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| - sections: | |
| - local: index | |
| title: 🤗 Transformers | |
| - local: quicktour | |
| title: 둘러보기 | |
| - local: installation | |
| title: 설치방법 | |
| title: 시작하기 | |
| - sections: | |
| - local: pipeline_tutorial | |
| title: Pipeline으로 추론하기 | |
| - local: autoclass_tutorial | |
| title: AutoClass로 사전 학습된 인스턴스 로드하기 | |
| - local: preprocessing | |
| title: 데이터 전처리하기 | |
| - local: training | |
| title: 사전 학습된 모델 미세 조정하기 | |
| - local: run_scripts | |
| title: 스크립트로 학습하기 | |
| - local: accelerate | |
| title: 🤗 Accelerate로 분산 학습 구성하기 | |
| - local: peft | |
| title: 🤗 PEFT로 어댑터 로드 및 학습하기 | |
| - local: model_sharing | |
| title: 만든 모델 공유하기 | |
| - local: transformers_agents | |
| title: 에이전트 | |
| - local: llm_tutorial | |
| title: 대규모 언어 모델로 생성하기 | |
| title: 튜토리얼 | |
| - sections: | |
| - sections: | |
| - local: tasks/sequence_classification | |
| title: 텍스트 분류 | |
| - local: tasks/token_classification | |
| title: 토큰 분류 | |
| - local: tasks/question_answering | |
| title: 질의 응답(Question Answering) | |
| - local: tasks/language_modeling | |
| title: 인과적 언어 모델링(Causal language modeling) | |
| - local: tasks/masked_language_modeling | |
| title: 마스킹된 언어 모델링(Masked language modeling) | |
| - local: tasks/translation | |
| title: 번역 | |
| - local: tasks/summarization | |
| title: 요약 | |
| - local: tasks/multiple_choice | |
| title: 객관식 문제(Multiple Choice) | |
| title: 자연어처리 | |
| isExpanded: false | |
| - sections: | |
| - local: in_translation | |
| title: (번역중) Audio classification | |
| - local: tasks/asr | |
| title: 자동 음성 인식 | |
| title: (번역중) 오디오 | |
| isExpanded: false | |
| - sections: | |
| - local: tasks/image_classification | |
| title: 이미지 분류 | |
| - local: in_translation | |
| title: (번역중) Semantic segmentation | |
| - local: tasks/video_classification | |
| title: 영상 분류 | |
| - local: tasks/object_detection | |
| title: 객체 탐지 | |
| - local: tasks/zero_shot_object_detection | |
| title: 제로샷(zero-shot) 객체 탐지 | |
| - local: tasks/zero_shot_image_classification | |
| title: 제로샷(zero-shot) 이미지 분류 | |
| - local: tasks/monocular_depth_estimation | |
| title: 단일 영상 기반 깊이 추정 | |
| title: (번역중) 컴퓨터 비전 | |
| isExpanded: false | |
| - sections: | |
| - local: tasks/image_captioning | |
| title: 이미지 캡셔닝 | |
| - local: tasks/document_question_answering | |
| title: 문서 질의 응답(Document Question Answering) | |
| - local: tasks/visual_question_answering | |
| title: 시각적 질의응답 (Visual Question Answering) | |
| title: 멀티모달 | |
| isExpanded: false | |
| title: 태스크 가이드 | |
| - sections: | |
| - local: fast_tokenizers | |
| title: 🤗 Tokenizers 라이브러리에서 토크나이저 사용하기 | |
| - local: multilingual | |
| title: 다국어 모델 추론하기 | |
| - local: in_translation | |
| title: (번역중) Customize text generation strategy | |
| - local: create_a_model | |
| title: 모델별 API 사용하기 | |
| - local: custom_models | |
| title: 사용자 정의 모델 공유하기 | |
| - local: sagemaker | |
| title: Amazon SageMaker에서 학습 실행하기 | |
| - local: serialization | |
| title: ONNX로 내보내기 | |
| - local: tflite | |
| title: TFLite로 내보내기 | |
| - local: torchscript | |
| title: TorchScript로 내보내기 | |
| - local: in_translation | |
