text
stringlengths
96
319k
id
stringlengths
14
178
metadata
dict
apiVersion: 1 datasources: - name: grafana-postgresql-datasource uid: be28nkzirtb0gd type: postgres url: $GRAFANA_POSTGRES_DATASOURCE_URL user: $GRAFANA_POSTGRES_DATASOURCE_USER secureJsonData: password: $GRAFANA_POSTGRES_DATASOURCE_PWD jsonData: database: metrics maxOpenConn...
transformers/benchmark/grafana_datasource.yaml/0
{ "file_path": "transformers/benchmark/grafana_datasource.yaml", "repo_id": "transformers", "token_count": 220 }
FROM python:3.9-slim ENV PYTHONDONTWRITEBYTECODE=1 ARG REF=main USER root RUN apt-get update && apt-get install -y --no-install-recommends libsndfile1-dev espeak-ng time git g++ pkg-config openssh-client git RUN apt-get install -y cmake ENV UV_PYTHON=/usr/local/bin/python RUN pip --no-cache-dir install uv && uv venv ...
transformers/docker/tf-light.dockerfile/0
{ "file_path": "transformers/docker/tf-light.dockerfile", "repo_id": "transformers", "token_count": 277 }
# إنشاء بنية مخصصة تحدد فئة [`AutoClass`](model_doc/auto) تلقائيًا بنية النموذج وتقوم بتنزيل تكوين وأوزان مسبقين للنموذج. بشكل عام، نوصي باستخدام `AutoClass` لإنتاج كود غير مرتبط بنسخة معينة. ولكن يمكن للمستخدمين الذين يريدون مزيدًا من التحكم في معلمات النموذج المحددة إنشاء نموذج مخصص من 🤗 Transformers من مجرد بضع ف...
transformers/docs/source/ar/create_a_model.md/0
{ "file_path": "transformers/docs/source/ar/create_a_model.md", "repo_id": "transformers", "token_count": 12069 }
<!--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/de/add_new_pipeline.md/0
{ "file_path": "transformers/docs/source/de/add_new_pipeline.md", "repo_id": "transformers", "token_count": 4535 }
<!--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/create_a_model.md/0
{ "file_path": "transformers/docs/source/en/create_a_model.md", "repo_id": "transformers", "token_count": 5804 }
<!--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/big_bird.md/0
{ "file_path": "transformers/docs/source/en/model_doc/big_bird.md", "repo_id": "transformers", "token_count": 1682 }
<!--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/ctrl.md/0
{ "file_path": "transformers/docs/source/en/model_doc/ctrl.md", "repo_id": "transformers", "token_count": 1209 }
<!--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/dialogpt.md/0
{ "file_path": "transformers/docs/source/en/model_doc/dialogpt.md", "repo_id": "transformers", "token_count": 789 }
<!--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/ernie.md/0
{ "file_path": "transformers/docs/source/en/model_doc/ernie.md", "repo_id": "transformers", "token_count": 1417 }
<!--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/gemma.md/0
{ "file_path": "transformers/docs/source/en/model_doc/gemma.md", "repo_id": "transformers", "token_count": 764 }
<!--Copyright 2025 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/granitevision.md/0
{ "file_path": "transformers/docs/source/en/model_doc/granitevision.md", "repo_id": "transformers", "token_count": 993 }
<!--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/llava_next.md/0
{ "file_path": "transformers/docs/source/en/model_doc/llava_next.md", "repo_id": "transformers", "token_count": 4759 }
<!--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/mbart.md/0
{ "file_path": "transformers/docs/source/en/model_doc/mbart.md", "repo_id": "transformers", "token_count": 3129 }
<!--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/nllb.md/0
{ "file_path": "transformers/docs/source/en/model_doc/nllb.md", "repo_id": "transformers", "token_count": 3165 }
<!--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/pegasus.md/0
{ "file_path": "transformers/docs/source/en/model_doc/pegasus.md", "repo_id": "transformers", "token_count": 1966 }
<!--Copyright 2021 NVIDIA Corporation and The HuggingFace Team. All rights reserved. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by a...
