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# 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
#
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# coding=utf-8
# Copyright 2021 HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
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# 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
#
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#
# Licensed under the Apache License, Version 2.0 (the "License");
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# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
#
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#
# Licensed under the Apache License, Version 2.0 (the "License");
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# You may obtain a copy of the License at
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# coding=utf-8
# Copyright 2021 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
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# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
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# 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
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# http://www.apache.org/licenses/LICENSE-2.0
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# 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
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# 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
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# http://www.apache.org/licenses/LICENSE-2.0
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# 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
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# http://www.apache.org/licenses/LICENSE-2.0
#
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# 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
#
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# 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
#
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# 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
#
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# Copyright 2024 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
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FROM nvidia/cuda:12.1.0-cudnn8-devel-ubuntu20.04
LABEL maintainer="Hugging Face"
ARG DEBIAN_FRONTEND=noninteractive
RUN apt update
RUN apt install -y git libsndfile1-dev tesseract-ocr espeak-ng python3 python3-pip ffmpeg
RUN python3 -m pip install --no-cache-dir --upgrade pip
ARG REF=main
RUN git clone https://githu... | transformers/docker/transformers-pytorch-gpu/Dockerfile/0 | {
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<!---
Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
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- sections:
- local: index
title: 🤗 Transformers
- local: quicktour
title: Quick tour
- local: installation
title: Installation
title: Get started
- sections:
- local: pipeline_tutorial
title: Run inference with pipelines
- local: autoclass_tutorial
title: Write portable code with AutoC... | transformers/docs/source/en/_toctree.yml/0 | {
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the License. You may obtain a copy of the License at
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<!--Copyright 2020 The HuggingFace Team. All rights reserved.
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the License. You may obtain a copy of the License at
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Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
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the License. You may obtain a copy of the License at
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Licensed under the Apache License, Version 2.0 (the "License"); you may not use this 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/docs/source/en/model_doc/dialogpt.md/0 | {
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Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
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Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/falcon.md/0 | {
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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
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Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/madlad-400.md/0 | {
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<!--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
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<!--Copyright 2022 The HuggingFace Team. All rights reserved.
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the License. You may obtain a copy of the License at
