sample_id stringlengths 21 196 | text stringlengths 105 936k | metadata dict | category stringclasses 6
values |
|---|---|---|---|
huggingface/transformers:src/transformers/integrations/metal_quantization.py | # Copyright 2026 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/integrations/metal_quantization.py",
"license": "Apache License 2.0",
"lines": 228,
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} | license |
huggingface/transformers:src/transformers/quantizers/quantizer_metal.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/quantizers/quantizer_metal.py",
"license": "Apache License 2.0",
"lines": 102,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
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"repetition": -1,
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} | license |
huggingface/transformers:tests/quantization/metal/test_metal.py | # Copyright 2026 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/quantization/metal/test_metal.py",
"license": "Apache License 2.0",
"lines": 502,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
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} | test |
huggingface/transformers:src/transformers/models/timesfm2_5/convert_timesfm2_5_original_to_hf.py | # Copyright 2026 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/timesfm2_5/convert_timesfm2_5_original_to_hf.py",
"license": "Apache License 2.0",
"lines": 306,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""... | license |
huggingface/transformers:src/transformers/models/timesfm2_5/modular_timesfm2_5.py | # Copyright 2026 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/timesfm2_5/modular_timesfm2_5.py",
"license": "Apache License 2.0",
"lines": 615,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
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"regex_pattern": "",
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} | license |
huggingface/transformers:tests/models/timesfm2_5/test_modeling_timesfm2_5.py | # Copyright 2026 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/timesfm2_5/test_modeling_timesfm2_5.py",
"license": "Apache License 2.0",
"lines": 257,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
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} | test |
huggingface/transformers:src/transformers/models/pp_doclayout_v2/modular_pp_doclayout_v2.py | # Copyright 2026 The PaddlePaddle Team and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/models/pp_doclayout_v2/modular_pp_doclayout_v2.py",
"license": "Apache License 2.0",
"lines": 1008,
"canary_id": -1,
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} | license |
huggingface/transformers:tests/models/pp_doclayout_v2/test_modeling_pp_doclayout_v2.py | # coding = utf-8
# Copyright 2026 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... | {
"repo_id": "huggingface/transformers",
"file_path": "tests/models/pp_doclayout_v2/test_modeling_pp_doclayout_v2.py",
"license": "Apache License 2.0",
"lines": 582,
"canary_id": -1,
"canary_value": "",
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} | test |
huggingface/transformers:src/transformers/models/olmo_hybrid/convert_olmo_hybrid_weights_to_hf.py | # Copyright 2026 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... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/models/olmo_hybrid/convert_olmo_hybrid_weights_to_hf.py",
"license": "Apache License 2.0",
"lines": 535,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": "... | license |
huggingface/transformers:src/transformers/models/olmo_hybrid/modular_olmo_hybrid.py | # Copyright 2026 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/olmo_hybrid/modular_olmo_hybrid.py",
"license": "Apache License 2.0",
"lines": 728,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:tests/models/olmo_hybrid/test_modeling_olmo_hybrid.py | # Copyright 2026 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/olmo_hybrid/test_modeling_olmo_hybrid.py",
"license": "Apache License 2.0",
"lines": 216,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/transformers:src/transformers/integrations/fouroversix.py | import torch
from ..quantizers.quantizers_utils import get_module_from_name
from ..utils import is_fouroversix_available
if is_fouroversix_available():
from fouroversix import ModelQuantizationConfig
from transformers.utils.quantization_config import FourOverSixConfig
from ..core_model_loading import Conversio... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/integrations/fouroversix.py",
"license": "Apache License 2.0",
"lines": 58,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
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} | function_simple |
huggingface/transformers:src/transformers/quantizers/quantizer_fouroversix.py | from typing import TYPE_CHECKING
from ..utils.import_utils import is_fouroversix_available
from .base import HfQuantizer
from .quantizers_utils import get_module_from_name
if TYPE_CHECKING:
from ..modeling_utils import PreTrainedModel
from ..utils import (
is_torch_available,
)
if is_torch_available():
... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/quantizers/quantizer_fouroversix.py",
"license": "Apache License 2.0",
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} | function_simple |
huggingface/transformers:tests/quantization/fouroversix_integration/test_fouroversix.py | # Copyright 2026 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/quantization/fouroversix_integration/test_fouroversix.py",
"license": "Apache License 2.0",
"lines": 150,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/transformers:tests/models/phi4_multimodal/test_processing_phi4_multimodal.py | # Copyright 2026 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/phi4_multimodal/test_processing_phi4_multimodal.py",
"license": "Apache License 2.0",
"lines": 83,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/transformers:src/transformers/models/colmodernvbert/modular_colmodernvbert.py | # Copyright 2026 Illuin Technology 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/licenses... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/models/colmodernvbert/modular_colmodernvbert.py",
