text stringlengths 7 1.24M | id stringlengths 14 166 | metadata dict | __index_level_0__ int64 0 519 |
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# Copyright 2023 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/src/transformers/models/univnet/configuration_univnet.py/0 | {
"file_path": "transformers/src/transformers/models/univnet/configuration_univnet.py",
"repo_id": "transformers",
"token_count": 2457
} | 380 |
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/vit_msn/convert_msn_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/vit_msn/convert_msn_to_pytorch.py",
"repo_id": "transformers",
"token_count": 4263
} | 381 |
# coding=utf-8
# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/vivit/configuration_vivit.py/0 | {
"file_path": "transformers/src/transformers/models/vivit/configuration_vivit.py",
"repo_id": "transformers",
"token_count": 1920
} | 382 |
# coding=utf-8
# Copyright 2024 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/wav2vec2_bert/convert_wav2vec2_seamless_checkpoint.py/0 | {
"file_path": "transformers/src/transformers/models/wav2vec2_bert/convert_wav2vec2_seamless_checkpoint.py",
"repo_id": "transformers",
"token_count": 3156
} | 383 |
# Copyright 2022 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/src/transformers/models/whisper/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/whisper/__init__.py",
"repo_id": "transformers",
"token_count": 1613
} | 384 |
# coding=utf-8
# 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 r... | transformers/src/transformers/models/zoedepth/configuration_zoedepth.py/0 | {
"file_path": "transformers/src/transformers/models/zoedepth/configuration_zoedepth.py",
"repo_id": "transformers",
"token_count": 4805
} | 385 |
# coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/pipelines/base.py/0 | {
"file_path": "transformers/src/transformers/pipelines/base.py",
"repo_id": "transformers",
"token_count": 24397
} | 386 |
import inspect
import warnings
from typing import Dict
import numpy as np
from ..utils import ExplicitEnum, add_end_docstrings, is_tf_available, is_torch_available
from .base import GenericTensor, Pipeline, build_pipeline_init_args
if is_tf_available():
from ..models.auto.modeling_tf_auto import TF_MODEL_FOR_SE... | transformers/src/transformers/pipelines/text_classification.py/0 | {
"file_path": "transformers/src/transformers/pipelines/text_classification.py",
"repo_id": "transformers",
"token_count": 4261
} | 387 |
# Copyright 2024 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | transformers/src/transformers/quantizers/quantizer_awq.py/0 | {
"file_path": "transformers/src/transformers/quantizers/quantizer_awq.py",
"repo_id": "transformers",
"token_count": 1974
} | 388 |
# coding=utf-8
# Copyright 2023 The HuggingFace Inc. team.
# Copyright 2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# ht... | transformers/src/transformers/time_series_utils.py/0 | {
"file_path": "transformers/src/transformers/time_series_utils.py",
"repo_id": "transformers",
"token_count": 2917
} | 389 |
IMAGENET_DEFAULT_MEAN = [0.485, 0.456, 0.406]
IMAGENET_DEFAULT_STD = [0.229, 0.224, 0.225]
IMAGENET_STANDARD_MEAN = [0.5, 0.5, 0.5]
IMAGENET_STANDARD_STD = [0.5, 0.5, 0.5]
OPENAI_CLIP_MEAN = [0.48145466, 0.4578275, 0.40821073]
OPENAI_CLIP_STD = [0.26862954, 0.26130258, 0.27577711]
