text stringlengths 5 631k | id stringlengths 14 178 | metadata dict | __index_level_0__ int64 0 647 |
|---|---|---|---|
FROM nvidia/cuda:10.2-cudnn7-devel-ubuntu18.04
LABEL maintainer="Hugging Face"
LABEL repository="transformers"
RUN apt update && \
apt install -y bash \
build-essential \
git \
curl \
ca-certificates \
python3 \
... | transformers/docker/transformers-gpu/Dockerfile/0 | {
"file_path": "transformers/docker/transformers-gpu/Dockerfile",
"repo_id": "transformers",
"token_count": 397
} | 360 |
# المعالجة المسبقة Preprocessing
[[open-in-colab]]
قبل تدريب نموذج على مجموعة بيانات، يجب معالجتها مسبقًا وفقًا تنسيق المتوقع لمدخلات النموذج. سواء كانت بياناتك نصية أو صورًا أو صوتًا، فيجب تحويلها وتجميعها في دفعات من الموترات. يوفر 🤗 Transformers مجموعة من فئات المعالجة المسبقة للمساعدة في إعداد بياناتك للنموذج. ... | transformers/docs/source/ar/preprocessing.md/0 | {
"file_path": "transformers/docs/source/ar/preprocessing.md",
"repo_id": "transformers",
"token_count": 15734
} | 361 |
# Tiktoken والتفاعل مع Transformers
يتم دمج دعم ملفات نموذج tiktoken بسلاسة في 🤗 transformers عند تحميل النماذج
`from_pretrained` مع ملف `tokenizer.model` tiktoken على Hub، والذي يتم تحويله تلقائيًا إلى [المحلل اللغوي السريع](https://huggingface.co/docs/transformers/main/en/main_classes/tokenizer#transformers.PreTrai... | transformers/docs/source/ar/tiktoken.md/0 | {
"file_path": "transformers/docs/source/ar/tiktoken.md",
"repo_id": "transformers",
"token_count": 1097
} | 362 |
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"file_path": "transformers/docs/source/de/model_sharing.md",
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"token_count": 4283
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"file_path": "transformers/docs/source/en/executorch.md",
"repo_id": "transformers",
"token_count": 910
} | 364 |
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"file_path": "transformers/docs/source/en/main_classes/data_collator.md",
"repo_id": "transformers",
"token_count": 705
} | 365 |
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"file_path": "transformers/docs/source/en/main_classes/tokenizer.md",
"repo_id": "transformers",
"token_count": 1447
} | 366 |
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Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/barthez.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/barthez.md",
"repo_id": "transformers",
"token_count": 1112
} | 367 |
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"file_path": "transformers/docs/source/en/model_doc/bloom.md",
"repo_id": "transformers",
"token_count": 1181
} | 368 |
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"file_path": "transformers/docs/source/en/model_doc/data2vec.md",
"repo_id": "transformers",
"token_count": 3369
} | 369 |
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Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/detr.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/detr.md",
"repo_id": "transformers",
"token_count": 4408
} | 370 |
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"file_path": "transformers/docs/source/en/model_doc/efficientloftr.md",
"repo_id": "transformers",
"token_count": 2016
} | 371 |
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Unless required by applicable law or agreed to... | transformers/docs/source/en/model_doc/falcon_h1.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/falcon_h1.md",
"repo_id": "transformers",
"token_count": 1269
} | 372 |
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Unless required by applicable law or agree... | transformers/docs/source/en/model_doc/gemma3n.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/gemma3n.md",
"repo_id": "transformers",
"token_count": 2680
} | 373 |
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Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/gptj.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/gptj.md",
"repo_id": "transformers",
"token_count": 2534
} | 374 |
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Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/llava.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/llava.md",
"repo_id": "transformers",
"token_count": 3790
} | 375 |
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Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/mm-grounding-dino.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/mm-grounding-dino.md",
"repo_id": "transformers",
"token_count": 4107
} | 376 |
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Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/musicgen_melody.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/musicgen_melody.md",
"repo_id": "transformers",
"token_count": 4347
} | 377 |
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Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/openai-gpt.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/openai-gpt.md",
"repo_id": "transformers",
"token_count": 1205
} | 378 |
<!--Copyright 2024 The Qwen Team and The HuggingFace Team. All rights reserved.