| title: (번역중) Benchmarks | |
| - local: in_translation | |
| title: (번역중) Notebooks with examples | |
| - local: community | |
| title: 커뮤니티 리소스 | |
| - local: custom_tools | |
| title: 사용자 정의 도구와 프롬프트 | |
| - local: troubleshooting | |
| title: 문제 해결 | |
| title: (번역중) 개발자 가이드 | |
| - sections: | |
| - local: performance | |
| title: 성능 및 확장성 | |
| - local: in_translation | |
| title: (번역중) Training on one GPU | |
| - local: in_translation | |
| title: (번역중) Training on many GPUs | |
| - local: perf_train_cpu | |
| title: CPU에서 훈련 | |
| - local: perf_train_cpu_many | |
| title: 다중 CPU에서 훈련하기 | |
| - local: in_translation | |
| title: (번역중) Training on TPUs | |
| - local: perf_train_tpu_tf | |
| title: TensorFlow로 TPU에서 훈련하기 | |
| - local: in_translation | |
| title: (번역중) Training on Specialized Hardware | |
| - local: perf_infer_cpu | |
| title: CPU로 추론하기 | |
| - local: perf_infer_gpu_one | |
| title: 하나의 GPU를 활용한 추론 | |
| - local: perf_infer_gpu_many | |
| title: 다중 GPU에서 추론 | |
| - local: in_translation | |
| title: (번역중) Inference on Specialized Hardware | |
| - local: perf_hardware | |
| title: 훈련용 사용자 맞춤형 하드웨어 | |
| - local: in_translation | |
| title: (번역중) Instantiating a big model | |
| - local: in_translation | |
| title: (번역중) Debugging | |
| - local: hpo_train | |
| title: Trainer API를 사용한 하이퍼파라미터 탐색 | |
| - local: tf_xla | |
| title: TensorFlow 모델을 위한 XLA 통합 | |
| title: (번역중) 성능 및 확장성 | |
| - sections: | |
| - local: contributing | |
| title: 🤗 Transformers에 기여하는 방법 | |
| - local: add_new_model | |
| title: 🤗 Transformers에 새로운 모델을 추가하는 방법 | |
| - local: add_tensorflow_model | |
| title: 어떻게 🤗 Transformers 모델을 TensorFlow로 변환하나요? | |
| - local: add_new_pipeline | |
| title: 어떻게 🤗 Transformers에 파이프라인을 추가하나요? | |
| - local: testing | |
| title: 테스트 | |
| - local: pr_checks | |
| title: Pull Request에 대한 검사 | |
| title: (번역중) 기여하기 | |
| - sections: | |
| - local: philosophy | |
| title: 이념과 목표 | |
| - local: in_translation | |
| title: (번역중) Glossary | |
| - local: task_summary | |
| title: 🤗 Transformers로 할 수 있는 작업 | |
| - local: tasks_explained | |
| title: 🤗 Transformers로 작업을 해결하는 방법 | |
| - local: model_summary | |
| title: Transformer 모델군 | |
| - local: in_translation | |
| title: (번역중) Summary of the tokenizers | |
| - local: attention | |
| title: 어텐션 매커니즘 | |
| - local: pad_truncation | |
| title: 패딩과 잘라내기 | |
| - local: bertology | |
| title: BERTology | |
| - local: perplexity | |
| title: 고정 길이 모델의 펄플렉서티(Perplexity) | |
| - local: pipeline_webserver | |
| title: 추론 웹 서버를 위한 파이프라인 | |
| - local: model_memory_anatomy | |
| title: 모델 학습 해부하기 | |
| title: (번역중) 개념 가이드 | |
| - sections: | |
| - sections: | |
| - local: in_translation | |
| title: (번역중) Auto Classes | |
| - local: in_translation | |
| title: (번역중) Callbacks | |
| - local: in_translation | |
| title: (번역중) Configuration | |
| - local: in_translation | |
| title: (번역중) Data Collator | |
| - local: in_translation | |
| title: (번역중) Keras callbacks | |
| - local: in_translation | |
| title: (번역중) Logging | |
| - local: in_translation | |
| title: (번역중) Models | |
| - local: in_translation | |