| transformers/src/transformers/utils/constants.py/0 | {
"file_path": "transformers/src/transformers/utils/constants.py",
"repo_id": "transformers",
"token_count": 162
} | 390 |
# This file is autogenerated by the command `make fix-copies`, do not edit.
from ..utils import DummyObject, requires_backends
class BaseImageProcessorFast(metaclass=DummyObject):
_backends = ["torchvision"]
def __init__(self, *args, **kwargs):
requires_backends(self, ["torchvision"])
class ViTImag... | transformers/src/transformers/utils/dummy_torchvision_objects.py/0 | {
"file_path": "transformers/src/transformers/utils/dummy_torchvision_objects.py",
"repo_id": "transformers",
"token_count": 175
} | 391 |
# coding=utf-8
# Copyright 2022 {{cookiecutter.authors}}. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless re... | transformers/templates/adding_a_missing_tokenization_test/cookiecutter-template-{{cookiecutter.modelname}}/test_tokenization_{{cookiecutter.lowercase_modelname}}.py/0 | {
"file_path": "transformers/templates/adding_a_missing_tokenization_test/cookiecutter-template-{{cookiecutter.modelname}}/test_tokenization_{{cookiecutter.lowercase_modelname}}.py",
"repo_id": "transformers",
"token_count": 1016
} | 392 |
# coding=utf-8
# Copyright 2024 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | transformers/tests/agents/test_python_interpreter.py/0 | {
"file_path": "transformers/tests/agents/test_python_interpreter.py",
"repo_id": "transformers",
"token_count": 12009
} | 393 |
{
"add_copied_from": true,
"old_model_type": "distilbert",
"new_model_patterns": {
"model_name": "BERT New",
"checkpoint": "huggingface/bert-new-base",
"model_type": "bert-new",
"model_lower_cased": "bert_new",
"model_camel_cased": "BertNew",
"model_upper_case... | transformers/tests/fixtures/add_distilbert_like_config.json/0 | {
"file_path": "transformers/tests/fixtures/add_distilbert_like_config.json",
"repo_id": "transformers",
"token_count": 266
} | 394 |
# Copyright 2021 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/tests/generation/test_flax_utils.py/0 | {
"file_path": "transformers/tests/generation/test_flax_utils.py",
"repo_id": "transformers",
"token_count": 5082
} | 395 |
# coding=utf-8
# Copyright 2021 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/tests/models/beit/test_modeling_beit.py/0 | {
"file_path": "transformers/tests/models/beit/test_modeling_beit.py",
"repo_id": "transformers",
"token_count": 10138
} | 396 |
# coding=utf-8
# Copyright 2021, The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... | transformers/tests/models/blenderbot_small/test_modeling_blenderbot_small.py/0 | {
"file_path": "transformers/tests/models/blenderbot_small/test_modeling_blenderbot_small.py",
"repo_id": "transformers",
"token_count": 9804
} | 397 |
# Copyright 2023 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/tests/models/bloom/test_modeling_flax_bloom.py/0 | {
"file_path": "transformers/tests/models/bloom/test_modeling_flax_bloom.py",
"repo_id": "transformers",
"token_count": 4307
} | 398 |
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/tests/models/cohere/test_modeling_cohere.py/0 | {
"file_path": "transformers/tests/models/cohere/test_modeling_cohere.py",
"repo_id": "transformers",
"token_count": 7168
} | 399 |
# coding=utf-8
# Copyright 2018 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... | transformers/tests/models/cpm/test_tokenization_cpm.py/0 | {
"file_path": "transformers/tests/models/cpm/test_tokenization_cpm.py",
"repo_id": "transformers",
"token_count": 733
} | 400 |
# coding=utf-8
# Copyright 2022 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | transformers/tests/models/dpt/test_image_processing_dpt.py/0 | {
"file_path": "transformers/tests/models/dpt/test_image_processing_dpt.py",
"repo_id": "transformers",
"token_count": 2122
} | 401 |
# coding=utf-8
# 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 requir... | transformers/tests/models/fsmt/test_tokenization_fsmt.py/0 | {
"file_path": "transformers/tests/models/fsmt/test_tokenization_fsmt.py",
"repo_id": "transformers",
"token_count": 2974
} | 402 |
# coding=utf-8
# Copyright 2022 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless requir... | transformers/tests/models/git/test_modeling_git.py/0 | {
"file_path": "transformers/tests/models/git/test_modeling_git.py",
"repo_id": "transformers",
"token_count": 9543
} | 403 |
# Copyright 2024 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/tests/models/grounding_dino/test_processor_grounding_dino.py/0 | {
"file_path": "transformers/tests/models/grounding_dino/test_processor_grounding_dino.py",
"repo_id": "transformers",
"token_count": 4638
} | 404 |
# coding=utf-8
# 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 r... | transformers/tests/models/instructblipvideo/test_modeling_instructblipvideo.py/0 | {
"file_path": "transformers/tests/models/instructblipvideo/test_modeling_instructblipvideo.py",
"repo_id": "transformers",
"token_count": 10269
} | 405 |
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/tests/models/levit/test_modeling_levit.py/0 | {
"file_path": "transformers/tests/models/levit/test_modeling_levit.py",
"repo_id": "transformers",
"token_count": 7146
} | 406 |
# coding=utf-8
# 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 r... | transformers/tests/models/llava_next_video/test_modeling_llava_next_video.py/0 | {
"file_path": "transformers/tests/models/llava_next_video/test_modeling_llava_next_video.py",