"license": "Apache License 2.0",
"lines": 373,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:src/transformers/models/modernvbert/modular_modernvbert.py | # Copyright 2026 Illuin Technology 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/licenses... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/models/modernvbert/modular_modernvbert.py",
"license": "Apache License 2.0",
"lines": 561,
"canary_id": -1,
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} | license |
huggingface/transformers:tests/models/colmodernvbert/test_modeling_colmodernvbert.py | # Copyright 2026 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/colmodernvbert/test_modeling_colmodernvbert.py",
"license": "Apache License 2.0",
"lines": 218,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
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"regex_pattern": "",
"repetition": -1,
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} | test |
huggingface/transformers:tests/models/colmodernvbert/test_processing_colmodernvbert.py | # Copyright 2026 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/colmodernvbert/test_processing_colmodernvbert.py",
"license": "Apache License 2.0",
"lines": 257,
"canary_id": -1,
"canary_value": "",
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} | test |
huggingface/transformers:tests/models/modernvbert/test_modeling_modernvbert.py | # Copyright 2026 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/modernvbert/test_modeling_modernvbert.py",
"license": "Apache License 2.0",
"lines": 415,
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} | test |
huggingface/transformers:src/transformers/generation/continuous_batching/input_outputs.py | # Copyright 2026 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 t... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/generation/continuous_batching/input_outputs.py",
"license": "Apache License 2.0",
"lines": 547,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:src/transformers/utils/_typing.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 ... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/utils/_typing.py",
"license": "Apache License 2.0",
"lines": 103,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
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"template": ""
} | license |
huggingface/transformers:src/transformers/models/higgs_audio_v2/generation_higgs_audio_v2.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 app... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/models/higgs_audio_v2/generation_higgs_audio_v2.py",
"license": "Apache License 2.0",
"lines": 354,
"canary_id": -1,
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"regex_pattern": "",
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} | license |
huggingface/transformers:src/transformers/models/higgs_audio_v2/modular_higgs_audio_v2.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/higgs_audio_v2/modular_higgs_audio_v2.py",
"license": "Apache License 2.0",
"lines": 615,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
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} | license |
huggingface/transformers:src/transformers/models/higgs_audio_v2/processing_higgs_audio_v2.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/higgs_audio_v2/processing_higgs_audio_v2.py",
"license": "Apache License 2.0",
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"canary_id": -1,
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} | license |
huggingface/transformers:src/transformers/models/higgs_audio_v2_tokenizer/convert_higgs_audio_v2_tokenizer_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/higgs_audio_v2_tokenizer/convert_higgs_audio_v2_tokenizer_to_hf.py",
"license": "Apache License 2.0",
"lines": 153,
"canary_id": -1,
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huggingface/transformers:src/transformers/models/higgs_audio_v2_tokenizer/modular_higgs_audio_v2_tokenizer.py | # Copyright 2025 Boson 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... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/models/higgs_audio_v2_tokenizer/modular_higgs_audio_v2_tokenizer.py",
"license": "Apache License 2.0",
"lines": 146,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
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"... | license |
huggingface/transformers:tests/models/higgs_audio_v2/test_modeling_higgs_audio_v2.py | # 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 app... | {
"repo_id": "huggingface/transformers",
"file_path": "tests/models/higgs_audio_v2/test_modeling_higgs_audio_v2.py",
"license": "Apache License 2.0",
"lines": 912,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
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"regex_pattern": "",
"repetition": -1,
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} | test |
huggingface/transformers:tests/models/higgs_audio_v2_tokenizer/test_modeling_higgs_audio_v2_tokenizer.py | # Copyright 2025 Boson 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... | {
"repo_id": "huggingface/transformers",
"file_path": "tests/models/higgs_audio_v2_tokenizer/test_modeling_higgs_audio_v2_tokenizer.py",
"license": "Apache License 2.0",
"lines": 349,
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"pii_type": "",
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"repetition": -1,
"templ... | test |
huggingface/transformers:src/transformers/integrations/sinq.py | # Copyright 2026 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/integrations/sinq.py",
"license": "Apache License 2.0",
"lines": 133,
"canary_id": -1,
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"pii_type": "",
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"regex_pattern": "",
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} | license |
huggingface/transformers:src/transformers/quantizers/quantizer_sinq.py | # Copyright 2026 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": 210,
"canary_id": -1,
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} | license |
huggingface/transformers:tests/quantization/sinq/test_sinq.py | # Copyright 2026 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.
