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# Licensed under the Apache License, Version 2.0 (the "License");
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# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# coding=utf-8
# Copyright 2024 HuggingFace Inc. team. All rights reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
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# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
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# coding=utf-8
# Copyright 2024 Microsoft Research and The HuggingFace Inc. team. All rights reserved.
#
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# You may obtain a copy of the License at
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# coding=utf-8
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# You may obtain a copy of the License at
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# coding=utf-8
# Copyright 2023 Microsoft Research & University of Wisconsin-Madison 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
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# coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
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# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
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# coding=utf-8
# Copyright 2018, Hao Tan, Mohit Bansal
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# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Copyright 2024 The HuggingFace Inc. team.
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# Licensed under the Apache License, Version 2.0 (the "License");
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# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# coding=utf-8
# Copyright Microsoft Research and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
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# You may obtain a copy of the License at
#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# You may obtain a copy of the License at
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# 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
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# 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
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# coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
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# Copyright 2022 Apple 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
#
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# Copyright 2024 Answer.AI, LightOn, and contributors, 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/lice... | transformers/src/transformers/models/modernbert/modular_modernbert.py/0 | {
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# coding=utf-8
# Copyright 2018 The HuggingFace Inc. team, Microsoft Corporation.
# 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.
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# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from src/transformers/models/olmo2/modular_olmo2.py.
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# coding=utf-8
# Copyright 2022 SHI Labs and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
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# coding=utf-8
# Copyright 2022 The Fairseq Authors and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
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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
#
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# 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 | {
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# Copyright 2024 Microsoft 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
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# Copyright 2025 The HuggingFace Team. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
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# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
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# coding=utf-8
# Copyright 2025 The HuggingFace Inc. team.
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# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
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# 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
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# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
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# Licensed under the Apache License, Version 2.0 (the "License");
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# You may obtain a copy of the License at
#
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this 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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# coding=utf-8