transformers/docs/source/en/model_doc/qdqbert.md/0
{ "file_path": "transformers/docs/source/en/model_doc/qdqbert.md", "repo_id": "transformers", "token_count": 2073 }
<!--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/roc_bert.md/0
{ "file_path": "transformers/docs/source/en/model_doc/roc_bert.md", "repo_id": "transformers", "token_count": 999 }
<!--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/tapex.md/0
{ "file_path": "transformers/docs/source/en/model_doc/tapex.md", "repo_id": "transformers", "token_count": 2167 }
<!--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/upernet.md/0
{ "file_path": "transformers/docs/source/en/model_doc/upernet.md", "repo_id": "transformers", "token_count": 1188 }
<!--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/xls_r.md/0
{ "file_path": "transformers/docs/source/en/model_doc/xls_r.md", "repo_id": "transformers", "token_count": 782 }
<!--- 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 ...
transformers/docs/source/en/perf_hardware.md/0
{ "file_path": "transformers/docs/source/en/perf_hardware.md", "repo_id": "transformers", "token_count": 2319 }
<!--- 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/en/pr_checks.md/0
{ "file_path": "transformers/docs/source/en/pr_checks.md", "repo_id": "transformers", "token_count": 3179 }
<!--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 to...
transformers/docs/source/en/quantization/torchao.md/0
{ "file_path": "transformers/docs/source/en/quantization/torchao.md", "repo_id": "transformers", "token_count": 1627 }
<!--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 agreed...
transformers/docs/source/en/tasks/keypoint_detection.md/0
{ "file_path": "transformers/docs/source/en/tasks/keypoint_detection.md", "repo_id": "transformers", "token_count": 2400 }
- sections: - local: index title: 🤗 Transformers - local: quicktour title: Tour rápido - local: installation title: Instalación title: Empezar - sections: - local: pipeline_tutorial title: Pipelines para inferencia - local: autoclass_tutorial title: Carga instancias preentrenadas con un...
transformers/docs/source/es/_toctree.yml/0
{ "file_path": "transformers/docs/source/es/_toctree.yml", "repo_id": "transformers", "token_count": 1202 }
<!--- 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/es/model_memory_anatomy.md/0
{ "file_path": "transformers/docs/source/es/model_memory_anatomy.md", "repo_id": "transformers", "token_count": 4604 }
<!--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/es/tasks/asr.md/0
{ "file_path": "transformers/docs/source/es/tasks/asr.md", "repo_id": "transformers", "token_count": 6033 }
<!--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/it/autoclass_tutorial.md/0
{ "file_path": "transformers/docs/source/it/autoclass_tutorial.md", "repo_id": "transformers", "token_count": 1960 }
<!-- 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。 ライセンスのコピーは以下から入手できます: http://www.apache.org/licenses/LICENSE-2.0 適用法に従うか、書面による同意がある限り、ライセンスの下でソフトウェアは配布されます。 ライセンスに基づく特定の言語での条件を確認するか、ライセンスを参照してください。 このファイルはMarkdown形式ですが、doc-builder(MDXに類似した...
transformers/docs/source/ja/autoclass_tutorial.md/0
{ "file_path": "transformers/docs/source/ja/autoclass_tutorial.md", "repo_id": "transformers", "token_count": 3607 }
<!--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/ja/internal/generation_utils.md/0
{ "file_path": "transformers/docs/source/ja/internal/generation_utils.md", "repo_id": "transformers", "token_count": 3478 }
<!--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 agreed...
transformers/docs/source/ja/main_classes/logging.md/0
{ "file_path": "transformers/docs/source/ja/main_classes/logging.md", "repo_id": "transformers", "token_count": 2182 }
<!--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 agreed...
transformers/docs/source/ja/model_doc/autoformer.md/0
{ "file_path": "transformers/docs/source/ja/model_doc/autoformer.md", "repo_id": "transformers", "token_count": 1746 }
<!--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 agreed...
