text stringlengths 5 631k | id stringlengths 14 178 | metadata dict | __index_level_0__ int64 0 647 |
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<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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} | 414 |
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} | 416 |
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the License. You may obtain a copy of the License at
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# Contributing a new model to Transformers
Modular Transformers lowers the bar for contributing models and significantly reduces the code required to add a model by allowing imports and inheritance.
One of Transformers' core design feature is the [single model, single file](https://huggingface.co/blog/transformers-de... | transformers/docs/source/en/modular_transformers.md/0 | {
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the License. You may obtain a copy of the License at
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"file_path": "transformers/docs/source/en/quantization/eetq.md",
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"token_count": 632
} | 422 |
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"file_path": "transformers/docs/source/en/tasks/mask_generation.md",
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"token_count": 2837
} | 423 |
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"file_path": "transformers/docs/source/en/tasks/visual_question_answering.md",
"repo_id": "transformers",
"token_count": 4780
} | 424 |
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"file_path": "transformers/docs/source/es/model_sharing.md",
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"token_count": 3981
} | 426 |
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"file_path": "transformers/docs/source/es/tasks/audio_classification.md",
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"token_count": 5031
} | 427 |
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the License. You may obtain a copy of the License at
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"file_path": "transformers/docs/source/it/autoclass_tutorial.md",
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"token_count": 1960
} | 428 |
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Apache License、Version 2.0（以下「ライセンス」と呼びます）に基づくライセンスで、
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"token_count": 1661
} | 432 |
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"file_path": "transformers/docs/source/ja/model_doc/convnext.md",
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"token_count": 2172
} | 433 |
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} | 435 |
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"token_count": 5902
} | 436 |
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the License. You may obtain a copy of the License at
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} | 437 |
- sections:
- local: index
title: 🤗 Transformers
- local: installation
title: 설치방법
- local: quicktour
title: 둘러보기
title: 시작하기
- isExpanded: false
sections:
- sections:
- local: in_translation
title: (번역중) Loading models
- local: custom_models
title: 사용자 정의 모델 공유하기
- loca... | transformers/docs/source/ko/_toctree.yml/0 | {
"file_path": "transformers/docs/source/ko/_toctree.yml",
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"token_count": 18337
} | 438 |
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<!--Copyright 2020 The HuggingFace Team. All rights reserved.
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"token_count": 5466
} | 443 |
<!--Copyright 2023 IBM and HuggingFace Inc. team. All rights reserved.
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"file_path": "transformers/docs/source/ko/model_doc/patchtsmixer.md",
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"token_count": 3502
} | 444 |
<!---
Copyright 2023 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or ... | transformers/docs/source/ko/model_memory_anatomy.md/0 | {
"file_path": "transformers/docs/source/ko/model_memory_anatomy.md",
"repo_id": "transformers",
"token_count": 8877
} | 445 |
<!--Copyright 2020 The HuggingFace Team. All rights reserved.
