text stringlengths 5 409k | id stringlengths 14 178 | metadata dict | __index_level_0__ int64 0 572 |
|---|---|---|---|
FROM python:3.9-slim
ENV PYTHONDONTWRITEBYTECODE=1
ARG REF=main
USER root
RUN apt-get update && apt-get install -y libsndfile1-dev espeak-ng time git libgl1-mesa-glx libgl1 g++ tesseract-ocr
ENV UV_PYTHON=/usr/local/bin/python
RUN pip --no-cache-dir install uv && uv venv && uv pip install --no-cache-dir -U pip setupto... | transformers/docker/exotic-models.dockerfile/0 | {
"file_path": "transformers/docker/exotic-models.dockerfile",
"repo_id": "transformers",
"token_count": 468
} | 287 |
# https://docs.nvidia.com/deeplearning/frameworks/pytorch-release-notes/rel-23-11.html#rel-23-11
FROM nvcr.io/nvidia/pytorch:23.11-py3
LABEL maintainer="Hugging Face"
ARG DEBIAN_FRONTEND=noninteractive
# Example: `cu102`, `cu113`, etc.
ARG CUDA='cu121'
RUN apt -y update
RUN apt install -y libaio-dev
RUN python3 -m p... | transformers/docker/transformers-pytorch-deepspeed-nightly-gpu/Dockerfile/0 | {
"file_path": "transformers/docker/transformers-pytorch-deepspeed-nightly-gpu/Dockerfile",
"repo_id": "transformers",
"token_count": 1032
} | 288 |
# تحميل نماذج مدربة مسبقًا باستخدام AutoClass
لم ترغب في إنشاء محول معماري لمؤشر الترابط الخاص بك، فهناك العديد من محولات المعمارية المختلفة التي يمكنك الاختيار من بينها. كجزء من الفلسفة الأساسية لـ 🤗 Transformers لجعل المكتبة سهلة وبسيطة ومرنة، فإن فئة `AutoClass` تستدل تلقائيًا وتحمّل البنية الصحيحة من نسخة نموذج (M... | transformers/docs/source/ar/autoclass_tutorial.md/0 | {
"file_path": "transformers/docs/source/ar/autoclass_tutorial.md",
"repo_id": "transformers",
"token_count": 5440
} | 289 |
# شارك نموذجك مع العالم
أظهرت آخر درسين تعليميين كيفية ضبط نموذج بدقة باستخدام PyTorch و Keras و 🤗 Accelerate لعمليات التهيئة الموزعة. والخطوة التالية هي مشاركة نموذجك مع المجتمع! في Hugging Face، نؤمن بالمشاركة المفتوحة للمعرفة والموارد لتمكين الجميع من الاستفادة من الذكاء الاصطناعي. ونشجعك على مشاركة نموذجك مع المج... | transformers/docs/source/ar/model_sharing.md/0 | {
"file_path": "transformers/docs/source/ar/model_sharing.md",
"repo_id": "transformers",
"token_count": 6706
} | 290 |
# ما الذي تستطيع مكتبة 🤗 Transformers القيام به؟
مكتبة 🤗 Transformers هي مجموعة من النماذج المُدرّبة مسبقًا الأفضل في فئتها لمهام معالجة اللغة الطبيعية (NLP)، ورؤية الحاسوب، ومعالجة الصوت والكلام. لا تحتوي المكتبة فقط على نماذج المحولات (Transformer) فحسب، بل تشمل أيضًا نماذج أخرى لا تعتمد على المحولات مثل الشبكات ا... | transformers/docs/source/ar/task_summary.md/0 | {
"file_path": "transformers/docs/source/ar/task_summary.md",
"repo_id": "transformers",
"token_count": 14746
} | 291 |
# استكشاف الأخطاء وإصلاحها
تحدث الأخطاء أحيانًا، لكننا هنا للمساعدة! يغطي هذا الدليل بعض المشكلات الأكثر شيوعًا التي واجهناها وكيفية حلها. مع ذلك، لا يُقصد بهذا الدليل أن يكون مجموعة شاملة لكل مشكلات 🤗 Transformers. لمزيد من المساعدة في استكشاف مشكلتك وإصلاحها، جرب ما يلي:
<Youtube id="S2EEG3JIt2A"/>
1. اطلب المساع... | transformers/docs/source/ar/troubleshooting.md/0 | {
"file_path": "transformers/docs/source/ar/troubleshooting.md",
"repo_id": "transformers",
"token_count": 5400
} | 292 |
<!--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/de/quicktour.md/0 | {
"file_path": "transformers/docs/source/de/quicktour.md",
"repo_id": "transformers",
"token_count": 7324
} | 293 |
<!--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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Unless required by applicable law or agreed... | transformers/docs/source/en/big_models.md/0 | {
"file_path": "transformers/docs/source/en/big_models.md",
"repo_id": "transformers",
"token_count": 3022
} | 294 |
<!--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 agreed... | transformers/docs/source/en/glossary.md/0 | {
"file_path": "transformers/docs/source/en/glossary.md",
"repo_id": "transformers",
"token_count": 6761
} | 295 |
<!--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/llm_tutorial.md/0 | {
"file_path": "transformers/docs/source/en/llm_tutorial.md",
