text stringlengths 7 318k | id stringlengths 14 166 | metadata dict | __index_level_0__ int64 0 439 |
|---|---|---|---|
# coding=utf-8
# Copyright 2018 The Microsoft Research Asia LayoutLM Team Authors and 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/... | transformers/src/transformers/models/layoutlm/modeling_layoutlm.py/0 | {
"file_path": "transformers/src/transformers/models/layoutlm/modeling_layoutlm.py",
"repo_id": "transformers",
"token_count": 26057
} | 318 |
# coding=utf-8
# Copyright 2022 Microsoft Research and 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... | transformers/src/transformers/models/layoutlmv3/modeling_layoutlmv3.py/0 | {
"file_path": "transformers/src/transformers/models/layoutlmv3/modeling_layoutlmv3.py",
"repo_id": "transformers",
"token_count": 26176
} | 319 |
# coding=utf-8
# Copyright 2022 Meta Platforms, Inc. 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/levit/configuration_levit.py/0 | {
"file_path": "transformers/src/transformers/models/levit/configuration_levit.py",
"repo_id": "transformers",
"token_count": 2270
} | 320 |
# coding=utf-8
# Copyright 2023 Microsoft Research & University of Wisconsin-Madison 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
#
# ... | transformers/src/transformers/models/llava/configuration_llava.py/0 | {
"file_path": "transformers/src/transformers/models/llava/configuration_llava.py",
"repo_id": "transformers",
"token_count": 2085
} | 321 |
# 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/LICENSE-2.0
#
#... | transformers/src/transformers/models/m2m_100/tokenization_m2m_100.py/0 | {
"file_path": "transformers/src/transformers/models/m2m_100/tokenization_m2m_100.py",
"repo_id": "transformers",
"token_count": 7599
} | 322 |
####################################################################################################
# Copyright (c) 2021-, NVIDIA CORPORATION. All 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... | transformers/src/transformers/models/megatron_bert/convert_megatron_bert_checkpoint.py/0 | {
"file_path": "transformers/src/transformers/models/megatron_bert/convert_megatron_bert_checkpoint.py",
"repo_id": "transformers",
"token_count": 5187
} | 323 |
# coding=utf-8
# Copyright 2023 University of Wisconsin-Madison 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.o... | transformers/src/transformers/models/mra/modeling_mra.py/0 | {
"file_path": "transformers/src/transformers/models/mra/modeling_mra.py",
"repo_id": "transformers",
"token_count": 26093
} | 324 |
# 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/nat/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/nat/__init__.py",
"repo_id": "transformers",
"token_count": 657
} | 325 |
# 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/src/transformers/models/nougat/processing_nougat.py/0 | {
"file_path": "transformers/src/transformers/models/nougat/processing_nougat.py",
"repo_id": "transformers",
"token_count": 2932
} | 326 |
# coding=utf-8
# Copyright 2018 The OpenAI Team Authors and HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All 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... | transformers/src/transformers/models/openai/modeling_tf_openai.py/0 | {
"file_path": "transformers/src/transformers/models/openai/modeling_tf_openai.py",
"repo_id": "transformers",
"token_count": 17626
} | 327 |
# 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/owlvit/configuration_owlvit.py/0 | {
"file_path": "transformers/src/transformers/models/owlvit/configuration_owlvit.py",
"repo_id": "transformers",
"token_count": 6648
} | 328 |
# 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... | transformers/src/transformers/models/persimmon/convert_persimmon_weights_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/persimmon/convert_persimmon_weights_to_hf.py",
"repo_id": "transformers",
"token_count": 1749
} | 329 |
# 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/plbart/convert_plbart_original_checkpoint_to_torch.py/0 | {
"file_path": "transformers/src/transformers/models/plbart/convert_plbart_original_checkpoint_to_torch.py",
"repo_id": "transformers",
"token_count": 1325
} | 330 |
# coding=utf-8
# 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
#
# http://www.apache.org/... | transformers/src/transformers/models/qwen2/tokenization_qwen2.py/0 | {
"file_path": "transformers/src/transformers/models/qwen2/tokenization_qwen2.py",
"repo_id": "transformers",
"token_count": 6208
} | 331 |