| title: (번역중) Text Generation | |
| - local: in_translation | |
| title: (번역중) ONNX | |
| - local: in_translation | |
| title: (번역중) Optimization | |
| - local: in_translation | |
| title: (번역중) Model outputs | |
| - local: in_translation | |
| title: (번역중) Pipelines | |
| - local: in_translation | |
| title: (번역중) Processors | |
| - local: in_translation | |
| title: (번역중) Quantization | |
| - local: in_translation | |
| title: (번역중) Tokenizer | |
| - local: in_translation | |
| title: (번역중) Trainer | |
| - local: in_translation | |
| title: (번역중) DeepSpeed Integration | |
| - local: in_translation | |
| title: (번역중) Feature Extractor | |
| - local: in_translation | |
| title: (번역중) Image Processor | |
| title: (번역중) 메인 클래스 | |
| - sections: | |
| - isExpanded: false | |
| sections: | |
| - local: in_translation | |
| title: (번역중) ALBERT | |
| - local: in_translation | |
| title: (번역중) BART | |
| - local: in_translation | |
| title: (번역중) BARThez | |
| - local: in_translation | |
| title: (번역중) BARTpho | |
| - local: in_translation | |
| title: (번역중) BERT | |
| - local: in_translation | |
| title: (번역중) BertGeneration | |
| - local: in_translation | |
| title: (번역중) BertJapanese | |
| - local: in_translation | |
| title: (번역중) Bertweet | |
| - local: in_translation | |
| title: (번역중) BigBird | |
| - local: in_translation | |
| title: (번역중) BigBirdPegasus | |
| - local: in_translation | |
| title: (번역중) BioGpt | |
| - local: in_translation | |
| title: (번역중) Blenderbot | |
| - local: in_translation | |
| title: (번역중) Blenderbot Small | |
| - local: in_translation | |
| title: (번역중) BLOOM | |
| - local: in_translation | |
| title: (번역중) BORT | |
| - local: in_translation | |
| title: (번역중) ByT5 | |
| - local: in_translation | |
| title: (번역중) CamemBERT | |
| - local: in_translation | |
| title: (번역중) CANINE | |
| - local: in_translation | |
| title: (번역중) CodeGen | |
| - local: in_translation | |
| title: (번역중) ConvBERT | |
| - local: in_translation | |
| title: (번역중) CPM | |
| - local: in_translation | |
| title: (번역중) CPMANT | |
| - local: in_translation | |
| title: (번역중) CTRL | |
| - local: in_translation | |
| title: (번역중) DeBERTa | |
| - local: in_translation | |
| title: (번역중) DeBERTa-v2 | |
| - local: in_translation | |
| title: (번역중) DialoGPT | |
| - local: in_translation | |
| title: (번역중) DistilBERT | |
| - local: in_translation | |
| title: (번역중) DPR | |
| - local: in_translation | |
| title: (번역중) ELECTRA | |
| - local: in_translation | |
| title: (번역중) Encoder Decoder Models | |
| - local: in_translation | |
| title: (번역중) ERNIE | |
| - local: in_translation | |
| title: (번역중) ErnieM | |
| - local: in_translation | |
| title: (번역중) ESM | |
| - local: in_translation | |
| title: (번역중) FLAN-T5 | |
| - local: in_translation | |
| title: (번역중) FLAN-UL2 | |
| - local: in_translation | |
| title: (번역중) FlauBERT | |
| - local: in_translation | |
| title: (번역중) FNet | |
| - local: in_translation | |
| title: (번역중) FSMT | |
| - local: in_translation | |
| title: (번역중) Funnel Transformer | |
| - local: in_translation | |
| title: (번역중) GPT | |
| - local: in_translation | |
| title: (번역중) GPT Neo | |