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the License. You may obtain a copy of the License at
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"file_path": "transformers/docs/source/ko/philosophy.md",
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"token_count": 5165
} | 446 |
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"file_path": "transformers/docs/source/ko/tasks/audio_classification.md",
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"token_count": 7985
} | 447 |
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"file_path": "transformers/docs/source/ko/tasks/question_answering.md",
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"token_count": 9398
} | 448 |
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} | 451 |
#!/usr/bin/env python3
import json
from collections.abc import Iterator
from typing import Union
from tokenizers import AddedToken, Regex, Tokenizer, decoders, normalizers, pre_tokenizers, trainers
from tokenizers.implementations.base_tokenizer import BaseTokenizer
from tokenizers.models import Unigram
from tokenizers... | transformers/examples/flax/language-modeling/t5_tokenizer_model.py/0 | {
"file_path": "transformers/examples/flax/language-modeling/t5_tokenizer_model.py",
"repo_id": "transformers",
"token_count": 1826
} | 452 |
import argparse
import glob
import logging
import os
from argparse import Namespace
from importlib import import_module
import numpy as np
import torch
from lightning_base import BaseTransformer, add_generic_args, generic_train
from seqeval.metrics import accuracy_score, f1_score, precision_score, recall_score
from to... | transformers/examples/legacy/pytorch-lightning/run_ner.py/0 | {
"file_path": "transformers/examples/legacy/pytorch-lightning/run_ner.py",
"repo_id": "transformers",
"token_count": 4307
} | 453 |
# 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/finetune.sh/0 | {
"file_path": "transformers/examples/legacy/seq2seq/finetune.sh",
"repo_id": "transformers",
"token_count": 297
} | 454 |
#!/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/legacy/seq2seq/run_eval_search.py/0 | {
"file_path": "transformers/examples/legacy/seq2seq/run_eval_search.py",
"repo_id": "transformers",
"token_count": 2316
} | 455 |
# 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/train_distil_marian_enro.sh/0 | {
"file_path": "transformers/examples/legacy/seq2seq/train_distil_marian_enro.sh",
"repo_id": "transformers",
"token_count": 553
} | 456 |
services:
memcached:
image: memcached:1.6.29
container_name: memcached
ports:
- "11211:11211"
environment:
- MEMCACHED_MAX_MEMORY=64m # Set the maximum memory usage
- MEMCACHED_THREADS=4 # Number of threads to use
prometheus:
image: prom/prometheus:latest
command:
- ... | transformers/examples/metrics-monitoring/docker-compose.yml/0 | {
"file_path": "transformers/examples/metrics-monitoring/docker-compose.yml",
"repo_id": "transformers",
"token_count": 834
} | 457 |
from transformers.models.llama.configuration_llama import LlamaConfig
# Example where we only want to only add a new config argument and new arg doc
class MyNewModelConfig(LlamaConfig):
r"""
This is the configuration class to store the configuration of a [`MyNewModelModel`]. It is used to instantiate an MyNew... | transformers/examples/modular-transformers/modular_my_new_model.py/0 | {
"file_path": "transformers/examples/modular-transformers/modular_my_new_model.py",
"repo_id": "transformers",
"token_count": 3221
} | 458 |
# 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/examples/pytorch/context_parallel.py/0 | {
"file_path": "transformers/examples/pytorch/context_parallel.py",
"repo_id": "transformers",
"token_count": 1157
} | 459 |
#!/usr/bin/env python
# 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
#
# U... | transformers/examples/pytorch/instance-segmentation/run_instance_segmentation.py/0 | {
"file_path": "transformers/examples/pytorch/instance-segmentation/run_instance_segmentation.py",
"repo_id": "transformers",
"token_count": 7581
} | 460 |
<!---
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 ... | transformers/examples/pytorch/object-detection/README.md/0 | {