# Copyright 2023 The Fairseq Authors, Microsoft Research, and the HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
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# You may obtain a copy of the License at
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# Copyright 2023 MBZUAI 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
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# coding=utf-8
# Copyright 2020 Google Research and The HuggingFace Inc. team.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this 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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# coding=utf-8
# Copyright 2021 The HuggingFace Inc. team.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this 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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# Licensed under the Apache License, Version 2.0 (the "License");
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# You may obtain a copy of the License at
#
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# 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
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# http://www.apache.org/licenses/LICENSE-2.0
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# http://www.apache.org/licenses/LICENSE-2.0
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# You may obtain a copy of the License at
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# Licensed under the Apache License, Version 2.0 (the "License");
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# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
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# You may obtain a copy of the License at
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# you may 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/whisper/modeling_tf_whisper.py/0 | {
"file_path": "transformers/src/transformers/models/whisper/modeling_tf_whisper.py",
"repo_id": "transformers",
"token_count": 37323
} | 541 |
import argparse
from argparse import Namespace
import torch
from torch import nn
from transformers import XGLMConfig, XGLMForCausalLM
def remove_ignore_keys_(state_dict):
ignore_keys = [
"decoder.version",
"decoder.output_projection.weight",
"_float_tensor",
"decoder.embed_positi... | transformers/src/transformers/models/xglm/convert_xglm_original_ckpt_to_trfms.py/0 | {
"file_path": "transformers/src/transformers/models/xglm/convert_xglm_original_ckpt_to_trfms.py",
"repo_id": "transformers",
"token_count": 944
} | 542 |
# Copyright 2025 NXAI GmbH. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this 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 ag... | transformers/src/transformers/models/xlstm/modeling_xlstm.py/0 | {
"file_path": "transformers/src/transformers/models/xlstm/modeling_xlstm.py",
"repo_id": "transformers",
"token_count": 33745
} | 543 |
# coding=utf-8
# Copyright 2022 University of Wisconsin-Madison 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.o... | transformers/src/transformers/models/yoso/modeling_yoso.py/0 | {
"file_path": "transformers/src/transformers/models/yoso/modeling_yoso.py",
"repo_id": "transformers",
"token_count": 21892
} | 544 |
# Copyright 2021 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/src/transformers/onnx/config.py/0 | {
"file_path": "transformers/src/transformers/onnx/config.py",
"repo_id": "transformers",
"token_count": 13954
} | 545 |
from typing import Any, Union
from ..utils import add_end_docstrings, is_vision_available
from .base import GenericTensor, Pipeline, build_pipeline_init_args
if is_vision_available():
from PIL import Image
from ..image_utils import load_image
@add_end_docstrings(
build_pipeline_init_args(has_image_pro... | transformers/src/transformers/pipelines/image_feature_extraction.py/0 | {
"file_path": "transformers/src/transformers/pipelines/image_feature_extraction.py",
"repo_id": "transformers",
"token_count": 1907
} | 546 |
from typing import Optional, Union
from ..generation import GenerationConfig
from ..utils import add_end_docstrings, is_torch_available, is_vision_available, logging
from .base import Pipeline, build_pipeline_init_args
if is_vision_available():
from PIL import Image
from ..image_utils import load_image
if ... | transformers/src/transformers/pipelines/visual_question_answering.py/0 | {
"file_path": "transformers/src/transformers/pipelines/visual_question_answering.py",
"repo_id": "transformers",
"token_count": 3989
} | 547 |
# Copyright 2024 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | transformers/src/transformers/quantizers/quantizer_bnb_8bit.py/0 | {
"file_path": "transformers/src/transformers/quantizers/quantizer_bnb_8bit.py",
"repo_id": "transformers",
"token_count": 6018
} | 548 |
from typing import Optional
import requests
from huggingface_hub import Discussion, HfApi, get_repo_discussions
from .utils import cached_file, http_user_agent, logging
logger = logging.get_logger(__name__)
