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values |
|---|---|---|---|
huggingface/transformers:src/transformers/models/pixio/convert_pixio_to_pytorch.py | # Copyright 2025 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
#
# Unless requ... | {
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huggingface/transformers:src/transformers/models/pixio/modular_pixio.py | # Copyright 2025 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
#
# Unless requ... | {
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} | license |
huggingface/transformers:tests/models/pixio/test_modeling_pixio.py | # 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... | {
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} | test |
huggingface/transformers:src/transformers/models/jais2/modular_jais2.py | # 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... | {
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} | license |
huggingface/transformers:tests/models/jais2/test_modeling_jais2.py | # 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... | {
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} | test |
huggingface/transformers:src/transformers/models/pe_audio/configuration_pe_audio.py | # 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... | {
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huggingface/transformers:src/transformers/models/pe_audio/feature_extraction_pe_audio.py | # 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... | {
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huggingface/transformers:src/transformers/models/pe_audio/modular_pe_audio.py | # 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... | {
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huggingface/transformers:src/transformers/models/pe_audio/processing_pe_audio.py | # 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... | {
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huggingface/transformers:src/transformers/models/pe_audio_video/configuration_pe_audio_video.py | # 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... | {
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huggingface/transformers:src/transformers/models/pe_audio_video/convert_pe_audio_video_to_hf.py | # 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... | {
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... | license |
huggingface/transformers:src/transformers/models/pe_audio_video/modular_pe_audio_video.py | # 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... | {
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} | license |
huggingface/transformers:src/transformers/models/pe_audio_video/processing_pe_audio_video.py | # 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... | {
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huggingface/transformers:src/transformers/models/pe_video/configuration_pe_video.py | # 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... | {
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huggingface/transformers:src/transformers/models/pe_video/modular_pe_video.py | # 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... | {
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huggingface/transformers:src/transformers/models/pe_video/processing_pe_video.py | from ...processing_utils import ProcessorMixin
class PeVideoProcessor(ProcessorMixin):
attributes = ["video_processor", "tokenizer"]
video_processor_class = "PeVideoVideoProcessor"
tokenizer_class = "AutoTokenizer"
__all__ = ["PeVideoProcessor"]
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} | function_simple |
huggingface/transformers:src/transformers/models/pe_video/video_processing_pe_video.py | # 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... | {
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huggingface/transformers:tests/models/pe_audio_video/test_modeling_pe_audio_video.py | # 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... | {
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} | test |
huggingface/transformers:tests/models/pe_video/test_modeling_pe_video.py | # 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... | {
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huggingface/transformers:examples/modular-transformers/modular_test_suffix.py | import torch.nn as nn
from transformers.models.llama.modeling_llama import LlamaDecoderLayer
class TestSuffixDecoderLayer(nn.module):
pass
# Here, we want to add "Llama" as a suffix to the base `TestModel` name for all required dependencies
class TestSuffixLlamaDecoderLayer(LlamaDecoderLayer):
pass
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huggingface/transformers:src/transformers/models/paddleocr_vl/modular_paddleocr_vl.py | # Copyright 2025 The PaddlePaddle Team 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 GPT-N... | {
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} | license |
huggingface/transformers:tests/models/paddleocr_vl/test_modeling_paddleocr_vl.py | # 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... | {
"repo_id": "huggingface/transformers",
"file_path": "tests/models/paddleocr_vl/test_modeling_paddleocr_vl.py",
"license": "Apache License 2.0",
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} | test |
huggingface/transformers:src/transformers/models/lasr/feature_extraction_lasr.py | # Copyright 2025 The HuggingFace Inc. team and Google LLC. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this 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... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/models/lasr/feature_extraction_lasr.py",
"license": "Apache License 2.0",
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} | license |
huggingface/transformers:src/transformers/models/lasr/modular_lasr.py | # Copyright 2025 The HuggingFace Inc. team and Google LLC. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this 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... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/models/lasr/modular_lasr.py",
"license": "Apache License 2.0",
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} | license |
huggingface/transformers:tests/test_training_mixin.py | # 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... | {