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Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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the License. You may obtain a copy of the License at
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the License. You may obtain a copy of the License at
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the License. You may obtain a copy of the License at
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<!--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
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<!--Copyright 2023 The HuggingFace Team. All rights reserved.
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the License. You may obtain a copy of the License at
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<!---
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
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Unless required by applicable law or ... | transformers/docs/source/en/pr_checks.md/0 | {
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"token_count": 3180
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<!--Copyright 2023 The HuggingFace Team. All rights reserved.
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the License. You may obtain a copy of the License at
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the License. You may obtain a copy of the License at
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the License. You may obtain a copy of the License at
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"repo_id": "transformers",
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著作権 2023 The HuggingFace Team。全著作権所有。
Apache License、Version 2.0(以下「ライセンス」と呼びます)に基づくライセンスで、
ライセンスに従わない限り、このファイルを使用できません。
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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/docs/source/ko/create_a_model.md/0 | {
"file_path": "transformers/docs/source/ko/create_a_model.md",
"repo_id": "transformers",
"token_count": 11706
} | 34 |
<!--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... | transformers/docs/source/ko/multilingual.md/0 | {
"file_path": "transformers/docs/source/ko/multilingual.md",
"repo_id": "transformers",
"token_count": 5686
} | 35 |
<!---
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 applicable law or ... | transformers/docs/source/ko/pr_checks.md/0 | {
"file_path": "transformers/docs/source/ko/pr_checks.md",
"repo_id": "transformers",
"token_count": 9042
} | 36 |
<!--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... | transformers/docs/source/ko/tasks/object_detection.md/0 | {
"file_path": "transformers/docs/source/ko/tasks/object_detection.md",
"repo_id": "transformers",
"token_count": 16892
} | 37 |
<!--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... | transformers/docs/source/ko/torchscript.md/0 | {
"file_path": "transformers/docs/source/ko/torchscript.md",
"repo_id": "transformers",
"token_count": 6894
} | 38 |
<!--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... | transformers/docs/source/pt/pipeline_tutorial.md/0 | {
"file_path": "transformers/docs/source/pt/pipeline_tutorial.md",
"repo_id": "transformers",
"token_count": 2382
} | 39 |
<!---
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 applicable law or ... | transformers/docs/source/zh/contributing.md/0 | {
"file_path": "transformers/docs/source/zh/contributing.md",
"repo_id": "transformers",
"token_count": 10637
} | 40 |
<!--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 applicable law or agreed... | transformers/docs/source/zh/main_classes/processors.md/0 | {
"file_path": "transformers/docs/source/zh/main_classes/processors.md",
"repo_id": "transformers",
"token_count": 3054
} | 41 |
<!--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 applicable law or agreed... | transformers/docs/source/zh/task_summary.md/0 | {
"file_path": "transformers/docs/source/zh/task_summary.md",
"repo_id": "transformers",
"token_count": 11230
} | 42 |
#!/usr/bin/env python
# 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-... | transformers/examples/flax/language-modeling/run_clm_flax.py/0 | {
"file_path": "transformers/examples/flax/language-modeling/run_clm_flax.py",
"repo_id": "transformers",
"token_count": 16049
} | 43 |
# 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/examples/legacy/seq2seq/rouge_cli.py/0 | {
"file_path": "transformers/examples/legacy/seq2seq/rouge_cli.py",
"repo_id": "transformers",
"token_count": 385
} | 44 |
# coding=utf-8
# Copyright 2018 The Google AI Language 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 cop... | transformers/examples/legacy/token-classification/utils_ner.py/0 | {
"file_path": "transformers/examples/legacy/token-classification/utils_ner.py",
"repo_id": "transformers",
"token_count": 7660
} | 45 |
#!/usr/bin/env python