# 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/src/transformers/models/reformer/convert_reformer_trax_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/reformer/convert_reformer_trax_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 3213
} | 332 |
# coding=utf-8
# Copyright The HuggingFace 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/LICE... | transformers/src/transformers/models/rembert/tokenization_rembert.py/0 | {
"file_path": "transformers/src/transformers/models/rembert/tokenization_rembert.py",
"repo_id": "transformers",
"token_count": 4632
} | 333 |
# 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/roberta_prelayernorm/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/roberta_prelayernorm/__init__.py",
"repo_id": "transformers",
"token_count": 2258
} | 334 |
# coding=utf-8
# Copyright 2022 NVIDIA 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
#
# U... | transformers/src/transformers/models/segformer/modeling_tf_segformer.py/0 | {
"file_path": "transformers/src/transformers/models/segformer/modeling_tf_segformer.py",
"repo_id": "transformers",
"token_count": 19147
} | 335 |
# coding=utf-8
# Copyright 2021 Tel AViv University, AllenAI 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/splinter/tokenization_splinter_fast.py/0 | {
"file_path": "transformers/src/transformers/models/splinter/tokenization_splinter_fast.py",
"repo_id": "transformers",
"token_count": 3965
} | 336 |
# 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/swin2sr/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/swin2sr/__init__.py",
"repo_id": "transformers",
"token_count": 863
} | 337 |
# 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/src/transformers/models/tapas/convert_tapas_original_tf_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/tapas/convert_tapas_original_tf_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 1935
} | 338 |
# coding=utf-8
# Copyright 2021 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/trocr/convert_trocr_unilm_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/trocr/convert_trocr_unilm_to_pytorch.py",
"repo_id": "transformers",
"token_count": 4295
} | 339 |
# coding=utf-8
# Copyright 2023 Google LLC 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... | transformers/src/transformers/models/umt5/convert_umt5_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/umt5/convert_umt5_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 5299
} | 340 |
# coding=utf-8
# Copyright 2022 NAVER AI Labs 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/LICENS... | transformers/src/transformers/models/vilt/modeling_vilt.py/0 | {
"file_path": "transformers/src/transformers/models/vilt/modeling_vilt.py",
"repo_id": "transformers",
"token_count": 27525
} | 341 |
# 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_hybrid/convert_vit_hybrid_timm_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/vit_hybrid/convert_vit_hybrid_timm_to_pytorch.py",
"repo_id": "transformers",
"token_count": 5670
} | 342 |
# 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/vitmatte/configuration_vitmatte.py/0 | {
"file_path": "transformers/src/transformers/models/vitmatte/configuration_vitmatte.py",
"repo_id": "transformers",
"token_count": 2165
} | 343 |
# coding=utf-8
# Copyright 2021 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/convert_wav2vec2_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/wav2vec2/convert_wav2vec2_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 6600
} | 344 |
# coding=utf-8
# Copyright 2022 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_conformer/modeling_wav2vec2_conformer.py/0 | {
"file_path": "transformers/src/transformers/models/wav2vec2_conformer/modeling_wav2vec2_conformer.py",
"repo_id": "transformers",
"token_count": 40665
} | 345 |
# coding=utf-8
# Copyright 2022 The OpenAI 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/L... | transformers/src/transformers/models/whisper/modeling_flax_whisper.py/0 | {
"file_path": "transformers/src/transformers/models/whisper/modeling_flax_whisper.py",
"repo_id": "transformers",
"token_count": 32247
} | 346 |
# coding=utf-8
# Copyright 2021 The Fairseq 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/LICE... | transformers/src/transformers/models/xglm/modeling_xglm.py/0 | {
"file_path": "transformers/src/transformers/models/xglm/modeling_xglm.py",
"repo_id": "transformers",
"token_count": 17039
} | 347 |
# coding=utf-8
# Copyright 2023 The Meta AI Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All 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 Li... | transformers/src/transformers/models/xmod/configuration_xmod.py/0 | {
"file_path": "transformers/src/transformers/models/xmod/configuration_xmod.py",