"repo_id": "transformers",
"token_count": 4715
} | 296 |
<!--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 agreed... | transformers/docs/source/en/main_classes/output.md/0 | {
"file_path": "transformers/docs/source/en/main_classes/output.md",
"repo_id": "transformers",
"token_count": 2785
} | 297 |
<!--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/en/model_doc/bart.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/bart.md",
"repo_id": "transformers",
"token_count": 3297
} | 298 |
<!--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/en/model_doc/bloom.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/bloom.md",
"repo_id": "transformers",
"token_count": 1158
} | 299 |
# Cohere
## Overview
[C4AI Command R7B](https://cohere.com/blog/command-r7b) is an open weights research release of a 7B billion parameter model developed by Cohere and Cohere For AI. It has advanced capabilities optimized for various use cases, including reasoning, summarization, question answering, and code. The mod... | transformers/docs/source/en/model_doc/cohere2.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/cohere2.md",
"repo_id": "transformers",
"token_count": 601
} | 300 |
<!--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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Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/decision_transformer.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/decision_transformer.md",
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"token_count": 639
} | 301 |
<!--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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Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/flan-t5.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/flan-t5.md",
"repo_id": "transformers",
"token_count": 781
} | 302 |
<!--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/en/model_doc/gpt2.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/gpt2.md",
"repo_id": "transformers",
"token_count": 7010
} | 303 |
<!--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
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Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/hiera.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/hiera.md",
"repo_id": "transformers",
"token_count": 1117
} | 304 |
<!--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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Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/layoutlmv2.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/layoutlmv2.md",
"repo_id": "transformers",
"token_count": 5361
} | 305 |
<!--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 agreed... | transformers/docs/source/en/model_doc/lxmert.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/lxmert.md",
"repo_id": "transformers",
"token_count": 1392
} | 306 |
<!--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 agreed... | transformers/docs/source/en/model_doc/rag.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/rag.md",
"repo_id": "transformers",
"token_count": 1273
} | 307 |
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/timm_wrapper.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/timm_wrapper.md",
"repo_id": "transformers",
"token_count": 732
} | 308 |
<!--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 agreed... | transformers/docs/source/en/model_doc/vilt.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/vilt.md",
"repo_id": "transformers",
"token_count": 1225
} | 309 |
<!--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 agreed... | transformers/docs/source/en/model_doc/wav2vec2.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/wav2vec2.md",
"repo_id": "transformers",
"token_count": 3788
} | 310 |
<!--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/en/model_doc/yoso.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/yoso.md",
"repo_id": "transformers",
"token_count": 1243
} | 311 |
<!--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/perf_torch_compile.md/0 | {