# 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/LI... | transformers/examples/pytorch/image-pretraining/run_mae.py/0 | {
"file_path": "transformers/examples/pytorch/image-pretraining/run_mae.py",
"repo_id": "transformers",
"token_count": 6396
} | 46 |
<!---
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 applicable law or ... | transformers/examples/pytorch/question-answering/README.md/0 | {
"file_path": "transformers/examples/pytorch/question-answering/README.md",
"repo_id": "transformers",
"token_count": 2435
} | 47 |
#!/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/LI... | transformers/examples/pytorch/speech-pretraining/run_wav2vec2_pretraining_no_trainer.py/0 | {
"file_path": "transformers/examples/pytorch/speech-pretraining/run_wav2vec2_pretraining_no_trainer.py",
"repo_id": "transformers",
"token_count": 13528
} | 48 |
# 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/examples/pytorch/text-classification/run_glue_no_trainer.py/0 | {
"file_path": "transformers/examples/pytorch/text-classification/run_glue_no_trainer.py",
"repo_id": "transformers",
"token_count": 11971
} | 49 |
# 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/examples/pytorch/xla_spawn.py/0 | {
"file_path": "transformers/examples/pytorch/xla_spawn.py",
"repo_id": "transformers",
"token_count": 887
} | 50 |
# 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/examples/research_projects/bertabs/convert_bertabs_original_pytorch_checkpoint.py/0 | {
"file_path": "transformers/examples/research_projects/bertabs/convert_bertabs_original_pytorch_checkpoint.py",
"repo_id": "transformers",
"token_count": 2416
} | 51 |
import logging
import os
import time
from argparse import Namespace
from pathlib import Path
import datasets
import torch
from accelerate import Accelerator, DistributedType
from accelerate.utils import ProjectConfiguration
from arguments import TrainingArguments
from datasets import load_dataset
from huggingface_hub ... | transformers/examples/research_projects/codeparrot/scripts/codeparrot_training.py/0 | {
"file_path": "transformers/examples/research_projects/codeparrot/scripts/codeparrot_training.py",
"repo_id": "transformers",
"token_count": 5418
} | 52 |
{
"activation": "gelu",
"attention_dropout": 0.1,
"dim": 768,
"dropout": 0.1,
"hidden_dim": 3072,
"initializer_range": 0.02,
"max_position_embeddings": 512,
"n_heads": 12,
"n_layers": 6,
"sinusoidal_pos_embds": true,
"tie_weights_": true,
"vocab_size": 28996
}
| transformers/examples/research_projects/distillation/training_configs/distilbert-base-cased.json/0 | {
"file_path": "transformers/examples/research_projects/distillation/training_configs/distilbert-base-cased.json",
"repo_id": "transformers",
"token_count": 134
} | 53 |
# 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/examples/research_projects/jax-projects/hybrid_clip/modeling_hybrid_clip.py/0 | {
"file_path": "transformers/examples/research_projects/jax-projects/hybrid_clip/modeling_hybrid_clip.py",
"repo_id": "transformers",
"token_count": 7791
} | 54 |
import unicodedata
from dataclasses import dataclass
from typing import Optional, Union
import numpy as np
from transformers.data.data_collator import DataCollatorMixin
from transformers.file_utils import PaddingStrategy
from transformers.tokenization_utils_base import PreTrainedTokenizerBase
def padding_tensor(seq... | transformers/examples/research_projects/luke/luke_utils.py/0 | {
"file_path": "transformers/examples/research_projects/luke/luke_utils.py",
"repo_id": "transformers",
"token_count": 2049
} | 55 |
# coding=utf-8
# Copyright (c) Facebook, Inc. and its affiliates.
# Copyright (c) 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... | transformers/examples/research_projects/mm-imdb/utils_mmimdb.py/0 | {
"file_path": "transformers/examples/research_projects/mm-imdb/utils_mmimdb.py",
"repo_id": "transformers",
"token_count": 2030
} | 56 |
"""
Code to remove duplicate initializers to reduce ONNX model size.
"""
import os
import numpy
import onnx
def _is_equal_tensor_proto(a, b):
name_a = a.name
name_b = b.name
a.name = ""
b.name = ""
res = a == b
a.name = name_a
b.name = name_b
return res
def _node_replace_input_... | transformers/examples/research_projects/onnx/summarization/bart_onnx/reduce_onnx_size.py/0 | {
"file_path": "transformers/examples/research_projects/onnx/summarization/bart_onnx/reduce_onnx_size.py",
"repo_id": "transformers",
"token_count": 1732
} | 57 |
# coding=utf-8
# Copyright 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 copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required... | transformers/examples/research_projects/quantization-qdqbert/Dockerfile/0 | {
"file_path": "transformers/examples/research_projects/quantization-qdqbert/Dockerfile",
"repo_id": "transformers",
"token_count": 392
} | 58 |
"""
A script creating a RAG checkpoint from a generator and a question encoder checkpoints.
