Path	Lines of Code
transformers_doc/ar/language_modeling.ipynb	865
transformers_doc/ar/llm_tutorial.ipynb	593
transformers_doc/ar/llm_tutorial_optimization.ipynb	1217
transformers_doc/ar/masked_language_modeling.ipynb	880
transformers_doc/ar/multiple_choice.ipynb	785
transformers_doc/ar/peft.ipynb	493
transformers_doc/ar/perplexity.ipynb	172
transformers_doc/ar/preprocessing.ipynb	1162
transformers_doc/ar/pytorch/language_modeling.ipynb	656
transformers_doc/ar/pytorch/llm_tutorial.ipynb	593
transformers_doc/ar/pytorch/llm_tutorial_optimization.ipynb	1217
transformers_doc/ar/pytorch/masked_language_modeling.ipynb	664
transformers_doc/ar/pytorch/multiple_choice.ipynb	508
transformers_doc/ar/pytorch/peft.ipynb	493
transformers_doc/ar/pytorch/perplexity.ipynb	172
transformers_doc/ar/pytorch/preprocessing.ipynb	1124
transformers_doc/ar/pytorch/question_answering.ipynb	602
transformers_doc/ar/pytorch/quicktour.ipynb	900
transformers_doc/ar/pytorch/token_classification.ipynb	750
transformers_doc/ar/pytorch/tokenizer_summary.ipynb	460
transformers_doc/ar/pytorch/translation.ipynb	604
transformers_doc/ar/question_answering.ipynb	830
transformers_doc/ar/quicktour.ipynb	1062
transformers_doc/ar/tensorflow/language_modeling.ipynb	673
transformers_doc/ar/tensorflow/llm_tutorial.ipynb	593
transformers_doc/ar/tensorflow/llm_tutorial_optimization.ipynb	1217
transformers_doc/ar/tensorflow/masked_language_modeling.ipynb	680
transformers_doc/ar/tensorflow/multiple_choice.ipynb	589
transformers_doc/ar/tensorflow/peft.ipynb	493
transformers_doc/ar/tensorflow/perplexity.ipynb	172
transformers_doc/ar/tensorflow/preprocessing.ipynb	1128
transformers_doc/ar/tensorflow/question_answering.ipynb	653
transformers_doc/ar/tensorflow/quicktour.ipynb	874
transformers_doc/ar/tensorflow/token_classification.ipynb	836
transformers_doc/ar/tensorflow/tokenizer_summary.ipynb	460
transformers_doc/ar/tensorflow/translation.ipynb	682
transformers_doc/ar/token_classification.ipynb	1016
transformers_doc/ar/tokenizer_summary.ipynb	460
transformers_doc/ar/translation.ipynb	842
transformers_doc/de/llm_tutorial.ipynb	476
transformers_doc/de/peft.ipynb	402
transformers_doc/de/preprocessing.ipynb	1185
transformers_doc/de/pytorch/llm_tutorial.ipynb	476
transformers_doc/de/pytorch/peft.ipynb	402
transformers_doc/de/pytorch/preprocessing.ipynb	1147
transformers_doc/de/pytorch/quicktour.ipynb	742
transformers_doc/de/quicktour.ipynb	904
transformers_doc/de/tensorflow/llm_tutorial.ipynb	476
transformers_doc/de/tensorflow/peft.ipynb	402
transformers_doc/de/tensorflow/preprocessing.ipynb	1151
transformers_doc/de/tensorflow/quicktour.ipynb	730
transformers_doc/en/asr.ipynb	717
transformers_doc/en/audio_classification.ipynb	664
transformers_doc/en/benchmarks.ipynb	503
transformers_doc/en/idefics.ipynb	698
transformers_doc/en/image_captioning.ipynb	471
transformers_doc/en/image_classification.ipynb	983
transformers_doc/en/image_feature_extraction.ipynb	266
transformers_doc/en/image_text_to_text.ipynb	474
transformers_doc/en/image_to_image.ipynb	230
transformers_doc/en/keypoint_detection.ipynb	234
transformers_doc/en/knowledge_distillation_for_image_classification.ipynb	288
transformers_doc/en/language_modeling.ipynb	867
transformers_doc/en/llm_tutorial.ipynb	601
transformers_doc/en/llm_tutorial_optimization.ipynb	1188