def previous_pr(api: HfApi, model_id: str, pr_title: str, token: str) -> Optional["Discussion"]:
main_c... | transformers/src/transformers/safetensors_conversion.py/0 | {
"file_path": "transformers/src/transformers/safetensors_conversion.py",
"repo_id": "transformers",
"token_count": 1701
} | 549 |
# 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/training_args.py/0 | {
"file_path": "transformers/src/transformers/training_args.py",
"repo_id": "transformers",
"token_count": 68047
} | 550 |
# This file is autogenerated by the command `make fix-copies`, do not edit.
from ..utils import DummyObject, requires_backends
class Pop2PianoFeatureExtractor(metaclass=DummyObject):
_backends = ["music"]
def __init__(self, *args, **kwargs):
requires_backends(self, ["music"])
class Pop2PianoTokeniz... | transformers/src/transformers/utils/dummy_music_objects.py/0 | {
"file_path": "transformers/src/transformers/utils/dummy_music_objects.py",
"repo_id": "transformers",
"token_count": 169
} | 551 |
# Copyright 2022 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/src/transformers/utils/import_utils.py/0 | {
"file_path": "transformers/src/transformers/utils/import_utils.py",
"repo_id": "transformers",
"token_count": 42669
} | 552 |
{
"example_name": "text classification",
"directory_name": "{{cookiecutter.example_name|lower|replace(' ', '-')}}",
"example_shortcut": "{{cookiecutter.directory_name}}",
"model_class": "AutoModel",
"authors": "The HuggingFace Team",
"can_train_from_scratch": ["True", "False"],
"with_trainer": ["True", "F... | transformers/templates/adding_a_new_example_script/cookiecutter.json/0 | {
"file_path": "transformers/templates/adding_a_new_example_script/cookiecutter.json",
"repo_id": "transformers",
"token_count": 115
} | 553 |
{
"feature_extractor_type": "ViTFeatureExtractor",
"size": 30
}
| transformers/tests/deepspeed/vit_feature_extractor.json/0 | {
"file_path": "transformers/tests/deepspeed/vit_feature_extractor.json",
"repo_id": "transformers",
"token_count": 32
} | 554 |
# Copyright 2020 The HuggingFace Team 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 clone of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed ... | transformers/tests/generation/test_beam_constraints.py/0 | {
"file_path": "transformers/tests/generation/test_beam_constraints.py",
"repo_id": "transformers",
"token_count": 1715
} | 555 |
# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | transformers/tests/models/bark/test_modeling_bark.py/0 | {
"file_path": "transformers/tests/models/bark/test_modeling_bark.py",
"repo_id": "transformers",
"token_count": 24596
} | 556 |
# 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/tests/models/bert_generation/test_modeling_bert_generation.py/0 | {
"file_path": "transformers/tests/models/bert_generation/test_modeling_bert_generation.py",
"repo_id": "transformers",
"token_count": 5659
} | 557 |
# 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 required by appl... | transformers/tests/models/bit/test_modeling_bit.py/0 | {
"file_path": "transformers/tests/models/bit/test_modeling_bit.py",
"repo_id": "transformers",
"token_count": 4822
} | 558 |
# 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/tests/models/blip_2/test_processing_blip_2.py/0 | {
"file_path": "transformers/tests/models/blip_2/test_processing_blip_2.py",
"repo_id": "transformers",
"token_count": 1745
} | 559 |
# Copyright 2021 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | transformers/tests/models/clip/test_modeling_clip.py/0 | {
"file_path": "transformers/tests/models/clip/test_modeling_clip.py",
"repo_id": "transformers",
"token_count": 16672
} | 560 |
# Copyright 2022 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writ... | transformers/tests/models/conditional_detr/test_image_processing_conditional_detr.py/0 | {
"file_path": "transformers/tests/models/conditional_detr/test_image_processing_conditional_detr.py",
"repo_id": "transformers",
"token_count": 14400
} | 561 |
# 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 required by appl... | transformers/tests/models/data2vec/test_modeling_data2vec_vision.py/0 | {
"file_path": "transformers/tests/models/data2vec/test_modeling_data2vec_vision.py",
"repo_id": "transformers",
"token_count": 6538
} | 562 |
# 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/tests/models/depth_pro/test_image_processing_depth_pro.py/0 | {
"file_path": "transformers/tests/models/depth_pro/test_image_processing_depth_pro.py",
"repo_id": "transformers",
"token_count": 1858
} | 563 |
# 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 required by appl... | transformers/tests/models/donut/test_modeling_donut_swin.py/0 | {
"file_path": "transformers/tests/models/donut/test_modeling_donut_swin.py",
"repo_id": "transformers",
"token_count": 6672
} | 564 |
# Copyright 2023 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writ... | transformers/tests/models/efficientnet/test_image_processing_efficientnet.py/0 | {
"file_path": "transformers/tests/models/efficientnet/test_image_processing_efficientnet.py",