"repo_id": "huggingface/transformers",
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"license": "Apache License 2.0",
"lines": 349,
"canary_id": -1,
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} | test |
huggingface/transformers:src/transformers/trainer_jit_checkpoint.py | import os
import signal
import threading
from .trainer_callback import TrainerCallback
from .trainer_utils import PREFIX_CHECKPOINT_DIR
from .utils import logging
logger = logging.get_logger(__name__)
class CheckpointManager:
def __init__(self, trainer, kill_wait: int = 3):
"""
Initialize the C... | {
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"file_path": "src/transformers/trainer_jit_checkpoint.py",
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} | function_complex |
huggingface/transformers:src/transformers/integrations/quark.py | # 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... | {
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"file_path": "src/transformers/integrations/quark.py",
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} | license |
huggingface/transformers:src/transformers/models/fast_vlm/convert_fastvlm_weights_to_hf.py | # 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... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/models/fast_vlm/convert_fastvlm_weights_to_hf.py",
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} | license |
huggingface/transformers:src/transformers/models/fast_vlm/modular_fast_vlm.py | # 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... | {
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} | license |
huggingface/transformers:tests/models/fast_vlm/test_modeling_fast_vlm.py | # 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... | {
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} | test |
huggingface/transformers:src/transformers/models/ministral3/configuration_ministral3.py | # Copyright 2025 Mistral 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
#
# Unless r... | {
"repo_id": "huggingface/transformers",
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} | license |
huggingface/transformers:src/transformers/models/ministral3/convert_ministral3_weights_to_hf.py | # Copyright 2025 Mistral 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
#
# Unless r... | {
"repo_id": "huggingface/transformers",
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huggingface/transformers:src/transformers/models/ministral3/modular_ministral3.py | from collections.abc import Callable
import torch
from ...cache_utils import Cache
from ...modeling_flash_attention_utils import FlashAttentionKwargs
from ...modeling_layers import (
GenericForQuestionAnswering,
GenericForSequenceClassification,
GenericForTokenClassification,
)
from ...modeling_utils impo... | {
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huggingface/transformers:tests/models/ministral3/test_modeling_ministral3.py | # 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... | {
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"file_path": "tests/models/ministral3/test_modeling_ministral3.py",
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} | test |
huggingface/transformers:src/transformers/models/t5gemma2/modular_t5gemma2.py | # 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 requir... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/models/t5gemma2/modular_t5gemma2.py",
"license": "Apache License 2.0",
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} | license |
huggingface/transformers:tests/models/t5gemma2/test_modeling_t5gemma2.py | # 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... | {
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"file_path": "tests/models/t5gemma2/test_modeling_t5gemma2.py",
"license": "Apache License 2.0",
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} | test |
huggingface/transformers:src/transformers/models/afmoe/configuration_afmoe.py | # Copyright 2025 Arcee 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
#
# Unless req... | {
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"file_path": "src/transformers/models/afmoe/configuration_afmoe.py",
"license": "Apache License 2.0",
"lines": 195,
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} | license |
huggingface/transformers:src/transformers/models/afmoe/modular_afmoe.py | # Copyright 2025 Arcee 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
#
# Unless req... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/models/afmoe/modular_afmoe.py",
"license": "Apache License 2.0",
"lines": 387,
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} | license |
huggingface/transformers:tests/models/afmoe/test_modeling_afmoe.py | # Copyright 2025 Arcee 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
#
# Unless req... | {
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"file_path": "tests/models/afmoe/test_modeling_afmoe.py",
"license": "Apache License 2.0",
"lines": 108,
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} | test |
huggingface/transformers:src/transformers/models/gpt_neox/tokenization_gpt_neox.py | # Copyright 2022 EleutherAI and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | {
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"file_path": "src/transformers/models/gpt_neox/tokenization_gpt_neox.py",
"license": "Apache License 2.0",
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} | license |
huggingface/transformers:src/transformers/tokenization_utils_sentencepiece.py | # Copyright 2020 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed ... | {
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} | license |
huggingface/transformers:tests/test_sentencepiece_backend_mixin.py | # Sentencepiece backend layer tests
import shutil
import tempfile
from typing import TYPE_CHECKING
from transformers import AutoTokenizer, PythonBackend, TokenizersBackend
from transformers.tokenization_python import AddedToken
if TYPE_CHECKING:
pass
class SentencePieceBackendTesterMixin:
"""
Tests th... | {
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} | test |
huggingface/transformers:tests/test_tokenizers_backend_mixin.py | # Optionally test tokenizers-backend API in transformers
import inspect