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huggingface/transformers:src/transformers/models/voxtral_realtime/configuration_voxtral_realtime.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
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huggingface/transformers:src/transformers/models/voxtral_realtime/convert_voxtral_realtime_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
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huggingface/transformers:src/transformers/models/voxtral_realtime/feature_extraction_voxtral_realtime.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
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huggingface/transformers:src/transformers/models/voxtral_realtime/modular_voxtral_realtime.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
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huggingface/transformers:src/transformers/models/voxtral_realtime/processing_voxtral_realtime.py | # Copyright 2026 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:tests/models/voxtral_realtime/test_modeling_voxtral_realtime.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
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huggingface/transformers:src/transformers/integrations/liger.py | # 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
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huggingface/transformers:src/transformers/trainer_optimizer.py | # 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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huggingface/transformers:tests/trainer/test_training_args.py | import dataclasses
import os
import tempfile
import unittest
import torch
from transformers import TrainingArguments
from transformers.debug_utils import DebugOption
from transformers.trainer_utils import HubStrategy, IntervalStrategy, SaveStrategy, SchedulerType
from transformers.training_args import OptimizerNames
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huggingface/transformers:src/transformers/models/glm_moe_dsa/modular_glm_moe_dsa.py | # Copyright 2026 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
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huggingface/transformers:tests/models/glm_moe_dsa/test_modeling_glm_moe_dsa.py | # Copyright 2026 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
#
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huggingface/transformers:src/transformers/models/qwen3_5/modular_qwen3_5.py | # Copyright 2025 The Qwen Team and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
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huggingface/transformers:src/transformers/models/qwen3_5/tokenization_qwen3_5.py | # Copyright 2024 The Qwen team, Alibaba Group 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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huggingface/transformers:src/transformers/models/qwen3_5_moe/modular_qwen3_5_moe.py | # Copyright 2025 The Qwen Team and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
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huggingface/transformers:tests/models/qwen3_5/test_modeling_qwen3_5.py | # Copyright 2026 The Qwen Team and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
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huggingface/transformers:tests/models/qwen3_5_moe/test_modeling_qwen3_5_moe.py | # Copyright 2026 The Qwen Team and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
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huggingface/transformers:src/transformers/utils/output_capturing.py | # Copyright 2026 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
#
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huggingface/transformers:src/transformers/models/vibevoice_acoustic_tokenizer/configuration_vibevoice_acoustic_tokenizer.py | # Copyright 2026 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/vibevoice_acoustic_tokenizer/convert_vibevoice_acoustic_tokenizer_to_hf.py | # Copyright 2026 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/vibevoice_acoustic_tokenizer/feature_extraction_vibevoice_acoustic_tokenizer.py | # Copyright 2026 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/vibevoice_acoustic_tokenizer/modular_vibevoice_acoustic_tokenizer.py | # Copyright 2026 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/vibevoice_acoustic_tokenizer/test_feature_extraction_vibevoice_acoustic_tokenizer.py | # Copyright 2026 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:tests/models/vibevoice_acoustic_tokenizer/test_modeling_vibevoice_acoustic_tokenizer.py | # Copyright 2026 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/integrations/neftune.py | # 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
#
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huggingface/transformers:src/transformers/models/moonshine_streaming/configuration_moonshine_streaming.py | # Copyright 2026 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
#
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huggingface/transformers:src/transformers/models/moonshine_streaming/modular_moonshine_streaming.py | # Copyright 2026 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
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huggingface/transformers:tests/models/moonshine_streaming/test_modeling_moonshine_streaming.py | # Copyright 2026 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
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} | test |
huggingface/transformers:src/transformers/backbone_utils.py | # Copyright 2026 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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huggingface/transformers:src/transformers/models/exaone_moe/modular_exaone_moe.py | # Copyright 2026 The LG AI Research 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
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huggingface/transformers:tests/models/exaone_moe/test_modeling_exaone_moe.py | # Copyright 2026 The LG AI 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
