file_name stringlengths 5 73 | relative_path stringlengths 7 117 | extension stringclasses 6
values | size_bytes int64 0 971k | content stringlengths 0 960k |
|---|---|---|---|---|
auto.py | src/transformers/quantizers/auto.py | .py | 13,788 | # Copyright 2024 The HuggingFace Inc. team. All rights reserved.
# Modifications Copyright (C) 2025, Advanced Micro Devices, Inc. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the Lic... |
quantizer_eetq.py | src/transformers/quantizers/quantizer_eetq.py | .py | 3,841 | # Copyright 2024 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... |
quantizer_spqr.py | src/transformers/quantizers/quantizer_spqr.py | .py | 2,688 | # 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/lic enses/LICENSE-2.0
#
# Unless required by app... |
quantizer_gptq.py | src/transformers/quantizers/quantizer_gptq.py | .py | 4,334 | # Copyright 2024 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... |
quantizer_bitnet.py | src/transformers/quantizers/quantizer_bitnet.py | .py | 3,846 | # Copyright 2024 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... |
quantizer_auto_round.py | src/transformers/quantizers/quantizer_auto_round.py | .py | 2,686 | # Copyright 2024 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... |
quantizer_bnb_8bit.py | src/transformers/quantizers/quantizer_bnb_8bit.py | .py | 6,751 | # Copyright 2024 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... |
quantizer_aqlm.py | src/transformers/quantizers/quantizer_aqlm.py | .py | 2,567 | # Copyright 2024 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... |
quantizer_fp_quant.py | src/transformers/quantizers/quantizer_fp_quant.py | .py | 6,197 | # 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... |
quantizer_awq.py | src/transformers/quantizers/quantizer_awq.py | .py | 3,680 | # Copyright 2024 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... |
quantizer_finegrained_fp8.py | src/transformers/quantizers/quantizer_finegrained_fp8.py | .py | 6,829 | from typing import TYPE_CHECKING
from ..utils import is_accelerate_available, is_torch_available, is_torch_xpu_available, logging
from .base import HfQuantizer
from .quantizers_utils import get_module_from_name
if is_torch_available():
import torch
if TYPE_CHECKING:
from ..modeling_utils import PreTrainedMo... |
quantizer_torchao.py | src/transformers/quantizers/quantizer_torchao.py | .py | 11,498 | # Copyright 2024 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... |
quantizer_mxfp4.py | src/transformers/quantizers/quantizer_mxfp4.py | .py | 11,772 | # 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... |
quantizer_higgs.py | src/transformers/quantizers/quantizer_higgs.py | .py | 7,390 | # Copyright 2024 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... |
quantizer_compressed_tensors.py | src/transformers/quantizers/quantizer_compressed_tensors.py | .py | 4,781 | # Copyright 2024 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... |
quantizer_fbgemm_fp8.py | src/transformers/quantizers/quantizer_fbgemm_fp8.py | .py | 8,489 | # Copyright 2024 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... |
base.py | src/transformers/quantizers/base.py | .py | 12,727 | # Copyright 2024 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... |
quantizer_vptq.py | src/transformers/quantizers/quantizer_vptq.py | .py | 2,416 | # Copyright 2024 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... |
pt_utils.py | src/transformers/pipelines/pt_utils.py | .py | 12,816 | import numpy as np
import torch
from torch.utils.data import Dataset, IterableDataset
from ..utils.generic import ModelOutput
class PipelineDataset(Dataset):
def __init__(self, dataset, process, params):
self.dataset = dataset
self.process = process
self.params = params
def __len__(s... |
video_classification.py | src/transformers/pipelines/video_classification.py | .py | 7,628 | # Copyright 2024 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... |
zero_shot_image_classification.py | src/transformers/pipelines/zero_shot_image_classification.py | .py | 7,644 | from collections import UserDict
from typing import Any, Union, overload
from ..utils import (
add_end_docstrings,
is_torch_available,
is_vision_available,
logging,