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Unless required by applic... | transformers/docs/source/en/model_doc/qwen2_moe.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/qwen2_moe.md",
"repo_id": "transformers",
"token_count": 2020
} | 379 |
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Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/siglip2.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/siglip2.md",
"repo_id": "transformers",
"token_count": 2963
} | 380 |
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Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/swinv2.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/swinv2.md",
"repo_id": "transformers",
"token_count": 1239
} | 381 |
<!--Copyright 2023 The HuggingFace Team. All rights reserved.
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the License. You may obtain a copy of the License at
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Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/tvlt.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/tvlt.md",
"repo_id": "transformers",
"token_count": 1334
} | 382 |
<!--Copyright 2021 The HuggingFace Team. All rights reserved.
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the License. You may obtain a copy of the License at
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Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/visual_bert.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/visual_bert.md",
"repo_id": "transformers",
"token_count": 2004
} | 383 |
<!--Copyright 2021 The HuggingFace Team. All rights reserved.
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the License. You may obtain a copy of the License at
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Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/wavlm.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/wavlm.md",
"repo_id": "transformers",
"token_count": 1067
} | 384 |
<!--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
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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": 1339
} | 385 |
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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Unless required by applicable law or agreed... | transformers/docs/source/en/perf_infer_gpu_one.md/0 | {
"file_path": "transformers/docs/source/en/perf_infer_gpu_one.md",
"repo_id": "transformers",
"token_count": 4992
} | 386 |
<!--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
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Unless required by applicable law or agreed to... | transformers/docs/source/en/quantization/auto_round.md/0 | {
"file_path": "transformers/docs/source/en/quantization/auto_round.md",
"repo_id": "transformers",
"token_count": 3835
} | 387 |
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Unless required by applicable law or agreed... | transformers/docs/source/en/quantization/quanto.md/0 | {
"file_path": "transformers/docs/source/en/quantization/quanto.md",
"repo_id": "transformers",
"token_count": 884
} | 388 |
<!--Copyright 2022 The HuggingFace Team. All rights reserved.
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Unless required by applicable law or agreed... | transformers/docs/source/en/tasks/image_classification.md/0 | {
"file_path": "transformers/docs/source/en/tasks/image_classification.md",
"repo_id": "transformers",
"token_count": 6144
} | 389 |
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Unless required by applicable law or agreed... | transformers/docs/source/en/trainer.md/0 | {
"file_path": "transformers/docs/source/en/trainer.md",
"repo_id": "transformers",
"token_count": 7024
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Unless required by applicable law or agreed... | transformers/docs/source/es/custom_models.md/0 | {
"file_path": "transformers/docs/source/es/custom_models.md",
"repo_id": "transformers",
"token_count": 5982
} | 391 |
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Unless required by applicable law or agreed... | transformers/docs/source/es/preprocessing.md/0 | {
"file_path": "transformers/docs/source/es/preprocessing.md",
"repo_id": "transformers",
"token_count": 13019
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"file_path": "transformers/docs/source/hi/pipeline_tutorial.md",
"repo_id": "transformers",
"token_count": 13934
} | 393 |
<!---
Copyright 2020 The HuggingFace Team. Tutti i diritti riservati.