transformers_doc/en/masked_language_modeling.ipynb	880
transformers_doc/en/multilingual.ipynb	396
transformers_doc/en/multiple_choice.ipynb	707
transformers_doc/en/object_detection.ipynb	1875
transformers_doc/en/peft.ipynb	275
transformers_doc/en/performance.ipynb	1783
transformers_doc/en/perplexity.ipynb	213
transformers_doc/en/preprocessing.ipynb	1138
transformers_doc/en/prompting.ipynb	418
transformers_doc/en/pytorch/asr.ipynb	717
transformers_doc/en/pytorch/audio_classification.ipynb	664
transformers_doc/en/pytorch/benchmarks.ipynb	325
transformers_doc/en/pytorch/idefics.ipynb	698
transformers_doc/en/pytorch/image_captioning.ipynb	471
transformers_doc/en/pytorch/image_classification.ipynb	622
transformers_doc/en/pytorch/image_feature_extraction.ipynb	266
transformers_doc/en/pytorch/image_text_to_text.ipynb	474
transformers_doc/en/pytorch/image_to_image.ipynb	230
transformers_doc/en/pytorch/keypoint_detection.ipynb	234
transformers_doc/en/pytorch/knowledge_distillation_for_image_classification.ipynb	288
transformers_doc/en/pytorch/language_modeling.ipynb	658
transformers_doc/en/pytorch/llm_tutorial.ipynb	601
transformers_doc/en/pytorch/llm_tutorial_optimization.ipynb	1188
transformers_doc/en/pytorch/masked_language_modeling.ipynb	664
transformers_doc/en/pytorch/multilingual.ipynb	396
transformers_doc/en/pytorch/multiple_choice.ipynb	474
transformers_doc/en/pytorch/object_detection.ipynb	1875
transformers_doc/en/pytorch/peft.ipynb	275
transformers_doc/en/pytorch/performance.ipynb	1783
transformers_doc/en/pytorch/perplexity.ipynb	213
transformers_doc/en/pytorch/preprocessing.ipynb	1100
transformers_doc/en/pytorch/prompting.ipynb	418
transformers_doc/en/pytorch/question_answering.ipynb	602
transformers_doc/en/pytorch/quicktour.ipynb	652
transformers_doc/en/pytorch/semantic_segmentation.ipynb	1095
transformers_doc/en/pytorch/task_summary.ipynb	1474
transformers_doc/en/pytorch/text-to-speech.ipynb	1229
transformers_doc/en/pytorch/tf_xla.ipynb	221
transformers_doc/en/pytorch/token_classification.ipynb	752
transformers_doc/en/pytorch/tokenizer_summary.ipynb	527
transformers_doc/en/pytorch/training.ipynb	334
transformers_doc/en/pytorch/translation.ipynb	608
transformers_doc/en/pytorch/video_text_to_text.ipynb	207
transformers_doc/en/pytorch/visual_question_answering.ipynb	758
transformers_doc/en/pytorch/zero_shot_image_classification.ipynb	279
transformers_doc/en/pytorch/zero_shot_object_detection.ipynb	502
transformers_doc/en/quantization/torchao.ipynb	111
transformers_doc/en/question_answering.ipynb	829
transformers_doc/en/quicktour.ipynb	652
transformers_doc/en/semantic_segmentation.ipynb	1427
transformers_doc/en/task_summary.ipynb	1833
transformers_doc/en/tensorflow/asr.ipynb	557
transformers_doc/en/tensorflow/audio_classification.ipynb	511
transformers_doc/en/tensorflow/benchmarks.ipynb	329
transformers_doc/en/tensorflow/idefics.ipynb	698
transformers_doc/en/tensorflow/image_captioning.ipynb	471
transformers_doc/en/tensorflow/image_classification.ipynb	745
transformers_doc/en/tensorflow/image_feature_extraction.ipynb	266
transformers_doc/en/tensorflow/image_text_to_text.ipynb	474
transformers_doc/en/tensorflow/image_to_image.ipynb	230
transformers_doc/en/tensorflow/keypoint_detection.ipynb	234
transformers_doc/en/tensorflow/knowledge_distillation_for_image_classification.ipynb	288