"file_path": "transformers/docs/source/en/perf_torch_compile.md",
"repo_id": "transformers",
"token_count": 5998
} | 312 |
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/quantization/bitnet.md/0 | {
"file_path": "transformers/docs/source/en/quantization/bitnet.md",
"repo_id": "transformers",
"token_count": 1092
} | 313 |
<!--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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Unless required by applicable law or agreed... | transformers/docs/source/en/quicktour.md/0 | {
"file_path": "transformers/docs/source/en/quicktour.md",
"repo_id": "transformers",
"token_count": 8703
} | 314 |
<!--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/tasks/language_modeling.md/0 | {
"file_path": "transformers/docs/source/en/tasks/language_modeling.md",
"repo_id": "transformers",
"token_count": 5537
} | 315 |
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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/tasks/visual_question_answering.md/0 | {
"file_path": "transformers/docs/source/en/tasks/visual_question_answering.md",
"repo_id": "transformers",
"token_count": 4819
} | 316 |
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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/es/add_new_pipeline.md/0 | {
"file_path": "transformers/docs/source/es/add_new_pipeline.md",
"repo_id": "transformers",
"token_count": 4249
} | 317 |
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Unless required by applicable law or agreed... | transformers/docs/source/es/multilingual.md/0 | {
"file_path": "transformers/docs/source/es/multilingual.md",
"repo_id": "transformers",
"token_count": 3094
} | 318 |
<!--Copyright 2022 The HuggingFace Team. All rights reserved.
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Unless required by applicable law or agreed... | transformers/docs/source/es/tasks/image_classification.md/0 | {
"file_path": "transformers/docs/source/es/tasks/image_classification.md",
"repo_id": "transformers",
"token_count": 2442
} | 319 |
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Unless required by applicable law or agreed... | transformers/docs/source/fr/quicktour.md/0 | {
"file_path": "transformers/docs/source/fr/quicktour.md",
"repo_id": "transformers",
"token_count": 10739
} | 320 |
<!--Copyright 2022 The HuggingFace Team. All rights reserved.
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Unless required by applicable law or agreed... | transformers/docs/source/it/perf_train_cpu_many.md/0 | {
"file_path": "transformers/docs/source/it/perf_train_cpu_many.md",
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Unless required by applicable law or agreed... | transformers/docs/source/ja/big_models.md/0 | {
"file_path": "transformers/docs/source/ja/big_models.md",
"repo_id": "transformers",
"token_count": 3074
} | 322 |
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Unless required by applicable law or agreed... | transformers/docs/source/ja/model_doc/bart.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/bart.md",
"repo_id": "transformers",
"token_count": 5122
} | 323 |
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Unless required by applicable law or agreed... | transformers/docs/source/ja/model_doc/bloom.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/bloom.md",
"repo_id": "transformers",
"token_count": 1650
} | 324 |
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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/ja/model_doc/convnext.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/convnext.md",
"repo_id": "transformers",
"token_count": 2170
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Unless required by applicable law or agreed... | transformers/docs/source/ja/model_doc/dinat.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/dinat.md",
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"token_count": 2666
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<!--Copyright 2022 The HuggingFace Team. All rights reserved.
