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#
# Unless required by applicabl... | transformers/src/transformers/models/videomae/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/videomae/__init__.py",
"repo_id": "transformers",
"token_count": 943
} | 352 |
# 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_mae/convert_vit_mae_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/vit_mae/convert_vit_mae_to_pytorch.py",
"repo_id": "transformers",
"token_count": 3304
} | 353 |
# coding=utf-8
# Copyright 2023 The Kakao Enterprise Authors and the HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/... | transformers/src/transformers/models/vits/configuration_vits.py/0 | {
"file_path": "transformers/src/transformers/models/vits/configuration_vits.py",
"repo_id": "transformers",
"token_count": 5431
} | 354 |
# coding=utf-8
# Copyright 2021 The Fairseq Authors and the HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/... | transformers/src/transformers/models/wav2vec2/modeling_wav2vec2.py/0 | {
"file_path": "transformers/src/transformers/models/wav2vec2/modeling_wav2vec2.py",
"repo_id": "transformers",
"token_count": 46050
} | 355 |
# 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/src/transformers/models/whisper/tokenization_whisper_fast.py/0 | {
"file_path": "transformers/src/transformers/models/whisper/tokenization_whisper_fast.py",
"repo_id": "transformers",
"token_count": 13837
} | 356 |
# 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/models/xlm/convert_xlm_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/xlm/convert_xlm_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 1106
} | 357 |
# 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/xlm_roberta_xl/configuration_xlm_roberta_xl.py/0 | {
"file_path": "transformers/src/transformers/models/xlm_roberta_xl/configuration_xlm_roberta_xl.py",
"repo_id": "transformers",
"token_count": 2941
} | 358 |
# 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/yolos/convert_yolos_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/yolos/convert_yolos_to_pytorch.py",
"repo_id": "transformers",
"token_count": 5081
} | 359 |
# 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/__init__.py/0 | {
"file_path": "transformers/src/transformers/pipelines/__init__.py",
"repo_id": "transformers",
"token_count": 21563
} | 360 |
from typing import Any, Dict, List, Union
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():
import torch
... | transformers/src/transformers/pipelines/object_detection.py/0 | {
"file_path": "transformers/src/transformers/pipelines/object_detection.py",
"repo_id": "transformers",
"token_count": 3401
} | 361 |
# 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/pytorch_utils.py/0 | {
"file_path": "transformers/src/transformers/pytorch_utils.py",
"repo_id": "transformers",
"token_count": 4640
} | 362 |
# 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/tf_utils.py/0 | {
"file_path": "transformers/src/transformers/tf_utils.py",
"repo_id": "transformers",
"token_count": 3894
} | 363 |
# This file is autogenerated by the command `make fix-copies`, do not edit.
from ..utils import DummyObject, requires_backends
class ImageProcessingMixin(metaclass=DummyObject):
_backends = ["vision"]
def __init__(self, *args, **kwargs):
requires_backends(self, ["vision"])
class ImageFeatureExtract... | transformers/src/transformers/utils/dummy_vision_objects.py/0 | {
"file_path": "transformers/src/transformers/utils/dummy_vision_objects.py",
"repo_id": "transformers",
"token_count": 5686
} | 364 |
{
"modelname": "BrandNewBERT",
"uppercase_modelname": "BRAND_NEW_BERT",
"lowercase_modelname": "brand_new_bert",
"camelcase_modelname": "BrandNewBert",
"has_slow_class": ["True", "False"],
"has_fast_class": ["True", "False"],
"slow_tokenizer_use_sentencepiece": ["True", "False"],
"authors": "The Hugging... | transformers/templates/adding_a_missing_tokenization_test/cookiecutter.json/0 | {
"file_path": "transformers/templates/adding_a_missing_tokenization_test/cookiecutter.json",
"repo_id": "transformers",
"token_count": 129