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"repetition": -1,
"template": ""
} | test |
huggingface/transformers:src/transformers/models/eomt_dinov3/convert_eomt_dinov3_to_hf.py | # Copyright 2026 Mobile Perception Systems Lab at TU/e and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licens... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/models/eomt_dinov3/convert_eomt_dinov3_to_hf.py",
"license": "Apache License 2.0",
"lines": 539,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:src/transformers/models/eomt_dinov3/modular_eomt_dinov3.py | # Copyright 2026 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/eomt_dinov3/modular_eomt_dinov3.py",
"license": "Apache License 2.0",
"lines": 399,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:utils/aggregate_failure_reports.py | #!/usr/bin/env python
# Copyright 2026 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 app... | {
"repo_id": "huggingface/transformers",
"file_path": "utils/aggregate_failure_reports.py",
"license": "Apache License 2.0",
"lines": 64,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
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} | license |
huggingface/transformers:utils/extract_metadata.py | #!/usr/bin/env python
# Copyright 2026 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 app... | {
"repo_id": "huggingface/transformers",
"file_path": "utils/extract_metadata.py",
"license": "Apache License 2.0",
"lines": 55,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:utils/format_extras_slack_message.py | #!/usr/bin/env python
# Copyright 2026 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 app... | {
"repo_id": "huggingface/transformers",
"file_path": "utils/format_extras_slack_message.py",
"license": "Apache License 2.0",
"lines": 94,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:src/transformers/models/pp_doclayout_v3/modular_pp_doclayout_v3.py | # Copyright 2026 The PaddlePaddle Team and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/models/pp_doclayout_v3/modular_pp_doclayout_v3.py",
"license": "Apache License 2.0",
"lines": 1344,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
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"regex_pattern": "",
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} | license |
huggingface/transformers:tests/models/pp_doclayout_v3/test_modeling_pp_doclayout_v3.py | # coding = utf-8
# Copyright 2026 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... | {
"repo_id": "huggingface/transformers",
"file_path": "tests/models/pp_doclayout_v3/test_modeling_pp_doclayout_v3.py",
"license": "Apache License 2.0",
"lines": 455,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/transformers:tests/models/siglip2/test_tokenization_siglip2.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/siglip2/test_tokenization_siglip2.py",
"license": "Apache License 2.0",
"lines": 62,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/transformers:src/transformers/models/youtu/modular_youtu.py | # Copyright 2026 the Tencent and 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-NeoX and OPT us... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/models/youtu/modular_youtu.py",
"license": "Apache License 2.0",
"lines": 222,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:tests/models/youtu/test_modeling_youtu.py | # Copyright 2026 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/youtu/test_modeling_youtu.py",
"license": "Apache License 2.0",
"lines": 147,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/transformers:src/transformers/models/glm_ocr/modular_glm_ocr.py | # Copyright 2026 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/glm_ocr/modular_glm_ocr.py",
"license": "Apache License 2.0",
"lines": 364,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:tests/models/glm_ocr/test_modeling_glm_ocr.py | # Copyright 2026 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/glm_ocr/test_modeling_glm_ocr.py",
"license": "Apache License 2.0",
"lines": 617,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/transformers:src/transformers/models/solar_open/modular_solar_open.py | # Copyright 2026 Upstage 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 applicable law or... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/models/solar_open/modular_solar_open.py",
"license": "Apache License 2.0",
"lines": 194,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
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} | license |
huggingface/transformers:src/transformers/models/lighton_ocr/modular_lighton_ocr.py | # Copyright 2026 The LightOn Team and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Un... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/models/lighton_ocr/modular_lighton_ocr.py",
"license": "Apache License 2.0",
"lines": 343,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:tests/models/lighton_ocr/test_modeling_lighton_ocr.py | # Copyright 2026 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/lighton_ocr/test_modeling_lighton_ocr.py",
"license": "Apache License 2.0",
"lines": 500,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/transformers:tests/models/lighton_ocr/test_processor_lighton_ocr.py | # Copyright 2026 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/lighton_ocr/test_processor_lighton_ocr.py",
"license": "Apache License 2.0",
"lines": 140,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/transformers:src/transformers/models/glm_image/modular_glm_image.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/glm_image/modular_glm_image.py",
"license": "Apache License 2.0",
"lines": 1396,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:tests/models/glm_image/test_modeling_glm_image.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/glm_image/test_modeling_glm_image.py",
"license": "Apache License 2.0",