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"file_path": "transformers/docs/source/it/migration.md",
"repo_id": "transformers",
"token_count": 5576
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Unless required by applicable law or agreed... | transformers/docs/source/it/run_scripts.md/0 | {
"file_path": "transformers/docs/source/it/run_scripts.md",
"repo_id": "transformers",
"token_count": 6854
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Unless required by applicable law or agreed... | transformers/docs/source/ja/glossary.md/0 | {
"file_path": "transformers/docs/source/ja/glossary.md",
"repo_id": "transformers",
"token_count": 12796
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"token_count": 868
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"file_path": "transformers/docs/source/ja/model_doc/albert.md",
"repo_id": "transformers",
"token_count": 2972
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"file_path": "transformers/docs/source/ja/model_doc/bigbird_pegasus.md",
"repo_id": "transformers",
"token_count": 2276
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"file_path": "transformers/docs/source/ja/model_doc/clip.md",
"repo_id": "transformers",
"token_count": 4575
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"file_path": "transformers/docs/source/ja/model_doc/decision_transformer.md",
"repo_id": "transformers",
"token_count": 1069
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"file_path": "transformers/docs/source/ja/perf_infer_gpu_many.md",
"repo_id": "transformers",
"token_count": 2559
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Unless required by applicable law or ... | transformers/docs/source/ja/pr_checks.md/0 | {
"file_path": "transformers/docs/source/ja/pr_checks.md",
"repo_id": "transformers",
"token_count": 5982
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"file_path": "transformers/docs/source/ja/tasks/monocular_depth_estimation.md",
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"file_path": "transformers/docs/source/ja/tf_xla.md",
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Unless required by applicable law or agreed... | transformers/docs/source/ko/conversations.md/0 | {
"file_path": "transformers/docs/source/ko/conversations.md",
"repo_id": "transformers",
"token_count": 12874
} | 406 |
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Unless required by applicable law or agreed... | transformers/docs/source/ko/internal/file_utils.md/0 | {
"file_path": "transformers/docs/source/ko/internal/file_utils.md",
"repo_id": "transformers",
"token_count": 665
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Unless required by applicable law or agreed... | transformers/docs/source/ko/main_classes/logging.md/0 | {
"file_path": "transformers/docs/source/ko/main_classes/logging.md",
"repo_id": "transformers",
"token_count": 3355
} | 408 |
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"file_path": "transformers/docs/source/ko/model_doc/bart.md",
"repo_id": "transformers",
"token_count": 6630
} | 409 |
<!--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/model_doc/deberta.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/deberta.md",
"repo_id": "transformers",
"token_count": 4742
} | 410 |
<!--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/ko/model_doc/llama3.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/llama3.md",
"repo_id": "transformers",
"token_count": 4840
} | 411 |
<!--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/time_series_transformer.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/time_series_transformer.md",
"repo_id": "transformers",
"token_count": 3888
} | 412 |
<!--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_infer_gpu_one.md/0 | {
"file_path": "transformers/docs/source/ko/perf_infer_gpu_one.md",
"repo_id": "transformers",
"token_count": 6519
} | 413 |
<!--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/ko/quantization/quanto.md/0 | {