"repo_id": "transformers",
"token_count": 9806
} | 407 |
# coding=utf-8
# Copyright 2021 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/tests/models/m2m_100/test_modeling_m2m_100.py/0 | {
"file_path": "transformers/tests/models/m2m_100/test_modeling_m2m_100.py",
"repo_id": "transformers",
"token_count": 8709
} | 408 |
# Copyright 2024 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/tests/models/musicgen_melody/test_processor_musicgen_melody.py/0 | {
"file_path": "transformers/tests/models/musicgen_melody/test_processor_musicgen_melody.py",
"repo_id": "transformers",
"token_count": 2636
} | 409 |
# coding=utf-8
# 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 r... | transformers/tests/models/olmo/test_modeling_olmo.py/0 | {
"file_path": "transformers/tests/models/olmo/test_modeling_olmo.py",
"repo_id": "transformers",
"token_count": 8669
} | 410 |
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/tests/models/pegasus_x/test_modeling_pegasus_x.py/0 | {
"file_path": "transformers/tests/models/pegasus_x/test_modeling_pegasus_x.py",
"repo_id": "transformers",
"token_count": 16604
} | 411 |
from __future__ import annotations
import json
import os
import shutil
import tempfile
import unittest
from unittest.mock import patch
import numpy as np
from transformers import BartTokenizer
from transformers.models.bert.tokenization_bert import VOCAB_FILES_NAMES as DPR_VOCAB_FILES_NAMES
from transformers.models.d... | transformers/tests/models/rag/test_modeling_tf_rag.py/0 | {
"file_path": "transformers/tests/models/rag/test_modeling_tf_rag.py",
"repo_id": "transformers",
"token_count": 19806
} | 412 |
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/tests/models/speecht5/test_modeling_speecht5.py/0 | {
"file_path": "transformers/tests/models/speecht5/test_modeling_speecht5.py",
"repo_id": "transformers",
"token_count": 36285
} | 413 |
# coding=utf-8
# Copyright 2023 The Intel Team Authors, The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/... | transformers/tests/models/tvp/test_image_processing_tvp.py/0 | {
"file_path": "transformers/tests/models/tvp/test_image_processing_tvp.py",
"repo_id": "transformers",
"token_count": 5480
} | 414 |
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/tests/models/upernet/test_modeling_upernet.py/0 | {
"file_path": "transformers/tests/models/upernet/test_modeling_upernet.py",
"repo_id": "transformers",
"token_count": 5303
} | 415 |
# coding=utf-8
# Copyright 2021 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/tests/models/wav2vec2/test_modeling_tf_wav2vec2.py/0 | {
"file_path": "transformers/tests/models/wav2vec2/test_modeling_tf_wav2vec2.py",
"repo_id": "transformers",
"token_count": 17509
} | 416 |
# coding=utf-8
# Copyright 2022 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | transformers/tests/models/whisper/test_feature_extraction_whisper.py/0 | {
"file_path": "transformers/tests/models/whisper/test_feature_extraction_whisper.py",
"repo_id": "transformers",
"token_count": 6468
} | 417 |
# coding=utf-8
# 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 requir... | transformers/tests/models/xlm/test_tokenization_xlm.py/0 | {
"file_path": "transformers/tests/models/xlm/test_tokenization_xlm.py",
"repo_id": "transformers",
"token_count": 1536
} | 418 |
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/tests/models/yolos/test_modeling_yolos.py/0 | {
"file_path": "transformers/tests/models/yolos/test_modeling_yolos.py",
"repo_id": "transformers",
"token_count": 6792
} | 419 |
# Copyright 2020 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/tests/pipelines/test_pipelines_token_classification.py/0 | {
"file_path": "transformers/tests/pipelines/test_pipelines_token_classification.py",
"repo_id": "transformers",
"token_count": 20561
} | 420 |
# coding=utf-8
# Copyright 2023 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/tests/repo_utils/test_get_test_info.py/0 | {
"file_path": "transformers/tests/repo_utils/test_get_test_info.py",
"repo_id": "transformers",
"token_count": 2131
} | 421 |
# coding=utf-8
# Copyright 2021 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | transformers/tests/test_feature_extraction_common.py/0 | {
"file_path": "transformers/tests/test_feature_extraction_common.py",
"repo_id": "transformers",
"token_count": 828
} | 422 |
# Copyright 2020 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/tests/trainer/test_trainer_callback.py/0 | {
"file_path": "transformers/tests/trainer/test_trainer_callback.py",
"repo_id": "transformers",
"token_count": 7411
} | 423 |
# Copyright 2024 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/tests/utils/test_deprecation.py/0 | {
"file_path": "transformers/tests/utils/test_deprecation.py",
"repo_id": "transformers",
"token_count": 3046
} | 424 |
# coding=utf-8
# Copyright 2019 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | transformers/tests/utils/test_modeling_tf_utils.py/0 | {
"file_path": "transformers/tests/utils/test_modeling_tf_utils.py",
"repo_id": "transformers",
"token_count": 18292
} | 425 |
# coding=utf-8
# Copyright 2020 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/utils/check_inits.py/0 | {
"file_path": "transformers/utils/check_inits.py",
"repo_id": "transformers",
"token_count": 6563
} | 426 |
import os
import zipfile
import requests
from get_ci_error_statistics import download_artifact, get_artifacts_links
def get_daily_ci_runs(token, num_runs=7):
"""Get the workflow runs of the scheduled (daily) CI.