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Unless required by applicable law or agreed... | transformers/docs/source/ja/perf_train_gpu_one.md/0 | {
"file_path": "transformers/docs/source/ja/perf_train_gpu_one.md",
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Unless required by applicable law or agreed... | transformers/docs/source/ja/tasks/audio_classification.md/0 | {
"file_path": "transformers/docs/source/ja/tasks/audio_classification.md",
"repo_id": "transformers",
"token_count": 5902
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<!---
Copyright 2023 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or ... | transformers/docs/source/ja/troubleshooting.md/0 | {
"file_path": "transformers/docs/source/ja/troubleshooting.md",
"repo_id": "transformers",
"token_count": 4434
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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/ko/debugging.md/0 | {
"file_path": "transformers/docs/source/ko/debugging.md",
"repo_id": "transformers",
"token_count": 9860
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"file_path": "transformers/docs/source/ko/internal/time_series_utils.md",
"repo_id": "transformers",
"token_count": 550
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"file_path": "transformers/docs/source/ko/main_classes/output.md",
"repo_id": "transformers",
"token_count": 5116
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Unless required by applicable law or agreed... | transformers/docs/source/ko/model_doc/chameleon.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/chameleon.md",
"repo_id": "transformers",
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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/model_doc/llama3.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/llama3.md",
"repo_id": "transformers",
"token_count": 4857
} | 334 |
<!--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 agreed... | transformers/docs/source/ko/model_doc/vit.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/vit.md",
"repo_id": "transformers",
"token_count": 8308
} | 335 |
<!--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/perf_train_special.md/0 | {
"file_path": "transformers/docs/source/ko/perf_train_special.md",
"repo_id": "transformers",
"token_count": 2189
} | 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 applicable law or agreed... | transformers/docs/source/ko/tasks/multiple_choice.md/0 | {
"file_path": "transformers/docs/source/ko/tasks/multiple_choice.md",
"repo_id": "transformers",
"token_count": 8001
} | 337 |
<!--版权2023年HuggingFace团队保留所有权利。
根据Apache许可证第2.0版（“许可证”）许可；除非符合许可证，否则您不得使用此文件。您可以在以下网址获取许可证的副本：
http://www.apache.org/licenses/LICENSE-2.0
除非适用法律要求或书面同意，否则按“按原样”分发的软件，无论是明示还是暗示的，都没有任何担保或条件。请参阅许可证以了解特定语言下的权限和限制。
⚠️ 请注意，本文件虽然使用Markdown编写，但包含了特定的语法，适用于我们的doc-builder（类似于MDX），可能无法在您的Markdown查看器中正常渲染。
-->
# 🤗 加速分布式训练
... | transformers/docs/source/zh/accelerate.md/0 | {
"file_path": "transformers/docs/source/zh/accelerate.md",
"repo_id": "transformers",
"token_count": 2552
} | 338 |
<!--
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 applicable law or agree... | transformers/docs/source/zh/gguf.md/0 | {
"file_path": "transformers/docs/source/zh/gguf.md",
"repo_id": "transformers",
"token_count": 2046
} | 339 |
#!/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/summarization/run_summarization_flax.py/0 | {
"file_path": "transformers/examples/flax/summarization/run_summarization_flax.py",
"repo_id": "transformers",
"token_count": 18039
} | 340 |
# 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/multiple_choice/run_multiple_choice.py/0 | {
"file_path": "transformers/examples/legacy/multiple_choice/run_multiple_choice.py",
"repo_id": "transformers",
"token_count": 3303
} | 341 |
#!/usr/bin/env python
# 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.
... | transformers/examples/legacy/run_swag.py/0 | {
"file_path": "transformers/examples/legacy/run_swag.py",
"repo_id": "transformers",
"token_count": 12596
} | 342 |
#!/usr/bin/env python
# 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... | transformers/examples/legacy/seq2seq/pack_dataset.py/0 | {
"file_path": "transformers/examples/legacy/seq2seq/pack_dataset.py",
"repo_id": "transformers",
"token_count": 1363
} | 343 |
if ! [ -f ./dev.txt ]; then
echo "Download dev dataset...."
curl -L -o ./dev.txt 'https://github.com/UniversalDependencies/UD_English-EWT/raw/master/en_ewt-ud-dev.conllu'
fi
if ! [ -f ./test.txt ]; then
echo "Download test dataset...."