transformers_doc/en/tensorflow/language_modeling.ipynb	675
transformers_doc/en/tensorflow/llm_tutorial.ipynb	601
transformers_doc/en/tensorflow/llm_tutorial_optimization.ipynb	1188
transformers_doc/en/tensorflow/masked_language_modeling.ipynb	681
transformers_doc/en/tensorflow/multilingual.ipynb	396
transformers_doc/en/tensorflow/multiple_choice.ipynb	556
transformers_doc/en/tensorflow/object_detection.ipynb	1875
transformers_doc/en/tensorflow/peft.ipynb	275
transformers_doc/en/tensorflow/performance.ipynb	1783
transformers_doc/en/tensorflow/perplexity.ipynb	213
transformers_doc/en/tensorflow/preprocessing.ipynb	1104
transformers_doc/en/tensorflow/prompting.ipynb	418
transformers_doc/en/tensorflow/question_answering.ipynb	653
transformers_doc/en/tensorflow/quicktour.ipynb	652
transformers_doc/en/tensorflow/semantic_segmentation.ipynb	1167
transformers_doc/en/tensorflow/task_summary.ipynb	1325
transformers_doc/en/tensorflow/text-to-speech.ipynb	1229
transformers_doc/en/tensorflow/tf_xla.ipynb	221
transformers_doc/en/tensorflow/token_classification.ipynb	838
transformers_doc/en/tensorflow/tokenizer_summary.ipynb	527
transformers_doc/en/tensorflow/training.ipynb	334
transformers_doc/en/tensorflow/translation.ipynb	686
transformers_doc/en/tensorflow/video_text_to_text.ipynb	207
transformers_doc/en/tensorflow/visual_question_answering.ipynb	758
transformers_doc/en/tensorflow/zero_shot_image_classification.ipynb	279
transformers_doc/en/tensorflow/zero_shot_object_detection.ipynb	502
transformers_doc/en/text-to-speech.ipynb	1229
transformers_doc/en/tf_xla.ipynb	221
transformers_doc/en/token_classification.ipynb	1018
transformers_doc/en/tokenizer_summary.ipynb	527
transformers_doc/en/training.ipynb	334
transformers_doc/en/translation.ipynb	846
transformers_doc/en/video_text_to_text.ipynb	207
transformers_doc/en/visual_question_answering.ipynb	758
transformers_doc/en/zero_shot_image_classification.ipynb	279
transformers_doc/en/zero_shot_object_detection.ipynb	502
transformers_doc/es/image_captioning.ipynb	470
transformers_doc/es/multilingual.ipynb	396
transformers_doc/es/perplexity.ipynb	178
transformers_doc/es/preprocessing.ipynb	1250
transformers_doc/es/pytorch/image_captioning.ipynb	470
transformers_doc/es/pytorch/multilingual.ipynb	396
transformers_doc/es/pytorch/perplexity.ipynb	178
transformers_doc/es/pytorch/preprocessing.ipynb	1250
transformers_doc/es/pytorch/quicktour.ipynb	651
transformers_doc/es/pytorch/tokenizer_summary.ipynb	420
transformers_doc/es/quicktour.ipynb	807
transformers_doc/es/tensorflow/image_captioning.ipynb	470
transformers_doc/es/tensorflow/multilingual.ipynb	396
transformers_doc/es/tensorflow/perplexity.ipynb	178
transformers_doc/es/tensorflow/preprocessing.ipynb	1250
transformers_doc/es/tensorflow/quicktour.ipynb	651
transformers_doc/es/tensorflow/tokenizer_summary.ipynb	420
transformers_doc/es/tokenizer_summary.ipynb	420
transformers_doc/fr/pytorch/quicktour.ipynb	879
transformers_doc/fr/quicktour.ipynb	1041
transformers_doc/fr/tensorflow/quicktour.ipynb	867
transformers_doc/it/multilingual.ipynb	396
transformers_doc/it/preprocessing.ipynb	1180
transformers_doc/it/pytorch/multilingual.ipynb	396
transformers_doc/it/pytorch/preprocessing.ipynb	1180
transformers_doc/it/pytorch/quicktour.ipynb	682
transformers_doc/it/quicktour.ipynb	826
transformers_doc/it/tensorflow/multilingual.ipynb	396
