# 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/canine/convert_canine_original_tf_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/canine/convert_canine_original_tf_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 2667
} | 431 |
# 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/modeling_chinese_clip.py/0 | {
"file_path": "transformers/src/transformers/models/chinese_clip/modeling_chinese_clip.py",
"repo_id": "transformers",
"token_count": 21833
} | 432 |
# coding=utf-8
# Copyright 2021 The Open AI Team Authors and The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# ... | transformers/src/transformers/models/clip/tokenization_clip.py/0 | {
"file_path": "transformers/src/transformers/models/clip/tokenization_clip.py",
"repo_id": "transformers",
"token_count": 9199
} | 433 |
# coding=utf-8
# Copyright 2023 MetaAI 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/code_llama/tokenization_code_llama.py/0 | {
"file_path": "transformers/src/transformers/models/code_llama/tokenization_code_llama.py",
"repo_id": "transformers",
"token_count": 8263
} | 434 |
# 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/colqwen2/modular_colqwen2.py/0 | {
"file_path": "transformers/src/transformers/models/colqwen2/modular_colqwen2.py",
"repo_id": "transformers",
"token_count": 7847
} | 435 |
# coding=utf-8
# Copyright 2022 The OpenBMB Team and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LIC... | transformers/src/transformers/models/cpmant/modeling_cpmant.py/0 | {
"file_path": "transformers/src/transformers/models/cpmant/modeling_cpmant.py",
"repo_id": "transformers",
"token_count": 15211
} | 436 |
# coding=utf-8
# Copyright 2022 Microsoft Research and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/L... | transformers/src/transformers/models/cvt/modeling_cvt.py/0 | {
"file_path": "transformers/src/transformers/models/cvt/modeling_cvt.py",
"repo_id": "transformers",
"token_count": 11299
} | 437 |
# 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/data2vec/configuration_data2vec_audio.py/0 | {
"file_path": "transformers/src/transformers/models/data2vec/configuration_data2vec_audio.py",
"repo_id": "transformers",
"token_count": 6404
} | 438 |
# coding=utf-8
# Copyright 2020 Microsoft and the Hugging Face 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/modeling_deberta.py/0 | {
"file_path": "transformers/src/transformers/models/deberta/modeling_deberta.py",
"repo_id": "transformers",
"token_count": 21613
} | 439 |
# coding=utf-8
# Copyright 2025 bzantium and the HuggingFace Inc. team. All rights reserved.
#
# This code is based on the DeepSeekV3 implementations from the DeepSeek AI team. (https://huggingface.co/deepseek-ai/DeepSeek-V3)
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file... | transformers/src/transformers/models/deepseek_v3/configuration_deepseek_v3.py/0 | {
"file_path": "transformers/src/transformers/models/deepseek_v3/configuration_deepseek_v3.py",
"repo_id": "transformers",
"token_count": 5223
} | 440 |
# ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ
# This file was automatically generated from src/transformers/models/deepseek_vl_hybrid/modular_deepseek_vl_hybrid.py.
# Do NOT edit this file manually as any edits will be overwritt... | transformers/src/transformers/models/deepseek_vl_hybrid/modeling_deepseek_vl_hybrid.py/0 | {
"file_path": "transformers/src/transformers/models/deepseek_vl_hybrid/modeling_deepseek_vl_hybrid.py",
"repo_id": "transformers",
"token_count": 9359
} | 441 |
# 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/deprecated/jukebox/convert_jukebox.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/jukebox/convert_jukebox.py",
"repo_id": "transformers",
"token_count": 5502
} | 442 |
# coding=utf-8
# Copyright 2022 The Trajectory Transformers paper authors and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://ww... | transformers/src/transformers/models/deprecated/trajectory_transformer/modeling_trajectory_transformer.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/trajectory_transformer/modeling_trajectory_transformer.py",
"repo_id": "transformers",
"token_count": 9374
} | 443 |
# 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/modeling_van.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/van/modeling_van.py",
"repo_id": "transformers",
"token_count": 8188
} | 444 |
# coding=utf-8
# 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 requir... | transformers/src/transformers/models/depth_pro/configuration_depth_pro.py/0 | {
"file_path": "transformers/src/transformers/models/depth_pro/configuration_depth_pro.py",
"repo_id": "transformers",
"token_count": 4422
} | 445 |
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/donut/convert_donut_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/donut/convert_donut_to_pytorch.py",
"repo_id": "transformers",
"token_count": 4049
} | 446 |
# 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/efficientloftr/image_processing_efficientloftr_fast.py/0 | {
"file_path": "transformers/src/transformers/models/efficientloftr/image_processing_efficientloftr_fast.py",
"repo_id": "transformers",
"token_count": 5341
} | 447 |
# Copyright 2024 The Emu team, BAAI 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/emu3/convert_emu3_weights_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/emu3/convert_emu3_weights_to_hf.py",
"repo_id": "transformers",