curl -L -o ./test.txt 'https://github.com/UniversalDependencies/UD_English-... | transformers/examples/legacy/token-classification/run_pos.sh/0 | {
"file_path": "transformers/examples/legacy/token-classification/run_pos.sh",
"repo_id": "transformers",
"token_count": 416
} | 344 |
# Example where we only want to overwrite the defaults of an init
from transformers.models.gemma.configuration_gemma import GemmaConfig
class NewModelConfig(GemmaConfig):
def __init__(
self,
vocab_size=256030,
hidden_size=64,
intermediate_size=90,
num_hidden_layers=28,
... | transformers/examples/modular-transformers/modular_new_model.py/0 | {
"file_path": "transformers/examples/modular-transformers/modular_new_model.py",
"repo_id": "transformers",
"token_count": 468
} | 345 |
#!/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/image-classification/run_image_classification.py/0 | {
"file_path": "transformers/examples/pytorch/image-classification/run_image_classification.py",
"repo_id": "transformers",
"token_count": 7092
} | 346 |
<!---
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/examples/pytorch/text-generation/README.md/0 | {
"file_path": "transformers/examples/pytorch/text-generation/README.md",
"repo_id": "transformers",
"token_count": 355
} | 347 |
import json
from typing import Any, Dict, List, Optional
import torch
import torch.nn as nn
import torch.nn.functional as F
from accelerate import init_empty_weights
from huggingface_hub import HfApi
from transformers import AutoModelForCausalLM, AutoTokenizer
from transformers.quantizers import HfQuantizer, get_modu... | transformers/examples/quantization/custom_quantization_int8_example.py/0 | {
"file_path": "transformers/examples/quantization/custom_quantization_int8_example.py",
"repo_id": "transformers",
"token_count": 4126
} | 348 |
# 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": 2417
} | 349 |
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
} | 350 |
# 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
} | 351 |
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
} | 352 |
# 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
} | 353 |
"""
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
} | 354 |
# 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
} | 355 |
"""
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
} | 356 |
#!/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
} | 357 |
#!/usr/bin/env bash
python run_asr.py \
--output_dir="./wav2vec2-base-100h" \
--num_train_epochs="30" \
--per_device_train_batch_size="32" \
--per_device_eval_batch_size="32" \
--eval_strategy="steps" \
--save_total_limit="3" \
--save_steps="500" \
--eval_steps="100" \
--logging_steps="50" \
--learning_rate="5e-4" \
--... | transformers/examples/research_projects/wav2vec2/finetune_base_100.sh/0 | {
"file_path": "transformers/examples/research_projects/wav2vec2/finetune_base_100.sh",
"repo_id": "transformers",
"token_count": 248
} | 358 |
# Zero-shot classifier distillation
Author: @joeddav
This script provides a way to improve the speed and memory performance of a zero-shot classifier by training a more
efficient student model from the zero-shot teacher's predictions over an unlabeled dataset.
The zero-shot classification pipeline uses a model pre-... | transformers/examples/research_projects/zero-shot-distillation/README.md/0 | {
"file_path": "transformers/examples/research_projects/zero-shot-distillation/README.md",
"repo_id": "transformers",
"token_count": 2467
} | 359 |
<!---
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/tensorflow/language-modeling/README.md/0 | {
"file_path": "transformers/examples/tensorflow/language-modeling/README.md",
"repo_id": "transformers",
"token_count": 858
} | 360 |
#!/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-allenai-wmt16.sh/0 | {
"file_path": "transformers/scripts/fsmt/convert-allenai-wmt16.sh",
"repo_id": "transformers",
"token_count": 1372
} | 361 |
#!/bin/bash
for FILE in converted/*; do
model_name=`basename $FILE`
huggingface-cli repo create $model_name -y
git clone https://huggingface.co/Helsinki-NLP/$model_name
mv $FILE/* $model_name/
cd $model_name
git add . && git commit -m "initial commit"
git push
cd ..