transformers/docs/source/ja/model_doc/blip-2.md/0
{ "file_path": "transformers/docs/source/ja/model_doc/blip-2.md", "repo_id": "transformers", "token_count": 2258 }
<!--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/ja/model_doc/conditional_detr.md/0
{ "file_path": "transformers/docs/source/ja/model_doc/conditional_detr.md", "repo_id": "transformers", "token_count": 1847 }
<!--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/ja/model_doc/detr.md/0
{ "file_path": "transformers/docs/source/ja/model_doc/detr.md", "repo_id": "transformers", "token_count": 8070 }
<!--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 agreed...
transformers/docs/source/ja/perf_train_cpu_many.md/0
{ "file_path": "transformers/docs/source/ja/perf_train_cpu_many.md", "repo_id": "transformers", "token_count": 3281 }
<!--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 agreed...
transformers/docs/source/ja/task_summary.md/0
{ "file_path": "transformers/docs/source/ja/task_summary.md", "repo_id": "transformers", "token_count": 11246 }
<!--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/ja/tasks/semantic_segmentation.md/0
{ "file_path": "transformers/docs/source/ja/tasks/semantic_segmentation.md", "repo_id": "transformers", "token_count": 10521 }
<!--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/create_a_model.md/0
{ "file_path": "transformers/docs/source/ko/create_a_model.md", "repo_id": "transformers", "token_count": 11706 }
<!--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/ko/main_classes/model.md/0
{ "file_path": "transformers/docs/source/ko/main_classes/model.md", "repo_id": "transformers", "token_count": 1521 }
<!--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 agreed...
transformers/docs/source/ko/model_doc/blip-2.md/0
{ "file_path": "transformers/docs/source/ko/model_doc/blip-2.md", "repo_id": "transformers", "token_count": 3215 }
<!--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/model_doc/llama.md/0
{ "file_path": "transformers/docs/source/ko/model_doc/llama.md", "repo_id": "transformers", "token_count": 4406 }
<!--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/model_doc/timesformer.md/0
{ "file_path": "transformers/docs/source/ko/model_doc/timesformer.md", "repo_id": "transformers", "token_count": 2136 }
<!--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_cpu_many.md/0
{ "file_path": "transformers/docs/source/ko/perf_train_cpu_many.md", "repo_id": "transformers", "token_count": 4052 }
<!--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/quicktour.md/0
{ "file_path": "transformers/docs/source/ko/quicktour.md", "repo_id": "transformers", "token_count": 17532 }
<!--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 agreed...
transformers/docs/source/ko/tasks/masked_language_modeling.md/0
{ "file_path": "transformers/docs/source/ko/tasks/masked_language_modeling.md", "repo_id": "transformers", "token_count": 10086 }
<!--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/ko/testing.md/0
{ "file_path": "transformers/docs/source/ko/testing.md", "repo_id": "transformers", "token_count": 35205 }
<!--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/pt/custom_models.md/0
{ "file_path": "transformers/docs/source/pt/custom_models.md", "repo_id": "transformers", "token_count": 5917 }
<!--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/fast_tokenizers.md/0
{ "file_path": "transformers/docs/source/zh/fast_tokenizers.md", "repo_id": "transformers", "token_count": 1249 }
<!--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/zh/run_scripts.md/0
{ "file_path": "transformers/docs/source/zh/run_scripts.md", "repo_id": "transformers", "token_count": 8301 }
#!/usr/bin/env python # 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-...
transformers/examples/flax/image-captioning/run_image_captioning_flax.py/0
{ "file_path": "transformers/examples/flax/image-captioning/run_image_captioning_flax.py", "repo_id": "transformers", "token_count": 24327 }
# Summarization (Seq2Seq model) training examples The following example showcases how to finetune a sequence-to-sequence model for summarization using the JAX/Flax backend. JAX/Flax allows you to trace pure functions and compile them into efficient, fused accelerator code on both GPU and TPU. Models written in JAX/Fl...