"""
import argparse
from pathlib import Path
from transformers import AutoConfig, AutoTokenizer, RagConfig, RagSequenceForGeneration, RagTokenForGeneration
def consolidate(
model_type,
generator_name_or_path: str,
... | transformers/examples/research_projects/rag/consolidate_rag_checkpoint.py/0 | {
"file_path": "transformers/examples/research_projects/rag/consolidate_rag_checkpoint.py",
"repo_id": "transformers",
"token_count": 1425
} | 59 |
#!/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/LI... | transformers/examples/research_projects/robust-speech-event/run_speech_recognition_ctc_bnb.py/0 | {
"file_path": "transformers/examples/research_projects/robust-speech-event/run_speech_recognition_ctc_bnb.py",
"repo_id": "transformers",
"token_count": 12694
} | 60 |
#!/usr/bin/env python
import argparse
import gc
import os
import sys
from pathlib import Path
from typing import List # noqa: F401
import pytorch_lightning as pl
import torch
from finetune import SummarizationModule, TranslationModule
from finetune import main as ft_main
from make_student import create_student_by_co... | transformers/examples/research_projects/seq2seq-distillation/distillation.py/0 | {
"file_path": "transformers/examples/research_projects/seq2seq-distillation/distillation.py",
"repo_id": "transformers",
"token_count": 6315
} | 61 |
import itertools
import json
import linecache
import math
import os
import pickle
import socket
from logging import getLogger
from pathlib import Path
from typing import Callable, Dict, Iterable, List, Tuple, Union
import git
import numpy as np
import torch
import torch.distributed as dist
from rouge_score import roug... | transformers/examples/research_projects/seq2seq-distillation/utils.py/0 | {
"file_path": "transformers/examples/research_projects/seq2seq-distillation/utils.py",
"repo_id": "transformers",
"token_count": 10620
} | 62 |
import os
from glob import glob
import imageio
import torch
import torchvision
import wandb
from img_processing import custom_to_pil, loop_post_process, preprocess, preprocess_vqgan
from loaders import load_vqgan
from PIL import Image
from torch import nn
from transformers import CLIPModel, CLIPTokenizerFast
from uti... | transformers/examples/research_projects/vqgan-clip/VQGAN_CLIP.py/0 | {
"file_path": "transformers/examples/research_projects/vqgan-clip/VQGAN_CLIP.py",
"repo_id": "transformers",
"token_count": 4997
} | 63 |
# 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/examples/tensorflow/benchmarking/plot_csv_file.py/0 | {
"file_path": "transformers/examples/tensorflow/benchmarking/plot_csv_file.py",
"repo_id": "transformers",
"token_count": 2905
} | 64 |
#!/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/LI... | transformers/examples/tensorflow/language-modeling/run_clm.py/0 | {
"file_path": "transformers/examples/tensorflow/language-modeling/run_clm.py",
"repo_id": "transformers",
"token_count": 12297
} | 65 |
#!/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/LI... | transformers/examples/tensorflow/text-classification/run_text_classification.py/0 | {
"file_path": "transformers/examples/tensorflow/text-classification/run_text_classification.py",
"repo_id": "transformers",
"token_count": 10860
} | 66 |
#!/usr/bin/env bash
# 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 r... | transformers/scripts/fsmt/convert-facebook-wmt19.sh/0 | {
"file_path": "transformers/scripts/fsmt/convert-facebook-wmt19.sh",
"repo_id": "transformers",
"token_count": 1121
} | 67 |
# 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/src/transformers/__init__.py/0 | {
"file_path": "transformers/src/transformers/__init__.py",
"repo_id": "transformers",
"token_count": 165320
} | 68 |
# 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/src/transformers/commands/download.py/0 | {
"file_path": "transformers/src/transformers/commands/download.py",
"repo_id": "transformers",
"token_count": 828
} | 69 |
# 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/src/transformers/data/data_collator.py/0 | {
"file_path": "transformers/src/transformers/data/data_collator.py",
"repo_id": "transformers",
"token_count": 32221
} | 70 |
# 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/dynamic_module_utils.py/0 | {
"file_path": "transformers/src/transformers/dynamic_module_utils.py",
"repo_id": "transformers",
"token_count": 10850
} | 71 |
# coding=utf-8
# Copyright 2020 The Google AI Language Team Authors, Facebook AI Research authors and The HuggingFace Inc. team.
# Copyright (c) 2020, 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 L... | transformers/src/transformers/generation/utils.py/0 | {
"file_path": "transformers/src/transformers/generation/utils.py",
"repo_id": "transformers",
"token_count": 117551
} | 72 |
/*!