done
| transformers/scripts/tatoeba/upload_models.sh/0 | {
"file_path": "transformers/scripts/tatoeba/upload_models.sh",
"repo_id": "transformers",
"token_count": 109
} | 362 |
#!/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/agents/search.py/0 | {
"file_path": "transformers/src/transformers/agents/search.py",
"repo_id": "transformers",
"token_count": 1029
} | 363 |
# 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/train.py/0 | {
"file_path": "transformers/src/transformers/commands/train.py",
"repo_id": "transformers",
"token_count": 2539
} | 364 |
# 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/generation/configuration_utils.py/0 | {
"file_path": "transformers/src/transformers/generation/configuration_utils.py",
"repo_id": "transformers",
"token_count": 35075
} | 365 |
# 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/image_utils.py/0 | {
"file_path": "transformers/src/transformers/image_utils.py",
"repo_id": "transformers",
"token_count": 22029
} | 366 |
# Copyright 2024 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/src/transformers/integrations/hqq.py/0 | {
"file_path": "transformers/src/transformers/integrations/hqq.py",
"repo_id": "transformers",
"token_count": 1920
} | 367 |
#include <torch/extension.h>
#include <ATen/ATen.h>
#include "cuda_launch.h"
#include "cuda_kernel.h"
#include <vector>
//////////////////////////////////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////////////////////////////////////////////////////////
... | transformers/src/transformers/kernels/mra/cuda_launch.cu/0 | {
"file_path": "transformers/src/transformers/kernels/mra/cuda_launch.cu",
"repo_id": "transformers",
"token_count": 1668
} | 368 |
# Copyright 2024 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/src/transformers/loss/loss_for_object_detection.py/0 | {
"file_path": "transformers/src/transformers/loss/loss_for_object_detection.py",
"repo_id": "transformers",
"token_count": 9857
} | 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/src/transformers/models/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/__init__.py",
"repo_id": "transformers",
"token_count": 2631
} | 370 |
# coding=utf-8
# Copyright 2022 The BAAI Teams 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/licens... | transformers/src/transformers/models/altclip/modeling_altclip.py/0 | {
"file_path": "transformers/src/transformers/models/altclip/modeling_altclip.py",
"repo_id": "transformers",
"token_count": 34379
} | 371 |
# 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/auto/configuration_auto.py/0 | {
"file_path": "transformers/src/transformers/models/auto/configuration_auto.py",
"repo_id": "transformers",
"token_count": 20991
} | 372 |
# 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/src/transformers/models/bert/modeling_bert.py/0 | {
"file_path": "transformers/src/transformers/models/bert/modeling_bert.py",
"repo_id": "transformers",
"token_count": 38558
} | 373 |
# 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/big_bird/convert_bigbird_original_tf_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/big_bird/convert_bigbird_original_tf_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 901
} | 374 |
# 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
} | 375 |
# 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": 3709
} | 376 |
# 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/blip_2/processing_blip_2.py/0 | {
"file_path": "transformers/src/transformers/models/blip_2/processing_blip_2.py",
"repo_id": "transformers",
"token_count": 3665
} | 377 |
# coding=utf-8
# Copyright 2024 Meta 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/LICENSE-2.... | transformers/src/transformers/models/chameleon/configuration_chameleon.py/0 | {
"file_path": "transformers/src/transformers/models/chameleon/configuration_chameleon.py",
"repo_id": "transformers",
"token_count": 5233
} | 378 |
# coding=utf-8
# Copyright 2023 The LAION-AI Team and The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE... | transformers/src/transformers/models/clap/modeling_clap.py/0 | {
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# 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/clipseg/convert_clipseg_original_pytorch_to_hf.py/0 | {
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# coding=utf-8
# Copyright 2022 Salesforce authors, The EleutherAI, and HuggingFace Teams. 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/l... | transformers/src/transformers/models/codegen/modeling_codegen.py/0 | {
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# 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/convnext/configuration_convnext.py/0 | {
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# coding=utf-8
# Copyright 2022 The OpenBMB 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
#
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# coding=utf-8
# Copyright 2024 IDEA 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
#
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# coding=utf-8
# Copyright 2022 Meta Platforms 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/LICEN... | transformers/src/transformers/models/data2vec/modeling_tf_data2vec_vision.py/0 | {
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# 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/deit/image_processing_deit.py/0 | {
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