"repo_id": "transformers",
"token_count": 3382
} | 565 |
# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | transformers/tests/models/falcon/test_modeling_falcon.py/0 | {
"file_path": "transformers/tests/models/falcon/test_modeling_falcon.py",
"repo_id": "transformers",
"token_count": 3803
} | 566 |
# 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/tests/models/florence2/test_modeling_florence2.py/0 | {
"file_path": "transformers/tests/models/florence2/test_modeling_florence2.py",
"repo_id": "transformers",
"token_count": 15467
} | 567 |
# Copyright 2022 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/tests/models/git/test_processing_git.py/0 | {
"file_path": "transformers/tests/models/git/test_processing_git.py",
"repo_id": "transformers",
"token_count": 1864
} | 568 |
# Copyright 2021 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | transformers/tests/models/hubert/test_modeling_hubert.py/0 | {
"file_path": "transformers/tests/models/hubert/test_modeling_hubert.py",
"repo_id": "transformers",
"token_count": 19125
} | 569 |
# coding=utf-8
# Copyright 2024 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 ag... | transformers/tests/models/idefics3/test_image_processing_idefics3.py/0 | {
"file_path": "transformers/tests/models/idefics3/test_image_processing_idefics3.py",
"repo_id": "transformers",
"token_count": 7681
} | 570 |
# 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 required by appl... | transformers/tests/models/layoutlmv3/test_modeling_layoutlmv3.py/0 | {
"file_path": "transformers/tests/models/layoutlmv3/test_modeling_layoutlmv3.py",
"repo_id": "transformers",
"token_count": 7601
} | 571 |
# 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/tests/models/lightglue/test_modeling_lightglue.py/0 | {
"file_path": "transformers/tests/models/lightglue/test_modeling_lightglue.py",
"repo_id": "transformers",
"token_count": 11618
} | 572 |
# Copyright 2024 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writ... | transformers/tests/models/llava_next/test_image_processing_llava_next.py/0 | {
"file_path": "transformers/tests/models/llava_next/test_image_processing_llava_next.py",
"repo_id": "transformers",
"token_count": 5197
} | 573 |
# Copyright 2022 Google LongT5 Authors and HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by app... | transformers/tests/models/longt5/test_modeling_longt5.py/0 | {
"file_path": "transformers/tests/models/longt5/test_modeling_longt5.py",
"repo_id": "transformers",
"token_count": 29631
} | 574 |
# 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 required by appl... | transformers/tests/models/mm_grounding_dino/test_modeling_mm_grounding_dino.py/0 | {
"file_path": "transformers/tests/models/mm_grounding_dino/test_modeling_mm_grounding_dino.py",
"repo_id": "transformers",
"token_count": 16925
} | 575 |
# 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/tests/models/modernbert/test_modeling_modernbert.py/0 | {
"file_path": "transformers/tests/models/modernbert/test_modeling_modernbert.py",
"repo_id": "transformers",
"token_count": 9871
} | 576 |
# 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/tests/models/mt5/test_modeling_mt5.py/0 | {
"file_path": "transformers/tests/models/mt5/test_modeling_mt5.py",
"repo_id": "transformers",
"token_count": 20981
} | 577 |
# Copyright 2022 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/tests/models/nllb/test_tokenization_nllb.py/0 | {
"file_path": "transformers/tests/models/nllb/test_tokenization_nllb.py",
"repo_id": "transformers",
"token_count": 9731
} | 578 |
# 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/tests/models/omdet_turbo/test_processing_omdet_turbo.py/0 | {
"file_path": "transformers/tests/models/omdet_turbo/test_processing_omdet_turbo.py",
"repo_id": "transformers",
"token_count": 3099
} | 579 |
# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | transformers/tests/models/owlv2/test_modeling_owlv2.py/0 | {
"file_path": "transformers/tests/models/owlv2/test_modeling_owlv2.py",
"repo_id": "transformers",
"token_count": 19005
} | 580 |
# Copyright 2023 Microsoft and the HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless re... | transformers/tests/models/phi/test_modeling_phi.py/0 | {
"file_path": "transformers/tests/models/phi/test_modeling_phi.py",
"repo_id": "transformers",
"token_count": 3244
} | 581 |
# Copyright 2024 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writ... | transformers/tests/models/pixtral/test_image_processing_pixtral.py/0 | {
"file_path": "transformers/tests/models/pixtral/test_image_processing_pixtral.py",
"repo_id": "transformers",
"token_count": 5398
} | 582 |
# 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/tests/models/prompt_depth_anything/test_modeling_prompt_depth_anything.py/0 | {
"file_path": "transformers/tests/models/prompt_depth_anything/test_modeling_prompt_depth_anything.py",