import shutil
import tempfile
from typing import TYPE_CHECKING
from parameterized import parameterized
from transformers import TokenizersBackend
from transformers.tokenization_utils_base import PreTrainedTokenizerBase
SMALL_TRAINING_CORPUS = ... | {
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huggingface/transformers:src/transformers/models/nanochat/configuration_nanochat.py | # 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... | {
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} | license |
huggingface/transformers:src/transformers/models/nanochat/convert_nanochat_checkpoints.py | # 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... | {
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} | license |
huggingface/transformers:src/transformers/models/nanochat/modular_nanochat.py | # 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... | {
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} | license |
huggingface/transformers:tests/models/nanochat/test_modeling_nanochat.py | # 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... | {
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} | test |
huggingface/transformers:src/transformers/pipelines/any_to_any.py | # 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... | {
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"license": "Apache License 2.0",
"lines": 432,
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} | license |
huggingface/transformers:src/transformers/models/layoutxlm/modular_layoutxlm.py | # Copyright 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/LICENSE-2.0
#
# Unles... | {
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huggingface/transformers:src/transformers/models/vitpose/image_processing_vitpose_fast.py | # 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... | {
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} | license |
huggingface/transformers:tests/deepspeed/test_alst_ulysses_sp.py | # 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... | {
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} | test |
huggingface/transformers:src/transformers/models/pix2struct/image_processing_pix2struct_fast.py | # 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... | {
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... | license |
huggingface/transformers:src/transformers/models/sam3/configuration_sam3.py | # Copyright 2025 Meta AI and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required ... | {
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} | license |
huggingface/transformers:src/transformers/models/sam3/convert_sam3_to_hf.py | # Copyright 2025 The Meta 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/LICENSE-2.0
#
#... | {
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huggingface/transformers:src/transformers/models/sam3/modeling_sam3.py | # Copyright 2025 The Meta AI 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/LICENSE-2.0
#
# Unle... | {
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huggingface/transformers:src/transformers/models/sam3/modular_sam3.py | # Copyright 2025 The Meta AI 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/LICENSE-2.0
#
# Unle... | {
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huggingface/transformers:src/transformers/models/sam3/processing_sam3.py | # 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 law or agreed ... | {
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huggingface/transformers:src/transformers/models/sam3_tracker/modular_sam3_tracker.py | # 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... | {
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huggingface/transformers:src/transformers/models/sam3_tracker_video/modular_sam3_tracker_video.py | # 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... | {
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huggingface/transformers:src/transformers/models/sam3_video/configuration_sam3_video.py | # 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... | {
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huggingface/transformers:src/transformers/models/sam3_video/convert_sam3_video_to_hf.py | # Copyright 2025 The Meta 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/LICENSE-2.0
#
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huggingface/transformers:src/transformers/models/sam3_video/modeling_sam3_video.py | # Copyright 2025 The Meta AI 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/LICENSE-2.0
#
# Unle... | {
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huggingface/transformers:src/transformers/models/sam3_video/processing_sam3_video.py | # 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... | {
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huggingface/transformers:tests/models/sam3/test_modeling_sam3.py | # 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... | {
"repo_id": "huggingface/transformers",
"file_path": "tests/models/sam3/test_modeling_sam3.py",
"license": "Apache License 2.0",
"lines": 1314,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/transformers:tests/models/sam3_tracker/test_modeling_sam3_tracker.py | # 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... | {
"repo_id": "huggingface/transformers",
"file_path": "tests/models/sam3_tracker/test_modeling_sam3_tracker.py",
"license": "Apache License 2.0",
"lines": 722,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/transformers:tests/models/sam3_tracker_video/test_modeling_sam3_tracker_video.py | # 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... | {
"repo_id": "huggingface/transformers",
"file_path": "tests/models/sam3_tracker_video/test_modeling_sam3_tracker_video.py",
"license": "Apache License 2.0",
"lines": 562,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/transformers:tests/models/sam3_video/test_modeling_sam3_video.py | # 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... | {
"repo_id": "huggingface/transformers",
"file_path": "tests/models/sam3_video/test_modeling_sam3_video.py",
"license": "Apache License 2.0",
"lines": 549,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/transformers:src/transformers/models/glm46v/modular_glm46v.py | # 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... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/models/glm46v/modular_glm46v.py",