**************************************************************************************************
* Deformable DETR
* Copyright (c) 2020 SenseTime. All Rights Reserved.
* Licensed under the Apache License, Version 2.0 [see LICENSE for details]
***********************************************************************... | transformers/src/transformers/kernels/deta/ms_deform_attn.h/0 | {
"file_path": "transformers/src/transformers/kernels/deta/ms_deform_attn.h",
"repo_id": "transformers",
"token_count": 667
} | 73 |
__global__ void fast_hash_ver1_cuda_kernel(
int *mask, // [batch_size, num_vector]
float *vector, // [batch_size, num_vector, vector_dim]
int *Dmat, // [3, num_part, vector_dim]
int *hash_code, // [batch_size, num_vector, num_hash_f]
int batch_size,
int num_vector,
int vector_dim,
int... | transformers/src/transformers/kernels/yoso/fast_lsh_cumulation_cuda.h/0 | {
"file_path": "transformers/src/transformers/kernels/yoso/fast_lsh_cumulation_cuda.h",
"repo_id": "transformers",
"token_count": 2369
} | 74 |
# coding=utf-8
# Copyright 2018 Google AI, Google Brain 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
#
# U... | transformers/src/transformers/models/albert/modeling_albert.py/0 | {
"file_path": "transformers/src/transformers/models/albert/modeling_albert.py",
"repo_id": "transformers",
"token_count": 25543
} | 75 |
# 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/audio_spectrogram_transformer/convert_audio_spectrogram_transformer_original_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/audio_spectrogram_transformer/convert_audio_spectrogram_transformer_original_to_pytorch.py",
"repo_id": "transformers",
"token_count": 4992
} | 76 |
# 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/bit/convert_bit_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/bit/convert_bit_to_pytorch.py",
"repo_id": "transformers",
"token_count": 2309
} | 77 |
# coding=utf-8
# Copyright 2021 The Facebook 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/LI... | transformers/src/transformers/models/blenderbot_small/tokenization_blenderbot_small.py/0 | {
"file_path": "transformers/src/transformers/models/blenderbot_small/tokenization_blenderbot_small.py",
"repo_id": "transformers",
"token_count": 4456
} | 78 |
# 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/bloom/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/bloom/__init__.py",
"repo_id": "transformers",
"token_count": 1199
} | 79 |
# coding=utf-8
# Copyright 2022 The OFA-Sys Team 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/... | transformers/src/transformers/models/chinese_clip/convert_chinese_clip_original_pytorch_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/chinese_clip/convert_chinese_clip_original_pytorch_to_hf.py",
"repo_id": "transformers",
"token_count": 1990
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# coding=utf-8
# Copyright 2021 The OpenAI Team 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/L... | transformers/src/transformers/models/clip/modeling_clip.py/0 | {
"file_path": "transformers/src/transformers/models/clip/modeling_clip.py",
"repo_id": "transformers",
"token_count": 25734
} | 81 |
# 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/clvp/number_normalizer.py/0 | {
"file_path": "transformers/src/transformers/models/clvp/number_normalizer.py",
"repo_id": "transformers",
"token_count": 4412
} | 82 |
# coding=utf-8
# Copyright 2022 Microsoft Research Asia 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/licen... | transformers/src/transformers/models/conditional_detr/modeling_conditional_detr.py/0 | {
"file_path": "transformers/src/transformers/models/conditional_detr/modeling_conditional_detr.py",
"repo_id": "transformers",
"token_count": 55543
} | 83 |
# coding=utf-8
# Copyright 2023 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/convnextv2/configuration_convnextv2.py/0 | {
"file_path": "transformers/src/transformers/models/convnextv2/configuration_convnextv2.py",
"repo_id": "transformers",
"token_count": 2096
} | 84 |
# 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/src/transformers/models/deberta/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/deberta/__init__.py",
"repo_id": "transformers",
"token_count": 1512
} | 85 |
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