"token_count": 7576
} | 448 |
# coding=utf-8
# Copyright 2025 Mobile Perception Systems Lab at TU/e and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.ap... | transformers/src/transformers/models/eomt/image_processing_eomt.py/0 | {
"file_path": "transformers/src/transformers/models/eomt/image_processing_eomt.py",
"repo_id": "transformers",
"token_count": 18047
} | 449 |
# Copyright (c) 2025 Baidu, Inc. 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 ... | transformers/src/transformers/models/ernie4_5_moe/modular_ernie4_5_moe.py/0 | {
"file_path": "transformers/src/transformers/models/ernie4_5_moe/modular_ernie4_5_moe.py",
"repo_id": "transformers",
"token_count": 6085
} | 450 |
# coding=utf-8
# Copyright 2019-present CNRS, Facebook Inc. and the HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#... | transformers/src/transformers/models/flaubert/tokenization_flaubert.py/0 | {
"file_path": "transformers/src/transformers/models/flaubert/tokenization_flaubert.py",
"repo_id": "transformers",
"token_count": 9414
} | 451 |
# coding=utf-8
# Copyright 2025 Microsoft 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/florence2/convert_florence2_original_pytorch_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/florence2/convert_florence2_original_pytorch_to_hf.py",
"repo_id": "transformers",
"token_count": 9403
} | 452 |
# coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/fsmt/convert_fsmt_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/fsmt/convert_fsmt_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 4616
} | 453 |
# ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ
# 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/configuration_gemma.py/0 | {
"file_path": "transformers/src/transformers/models/gemma/configuration_gemma.py",
"repo_id": "transformers",
"token_count": 3565
} | 454 |
# ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ
# This file was automatically generated from src/transformers/models/gemma3/modular_gemma3.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
... | transformers/src/transformers/models/gemma3/modeling_gemma3.py/0 | {
"file_path": "transformers/src/transformers/models/gemma3/modeling_gemma3.py",
"repo_id": "transformers",
"token_count": 25156
} | 455 |
# coding=utf-8
# Copyright 2023 The BigCode team and HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requi... | transformers/src/transformers/models/gpt_bigcode/configuration_gpt_bigcode.py/0 | {
"file_path": "transformers/src/transformers/models/gpt_bigcode/configuration_gpt_bigcode.py",
"repo_id": "transformers",
"token_count": 2495
} | 456 |
# coding=utf-8
# Copyright 2025 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requir... | transformers/src/transformers/models/gpt_oss/configuration_gpt_oss.py/0 | {
"file_path": "transformers/src/transformers/models/gpt_oss/configuration_gpt_oss.py",
"repo_id": "transformers",
"token_count": 2192
} | 457 |
# coding=utf-8
# Copyright 2025 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/granite_speech/feature_extraction_granite_speech.py/0 | {
"file_path": "transformers/src/transformers/models/granite_speech/feature_extraction_granite_speech.py",
"repo_id": "transformers",
"token_count": 3083
} | 458 |
# 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/grounding_dino/convert_grounding_dino_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/grounding_dino/convert_grounding_dino_to_hf.py",
"repo_id": "transformers",
"token_count": 11471
} | 459 |
# coding=utf-8
# Copyright 2020 The Google AI Language Team Authors, Allegro.pl, Facebook Inc. and the HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://ww... | transformers/src/transformers/models/herbert/tokenization_herbert_fast.py/0 | {
"file_path": "transformers/src/transformers/models/herbert/tokenization_herbert_fast.py",
"repo_id": "transformers",
"token_count": 2033
} | 460 |
from typing import TYPE_CHECKING
from ...utils import _LazyModule
from ...utils.import_utils import define_import_structure
if TYPE_CHECKING:
from .configuration_hunyuan_v1_dense import *
from .modeling_hunyuan_v1_dense import *
from .tokenization_hy import *
else:
import sys
_file = globals()["... | transformers/src/transformers/models/hunyuan_v1_dense/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/hunyuan_v1_dense/__init__.py",
"repo_id": "transformers",
"token_count": 159
} | 461 |
# 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
} | 462 |
# 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/idefics3/processing_idefics3.py/0 | {
"file_path": "transformers/src/transformers/models/idefics3/processing_idefics3.py",
"repo_id": "transformers",
"token_count": 8583
} | 463 |
# coding=utf-8
# Copyright 2023 Amazon 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/informer/modular_informer.py/0 | {
"file_path": "transformers/src/transformers/models/informer/modular_informer.py",
"repo_id": "transformers",
"token_count": 20034
} | 464 |
# 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 require... | transformers/src/transformers/models/internvl/convert_internvl_weights_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/internvl/convert_internvl_weights_to_hf.py",
"repo_id": "transformers",
"token_count": 8618
} | 465 |