"license": "Apache License 2.0",
"lines": 180,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:tests/models/glm46v/test_modeling_glm46v.py | # 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... | {
"repo_id": "huggingface/transformers",
"file_path": "tests/models/glm46v/test_modeling_glm46v.py",
"license": "Apache License 2.0",
"lines": 510,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/transformers:tests/models/glm46v/test_processor_glm46v.py | # 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... | {
"repo_id": "huggingface/transformers",
"file_path": "tests/models/glm46v/test_processor_glm46v.py",
"license": "Apache License 2.0",
"lines": 230,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/transformers:tests/models/glm46v/test_video_processing_glm46v.py | # Copyright 2025 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... | {
"repo_id": "huggingface/transformers",
"file_path": "tests/models/glm46v/test_video_processing_glm46v.py",
"license": "Apache License 2.0",
"lines": 288,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/transformers:src/transformers/initialization.py | # 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... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/initialization.py",
"license": "Apache License 2.0",
"lines": 245,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:src/transformers/conversion_mapping.py | # Copyright (C) 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 ... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/conversion_mapping.py",
"license": "Apache License 2.0",
"lines": 429,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:src/transformers/utils/loading_report.py | # 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... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/utils/loading_report.py",
"license": "Apache License 2.0",
"lines": 233,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:src/transformers/utils/pytest_helpers.py | import argparse
import json
import re
from collections import Counter
from pathlib import Path
def _base_test_name(nodeid: str) -> str:
# Strip parameters like [param=..] from the last component
name = nodeid.split("::")[-1]
return re.sub(r"\[.*\]$", "", name)
def _class_name(nodeid: str) -> str | None:... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/utils/pytest_helpers.py",
"license": "Apache License 2.0",
"lines": 85,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | function_complex |
huggingface/transformers:tests/utils/test_core_model_loading.py | # Copyright 2025 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... | {
"repo_id": "huggingface/transformers",
"file_path": "tests/utils/test_core_model_loading.py",
"license": "Apache License 2.0",
"lines": 665,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/transformers:src/transformers/models/audioflamingo3/configuration_audioflamingo3.py | # Copyright 2025 NVIDIA CORPORATION 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
#
... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/models/audioflamingo3/configuration_audioflamingo3.py",
"license": "Apache License 2.0",
"lines": 171,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
... | license |
huggingface/transformers:src/transformers/models/audioflamingo3/convert_audioflamingo3_to_hf.py | # Copyright 2025 NVIDIA CORPORATION 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
#
... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/models/audioflamingo3/convert_audioflamingo3_to_hf.py",
"license": "Apache License 2.0",
"lines": 237,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
... | license |
huggingface/transformers:src/transformers/models/audioflamingo3/modular_audioflamingo3.py | # Copyright 2025 NVIDIA CORPORATION 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
#
... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/models/audioflamingo3/modular_audioflamingo3.py",
"license": "Apache License 2.0",
"lines": 259,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:src/transformers/models/audioflamingo3/processing_audioflamingo3.py | # Copyright 2025 NVIDIA CORPORATION 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
#
... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/models/audioflamingo3/processing_audioflamingo3.py",
"license": "Apache License 2.0",
"lines": 269,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:tests/models/audioflamingo3/test_modeling_audioflamingo3.py | # Copyright 2025 NVIDIA CORPORATION 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
#
... | {
"repo_id": "huggingface/transformers",
"file_path": "tests/models/audioflamingo3/test_modeling_audioflamingo3.py",
"license": "Apache License 2.0",
"lines": 303,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/transformers:tests/models/audioflamingo3/test_processing_audioflamingo3.py | # Copyright 2025 NVIDIA CORPORATION 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
#
... | {
"repo_id": "huggingface/transformers",
"file_path": "tests/models/audioflamingo3/test_processing_audioflamingo3.py",
"license": "Apache License 2.0",
"lines": 163,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/transformers:tests/fsdp/test_context_parallel.py | # 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... | {
"repo_id": "huggingface/transformers",
"file_path": "tests/fsdp/test_context_parallel.py",
"license": "Apache License 2.0",
"lines": 190,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/transformers:src/transformers/models/fuyu/image_processing_fuyu_fast.py | # 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... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/models/fuyu/image_processing_fuyu_fast.py",
"license": "Apache License 2.0",
"lines": 354,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:src/transformers/models/glpn/image_processing_glpn_fast.py | # 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... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/models/glpn/image_processing_glpn_fast.py",
"license": "Apache License 2.0",