"lines": 554,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/transformers:tests/models/glm_image/test_processor_glm_image.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/glm_image/test_processor_glm_image.py",
"license": "Apache License 2.0",
"lines": 165,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
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} | test |
huggingface/transformers:src/transformers/models/glm4_moe_lite/modular_glm4_moe_lite.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/glm4_moe_lite/modular_glm4_moe_lite.py",
"license": "Apache License 2.0",
"lines": 261,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:tests/models/glm4_moe_lite/test_modeling_glm4_moe_lite.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/glm4_moe_lite/test_modeling_glm4_moe_lite.py",
"license": "Apache License 2.0",
"lines": 106,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
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} | test |
huggingface/transformers:src/transformers/loss/loss_lw_detr.py | # Copyright 2026 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/loss/loss_lw_detr.py",
"license": "Apache License 2.0",
"lines": 307,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:src/transformers/models/lw_detr/modular_lw_detr.py | # Copyright 2026 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/lw_detr/modular_lw_detr.py",
"license": "Apache License 2.0",
"lines": 1393,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:tests/models/lw_detr/test_modeling_lw_detr.py | # Copyright 2026 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/lw_detr/test_modeling_lw_detr.py",
"license": "Apache License 2.0",
"lines": 669,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/transformers:src/transformers/models/minimax_m2/modular_minimax_m2.py | # Copyright 2025 the MiniMax AI Team and 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 r... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/models/minimax_m2/modular_minimax_m2.py",
"license": "Apache License 2.0",
"lines": 302,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:benchmark_v2/benchmark_scripts/continuous_batching_overall.py | import re
import subprocess
from pathlib import Path
from tabulate import tabulate
SCRIPT_LOCATION = (Path(__file__).parent.parent.parent / "examples/pytorch/continuous_batching.py").as_posix()
COMMON_ARGS = "--log-level WARNING --seed 0".split()
ERROR_OUTPUT = {"time_seconds": "X", "num_tokens": "X", "throughput_to... | {
"repo_id": "huggingface/transformers",
"file_path": "benchmark_v2/benchmark_scripts/continuous_batching_overall.py",
"license": "Apache License 2.0",
"lines": 56,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | function_simple |
huggingface/transformers:src/transformers/integrations/moe.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/integrations/moe.py",
"license": "Apache License 2.0",
"lines": 402,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:src/transformers/models/glmasr/configuration_glmasr.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/glmasr/configuration_glmasr.py",
"license": "Apache License 2.0",
"lines": 166,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:src/transformers/models/glmasr/convert_glmasr_weights_to_hf.py | import argparse
import re
import torch
from safetensors.torch import load_file
from transformers import (
GlmAsrConfig,
GlmAsrForConditionalGeneration,
GlmAsrProcessor,
TokenizersBackend,
WhisperFeatureExtractor,
)
from transformers.utils.hub import cached_file
chat_template = """{%- macro to_te... | {
"repo_id": "huggingface/transformers",
"file_path": "src/transformers/models/glmasr/convert_glmasr_weights_to_hf.py",
"license": "Apache License 2.0",
"lines": 149,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | function_complex |
huggingface/transformers:src/transformers/models/glmasr/modular_glmasr.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/glmasr/modular_glmasr.py",
"license": "Apache License 2.0",
"lines": 369,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | license |
huggingface/transformers:tests/models/glmasr/test_modeling_glmasr.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/glmasr/test_modeling_glmasr.py",
"license": "Apache License 2.0",
"lines": 300,
"canary_id": -1,
"canary_value": "",
"pii_type": "",
"provider": "",
"regex_pattern": "",
"repetition": -1,
"template": ""
} | test |
huggingface/transformers:src/transformers/models/ernie4_5_vl_moe/convert_ernie4_5_vl_moe_to_hf.py | # Copyright 2025 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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# http://www.apache.org/licenses/LICENSE-2.0
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huggingface/transformers:src/transformers/models/ernie4_5_vl_moe/modular_ernie4_5_vl_moe.py | # Copyright 2025 Baidu 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
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huggingface/transformers:src/transformers/models/ernie4_5_vl_moe/processing_ernie4_5_vl_moe.py | # Copyright 2025 Baidu 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
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huggingface/transformers:src/transformers/models/ernie4_5_vl_moe/video_processing_ernie4_5_vl_moe.py | # Copyright 2025 Baidu 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
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huggingface/transformers:tests/models/ernie4_5_vl_moe/test_image_processing_ernie4_5_vl_moe.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
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huggingface/transformers:tests/models/ernie4_5_vl_moe/test_processing_ernie4_5_vl_moe.py | # 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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huggingface/transformers:tests/models/ernie4_5_vl_moe/test_video_processing_ernie4_5_vl_moe.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
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