transformers_doc/it/tensorflow/preprocessing.ipynb	1180
transformers_doc/it/tensorflow/quicktour.ipynb	670
transformers_doc/ja/asr.ipynb	706
transformers_doc/ja/audio_classification.ipynb	651
transformers_doc/ja/idefics.ipynb	687
transformers_doc/ja/image_captioning.ipynb	467
transformers_doc/ja/image_classification.ipynb	974
transformers_doc/ja/image_to_image.ipynb	218
transformers_doc/ja/knowledge_distillation_for_image_classification.ipynb	276
transformers_doc/ja/language_modeling.ipynb	846
transformers_doc/ja/llm_tutorial.ipynb	460
transformers_doc/ja/masked_language_modeling.ipynb	861
transformers_doc/ja/multilingual.ipynb	383
transformers_doc/ja/multiple_choice.ipynb	696
transformers_doc/ja/object_detection.ipynb	874
transformers_doc/ja/peft.ipynb	369
transformers_doc/ja/perplexity.ipynb	161
transformers_doc/ja/preprocessing.ipynb	1124
transformers_doc/ja/prompting.ipynb	770
transformers_doc/ja/pytorch/asr.ipynb	706
transformers_doc/ja/pytorch/audio_classification.ipynb	651
transformers_doc/ja/pytorch/idefics.ipynb	687
transformers_doc/ja/pytorch/image_captioning.ipynb	467
transformers_doc/ja/pytorch/image_classification.ipynb	611
transformers_doc/ja/pytorch/image_to_image.ipynb	218
transformers_doc/ja/pytorch/knowledge_distillation_for_image_classification.ipynb	276
transformers_doc/ja/pytorch/language_modeling.ipynb	636
transformers_doc/ja/pytorch/llm_tutorial.ipynb	460
transformers_doc/ja/pytorch/masked_language_modeling.ipynb	643
transformers_doc/ja/pytorch/multilingual.ipynb	383
transformers_doc/ja/pytorch/multiple_choice.ipynb	462
transformers_doc/ja/pytorch/object_detection.ipynb	874
transformers_doc/ja/pytorch/peft.ipynb	369
transformers_doc/ja/pytorch/perplexity.ipynb	161
transformers_doc/ja/pytorch/preprocessing.ipynb	1086
transformers_doc/ja/pytorch/prompting.ipynb	770
transformers_doc/ja/pytorch/question_answering.ipynb	591
transformers_doc/ja/pytorch/quicktour.ipynb	894
transformers_doc/ja/pytorch/semantic_segmentation.ipynb	620
transformers_doc/ja/pytorch/text-to-speech.ipynb	1214
transformers_doc/ja/pytorch/tf_xla.ipynb	278
transformers_doc/ja/pytorch/token_classification.ipynb	740
transformers_doc/ja/pytorch/tokenizer_summary.ipynb	411
transformers_doc/ja/pytorch/translation.ipynb	597
transformers_doc/ja/pytorch/video_classification.ipynb	800
transformers_doc/ja/pytorch/visual_question_answering.ipynb	745
transformers_doc/ja/pytorch/zero_shot_image_classification.ipynb	247
transformers_doc/ja/pytorch/zero_shot_object_detection.ipynb	499
transformers_doc/ja/question_answering.ipynb	820
transformers_doc/ja/quicktour.ipynb	1059
transformers_doc/ja/semantic_segmentation.ipynb	952
transformers_doc/ja/tensorflow/asr.ipynb	545
transformers_doc/ja/tensorflow/audio_classification.ipynb	497
transformers_doc/ja/tensorflow/idefics.ipynb	687
transformers_doc/ja/tensorflow/image_captioning.ipynb	467
transformers_doc/ja/tensorflow/image_classification.ipynb	736
transformers_doc/ja/tensorflow/image_to_image.ipynb	218
transformers_doc/ja/tensorflow/knowledge_distillation_for_image_classification.ipynb	276
transformers_doc/ja/tensorflow/language_modeling.ipynb	654
transformers_doc/ja/tensorflow/llm_tutorial.ipynb	460
transformers_doc/ja/tensorflow/masked_language_modeling.ipynb	663
transformers_doc/ja/tensorflow/multilingual.ipynb	383
transformers_doc/ja/tensorflow/multiple_choice.ipynb	545