transformers/examples/flax/summarization/README.md/0
{ "file_path": "transformers/examples/flax/summarization/README.md", "repo_id": "transformers", "token_count": 544 }
#!/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_language_modeling.py/0
{ "file_path": "transformers/examples/legacy/run_language_modeling.py", "repo_id": "transformers", "token_count": 5667 }
# 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/old_test_seq2seq_examples_multi_gpu.py/0
{ "file_path": "transformers/examples/legacy/seq2seq/old_test_seq2seq_examples_multi_gpu.py", "repo_id": "transformers", "token_count": 771 }
if ! [ -f ./dev.txt ]; then echo "Downloading CONLL2003 dev dataset...." curl -L -o ./dev.txt 'https://github.com/davidsbatista/NER-datasets/raw/master/CONLL2003/valid.txt' fi if ! [ -f ./test.txt ]; then echo "Downloading CONLL2003 test dataset...." curl -L -o ./test.txt 'https://github.com/davidsbatista/NER-...
transformers/examples/legacy/token-classification/run_chunk.sh/0
{ "file_path": "transformers/examples/legacy/token-classification/run_chunk.sh", "repo_id": "transformers", "token_count": 414 }
from transformers.models.gemma.modeling_gemma import GemmaForSequenceClassification from transformers.models.llama.configuration_llama import LlamaConfig # Example where we only want to only modify the docstring class MyNewModel2Config(LlamaConfig): r""" This is the configuration class to store the configurat...
transformers/examples/modular-transformers/modular_my_new_model2.py/0
{ "file_path": "transformers/examples/modular-transformers/modular_my_new_model2.py", "repo_id": "transformers", "token_count": 483 }
<!--- 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/image-classification/README.md/0
{ "file_path": "transformers/examples/pytorch/image-classification/README.md", "repo_id": "transformers", "token_count": 2873 }
#!/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/language-modeling/run_clm_no_trainer.py/0
{ "file_path": "transformers/examples/pytorch/language-modeling/run_clm_no_trainer.py", "repo_id": "transformers", "token_count": 12859 }
<!--- 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 }
#!/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": 14055 }
# 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": 12372 }
# 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 }
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 }
{ "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 }
# 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 }
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 }
# 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 }
""" 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 }
# 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 }
""" 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 }
#!/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": 12682 }
#!/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 }
""" coding=utf-8 Copyright 2018, Antonio Mendoza Hao Tan, Mohit Bansal Adapted From Facebook Inc, Detectron2 && Huggingface Co. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache...
transformers/examples/research_projects/visual_bert/modeling_frcnn.py/0
{ "file_path": "transformers/examples/research_projects/visual_bert/modeling_frcnn.py", "repo_id": "transformers", "token_count": 34766 }
#!/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 }
# 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 }
<!--- 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 }
#!/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-wmt19.sh/0
{ "file_path": "transformers/scripts/fsmt/convert-allenai-wmt19.sh", "repo_id": "transformers", "token_count": 950 }
# 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/setup.py/0
{ "file_path": "transformers/setup.py", "repo_id": "transformers", "token_count": 6793 }
#!/usr/bin/env python # coding=utf-8 # Copyright 2024 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/L...
transformers/src/transformers/agents/speech_to_text.py/0
{ "file_path": "transformers/src/transformers/agents/speech_to_text.py", "repo_id": "transformers", "token_count": 462 }
# 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 }
# 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/metrics/squad_metrics.py/0
{ "file_path": "transformers/src/transformers/data/metrics/squad_metrics.py", "repo_id": "transformers", "token_count": 13819 }
# 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/generation/candidate_generator.py/0
{ "file_path": "transformers/src/transformers/generation/candidate_generator.py", "repo_id": "transformers", "token_count": 17972 }
# 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/image_transforms.py/0
{ "file_path": "transformers/src/transformers/image_transforms.py", "repo_id": "transformers", "token_count": 14687 }
# 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 }
#include <torch/extension.h> #include <ATen/ATen.h> #include <vector> #define min(a, b) ((a)<(b)?(a):(b)) #define max(a, b) ((a)>(b)?(a):(b)) std::vector<at::Tensor> index_max_kernel( at::Tensor index_vals, at::Tensor indices, int A_num_block, int B_num_block ); at::Tensor mm_to_sparse_kernel( at::Tensor d...