"repo_id": "transformers",
"token_count": 3839
} | 348 |
# 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/src/transformers/onnx/convert.py/0 | {
"file_path": "transformers/src/transformers/onnx/convert.py",
"repo_id": "transformers",
"token_count": 7864
} | 349 |
from typing import Any, Dict, List, Union
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
... | transformers/src/transformers/pipelines/image_segmentation.py/0 | {
"file_path": "transformers/src/transformers/pipelines/image_segmentation.py",
"repo_id": "transformers",
"token_count": 3828
} | 350 |
import inspect
from typing import List, Union
import numpy as np
from ..tokenization_utils import TruncationStrategy
from ..utils import add_end_docstrings, logging
from .base import ArgumentHandler, ChunkPipeline, build_pipeline_init_args
logger = logging.get_logger(__name__)
class ZeroShotClassificationArgument... | transformers/src/transformers/pipelines/zero_shot_classification.py/0 | {
"file_path": "transformers/src/transformers/pipelines/zero_shot_classification.py",
"repo_id": "transformers",
"token_count": 5051
} | 351 |
# 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/src/transformers/sagemaker/training_args_sm.py/0 | {
"file_path": "transformers/src/transformers/sagemaker/training_args_sm.py",
"repo_id": "transformers",
"token_count": 2130
} | 352 |
#!/usr/bin/env python
# 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/L... | transformers/src/transformers/tools/prompts.py/0 | {
"file_path": "transformers/src/transformers/tools/prompts.py",
"repo_id": "transformers",
"token_count": 541
} | 353 |
#!/usr/bin/env python
# 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/L... | transformers/src/transformers/utils/__init__.py/0 | {
"file_path": "transformers/src/transformers/utils/__init__.py",
"repo_id": "transformers",
"token_count": 3201
} | 354 |
# This file is autogenerated by the command `make fix-copies`, do not edit.
from ..utils import DummyObject, requires_backends
class AlbertTokenizerFast(metaclass=DummyObject):
_backends = ["tokenizers"]
def __init__(self, *args, **kwargs):
requires_backends(self, ["tokenizers"])
class BartTokenize... | transformers/src/transformers/utils/dummy_tokenizers_objects.py/0 | {
"file_path": "transformers/src/transformers/utils/dummy_tokenizers_objects.py",
"repo_id": "transformers",
"token_count": 4238
} | 355 |
# 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
} | 356 |
## 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 ... | transformers/templates/adding_a_new_model/cookiecutter-template-{{cookiecutter.modelname}}/to_replace_{{cookiecutter.lowercase_modelname}}.py/0 | {
"file_path": "transformers/templates/adding_a_new_model/cookiecutter-template-{{cookiecutter.modelname}}/to_replace_{{cookiecutter.lowercase_modelname}}.py",
"repo_id": "transformers",
"token_count": 7744
} | 357 |
# 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": 7612
} | 358 |
# 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": 35938
} | 359 |
# 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": 8732
} | 360 |
# 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": 23968
} | 361 |
# 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
} | 362 |
# 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": 13255
} | 363 |
# 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/data2vec/test_modeling_data2vec_audio.py/0 | {
"file_path": "transformers/tests/models/data2vec/test_modeling_data2vec_audio.py",
"repo_id": "transformers",
"token_count": 13305
} | 364 |
# 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/deformable_detr/test_modeling_deformable_detr.py/0 | {
"file_path": "transformers/tests/models/deformable_detr/test_modeling_deformable_detr.py",
"repo_id": "transformers",
"token_count": 14133
} | 365 |
# 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/dinov2/test_modeling_dinov2.py/0 | {
"file_path": "transformers/tests/models/dinov2/test_modeling_dinov2.py",
"repo_id": "transformers",
"token_count": 5085
} | 366 |
# 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/esm/test_modeling_tf_esm.py/0 | {
"file_path": "transformers/tests/models/esm/test_modeling_tf_esm.py",
"repo_id": "transformers",
"token_count": 5430
} | 367 |
# 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/gpt_neox/test_modeling_gpt_neox.py/0 | {
"file_path": "transformers/tests/models/gpt_neox/test_modeling_gpt_neox.py",
"repo_id": "transformers",
"token_count": 7007
} | 368 |