"lines": 117,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:tests/kernels/test_kernels.py | # 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... | {
"repo_id": "huggingface/transformers",
"file_path": "tests/kernels/test_kernels.py",
"license": "Apache License 2.0",
"lines": 415,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/transformers:src/transformers/utils/chat_parsing_utils.py | from __future__ import annotations
import json
import re
from transformers.utils import is_jmespath_available
if is_jmespath_available():
import jmespath
else:
jmespath = None
def _parse_re_match(node_match: re.Match) -> dict | str:
# If the regex has named groups, return a dict of those groups
if... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/utils/chat_parsing_utils.py",
"license": "Apache License 2.0",
"lines": 220,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | function_complex |
huggingface/transformers:src/transformers/models/efficientloftr/modular_efficientloftr.py | import torch
from ...utils import TensorType
from ..superglue.image_processing_superglue_fast import SuperGlueImageProcessorFast
from .modeling_efficientloftr import EfficientLoFTRKeypointMatchingOutput
class EfficientLoFTRImageProcessorFast(SuperGlueImageProcessorFast):
def post_process_keypoint_matching(
... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/models/efficientloftr/modular_efficientloftr.py",
"license": "Apache License 2.0",
"lines": 58,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | function_simple |
huggingface/transformers:src/transformers/cli/chat.py | # 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... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/cli/chat.py",
"license": "Apache License 2.0",
"lines": 474,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:src/transformers/cli/download.py | # 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... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/cli/download.py",
"license": "Apache License 2.0",
"lines": 36,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:src/transformers/cli/system.py | # 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... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/cli/system.py",
"license": "Apache License 2.0",
"lines": 115,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:src/transformers/cli/transformers.py | # 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... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/cli/transformers.py",
"license": "Apache License 2.0",
"lines": 34,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:tests/cli/test_chat.py | # 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... | {
"repo_id": "huggingface/transformers",
"file_path": "tests/cli/test_chat.py",
"license": "Apache License 2.0",
"lines": 37,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/transformers:tests/cli/test_download.py | # Copyright 2025-present, the HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law o... | {
"repo_id": "huggingface/transformers",
"file_path": "tests/cli/test_download.py",
"license": "Apache License 2.0",
"lines": 46,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/transformers:tests/cli/test_system.py | # Copyright 2025-present, the HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law o... | {
"repo_id": "huggingface/transformers",
"file_path": "tests/cli/test_system.py",
"license": "Apache License 2.0",
"lines": 24,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/transformers:benchmark_v2/framework/benchmark_config.py | import hashlib
import itertools
import json
import logging
from functools import lru_cache
from typing import Any
import torch
from transformers.generation.configuration_utils import CompileConfig
from transformers.utils import is_torch_accelerator_available
from transformers.utils.import_utils import is_flash_attn_2... | {
"repo_id": "huggingface/transformers",
"file_path": "benchmark_v2/framework/benchmark_config.py",
"license": "Apache License 2.0",
"lines": 242,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | function_complex |
huggingface/transformers:benchmark_v2/framework/benchmark_runner.py | import gc
import json
import logging
import os
import pathlib
import re
import tempfile
import time
from datetime import datetime
from queue import Queue
from typing import Any
import torch
from datasets import Dataset
from huggingface_hub import HfApi
from tqdm import trange
from transformers import (
AutoModelF... | {
"repo_id": "huggingface/transformers",
"file_path": "benchmark_v2/framework/benchmark_runner.py",
"license": "Apache License 2.0",
"lines": 405,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | function_complex |
huggingface/transformers:benchmark_v2/framework/data_classes.py | from dataclasses import dataclass
from datetime import datetime, timezone
from typing import Any
import numpy as np
from .hardware_metrics import GPURawMetrics, HardwareInfo
def compute_basic_statistics(measurements: list[float]) -> dict[str, float]:
return {
"avg": np.mean(measurements) if measurements... | {
"repo_id": "huggingface/transformers",
"file_path": "benchmark_v2/framework/data_classes.py",
"license": "Apache License 2.0",
"lines": 152,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | function_complex |
huggingface/transformers:benchmark_v2/framework/hardware_metrics.py | import logging
import subprocess
import sys
import time
from dataclasses import dataclass
from enum import Enum
from logging import Logger
from multiprocessing import Pipe, Process
from multiprocessing.connection import Connection
from transformers.utils.import_utils import is_cuda_platform, is_rocm_platform
if is_c... | {
"repo_id": "huggingface/transformers",
"file_path": "benchmark_v2/framework/hardware_metrics.py",
"license": "Apache License 2.0",
"lines": 273,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | function_complex |
huggingface/transformers:src/transformers/models/video_llama_3/modular_video_llama_3.py | # 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... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/models/video_llama_3/modular_video_llama_3.py",
"license": "Apache License 2.0",
"lines": 1492,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
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