transformers/src/transformers/kernels/mra/cuda_launch.h/0
{ "file_path": "transformers/src/transformers/kernels/mra/cuda_launch.h", "repo_id": "transformers", "token_count": 312 }
# 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/loss/loss_rt_detr.py/0
{ "file_path": "transformers/src/transformers/loss/loss_rt_detr.py", "repo_id": "transformers", "token_count": 9478 }
# coding=utf-8 # Copyright 2022 WenXiang ZhongzhiCheng LedellWu LiuGuang BoWenZhang 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 # # htt...
transformers/src/transformers/models/altclip/processing_altclip.py/0
{ "file_path": "transformers/src/transformers/models/altclip/processing_altclip.py", "repo_id": "transformers", "token_count": 2643 }
# 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/auto/feature_extraction_auto.py/0
{ "file_path": "transformers/src/transformers/models/auto/feature_extraction_auto.py", "repo_id": "transformers", "token_count": 7831 }
# coding=utf-8 # Copyright 2023 The Suno AI 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/bark/configuration_bark.py/0
{ "file_path": "transformers/src/transformers/models/bark/configuration_bark.py", "repo_id": "transformers", "token_count": 4331 }
# coding=utf-8 # Copyright 2021 Google Research and The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICE...
transformers/src/transformers/models/big_bird/modeling_big_bird.py/0
{ "file_path": "transformers/src/transformers/models/big_bird/modeling_big_bird.py", "repo_id": "transformers", "token_count": 64712 }
# 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/bit/image_processing_bit.py/0
{ "file_path": "transformers/src/transformers/models/bit/image_processing_bit.py", "repo_id": "transformers", "token_count": 6696 }
# 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/...
transformers/src/transformers/models/blenderbot_small/tokenization_blenderbot_small_fast.py/0
{ "file_path": "transformers/src/transformers/models/blenderbot_small/tokenization_blenderbot_small_fast.py", "repo_id": "transformers", "token_count": 1422 }
# 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-2.0 # # Unless re...
transformers/src/transformers/models/chameleon/convert_chameleon_weights_to_hf.py/0
{ "file_path": "transformers/src/transformers/models/chameleon/convert_chameleon_weights_to_hf.py", "repo_id": "transformers", "token_count": 9652 }
# 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/clap/processing_clap.py/0
{ "file_path": "transformers/src/transformers/models/clap/processing_clap.py", "repo_id": "transformers", "token_count": 2183 }
# coding=utf-8 # Copyright 2022 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/clipseg/modeling_clipseg.py/0
{ "file_path": "transformers/src/transformers/models/clipseg/modeling_clipseg.py", "repo_id": "transformers", "token_count": 28557 }
# coding=utf-8 # Copyright 2022 The Salesforce authors, The Open AI 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/l...
transformers/src/transformers/models/codegen/tokenization_codegen.py/0
{ "file_path": "transformers/src/transformers/models/codegen/tokenization_codegen.py", "repo_id": "transformers", "token_count": 7191 }
# 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/convnext/convert_convnext_to_pytorch.py/0
{ "file_path": "transformers/src/transformers/models/convnext/convert_convnext_to_pytorch.py", "repo_id": "transformers", "token_count": 4224 }
# 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 # # http://www.apache.org/licenses/LIC...
transformers/src/transformers/models/cpmant/modeling_cpmant.py/0
{ "file_path": "transformers/src/transformers/models/cpmant/modeling_cpmant.py", "repo_id": "transformers", "token_count": 16530 }
# coding=utf-8 # Copyright 2022 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...
transformers/src/transformers/models/decision_transformer/configuration_decision_transformer.py/0
{ "file_path": "transformers/src/transformers/models/decision_transformer/configuration_decision_transformer.py", "repo_id": "transformers", "token_count": 2676 }
# coding=utf-8 # Copyright 2022 Snapchat Research and The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LI...
transformers/src/transformers/models/deprecated/efficientformer/modeling_efficientformer.py/0
{ "file_path": "transformers/src/transformers/models/deprecated/efficientformer/modeling_efficientformer.py", "repo_id": "transformers", "token_count": 13806 }