"file_path": "transformers/examples/pytorch/object-detection/README.md",
"repo_id": "transformers",
"token_count": 3361
} | 461 |
# Copyright 2018 HuggingFace Inc..
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | transformers/examples/pytorch/test_pytorch_examples.py/0 | {
"file_path": "transformers/examples/pytorch/test_pytorch_examples.py",
"repo_id": "transformers",
"token_count": 11970
} | 462 |
#!/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/tensorflow/question-answering/run_qa.py/0 | {
"file_path": "transformers/examples/tensorflow/question-answering/run_qa.py",
"repo_id": "transformers",
"token_count": 15722
} | 463 |
import argparse
import os
import torch
import torch.distributed as dist
# Environment variables set by torch.distributed.launch
LOCAL_RANK = int(os.environ["LOCAL_RANK"])
WORLD_SIZE = int(os.environ["WORLD_SIZE"])
WORLD_RANK = int(os.environ["RANK"])
LOCAL_RANK = int(os.environ["OMPI_COMM_WORLD_LOCAL_RANK"])
WORLD_... | transformers/examples/training/distributed_training.py/0 | {
"file_path": "transformers/examples/training/distributed_training.py",
"repo_id": "transformers",
"token_count": 1364
} | 464 |
[tool.coverage.run]
source = ["transformers"]
omit = [
"*/convert_*",
"*/__main__.py"
]
[tool.coverage.report]
exclude_lines = [
"pragma: no cover",
"raise",
"except",
"register_parameter"
]
[tool.ruff]
target-version = "py39"
line-length = 119
[tool.ruff.lint]
# Never enforce `E501` (line le... | transformers/pyproject.toml/0 | {
"file_path": "transformers/pyproject.toml",
"repo_id": "transformers",
"token_count": 759
} | 465 |
# 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/env.py/0 | {
"file_path": "transformers/src/transformers/commands/env.py",
"repo_id": "transformers",
"token_count": 3095
} | 466 |
# 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/squad.py/0 | {
"file_path": "transformers/src/transformers/data/datasets/squad.py",
"repo_id": "transformers",
"token_count": 4044
} | 467 |
# 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/file_utils.py/0 | {
"file_path": "transformers/src/transformers/file_utils.py",
"repo_id": "transformers",
"token_count": 1538
} | 468 |
# 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/hf_argparser.py/0 | {
"file_path": "transformers/src/transformers/hf_argparser.py",
"repo_id": "transformers",
"token_count": 8605
} | 469 |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
# the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by... | transformers/src/transformers/integrations/executorch.py/0 | {
"file_path": "transformers/src/transformers/integrations/executorch.py",
"repo_id": "transformers",
"token_count": 21127
} | 470 |
# 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/integrations/peft.py/0 | {
"file_path": "transformers/src/transformers/integrations/peft.py",
"repo_id": "transformers",
"token_count": 12013
} | 471 |
/*!
**************************************************************************
* Deformable DETR
* Copyright (c) 2020 SenseTime. All Rights Reserved.
* Licensed under the Apache License, Version 2.0 [see LICENSE for details]
**************************************************************************
* Modified from DCN ... | transformers/src/transformers/kernels/deta/cuda/ms_deform_im2col_cuda.cuh/0 | {
"file_path": "transformers/src/transformers/kernels/deta/cuda/ms_deform_im2col_cuda.cuh",
"repo_id": "transformers",
"token_count": 31688
} | 472 |
// File from https://github.com/mlpen/YOSO/blob/main/encoders/backbones/efficient_attentions/yoso/yoso_v1/cuda/fast_lsh_cumulation.cu
#include <torch/extension.h>
#include <ATen/ATen.h>
#include "fast_lsh_cumulation.h"
#include "fast_lsh_cumulation_cuda.h"
#include "common_cuda.h"
#include "common.h"
#include <vector>... | transformers/src/transformers/kernels/yoso/fast_lsh_cumulation.cu/0 | {
"file_path": "transformers/src/transformers/kernels/yoso/fast_lsh_cumulation.cu",
"repo_id": "transformers",
"token_count": 8662
} | 473 |
# Copyright 2025 The Fairseq Authors and the HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
#... | transformers/src/transformers/modeling_flash_attention_utils.py/0 | {
"file_path": "transformers/src/transformers/modeling_flash_attention_utils.py",
"repo_id": "transformers",
"token_count": 12623
} | 474 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/aimv2/modular_aimv2.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
# ... | transformers/src/transformers/models/aimv2/modeling_aimv2.py/0 | {
"file_path": "transformers/src/transformers/models/aimv2/modeling_aimv2.py",
"repo_id": "transformers",
"token_count": 14271
} | 475 |
# coding=utf-8
# Copyright 2022 WenXiang ZhongzhiCheng LedellWu LiuGuang BoWenZhang 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/altclip/configuration_altclip.py/0 | {
"file_path": "transformers/src/transformers/models/altclip/configuration_altclip.py",
"repo_id": "transformers",