"file_path": "transformers/docs/source/ko/quantization/quanto.md",
"repo_id": "transformers",
"token_count": 2333
} | 414 |
<!--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/language_modeling.md/0 | {
"file_path": "transformers/docs/source/ko/tasks/language_modeling.md",
"repo_id": "transformers",
"token_count": 10486
} | 415 |
<!--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/zero_shot_object_detection.md/0 | {
"file_path": "transformers/docs/source/ko/tasks/zero_shot_object_detection.md",
"repo_id": "transformers",
"token_count": 7704
} | 416 |
<!--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": 5914
} | 417 |
<!--
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
} | 418 |
<!--Copyright 2020 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/zh/task_summary.md/0 | {
"file_path": "transformers/docs/source/zh/task_summary.md",
"repo_id": "transformers",
"token_count": 11207
} | 419 |
<!---
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/flax/language-modeling/README.md/0 | {
"file_path": "transformers/examples/flax/language-modeling/README.md",
"repo_id": "transformers",
"token_count": 7221
} | 420 |
#!/usr/bin/env python
# Copyright 2020 The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http:... | transformers/examples/legacy/benchmarking/run_benchmark.py/0 | {
"file_path": "transformers/examples/legacy/benchmarking/run_benchmark.py",
"repo_id": "transformers",
"token_count": 692
} | 421 |
#!/usr/bin/env python
# Copyright 2018 Google AI, Google Brain and Carnegie Mellon University 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 t... | transformers/examples/legacy/run_openai_gpt.py/0 | {
"file_path": "transformers/examples/legacy/run_openai_gpt.py",
"repo_id": "transformers",
"token_count": 6163
} | 422 |
# 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_tatoeba_conversion.py/0 | {
"file_path": "transformers/examples/legacy/seq2seq/old_test_tatoeba_conversion.py",
"repo_id": "transformers",
"token_count": 467
} | 423 |
# 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 copy of the Licens... | transformers/examples/legacy/token-classification/run_ner.py/0 | {
"file_path": "transformers/examples/legacy/token-classification/run_ner.py",
"repo_id": "transformers",
"token_count": 5001
} | 424 |
# 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/examples/pytorch/3d_parallel_checks.py/0 | {
"file_path": "transformers/examples/pytorch/3d_parallel_checks.py",
"repo_id": "transformers",
"token_count": 16135
} | 425 |
<!---
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/examples/pytorch/image-pretraining/README.md/0 | {
"file_path": "transformers/examples/pytorch/image-pretraining/README.md",
"repo_id": "transformers",
"token_count": 3469
} | 426 |
#!/usr/bin/env python
# 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
#
# U... | transformers/examples/pytorch/question-answering/run_qa_beam_search_no_trainer.py/0 | {
"file_path": "transformers/examples/pytorch/question-answering/run_qa_beam_search_no_trainer.py",
"repo_id": "transformers",
"token_count": 20561
} | 427 |
#!/usr/bin/env python
# Copyright 2018 Google AI, Google Brain and Carnegie Mellon University 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 t... | transformers/examples/pytorch/text-generation/run_generation.py/0 | {
"file_path": "transformers/examples/pytorch/text-generation/run_generation.py",
"repo_id": "transformers",
"token_count": 6824
} | 428 |
#!/usr/bin/env python
# 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
#
# U... | transformers/examples/run_on_remote.py/0 | {
"file_path": "transformers/examples/run_on_remote.py",
"repo_id": "transformers",
"token_count": 1306
} | 429 |
#!/usr/bin/env python
# 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
#
# U... | transformers/examples/tensorflow/language-modeling/run_clm.py/0 | {
"file_path": "transformers/examples/tensorflow/language-modeling/run_clm.py",
"repo_id": "transformers",
"token_count": 12096
} | 430 |