transformers_doc/ja/tensorflow/object_detection.ipynb	874
transformers_doc/ja/tensorflow/peft.ipynb	369
transformers_doc/ja/tensorflow/perplexity.ipynb	161
transformers_doc/ja/tensorflow/preprocessing.ipynb	1090
transformers_doc/ja/tensorflow/prompting.ipynb	770
transformers_doc/ja/tensorflow/question_answering.ipynb	644
transformers_doc/ja/tensorflow/quicktour.ipynb	882
transformers_doc/ja/tensorflow/semantic_segmentation.ipynb	657
transformers_doc/ja/tensorflow/text-to-speech.ipynb	1214
transformers_doc/ja/tensorflow/tf_xla.ipynb	278
transformers_doc/ja/tensorflow/token_classification.ipynb	828
transformers_doc/ja/tensorflow/tokenizer_summary.ipynb	411
transformers_doc/ja/tensorflow/translation.ipynb	676
transformers_doc/ja/tensorflow/video_classification.ipynb	800
transformers_doc/ja/tensorflow/visual_question_answering.ipynb	745
transformers_doc/ja/tensorflow/zero_shot_image_classification.ipynb	247
transformers_doc/ja/tensorflow/zero_shot_object_detection.ipynb	499
transformers_doc/ja/text-to-speech.ipynb	1214
transformers_doc/ja/tf_xla.ipynb	278
transformers_doc/ja/token_classification.ipynb	1007
transformers_doc/ja/tokenizer_summary.ipynb	411
transformers_doc/ja/translation.ipynb	836
transformers_doc/ja/video_classification.ipynb	800
transformers_doc/ja/visual_question_answering.ipynb	745
transformers_doc/ja/zero_shot_image_classification.ipynb	247
transformers_doc/ja/zero_shot_object_detection.ipynb	499
transformers_doc/ko/asr.ipynb	721
transformers_doc/ko/audio_classification.ipynb	664
transformers_doc/ko/idefics.ipynb	664
transformers_doc/ko/image_captioning.ipynb	475
transformers_doc/ko/image_classification.ipynb	983
transformers_doc/ko/image_feature_extraction.ipynb	267
transformers_doc/ko/image_to_image.ipynb	228
transformers_doc/ko/keypoint_detection.ipynb	235
transformers_doc/ko/knowledge_distillation_for_image_classification.ipynb	290
transformers_doc/ko/language_modeling.ipynb	849
transformers_doc/ko/llm_tutorial.ipynb	477
transformers_doc/ko/llm_tutorial_optimization.ipynb	1164
transformers_doc/ko/masked_language_modeling.ipynb	879
transformers_doc/ko/multilingual.ipynb	409
transformers_doc/ko/multiple_choice.ipynb	707
transformers_doc/ko/object_detection.ipynb	884
transformers_doc/ko/peft.ipynb	390
transformers_doc/ko/perplexity.ipynb	201
transformers_doc/ko/preprocessing.ipynb	1148
transformers_doc/ko/prompting.ipynb	729
transformers_doc/ko/pytorch/asr.ipynb	721
transformers_doc/ko/pytorch/audio_classification.ipynb	664
transformers_doc/ko/pytorch/idefics.ipynb	664
transformers_doc/ko/pytorch/image_captioning.ipynb	475
transformers_doc/ko/pytorch/image_classification.ipynb	622
transformers_doc/ko/pytorch/image_feature_extraction.ipynb	267
transformers_doc/ko/pytorch/image_to_image.ipynb	228
transformers_doc/ko/pytorch/keypoint_detection.ipynb	235
transformers_doc/ko/pytorch/knowledge_distillation_for_image_classification.ipynb	290
transformers_doc/ko/pytorch/language_modeling.ipynb	640
transformers_doc/ko/pytorch/llm_tutorial.ipynb	477
transformers_doc/ko/pytorch/llm_tutorial_optimization.ipynb	1164
transformers_doc/ko/pytorch/masked_language_modeling.ipynb	661
transformers_doc/ko/pytorch/multilingual.ipynb	409
transformers_doc/ko/pytorch/multiple_choice.ipynb	474
transformers_doc/ko/pytorch/object_detection.ipynb	884
transformers_doc/ko/pytorch/peft.ipynb	390