} | 365 |
# coding=utf-8
# Copyright 2022 {{cookiecutter.authors}} and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lice... | transformers/templates/adding_a_new_model/cookiecutter-template-{{cookiecutter.modelname}}/tokenization_fast_{{cookiecutter.lowercase_modelname}}.py/0 | {
"file_path": "transformers/templates/adding_a_new_model/cookiecutter-template-{{cookiecutter.modelname}}/tokenization_fast_{{cookiecutter.lowercase_modelname}}.py",
"repo_id": "transformers",
"token_count": 2997
} | 366 |
# 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/benchmark/test_benchmark.py/0 | {
"file_path": "transformers/tests/benchmark/test_benchmark.py",
"repo_id": "transformers",
"token_count": 4937
} | 367 |
{
"feature_extractor_type": "Wav2Vec2FeatureExtractor",
"processor_class": "Wav2Vec2Processor"
} | transformers/tests/fixtures/preprocessor_config.json/0 | {
"file_path": "transformers/tests/fixtures/preprocessor_config.json",
"repo_id": "transformers",
"token_count": 41
} | 368 |
# coding=utf-8
# Copyright 2022 The HuggingFace Team Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a clone of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/tests/generation/test_tf_utils.py/0 | {
"file_path": "transformers/tests/generation/test_tf_utils.py",
"repo_id": "transformers",
"token_count": 5122
} | 369 |
# 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/bart/test_modeling_bart.py/0 | {
"file_path": "transformers/tests/models/bart/test_modeling_bart.py",
"repo_id": "transformers",
"token_count": 35881
} | 370 |
# 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/biogpt/test_modeling_biogpt.py/0 | {
"file_path": "transformers/tests/models/biogpt/test_modeling_biogpt.py",
"repo_id": "transformers",
"token_count": 8749
} | 371 |
# 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/blip/test_modeling_blip.py/0 | {
"file_path": "transformers/tests/models/blip/test_modeling_blip.py",
"repo_id": "transformers",
"token_count": 24187
} | 372 |
# 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/tests/models/bros/test_modeling_bros.py/0 | {
"file_path": "transformers/tests/models/bros/test_modeling_bros.py",
"repo_id": "transformers",
"token_count": 8384
} | 373 |
# 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/tests/models/clap/test_modeling_clap.py/0 | {
"file_path": "transformers/tests/models/clap/test_modeling_clap.py",
"repo_id": "transformers",
"token_count": 13294
} | 374 |
# 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/cvt/test_modeling_cvt.py/0 | {
"file_path": "transformers/tests/models/cvt/test_modeling_cvt.py",
"repo_id": "transformers",
"token_count": 4333
} | 375 |
# 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/decision_transformer/test_modeling_decision_transformer.py/0 | {
"file_path": "transformers/tests/models/decision_transformer/test_modeling_decision_transformer.py",
"repo_id": "transformers",
"token_count": 4241
} | 376 |
# coding=utf-8
# Copyright 2020 Huggingface
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this 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 ... | transformers/tests/models/dpr/test_modeling_dpr.py/0 | {
"file_path": "transformers/tests/models/dpr/test_modeling_dpr.py",
"repo_id": "transformers",
"token_count": 5466
} | 377 |
# 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/electra/test_modeling_electra.py/0 | {
"file_path": "transformers/tests/models/electra/test_modeling_electra.py",
"repo_id": "transformers",
"token_count": 8357
} | 378 |
# Copyright 2022 Meta Platforms authors and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# U... | transformers/tests/models/flava/test_processor_flava.py/0 | {
"file_path": "transformers/tests/models/flava/test_processor_flava.py",
"repo_id": "transformers",
"token_count": 4041
} | 379 |
import unittest
from pathlib import Path
from tempfile import TemporaryDirectory
from transformers import AutoConfig, TFGPT2LMHeadModel, is_keras_nlp_available, is_tf_available
from transformers.models.gpt2.tokenization_gpt2 import GPT2Tokenizer