This only selects the runs triggered by the `schedule` event on the `main` branch.
"""
h... | transformers/utils/get_previous_daily_ci.py/0 | {
"file_path": "transformers/utils/get_previous_daily_ci.py",
"repo_id": "transformers",
"token_count": 1188
} | 427 |
# Copyright 2024 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/utils/split_doctest_jobs.py/0 | {
"file_path": "transformers/utils/split_doctest_jobs.py",
"repo_id": "transformers",
"token_count": 1208
} | 428 |
import argparse
import math
import os
import shlex
import subprocess
import uuid
from distutils.util import strtobool
import requests
def parse_args():
# fmt: off
parser = argparse.ArgumentParser()
parser.add_argument("--command", type=str, default="",
help="the command to run")
parser.add_ar... | trl/benchmark/benchmark.py/0 | {
"file_path": "trl/benchmark/benchmark.py",
"repo_id": "trl",
"token_count": 2824
} | 429 |
# Iterative Trainer
Iterative fine-tuning is a training method that enables to perform custom actions (generation and filtering for example) between optimization steps. In TRL we provide an easy-to-use API to fine-tune your models in an iterative way in just a few lines of code.
## Usage
To get started quickly, inst... | trl/docs/source/iterative_sft_trainer.mdx/0 | {
"file_path": "trl/docs/source/iterative_sft_trainer.mdx",
"repo_id": "trl",
"token_count": 389
} | 430 |
# Supervised Fine-tuning Trainer
Supervised fine-tuning (or SFT for short) is a crucial step in RLHF. In TRL we provide an easy-to-use API to create your SFT models and train them with few lines of code on your dataset.
Check out a complete flexible example at [`examples/scripts/sft.py`](https://github.com/huggingfac... | trl/docs/source/sft_trainer.mdx/0 | {
"file_path": "trl/docs/source/sft_trainer.mdx",
"repo_id": "trl",
"token_count": 10776
} | 431 |
from dataclasses import dataclass, field
from typing import Optional
from datasets import load_dataset
from transformers import AutoTokenizer, HfArgumentParser
"""
python -i examples/datasets/tokenize_ds.py --debug --model HuggingFaceH4/zephyr-7b-beta
python -i examples/datasets/tokenize_ds.py --debug --model gpt2
"... | trl/examples/datasets/tokenize_ds.py/0 | {
"file_path": "trl/examples/datasets/tokenize_ds.py",
"repo_id": "trl",
"token_count": 617
} | 432 |
# 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... | trl/examples/research_projects/tools/calculator.py/0 | {
"file_path": "trl/examples/research_projects/tools/calculator.py",
"repo_id": "trl",
"token_count": 1433
} | 433 |
# 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... | trl/examples/scripts/kto.py/0 | {
"file_path": "trl/examples/scripts/kto.py",
"repo_id": "trl",
"token_count": 1592
} | 434 |
[metadata]
license_file = LICENSE | trl/setup.cfg/0 | {
"file_path": "trl/setup.cfg",
"repo_id": "trl",
"token_count": 10
} | 435 |
# 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... | trl/tests/test_dpo_trainer.py/0 | {
"file_path": "trl/tests/test_dpo_trainer.py",
"repo_id": "trl",
"token_count": 23552
} | 436 |
# 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... | trl/tests/test_sft_trainer.py/0 | {
"file_path": "trl/tests/test_sft_trainer.py",
"repo_id": "trl",
"token_count": 27810
} | 437 |
# Copyright 2022 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | trl/trl/import_utils.py/0 | {
"file_path": "trl/trl/import_utils.py",
"repo_id": "trl",
"token_count": 2419
} | 438 |
import os
from dataclasses import dataclass
from ..trainer.utils import OnPolicyConfig
@dataclass
class PPOv2Config(OnPolicyConfig):
exp_name: str = os.path.basename(__file__)[: -len(".py")]
"""the name of this experiment"""
reward_model_path: str = "EleutherAI/pythia-160m"
"""the path to the reward ... | trl/trl/trainer/ppov2_config.py/0 | {
"file_path": "trl/trl/trainer/ppov2_config.py",
"repo_id": "trl",
"token_count": 317
} | 439 |
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