# 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/groupvit/test_modeling_groupvit.py/0 | {
"file_path": "transformers/tests/models/groupvit/test_modeling_groupvit.py",
"repo_id": "transformers",
"token_count": 12757
} | 369 |
# 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/models/led/test_tokenization_led.py/0 | {
"file_path": "transformers/tests/models/led/test_tokenization_led.py",
"repo_id": "transformers",
"token_count": 3789
} | 370 |
# 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/marian/test_modeling_tf_marian.py/0 | {
"file_path": "transformers/tests/models/marian/test_modeling_tf_marian.py",
"repo_id": "transformers",
"token_count": 5072
} | 371 |
# 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/mbart/test_modeling_mbart.py/0 | {
"file_path": "transformers/tests/models/mbart/test_modeling_mbart.py",
"repo_id": "transformers",
"token_count": 13301
} | 372 |
# 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/mistral/test_modeling_flax_mistral.py/0 | {
"file_path": "transformers/tests/models/mistral/test_modeling_flax_mistral.py",
"repo_id": "transformers",
"token_count": 4641
} | 373 |
# 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/models/mt5/test_modeling_mt5.py/0 | {
"file_path": "transformers/tests/models/mt5/test_modeling_mt5.py",
"repo_id": "transformers",
"token_count": 21202
} | 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/opt/test_modeling_tf_opt.py/0 | {
"file_path": "transformers/tests/models/opt/test_modeling_tf_opt.py",
"repo_id": "transformers",
"token_count": 7496
} | 375 |
# 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": 5178
} | 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/reformer/test_modeling_reformer.py/0 | {
"file_path": "transformers/tests/models/reformer/test_modeling_reformer.py",
"repo_id": "transformers",
"token_count": 26931
} | 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/roberta/test_modeling_roberta.py/0 | {
"file_path": "transformers/tests/models/roberta/test_modeling_roberta.py",
"repo_id": "transformers",
"token_count": 10516
} | 378 |
# coding=utf-8
# 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 requir... | transformers/tests/models/rwkv/test_modeling_rwkv.py/0 | {
"file_path": "transformers/tests/models/rwkv/test_modeling_rwkv.py",
"repo_id": "transformers",
"token_count": 8254
} | 379 |
# 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/table_transformer/test_modeling_table_transformer.py/0 | {
"file_path": "transformers/tests/models/table_transformer/test_modeling_table_transformer.py",
"repo_id": "transformers",
"token_count": 10593
} | 380 |
# 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/tvlt/test_modeling_tvlt.py/0 | {
"file_path": "transformers/tests/models/tvlt/test_modeling_tvlt.py",
"repo_id": "transformers",
"token_count": 11461
} | 381 |
# 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
} | 382 |
# 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
} | 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/yolos/test_modeling_yolos.py/0 | {
"file_path": "transformers/tests/models/yolos/test_modeling_yolos.py",
"repo_id": "transformers",
"token_count": 6759
} | 384 |
# 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
} | 385 |
# 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/tests/pipelines/test_pipelines_visual_question_answering.py/0 | {
"file_path": "transformers/tests/pipelines/test_pipelines_visual_question_answering.py",
"repo_id": "transformers",
"token_count": 2897
} | 386 |
# 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
} | 387 |
# 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_configuration_common.py/0 | {
"file_path": "transformers/tests/test_configuration_common.py",
"repo_id": "transformers",
"token_count": 2863
} | 388 |
# 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_tokenization_common.py/0 | {
"file_path": "transformers/tests/test_tokenization_common.py",
"repo_id": "transformers",
"token_count": 106722
} | 389 |
# 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_text_to_speech.py/0 | {
"file_path": "transformers/tests/tools/test_text_to_speech.py",
"repo_id": "transformers",
"token_count": 745
} | 390 |
# 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/utils/test_backbone_utils.py/0 | {
"file_path": "transformers/tests/utils/test_backbone_utils.py",
"repo_id": "transformers",
"token_count": 3852
} | 391 |
# coding=utf-8
# Copyright 2019-present, the HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by a... | transformers/tests/utils/test_skip_decorators.py/0 | {
"file_path": "transformers/tests/utils/test_skip_decorators.py",
"repo_id": "transformers",
"token_count": 1214