from transformers.testing_utils import require_keras_nlp, require_tf, slo... | transformers/tests/models/gpt2/test_tokenization_gpt2_tf.py/0 | {
"file_path": "transformers/tests/models/gpt2/test_tokenization_gpt2_tf.py",
"repo_id": "transformers",
"token_count": 2530
} | 380 |
# 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/gptj/test_modeling_tf_gptj.py/0 | {
"file_path": "transformers/tests/models/gptj/test_modeling_tf_gptj.py",
"repo_id": "transformers",
"token_count": 8856
} | 381 |
# coding=utf-8
# Copyright 2023 Microsoft Research and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/L... | transformers/tests/models/kosmos2/test_modeling_kosmos2.py/0 | {
"file_path": "transformers/tests/models/kosmos2/test_modeling_kosmos2.py",
"repo_id": "transformers",
"token_count": 15852
} | 382 |
# coding=utf-8
# Copyright 2022 The Hugging Face 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... | transformers/tests/models/markuplm/test_modeling_markuplm.py/0 | {
"file_path": "transformers/tests/models/markuplm/test_modeling_markuplm.py",
"repo_id": "transformers",
"token_count": 6144
} | 383 |
# 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/opt/test_modeling_tf_opt.py/0 | {
"file_path": "transformers/tests/models/opt/test_modeling_tf_opt.py",
"repo_id": "transformers",
"token_count": 7496
} | 384 |
# 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/tests/models/pvt/test_modeling_pvt.py/0 | {
"file_path": "transformers/tests/models/pvt/test_modeling_pvt.py",
"repo_id": "transformers",
"token_count": 5192
} | 385 |
# coding=utf-8
# 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 requir... | transformers/tests/models/roformer/test_tokenization_roformer.py/0 | {
"file_path": "transformers/tests/models/roformer/test_tokenization_roformer.py",
"repo_id": "transformers",
"token_count": 1417
} | 386 |
# 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/segformer/test_modeling_segformer.py/0 | {
"file_path": "transformers/tests/models/segformer/test_modeling_segformer.py",
"repo_id": "transformers",
"token_count": 7800
} | 387 |
# 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/swin2sr/test_image_processing_swin2sr.py/0 | {
"file_path": "transformers/tests/models/swin2sr/test_image_processing_swin2sr.py",
"repo_id": "transformers",
"token_count": 2903
} | 388 |
# 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_modeling_tvp.py/0 | {
"file_path": "transformers/tests/models/tvp/test_modeling_tvp.py",
"repo_id": "transformers",
"token_count": 4545
} | 389 |
# Copyright 2021 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/tests/models/vision_text_dual_encoder/test_processor_vision_text_dual_encoder.py/0 | {
"file_path": "transformers/tests/models/vision_text_dual_encoder/test_processor_vision_text_dual_encoder.py",
"repo_id": "transformers",
"token_count": 2796
} | 390 |
# 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/tests/models/vitdet/test_modeling_vitdet.py/0 | {
"file_path": "transformers/tests/models/vitdet/test_modeling_vitdet.py",
"repo_id": "transformers",
"token_count": 4686
} | 391 |
# 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": 6777
} | 392 |
# 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/pipelines/test_pipelines_image_classification.py/0 | {
"file_path": "transformers/tests/pipelines/test_pipelines_image_classification.py",
"repo_id": "transformers",
"token_count": 4939
} | 393 |
# 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/pipelines/test_pipelines_video_classification.py/0 | {
"file_path": "transformers/tests/pipelines/test_pipelines_video_classification.py",
"repo_id": "transformers",
"token_count": 1516
} | 394 |
import json
import os
import subprocess
import unittest
from ast import literal_eval
import pytest
from parameterized import parameterized, parameterized_class
from . import is_sagemaker_available
if is_sagemaker_available():
from sagemaker import Session, TrainingJobAnalytics
from sagemaker.huggingface imp... | transformers/tests/sagemaker/test_multi_node_data_parallel.py/0 | {
"file_path": "transformers/tests/sagemaker/test_multi_node_data_parallel.py",