"token_count": 7167
} | 476 |
# 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/audio_spectrogram_transformer/convert_audio_spectrogram_transformer_original_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/audio_spectrogram_transformer/convert_audio_spectrogram_transformer_original_to_pytorch.py",
"repo_id": "transformers",
"token_count": 5009
} | 477 |
# coding=utf-8
# Copyright 2023 The Suno AI Authors and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/... | transformers/src/transformers/models/bark/processing_bark.py/0 | {
"file_path": "transformers/src/transformers/models/bark/processing_bark.py",
"repo_id": "transformers",
"token_count": 6222
} | 478 |
# 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/beit/convert_beit_unilm_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/beit/convert_beit_unilm_to_pytorch.py",
"repo_id": "transformers",
"token_count": 7533
} | 479 |
# 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/big_bird/tokenization_big_bird_fast.py/0 | {
"file_path": "transformers/src/transformers/models/big_bird/tokenization_big_bird_fast.py",
"repo_id": "transformers",
"token_count": 3574
} | 480 |
# coding=utf-8
# Copyright 2022 Google AI and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.... | transformers/src/transformers/models/bit/modeling_bit.py/0 | {
"file_path": "transformers/src/transformers/models/bit/modeling_bit.py",
"repo_id": "transformers",
"token_count": 13050
} | 481 |
# 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/blip_2/convert_blip_2_original_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/blip_2/convert_blip_2_original_to_pytorch.py",
"repo_id": "transformers",
"token_count": 7314
} | 482 |
# coding=utf-8
# Copyright 2023-present NAVER Corp, The Microsoft Research Asia LayoutLM Team Authors and the HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# ht... | transformers/src/transformers/models/bros/configuration_bros.py/0 | {
"file_path": "transformers/src/transformers/models/bros/configuration_bros.py",
"repo_id": "transformers",
"token_count": 2489
} | 483 |
# coding=utf-8
# Copyright 2021 Google AI 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/canine/modeling_canine.py/0 | {
"file_path": "transformers/src/transformers/models/canine/modeling_canine.py",
"repo_id": "transformers",
"token_count": 29325
} | 484 |
# 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/processing_chinese_clip.py/0 | {
"file_path": "transformers/src/transformers/models/chinese_clip/processing_chinese_clip.py",
"repo_id": "transformers",
"token_count": 2578
} | 485 |
# coding=utf-8
# Copyright 2021 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/clip/processing_clip.py/0 | {
"file_path": "transformers/src/transformers/models/clip/processing_clip.py",
"repo_id": "transformers",
"token_count": 2447
} | 486 |
# coding=utf-8
# Copyright 2024 Cohere Inc. HuggingFace Inc. team. All rights reserved.
#
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
... | transformers/src/transformers/models/cohere2/modular_cohere2.py/0 | {
"file_path": "transformers/src/transformers/models/cohere2/modular_cohere2.py",
"repo_id": "transformers",
"token_count": 8749
} | 487 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/colqwen2/modular_colqwen2.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation... | transformers/src/transformers/models/colqwen2/modeling_colqwen2.py/0 | {
"file_path": "transformers/src/transformers/models/colqwen2/modeling_colqwen2.py",
"repo_id": "transformers",
"token_count": 4777
} | 488 |
# 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/convbert/tokenization_convbert.py/0 | {
"file_path": "transformers/src/transformers/models/convbert/tokenization_convbert.py",
"repo_id": "transformers",
"token_count": 8882
} | 489 |
# coding=utf-8
# Copyright 2018 Salesforce 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 at
#
# h... | transformers/src/transformers/models/ctrl/modeling_tf_ctrl.py/0 | {
"file_path": "transformers/src/transformers/models/ctrl/modeling_tf_ctrl.py",
"repo_id": "transformers",
"token_count": 17051
} | 490 |
# 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/dac/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/dac/__init__.py",
"repo_id": "transformers",
"token_count": 304
} | 491 |
# 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/modular_data2vec_audio.py/0 | {
"file_path": "transformers/src/transformers/models/data2vec/modular_data2vec_audio.py",
"repo_id": "transformers",
"token_count": 3886
} | 492 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# 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/modeling_deepseek_vl.py/0 | {
"file_path": "transformers/src/transformers/models/deepseek_vl/modeling_deepseek_vl.py",
"repo_id": "transformers",
"token_count": 6499
} | 493 |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/deformable_detr/modular_deformable_detr.py.