requires_backends,
)
from .base import Pipeline, build_pipeline_init_args
if is_vision_available():
from PIL import Image
f... |
zero_shot_audio_classification.py | src/transformers/pipelines/zero_shot_audio_classification.py | .py | 6,687 | # Copyright 2023 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed ... |
audio_classification.py | src/transformers/pipelines/audio_classification.py | .py | 11,074 | # Copyright 2021 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... |
__init__.py | src/transformers/pipelines/__init__.py | .py | 69,115 | # Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed ... |
automatic_speech_recognition.py | src/transformers/pipelines/automatic_speech_recognition.py | .py | 33,511 | # Copyright 2021 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... |
zero_shot_object_detection.py | src/transformers/pipelines/zero_shot_object_detection.py | .py | 10,393 | from typing import Any, Union, overload
from ..utils import add_end_docstrings, is_torch_available, is_vision_available, logging, requires_backends
from .base import ChunkPipeline, build_pipeline_init_args
if is_vision_available():
from PIL import Image
from ..image_utils import load_image, valid_images
if... |
keypoint_matching.py | src/transformers/pipelines/keypoint_matching.py | .py | 7,056 | # 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... |
feature_extraction.py | src/transformers/pipelines/feature_extraction.py | .py | 3,406 | from typing import Any
from ..utils import add_end_docstrings
from .base import GenericTensor, Pipeline, build_pipeline_init_args
@add_end_docstrings(
build_pipeline_init_args(has_tokenizer=True, supports_binary_output=False),
r"""
tokenize_kwargs (`dict`, *optional*):
Additional dict... |
fill_mask.py | src/transformers/pipelines/fill_mask.py | .py | 11,064 | from typing import Any, overload
import numpy as np
from ..utils import add_end_docstrings, is_torch_available, logging
from .base import GenericTensor, Pipeline, PipelineException, build_pipeline_init_args
if is_torch_available():
import torch
logger = logging.get_logger(__name__)
@add_end_docstrings(
... |
depth_estimation.py | src/transformers/pipelines/depth_estimation.py | .py | 6,115 | from typing import Any, Union, overload
from ..utils import (
add_end_docstrings,
is_torch_available,
is_vision_available,
logging,
requires_backends,
)
from .base import Pipeline, build_pipeline_init_args
if is_vision_available():
from PIL import Image
from ..image_utils import load_ima... |
token_classification.py | src/transformers/pipelines/token_classification.py | .py | 28,882 | import types
import warnings
from typing import Any, overload
import numpy as np
from ..models.bert.tokenization_bert_legacy import BasicTokenizer
from ..utils import (
ExplicitEnum,
add_end_docstrings,
is_torch_available,
)
from .base import ArgumentHandler, ChunkPipeline, Dataset, build_pipeline_init_ar... |
image_segmentation.py | src/transformers/pipelines/image_segmentation.py | .py | 9,748 | from typing import Any, Union, overload
import numpy as np
from ..utils import add_end_docstrings, is_torch_available, is_vision_available, logging, requires_backends
from .base import Pipeline, build_pipeline_init_args
if is_vision_available():
from PIL import Image
from ..image_utils import load_image
i... |
mask_generation.py | src/transformers/pipelines/mask_generation.py | .py | 15,328 | from collections import defaultdict
from typing import TYPE_CHECKING, Any, Union, overload
from ..image_utils import load_image
from ..utils import (
add_end_docstrings,
is_torch_available,
logging,
requires_backends,
)
from .base import ChunkPipeline, build_pipeline_init_args
if is_torch_available()... |
image_text_to_text.py | src/transformers/pipelines/image_text_to_text.py | .py | 21,352 | # Copyright 2024 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... |
question_answering.py | src/transformers/pipelines/question_answering.py | .py | 28,793 | import inspect
import types
from collections.abc import Iterable
from typing import TYPE_CHECKING
import numpy as np
from ..data import SquadExample, SquadFeatures, squad_convert_examples_to_features
from ..tokenization_python import PreTrainedTokenizer
from ..utils import (
PaddingStrategy,