"repo_id": "transformers",
"token_count": 5350
} | 583 |
# 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/tests/models/sam_hq/test_processing_samhq.py/0 | {
"file_path": "transformers/tests/models/sam_hq/test_processing_samhq.py",
"repo_id": "transformers",
"token_count": 2506
} | 584 |
# 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/tests/models/superpoint/test_modeling_superpoint.py/0 | {
"file_path": "transformers/tests/models/superpoint/test_modeling_superpoint.py",
"repo_id": "transformers",
"token_count": 5393
} | 585 |
# Copyright 2025 Google Inc. HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required... | transformers/tests/models/t5gemma/test_modeling_t5gemma.py/0 | {
"file_path": "transformers/tests/models/t5gemma/test_modeling_t5gemma.py",
"repo_id": "transformers",
"token_count": 34713
} | 586 |
# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | transformers/tests/models/timm_backbone/test_modeling_timm_backbone.py/0 | {
"file_path": "transformers/tests/models/timm_backbone/test_modeling_timm_backbone.py",
"repo_id": "transformers",
"token_count": 4310
} | 587 |
# Copyright 2021 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writ... | transformers/tests/models/vilt/test_image_processing_vilt.py/0 | {
"file_path": "transformers/tests/models/vilt/test_image_processing_vilt.py",
"repo_id": "transformers",
"token_count": 3200
} | 588 |
# Copyright 2021 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/tests/models/xglm/test_modeling_xglm.py/0 | {
"file_path": "transformers/tests/models/xglm/test_modeling_xglm.py",
"repo_id": "transformers",
"token_count": 8820
} | 589 |
# 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/tests/quantization/aqlm_integration/test_aqlm.py/0 | {
"file_path": "transformers/tests/quantization/aqlm_integration/test_aqlm.py",
"repo_id": "transformers",
"token_count": 4346
} | 590 |
# 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/tests/quantization/quanto_integration/test_quanto.py/0 | {
"file_path": "transformers/tests/quantization/quanto_integration/test_quanto.py",
"repo_id": "transformers",
"token_count": 7840
} | 591 |
# we define a fixture function below and it will be "used" by
# referencing its name from tests
import os
import pytest
from attr import dataclass
os.environ["AWS_DEFAULT_REGION"] = "us-east-1" # defaults region
@dataclass
class SageMakerTestEnvironment:
framework: str
role = "arn:aws:iam::558105141721:r... | transformers/tests/sagemaker/conftest.py/0 | {
"file_path": "transformers/tests/sagemaker/conftest.py",
"repo_id": "transformers",
"token_count": 1035
} | 592 |
# Copyright 2019 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writ... | transformers/tests/test_modeling_common.py/0 | {
"file_path": "transformers/tests/test_modeling_common.py",
"repo_id": "transformers",
"token_count": 120676
} | 593 |
import json
import datasets
from tests.trainer.test_trainer import StoreLossCallback
from transformers import (
AutoModelForCausalLM,
AutoTokenizer,
DataCollatorForLanguageModeling,
HfArgumentParser,
Trainer,
TrainingArguments,
set_seed,
)
from transformers.testing_utils import (
TestC... | transformers/tests/trainer/test_trainer_distributed_loss.py/0 | {
"file_path": "transformers/tests/trainer/test_trainer_distributed_loss.py",
"repo_id": "transformers",
"token_count": 1628
} | 594 |
# Copyright 2024 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writ... | transformers/tests/utils/test_image_processing_utils.py/0 | {
"file_path": "transformers/tests/utils/test_image_processing_utils.py",
"repo_id": "transformers",
"token_count": 3310
} | 595 |
{
"ASTForAudioClassification": {
"tokenizer_classes": [],
"processor_classes": [
"ASTFeatureExtractor"
],
"model_classes": [
"ASTForAudioClassification"
],
"sha": "83d6e076db7768a3645401bad3204624985e1d08"
},
"ASTModel": {
"toke... | transformers/tests/utils/tiny_model_summary.json/0 | {
"file_path": "transformers/tests/utils/tiny_model_summary.json",
"repo_id": "transformers",
"token_count": 116203
} | 596 |
# 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/utils/check_repo.py/0 | {
"file_path": "transformers/utils/check_repo.py",
"repo_id": "transformers",
"token_count": 22240
} | 597 |
import argparse
import json
import re
import string
MAX_NUM_JOBS_TO_SUGGEST = 16
def get_jobs_to_run():
# The file `pr_files.txt` contains the information about the files changed in a pull request, and it is prepared by
# the caller (using GitHub api).
# We can also use the following api to get the info... | transformers/utils/get_pr_run_slow_jobs.py/0 | {
"file_path": "transformers/utils/get_pr_run_slow_jobs.py",
"repo_id": "transformers",
"token_count": 2162
} | 598 |
# 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/utils/process_test_artifacts.py/0 | {
"file_path": "transformers/utils/process_test_artifacts.py",
"repo_id": "transformers",
"token_count": 939
} | 599 |
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