transformers_doc/ko/pytorch/perplexity.ipynb	201
transformers_doc/ko/pytorch/preprocessing.ipynb	1110
transformers_doc/ko/pytorch/prompting.ipynb	729
transformers_doc/ko/pytorch/question_answering.ipynb	597
transformers_doc/ko/pytorch/quicktour.ipynb	886
transformers_doc/ko/pytorch/semantic_segmentation.ipynb	631
transformers_doc/ko/pytorch/tf_xla.ipynb	291
transformers_doc/ko/pytorch/token_classification.ipynb	751
transformers_doc/ko/pytorch/tokenizer_summary.ipynb	499
transformers_doc/ko/pytorch/translation.ipynb	606
transformers_doc/ko/pytorch/video_classification.ipynb	815
transformers_doc/ko/pytorch/visual_question_answering.ipynb	732
transformers_doc/ko/pytorch/zero_shot_image_classification.ipynb	256
transformers_doc/ko/pytorch/zero_shot_object_detection.ipynb	509
transformers_doc/ko/question_answering.ipynb	824
transformers_doc/ko/quicktour.ipynb	1048
transformers_doc/ko/semantic_segmentation.ipynb	956
transformers_doc/ko/tensorflow/asr.ipynb	561
transformers_doc/ko/tensorflow/audio_classification.ipynb	511
transformers_doc/ko/tensorflow/idefics.ipynb	664
transformers_doc/ko/tensorflow/image_captioning.ipynb	475
transformers_doc/ko/tensorflow/image_classification.ipynb	745
transformers_doc/ko/tensorflow/image_feature_extraction.ipynb	267
transformers_doc/ko/tensorflow/image_to_image.ipynb	228
transformers_doc/ko/tensorflow/keypoint_detection.ipynb	235
transformers_doc/ko/tensorflow/knowledge_distillation_for_image_classification.ipynb	290
transformers_doc/ko/tensorflow/language_modeling.ipynb	659
transformers_doc/ko/tensorflow/llm_tutorial.ipynb	477
transformers_doc/ko/tensorflow/llm_tutorial_optimization.ipynb	1164
transformers_doc/ko/tensorflow/masked_language_modeling.ipynb	681
transformers_doc/ko/tensorflow/multilingual.ipynb	409
transformers_doc/ko/tensorflow/multiple_choice.ipynb	556
transformers_doc/ko/tensorflow/object_detection.ipynb	884
transformers_doc/ko/tensorflow/peft.ipynb	390
transformers_doc/ko/tensorflow/perplexity.ipynb	201
transformers_doc/ko/tensorflow/preprocessing.ipynb	1114
transformers_doc/ko/tensorflow/prompting.ipynb	729
transformers_doc/ko/tensorflow/question_answering.ipynb	649
transformers_doc/ko/tensorflow/quicktour.ipynb	874
transformers_doc/ko/tensorflow/semantic_segmentation.ipynb	660
transformers_doc/ko/tensorflow/tf_xla.ipynb	291
transformers_doc/ko/tensorflow/token_classification.ipynb	837
transformers_doc/ko/tensorflow/tokenizer_summary.ipynb	499
transformers_doc/ko/tensorflow/translation.ipynb	684
transformers_doc/ko/tensorflow/video_classification.ipynb	815
transformers_doc/ko/tensorflow/visual_question_answering.ipynb	732
transformers_doc/ko/tensorflow/zero_shot_image_classification.ipynb	256
transformers_doc/ko/tensorflow/zero_shot_object_detection.ipynb	509
transformers_doc/ko/tf_xla.ipynb	291
transformers_doc/ko/token_classification.ipynb	1017
transformers_doc/ko/tokenizer_summary.ipynb	499
transformers_doc/ko/translation.ipynb	844
transformers_doc/ko/video_classification.ipynb	815
transformers_doc/ko/visual_question_answering.ipynb	732
transformers_doc/ko/zero_shot_image_classification.ipynb	256
transformers_doc/ko/zero_shot_object_detection.ipynb	509
transformers_doc/multilingual.ipynb	396
transformers_doc/preprocessing.ipynb	1181
transformers_doc/pt/multilingual.ipynb	412
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