# 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/kyutai_speech_to_text/configuration_kyutai_speech_to_text.py/0 | {
"file_path": "transformers/src/transformers/models/kyutai_speech_to_text/configuration_kyutai_speech_to_text.py",
"repo_id": "transformers",
"token_count": 3496
} | 466 |
# coding=utf-8
# Copyright 2021 Microsoft Research 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/LICEN... | transformers/src/transformers/models/layoutlmv2/modeling_layoutlmv2.py/0 | {
"file_path": "transformers/src/transformers/models/layoutlmv2/modeling_layoutlmv2.py",
"repo_id": "transformers",
"token_count": 26976
} | 467 |
# 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/layoutxlm/tokenization_layoutxlm_fast.py/0 | {
"file_path": "transformers/src/transformers/models/layoutxlm/tokenization_layoutxlm_fast.py",
"repo_id": "transformers",
"token_count": 18084
} | 468 |
# coding=utf-8
# Copyright 2025 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/llava/image_processing_llava_fast.py/0 | {
"file_path": "transformers/src/transformers/models/llava/image_processing_llava_fast.py",
"repo_id": "transformers",
"token_count": 2745
} | 469 |
# 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/llava_next_video/processing_llava_next_video.py/0 | {
"file_path": "transformers/src/transformers/models/llava_next_video/processing_llava_next_video.py",
"repo_id": "transformers",
"token_count": 6289
} | 470 |
# coding=utf-8
# Copyright 2020 The Allen Institute for AI team and The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2... | transformers/src/transformers/models/longformer/configuration_longformer.py/0 | {
"file_path": "transformers/src/transformers/models/longformer/configuration_longformer.py",
"repo_id": "transformers",
"token_count": 3373
} | 471 |
# coding=utf-8
# Copyright 2018 Hao Tan, Mohit Bansal, and the HuggingFace team
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/lxmert/modeling_lxmert.py/0 | {
"file_path": "transformers/src/transformers/models/lxmert/modeling_lxmert.py",
"repo_id": "transformers",
"token_count": 25421
} | 472 |
# ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ
# This file was automatically generated from src/transformers/models/metaclip_2/modular_metaclip_2.py.
# Do NOT edit this file manually as any edits will be overwritten by the genera... | transformers/src/transformers/models/metaclip_2/configuration_metaclip_2.py/0 | {
"file_path": "transformers/src/transformers/models/metaclip_2/configuration_metaclip_2.py",
"repo_id": "transformers",
"token_count": 7122
} | 473 |
# coding=utf-8
# Copyright 2025 MiniMaxAI and HuggingFace Inc. 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/licenses/LICENSE-2.0... | transformers/src/transformers/models/minimax/modular_minimax.py/0 | {
"file_path": "transformers/src/transformers/models/minimax/modular_minimax.py",
"repo_id": "transformers",
"token_count": 11460
} | 474 |
# 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/mluke/convert_mluke_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/mluke/convert_mluke_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 4004
} | 475 |
# Copyright 2025 Useful Sensors 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
#
# Unle... | transformers/src/transformers/models/moonshine/convert_usefulsensors_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/moonshine/convert_usefulsensors_to_hf.py",
"repo_id": "transformers",
"token_count": 3113
} | 476 |
# 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/mra/configuration_mra.py/0 | {
"file_path": "transformers/src/transformers/models/mra/configuration_mra.py",
"repo_id": "transformers",
"token_count": 2462
} | 477 |
# coding=utf-8
# Copyright 2024 Meta 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/musicgen_melody/feature_extraction_musicgen_melody.py/0 | {
"file_path": "transformers/src/transformers/models/musicgen_melody/feature_extraction_musicgen_melody.py",
"repo_id": "transformers",
"token_count": 6259
} | 478 |
# coding=utf-8
# Copyright 2018 The OpenAI Team Authors and HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License... | transformers/src/transformers/models/openai/configuration_openai.py/0 | {
"file_path": "transformers/src/transformers/models/openai/configuration_openai.py",
"repo_id": "transformers",
"token_count": 2757
} | 479 |
# coding=utf-8
# Copyright 2025 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/ovis2/processing_ovis2.py/0 | {
"file_path": "transformers/src/transformers/models/ovis2/processing_ovis2.py",
"repo_id": "transformers",
"token_count": 3286
} | 480 |
# coding=utf-8
# Copyright 2023 IBM 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
#
# Unle... | transformers/src/transformers/models/patchtsmixer/configuration_patchtsmixer.py/0 | {
"file_path": "transformers/src/transformers/models/patchtsmixer/configuration_patchtsmixer.py",
"repo_id": "transformers",
"token_count": 4647
} | 481 |
# coding=utf-8
# Copyright 2021 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/perceiver/convert_perceiver_haiku_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/perceiver/convert_perceiver_haiku_to_pytorch.py",
"repo_id": "transformers",
"token_count": 9030
} | 482 |
# 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
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# ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ
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