#!/usr/bin/env python
# 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
#
# U... | transformers/examples/tensorflow/text-classification/run_text_classification.py/0 | {
"file_path": "transformers/examples/tensorflow/text-classification/run_text_classification.py",
"repo_id": "transformers",
"token_count": 10584
} | 431 |
from abc import ABC, abstractmethod
from collections.abc import Iterable
from typing import Any, Optional
import torch
from .configuration_utils import PretrainedConfig
from .utils import (
is_hqq_available,
is_quanto_greater,
is_torch_greater_or_equal,
is_torchdynamo_compiling,
logging,
)
if is... | transformers/src/transformers/cache_utils.py/0 | {
"file_path": "transformers/src/transformers/cache_utils.py",
"repo_id": "transformers",
"token_count": 27729
} | 432 |
# 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 law or agreed ... | transformers/src/transformers/convert_slow_tokenizers_checkpoints_to_fast.py/0 | {
"file_path": "transformers/src/transformers/convert_slow_tokenizers_checkpoints_to_fast.py",
"repo_id": "transformers",
"token_count": 2027
} | 433 |
# coding=utf-8
# Copyright 2024 The HuggingFace Inc. team and Google DeepMind.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may 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/generation/logits_process.py/0 | {
"file_path": "transformers/src/transformers/generation/logits_process.py",
"repo_id": "transformers",
"token_count": 60504
} | 434 |
# 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/aqlm.py/0 | {
"file_path": "transformers/src/transformers/integrations/aqlm.py",
"repo_id": "transformers",
"token_count": 1867
} | 435 |
# 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/higgs.py/0 | {
"file_path": "transformers/src/transformers/integrations/higgs.py",
"repo_id": "transformers",
"token_count": 18081
} | 436 |
import logging
import os
from pathlib import Path
from time import sleep
from typing import Callable, Optional, Union
import numpy as np
import tensorflow as tf
from huggingface_hub import Repository, create_repo
from packaging.version import parse
from . import IntervalStrategy, PreTrainedTokenizerBase
from .modelca... | transformers/src/transformers/keras_callbacks.py/0 | {
"file_path": "transformers/src/transformers/keras_callbacks.py",
"repo_id": "transformers",
"token_count": 8714
} | 437 |
#include <torch/extension.h>
#include <ATen/ATen.h>
#include "cuda_launch.h"
#include <vector>
std::vector<at::Tensor> index_max(
at::Tensor index_vals,
at::Tensor indices,
int A_num_block,
int B_num_block
) {
return index_max_kernel(
index_vals,
indices,
A_num_block,
B_num_block
);
}
at::... | transformers/src/transformers/kernels/mra/torch_extension.cpp/0 | {
"file_path": "transformers/src/transformers/kernels/mra/torch_extension.cpp",
"repo_id": "transformers",
"token_count": 655
} | 438 |
# 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 applicabl... | transformers/src/transformers/loss/loss_grounding_dino.py/0 | {
"file_path": "transformers/src/transformers/loss/loss_grounding_dino.py",
"repo_id": "transformers",
"token_count": 4548
} | 439 |
# 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 copy of the Licens... | transformers/src/transformers/modeling_tf_pytorch_utils.py/0 | {
"file_path": "transformers/src/transformers/modeling_tf_pytorch_utils.py",
"repo_id": "transformers",
"token_count": 11686
} | 440 |
# coding=utf-8
# Copyright 2018 Google AI, Google Brain and the HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# U... | transformers/src/transformers/models/albert/tokenization_albert_fast.py/0 | {
"file_path": "transformers/src/transformers/models/albert/tokenization_albert_fast.py",
"repo_id": "transformers",
"token_count": 3005
} | 441 |
# 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/LICENSE-2.0
#
# Unless required by appl... | transformers/src/transformers/models/aria/convert_aria_weights_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/aria/convert_aria_weights_to_hf.py",