add_end_docstring... |
object_detection.py | src/transformers/pipelines/object_detection.py | .py | 8,346 | from typing import TYPE_CHECKING, Any, Union, overload
from ..utils import add_end_docstrings, is_torch_available, is_vision_available, logging, requires_backends
from .base import Pipeline, build_pipeline_init_args
if is_vision_available():
from ..image_utils import load_image
if is_torch_available():
imp... |
image_feature_extraction.py | src/transformers/pipelines/image_feature_extraction.py | .py | 4,794 | from typing import Any, Union
from ..utils import add_end_docstrings, is_vision_available
from .base import GenericTensor, Pipeline, build_pipeline_init_args
if is_vision_available():
from PIL import Image
from ..image_utils import load_image
@add_end_docstrings(
build_pipeline_init_args(has_image_pro... |
any_to_any.py | src/transformers/pipelines/any_to_any.py | .py | 24,680 | # 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... |
zero_shot_classification.py | src/transformers/pipelines/zero_shot_classification.py | .py | 11,976 | import inspect
import numpy as np
from ..tokenization_python import TruncationStrategy
from ..utils import add_end_docstrings, logging
from .base import ArgumentHandler, ChunkPipeline, build_pipeline_init_args
logger = logging.get_logger(__name__)
class ZeroShotClassificationArgumentHandler(ArgumentHandler):
... |
table_question_answering.py | src/transformers/pipelines/table_question_answering.py | .py | 17,171 | import collections
import types
import numpy as np
from ..generation import GenerationConfig
from ..utils import (
add_end_docstrings,
is_torch_available,
requires_backends,
)
from .base import ArgumentHandler, Dataset, Pipeline, PipelineException, build_pipeline_init_args
if is_torch_available():
i... |
text_to_audio.py | src/transformers/pipelines/text_to_audio.py | .py | 13,103 | # Copyright 2023 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... |
visual_question_answering.py | src/transformers/pipelines/visual_question_answering.py | .py | 9,599 | from typing import Union
from ..generation import GenerationConfig
from ..utils import add_end_docstrings, is_torch_available, is_vision_available, logging
from .base import Pipeline, build_pipeline_init_args
if is_vision_available():
from PIL import Image
from ..image_utils import load_image
if is_torch_a... |
text_classification.py | src/transformers/pipelines/text_classification.py | .py | 10,166 | import inspect
from typing import Any
import numpy as np
from ..utils import ExplicitEnum, add_end_docstrings, is_torch_available
from .base import GenericTensor, Pipeline, build_pipeline_init_args
if is_torch_available():
from ..models.auto.modeling_auto import MODEL_FOR_SEQUENCE_CLASSIFICATION_MAPPING_NAMES
... |
image_to_image.py | src/transformers/pipelines/image_to_image.py | .py | 5,261 | # Copyright 2023 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... |
image_classification.py | src/transformers/pipelines/image_classification.py | .py | 9,880 | # Copyright 2023 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... |
audio_utils.py | src/transformers/pipelines/audio_utils.py | .py | 12,191 | # Copyright 2023 The HuggingFace Team. All rights reserved.
import datetime
import platform
import subprocess
import numpy as np
def ffmpeg_read(bpayload: bytes, sampling_rate: int) -> np.ndarray:
"""
Helper function to read an audio file through ffmpeg.
"""
ar = f"{sampling_rate}"
ac = "1"
f... |
document_question_answering.py | src/transformers/pipelines/document_question_answering.py | .py | 25,269 | # Copyright 2022 The Impira Team 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 r... |
text_generation.py | src/transformers/pipelines/text_generation.py | .py | 24,920 | import enum
from typing import Any, overload
from ..generation import GenerationConfig
from ..utils import ModelOutput, add_end_docstrings, is_torch_available
from ..utils.chat_template_utils import Chat, ChatType
from .base import Pipeline, build_pipeline_init_args
if is_torch_available():
import torch
fro... |
base.py | src/transformers/pipelines/base.py | .py | 59,155 | # Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed ... |
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