"repo_id": "transformers",
"token_count": 1917
} | 395 |
# 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/test_modeling_tf_utils.py/0 | {
"file_path": "transformers/tests/test_modeling_tf_utils.py",
"repo_id": "transformers",
"token_count": 16604
} | 396 |
# coding=utf-8
# Copyright 2023 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | transformers/tests/tools/test_python_interpreter.py/0 | {
"file_path": "transformers/tests/tools/test_python_interpreter.py",
"repo_id": "transformers",
"token_count": 2013
} | 397 |
# 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/utils/test_logging.py/0 | {
"file_path": "transformers/tests/utils/test_logging.py",
"repo_id": "transformers",
"token_count": 2007
} | 398 |
# 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_dummies.py/0 | {
"file_path": "transformers/utils/check_dummies.py",
"repo_id": "transformers",
"token_count": 3337
} | 399 |
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": 1109
} | 400 |
import numpy as np
from transformers import Pipeline
def softmax(outputs):
maxes = np.max(outputs, axis=-1, keepdims=True)
shifted_exp = np.exp(outputs - maxes)
return shifted_exp / shifted_exp.sum(axis=-1, keepdims=True)
class PairClassificationPipeline(Pipeline):
def _sanitize_parameters(self, **... | transformers/utils/test_module/custom_pipeline.py/0 | {
"file_path": "transformers/utils/test_module/custom_pipeline.py",
"repo_id": "transformers",
"token_count": 453
} | 401 |
from dataclasses import dataclass
import tyro
from huggingface_hub import HfApi
@dataclass
class Args:
folder_path: str = "benchmark/trl"
path_in_repo: str = "images/benchmark"
repo_id: str = "trl-internal-testing/example-images"
repo_type: str = "dataset"
args = tyro.cli(Args)
api = HfApi()
api.u... | trl/benchmark/upload_benchmark.py/0 | {
"file_path": "trl/benchmark/upload_benchmark.py",
"repo_id": "trl",
"token_count": 200
} | 402 |
# 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
} | 403 |
# This is an example configuration file of TRL CLI, you can use it for
# SFT like that: `trl sft --config config.yaml --output_dir test-sft`
# The YAML file supports environment variables by adding an `env` field
# as below
# env:
# CUDA_VISIBLE_DEVICES: 0
model_name_or_path:
HuggingFaceM4/tiny-random-LlamaForCa... | trl/example_config.yaml/0 | {
"file_path": "trl/example_config.yaml",
"repo_id": "trl",
"token_count": 168
} | 404 |
# RLHF pipeline for the creation of StackLLaMa: a Stack exchange llama-7b model.
There were three main steps to the training process:
1. Supervised fine-tuning of the base llama-7b model to create llama-7b-se:
- `torchrun --nnodes 1 --nproc_per_node 8 examples/research_projects/stack_llama/scripts/supervised_finet... | trl/examples/research_projects/stack_llama/scripts/README.md/0 | {
"file_path": "trl/examples/research_projects/stack_llama/scripts/README.md",
"repo_id": "trl",
"token_count": 696
} | 405 |
examples:
llama:
text: There is a Llama in my lawn, how can I get rid of it?
code:
text: Write a Python function that integrates any Python function f(x) numerically over an arbitrary interval [x_start, x_end].
helicopter:
text: How many helicopters can a human eat in one sitting?
numbers:
text... | trl/examples/scripts/config/default_chat_config.yaml/0 | {
"file_path": "trl/examples/scripts/config/default_chat_config.yaml",
"repo_id": "trl",
"token_count": 152
} | 406 |
# 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_no_peft.py/0 | {
"file_path": "trl/tests/test_no_peft.py",
"repo_id": "trl",
"token_count": 2576
} | 407 |
import logging
from typing import Callable, Literal, Optional, Union
from datasets import Dataset, Value
from transformers import AutoTokenizer
from ..trainer.utils import ConstantLengthDataset
FORMAT_MAPPING = {
"chatml": [{"content": Value(dtype="string", id=None), "role": Value(dtype="string", id=None)}],
... | trl/trl/extras/dataset_formatting.py/0 | {
"file_path": "trl/trl/extras/dataset_formatting.py",
"repo_id": "trl",
"token_count": 1400
} | 408 |
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