} | 392 |
# 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/utils/check_support_list.py/0 | {
"file_path": "transformers/utils/check_support_list.py",
"repo_id": "transformers",
"token_count": 1443
} | 393 |
import argparse
import os
past_versions_testing = {
"pytorch": {
"1.13": {
"torch": "1.13.1",
"torchvision": "0.14.1",
"torchaudio": "0.13.1",
"python": 3.9,
"cuda": "cu116",
"install": (
"python3 -m pip install --no-c... | transformers/utils/past_ci_versions.py/0 | {
"file_path": "transformers/utils/past_ci_versions.py",
"repo_id": "transformers",
"token_count": 2774
} | 394 |
{
"opsets": {
"1": [
"Abs",
"Add",
"AddV2",
"ArgMax",
"ArgMin",
"AvgPool",
"AvgPool3D",
"BatchMatMul",
"BatchMatMulV2",
"BatchToSpaceND",
"BiasAdd",
"BiasAddV1",
... | transformers/utils/tf_ops/onnx.json/0 | {
"file_path": "transformers/utils/tf_ops/onnx.json",
"repo_id": "transformers",
"token_count": 4081
} | 395 |
# pip install openrlbenchmark==0.2.1a5
# see https://github.com/openrlbenchmark/openrlbenchmark#get-started for documentation
echo "we deal with $TAGS_STRING"
python -m openrlbenchmark.rlops_multi_metrics \
--filters '?we=huggingface&wpn=trl&xaxis=_step&ceik=trl_ppo_trainer_config.value.reward_model&cen=trl_ppo_tr... | trl/benchmark/benchmark_level1_plot.sh/0 | {
"file_path": "trl/benchmark/benchmark_level1_plot.sh",
"repo_id": "trl",
"token_count": 927
} | 396 |
# Training customization
TRL is designed with modularity in mind so that users to be able to efficiently customize the training loop for their needs. Below are some examples on how you can apply and test different techniques.
## Train on multiple GPUs / nodes
The trainers in TRL use 🤗 Accelerate to enable distribut... | trl/docs/source/customization.mdx/0 | {
"file_path": "trl/docs/source/customization.mdx",
"repo_id": "trl",
"token_count": 2835
} | 397 |
# Reward Modeling
TRL supports custom reward modeling for anyone to perform reward modeling on their dataset and model.
Check out a complete flexible example at [`examples/scripts/reward_modeling.py`](https://github.com/huggingface/trl/tree/main/examples/scripts/reward_modeling.py).
## Expected dataset format
The [... | trl/docs/source/reward_trainer.mdx/0 | {
"file_path": "trl/docs/source/reward_trainer.mdx",
"repo_id": "trl",
"token_count": 877
} | 398 |
<jupyter_start><jupyter_text>Tune GPT2 to generate controlled sentiment reviews> Optimise GPT2 to produce IMDB movie reviews with controlled sentiment using a BERT sentiment classifier for rewards.**WARNING:** We often experienced loss spikes in this examples which caused model training to fail or slow down. There is a... | trl/examples/notebooks/gpt2-sentiment-control.ipynb/0 | {
"file_path": "trl/examples/notebooks/gpt2-sentiment-control.ipynb",
"repo_id": "trl",
"token_count": 4606
} | 399 |
import argparse
import csv
import evaluate
import numpy as np
import torch
from datasets import load_dataset
from tqdm import tqdm
from transformers import AutoModelForCausalLM, AutoTokenizer
from trl.import_utils import is_npu_available, is_xpu_available
toxicity = evaluate.load("ybelkada/toxicity", "DaNLP/da-elec... | trl/examples/research_projects/toxicity/scripts/evaluate-toxicity.py/0 | {
"file_path": "trl/examples/research_projects/toxicity/scripts/evaluate-toxicity.py",
"repo_id": "trl",
"token_count": 2056
} | 400 |
# 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/tests/test_ppo_trainer.py/0 | {
"file_path": "trl/tests/test_ppo_trainer.py",
"repo_id": "trl",
"token_count": 22494
} | 401 |
# 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/models/modeling_value_head.py/0 | {
"file_path": "trl/trl/models/modeling_value_head.py",
"repo_id": "trl",
"token_count": 7984
} | 402 |
<!--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 applicable law or agreed... | accelerate/docs/source/usage_guides/big_modeling.md/0 | {
"file_path": "accelerate/docs/source/usage_guides/big_modeling.md",
"repo_id": "accelerate",
"token_count": 1765
} | 0 |
<!--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 applicable law or agreed... | accelerate/docs/source/usage_guides/training_zoo.md/0 | {
"file_path": "accelerate/docs/source/usage_guides/training_zoo.md",
"repo_id": "accelerate",
"token_count": 5980
} | 1 |
# 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... | accelerate/examples/complete_nlp_example.py/0 | {
"file_path": "accelerate/examples/complete_nlp_example.py",
"repo_id": "accelerate",
"token_count": 5053
} | 2 |
# 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... | accelerate/manim_animations/big_model_inference/stage_5.py/0 | {