# Do NOT edit this file manually as any edits will be overwritten by ... | transformers/src/transformers/models/deformable_detr/image_processing_deformable_detr_fast.py/0 | {
"file_path": "transformers/src/transformers/models/deformable_detr/image_processing_deformable_detr_fast.py",
"repo_id": "transformers",
"token_count": 16101
} | 494 |
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/deprecated/deta/convert_deta_resnet_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/deta/convert_deta_resnet_to_pytorch.py",
"repo_id": "transformers",
"token_count": 7797
} | 495 |
# coding=utf-8
# Copyright 2023 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/deprecated/gptsan_japanese/convert_gptsan_tf_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/gptsan_japanese/convert_gptsan_tf_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 5110
} | 496 |
# 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/modeling_mctct.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/mctct/modeling_mctct.py",
"repo_id": "transformers",
"token_count": 13742
} | 497 |
# coding=utf-8
# Copyright 2023 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/deprecated/open_llama/configuration_open_llama.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/open_llama/configuration_open_llama.py",
"repo_id": "transformers",
"token_count": 3020
} | 498 |
# 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": 25786
} | 499 |
# 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": 19073
} | 500 |
# 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
} | 501 |
# 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/configuration_distilbert.py/0 | {
"file_path": "transformers/src/transformers/models/distilbert/configuration_distilbert.py",
"repo_id": "transformers",
"token_count": 2286
} | 502 |
# Copyright 2025 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/src/transformers/models/efficientloftr/modeling_efficientloftr.py/0 | {
"file_path": "transformers/src/transformers/models/efficientloftr/modeling_efficientloftr.py",
"repo_id": "transformers",
"token_count": 23880
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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/configuration_emu3.py/0 | {
"file_path": "transformers/src/transformers/models/emu3/configuration_emu3.py",
"repo_id": "transformers",
"token_count": 6406
} | 504 |
# 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/configuration_ernie4_5_moe.py/0 | {
"file_path": "transformers/src/transformers/models/ernie4_5_moe/configuration_ernie4_5_moe.py",
"repo_id": "transformers",
"token_count": 5604
} | 505 |
# Copyright 2021 AlQuraishi Laboratory
# Copyright 2021 DeepMind Technologies Limited
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# U... | transformers/src/transformers/models/esm/openfold_utils/rigid_utils.py/0 | {
"file_path": "transformers/src/transformers/models/esm/openfold_utils/rigid_utils.py",
"repo_id": "transformers",
"token_count": 19378
} | 506 |
# 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 | {
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"repo_id": "transformers",
"token_count": 9403
} | 507 |
# 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 | {
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"repo_id": "transformers",
"token_count": 4616
} | 508 |
# 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/git/processing_git.py/0 | {
"file_path": "transformers/src/transformers/models/git/processing_git.py",
"repo_id": "transformers",
"token_count": 2016
} | 509 |
# 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/glpn/image_processing_glpn.py/0 | {
"file_path": "transformers/src/transformers/models/glpn/image_processing_glpn.py",
"repo_id": "transformers",
"token_count": 5335
} | 510 |
# 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/gpt2/modeling_tf_gpt2.py/0 | {
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"repo_id": "transformers",
"token_count": 24497
} | 511 |
# coding=utf-8
# Copyright 2022 EleutherAI and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2... | transformers/src/transformers/models/gpt_neox/tokenization_gpt_neox_fast.py/0 | {
"file_path": "transformers/src/transformers/models/gpt_neox/tokenization_gpt_neox_fast.py",
"repo_id": "transformers",
"token_count": 3718
} | 512 |
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