"repo_id": "transformers",
"token_count": 2358
} | 442 |
# coding=utf-8
# Copyright 2018 The Google Flax 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/licenses/LICENSE-2.0
... | transformers/src/transformers/models/auto/modeling_flax_auto.py/0 | {
"file_path": "transformers/src/transformers/models/auto/modeling_flax_auto.py",
"repo_id": "transformers",
"token_count": 6754
} | 443 |
# coding=utf-8
# Copyright (c) 2020, VinAI Research and the HuggingFace Inc. team.
# Copyright 2018 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 th... | transformers/src/transformers/models/bertweet/tokenization_bertweet.py/0 | {
"file_path": "transformers/src/transformers/models/bertweet/tokenization_bertweet.py",
"repo_id": "transformers",
"token_count": 12050
} | 444 |
# coding=utf-8
# Copyright 2022 The HuggingFace Team and Microsoft Research AI4Science All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licen... | transformers/src/transformers/models/biogpt/modular_biogpt.py/0 | {
"file_path": "transformers/src/transformers/models/biogpt/modular_biogpt.py",
"repo_id": "transformers",
"token_count": 14798
} | 445 |
# coding=utf-8
# Copyright 2021 The Fairseq Authors and The Google Flax Team 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
#
# ... | transformers/src/transformers/models/blenderbot/modeling_flax_blenderbot.py/0 | {
"file_path": "transformers/src/transformers/models/blenderbot/modeling_flax_blenderbot.py",
"repo_id": "transformers",
"token_count": 28394
} | 446 |
# coding=utf-8
# Copyright 2022 The Salesforce 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/licens... | transformers/src/transformers/models/blip/modeling_blip.py/0 | {
"file_path": "transformers/src/transformers/models/blip/modeling_blip.py",
"repo_id": "transformers",
"token_count": 24680
} | 447 |
# 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/src/transformers/models/clip/convert_clip_original_pytorch_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/clip/convert_clip_original_pytorch_to_hf.py",
"repo_id": "transformers",
"token_count": 2313
} | 448 |
# coding=utf-8
# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/src/transformers/models/clvp/configuration_clvp.py/0 | {
"file_path": "transformers/src/transformers/models/clvp/configuration_clvp.py",
"repo_id": "transformers",
"token_count": 7862
} | 449 |
# coding=utf-8
# Copyright 2024 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/colpali/convert_colpali_weights_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/colpali/convert_colpali_weights_to_hf.py",
"repo_id": "transformers",
"token_count": 3083
} | 450 |
# coding=utf-8
# Copyright 2022 Microsoft Research Asia and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licen... | transformers/src/transformers/models/conditional_detr/modeling_conditional_detr.py/0 | {
"file_path": "transformers/src/transformers/models/conditional_detr/modeling_conditional_detr.py",
"repo_id": "transformers",
"token_count": 39436
} | 451 |
# 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/modeling_tf_convnext.py/0 | {
"file_path": "transformers/src/transformers/models/convnext/modeling_tf_convnext.py",
"repo_id": "transformers",
"token_count": 11601
} | 452 |
# coding=utf-8
# Copyright 2025 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/csm/generation_csm.py/0 | {
"file_path": "transformers/src/transformers/models/csm/generation_csm.py",
"repo_id": "transformers",
"token_count": 10347
} | 453 |
# coding=utf-8
# Copyright 2025 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/d_fine/convert_d_fine_original_pytorch_checkpoint_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/d_fine/convert_d_fine_original_pytorch_checkpoint_to_hf.py",
"repo_id": "transformers",
"token_count": 18833
} | 454 |
# 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/data2vec/convert_data2vec_audio_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/data2vec/convert_data2vec_audio_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 4733
} | 455 |
# coding=utf-8
# Copyright 2020 Microsoft and the HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required... | transformers/src/transformers/models/deberta/tokenization_deberta_fast.py/0 | {
"file_path": "transformers/src/transformers/models/deberta/tokenization_deberta_fast.py",
"repo_id": "transformers",
"token_count": 3553
} | 456 |
# Copyright 2025 Deepseek AI 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 requi... | transformers/src/transformers/models/deepseek_vl_hybrid/modular_deepseek_vl_hybrid.py/0 | {
"file_path": "transformers/src/transformers/models/deepseek_vl_hybrid/modular_deepseek_vl_hybrid.py",
"repo_id": "transformers",
"token_count": 20097
} | 457 |
# coding=utf-8
# Copyright 2021 Facebook AI Research (FAIR), Ross Wightman, 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.... | transformers/src/transformers/models/deit/modeling_deit.py/0 | {
"file_path": "transformers/src/transformers/models/deit/modeling_deit.py",
"repo_id": "transformers",
"token_count": 16131
} | 458 |
# coding=utf-8
# Copyright 2023 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_tf_efficientformer.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/efficientformer/modeling_tf_efficientformer.py",
"repo_id": "transformers",
"token_count": 21591
} | 459 |
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