"file_path": "accelerate/manim_animations/big_model_inference/stage_5.py",
"repo_id": "accelerate",
"token_count": 4175
} | 3 |
#!/usr/bin/env python
# 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
#
# Unles... | accelerate/src/accelerate/commands/config/sagemaker.py/0 | {
"file_path": "accelerate/src/accelerate/commands/config/sagemaker.py",
"repo_id": "accelerate",
"token_count": 4784
} | 4 |
# 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... | accelerate/src/accelerate/local_sgd.py/0 | {
"file_path": "accelerate/src/accelerate/local_sgd.py",
"repo_id": "accelerate",
"token_count": 1485
} | 5 |
# Test file to ensure that in general certain situational setups for notebooks work.
import os
from pytest import raises
from accelerate import PartialState, notebook_launcher
from accelerate.test_utils import require_bnb
from accelerate.utils import is_bnb_available
def basic_function():
# Just prints the Part... | accelerate/src/accelerate/test_utils/scripts/test_notebook.py/0 | {
"file_path": "accelerate/src/accelerate/test_utils/scripts/test_notebook.py",
"repo_id": "accelerate",
"token_count": 342
} | 6 |
# 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... | accelerate/src/accelerate/utils/megatron_lm.py/0 | {
"file_path": "accelerate/src/accelerate/utils/megatron_lm.py",
"repo_id": "accelerate",
"token_count": 27066
} | 7 |
import json
import os
import pickle
import tempfile
from unittest.mock import patch
import torch
from parameterized import parameterized
from torch.utils.data import DataLoader, TensorDataset
from accelerate import DistributedType, infer_auto_device_map, init_empty_weights, load_checkpoint_and_dispatch
from accelerat... | accelerate/tests/test_accelerator.py/0 | {
"file_path": "accelerate/tests/test_accelerator.py",
"repo_id": "accelerate",
"token_count": 7098
} | 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 required by applicabl... | accelerate/tests/test_modeling_utils.py/0 | {
"file_path": "accelerate/tests/test_modeling_utils.py",
"repo_id": "accelerate",
"token_count": 13289
} | 9 |
# Copyright 2022 The HuggingFace Team, the AllenNLP library 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
#
... | accelerate/utils/stale.py/0 | {
"file_path": "accelerate/utils/stale.py",
"repo_id": "accelerate",
"token_count": 1012
} | 10 |
#!/bin/bash
# Define an array containing the base configs we wish to fine tune
configs=("zephyr" "openhermes")
# Define an array of loss types
loss_types=("sigmoid" "kto_pair" "ipo")
# Define an array of beta values
betas=("0.01" "0.1" "0.2" "0.3" "0.4" "0.5" "0.6" "0.7" "0.8" "0.9")
# Outer loop for loss types
for co... | alignment-handbook/recipes/pref_align_scan/launch_scan.sh/0 | {
"file_path": "alignment-handbook/recipes/pref_align_scan/launch_scan.sh",
"repo_id": "alignment-handbook",
"token_count": 430
} | 11 |
# candle
[](https://discord.gg/hugging-face-879548962464493619)
[](https://crates.io/crates/candle-core)
[](htt... | candle/README.md/0 | {
"file_path": "candle/README.md",
"repo_id": "candle",
"token_count": 7121
} | 12 |
# Pytorch cheatsheet
{{#include ../../../README.md:cheatsheet}}
| candle/candle-book/src/guide/cheatsheet.md/0 | {
"file_path": "candle/candle-book/src/guide/cheatsheet.md",
"repo_id": "candle",
"token_count": 26
} | 13 |
//! Implement conversion traits for tensors
use crate::{DType, Device, Error, Tensor, WithDType};
use half::{bf16, f16, slice::HalfFloatSliceExt};
use std::convert::TryFrom;
impl<T: WithDType> TryFrom<&Tensor> for Vec<T> {
type Error = Error;
fn try_from(tensor: &Tensor) -> Result<Self, Self::Error> {
... | candle/candle-core/src/convert.rs/0 | {
"file_path": "candle/candle-core/src/convert.rs",
"repo_id": "candle",
"token_count": 2242
} | 14 |
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