| - local: in_translation | |
| title: (번역중) GPT NeoX | |
| - local: in_translation | |
| title: (번역중) GPT NeoX Japanese | |
| - local: in_translation | |
| title: (번역중) GPT-J | |
| - local: in_translation | |
| title: (번역중) GPT2 | |
| - local: in_translation | |
| title: (번역중) GPTBigCode | |
| - local: in_translation | |
| title: (번역중) GPTSAN Japanese | |
| - local: in_translation | |
| title: (번역중) GPTSw3 | |
| - local: in_translation | |
| title: (번역중) HerBERT | |
| - local: in_translation | |
| title: (번역중) I-BERT | |
| - local: in_translation | |
| title: (번역중) Jukebox | |
| - local: in_translation | |
| title: (번역중) LED | |
| - local: model_doc/llama | |
| title: LLaMA | |
| - local: model_doc/llama2 | |
| title: LLaMA2 | |
| - local: in_translation | |
| title: (번역중) Longformer | |
| - local: in_translation | |
| title: (번역중) LongT5 | |
| - local: in_translation | |
| title: (번역중) LUKE | |
| - local: in_translation | |
| title: (번역중) M2M100 | |
| - local: in_translation | |
| title: (번역중) MarianMT | |
| - local: in_translation | |
| title: (번역중) MarkupLM | |
| - local: in_translation | |
| title: (번역중) MBart and MBart-50 | |
| - local: in_translation | |
| title: (번역중) MEGA | |
| - local: in_translation | |
| title: (번역중) MegatronBERT | |
| - local: in_translation | |
| title: (번역중) MegatronGPT2 | |
| - local: in_translation | |
| title: (번역중) mLUKE | |
| - local: in_translation | |
| title: (번역중) MobileBERT | |
| - local: in_translation | |
| title: (번역중) MPNet | |
| - local: in_translation | |
| title: (번역중) MT5 | |
| - local: in_translation | |
| title: (번역중) MVP | |
| - local: in_translation | |
| title: (번역중) NEZHA | |
| - local: in_translation | |
| title: (번역중) NLLB | |
| - local: in_translation | |
| title: (번역중) NLLB-MoE | |
| - local: in_translation | |
| title: (번역중) Nyströmformer | |
| - local: in_translation | |
| title: (번역중) Open-Llama | |
| - local: in_translation | |
| title: (번역중) OPT | |
| - local: in_translation | |
| title: (번역중) Pegasus | |
| - local: in_translation | |
| title: (번역중) PEGASUS-X | |
| - local: in_translation | |
| title: (번역중) PhoBERT | |
| - local: in_translation | |
| title: (번역중) PLBart | |
| - local: in_translation | |
| title: (번역중) ProphetNet | |
| - local: in_translation | |
| title: (번역중) QDQBert | |
| - local: in_translation | |
| title: (번역중) RAG | |
| - local: in_translation | |
| title: (번역중) REALM | |
| - local: in_translation | |
| title: (번역중) Reformer | |
| - local: in_translation | |
| title: (번역중) RemBERT | |
| - local: in_translation | |
| title: (번역중) RetriBERT | |
| - local: in_translation | |
| title: (번역중) RoBERTa | |
| - local: in_translation | |
| title: (번역중) RoBERTa-PreLayerNorm | |
| - local: in_translation | |
| title: (번역중) RoCBert | |
| - local: in_translation | |
| title: (번역중) RoFormer | |
| - local: in_translation | |
| title: (번역중) Splinter | |
| - local: in_translation | |
| title: (번역중) SqueezeBERT | |
| - local: in_translation | |
| title: (번역중) SwitchTransformers | |
| - local: in_translation | |
| title: (번역중) T5 | |
| - local: in_translation | |
| title: (번역중) T5v1.1 | |
| - local: in_translation | |
| title: (번역중) TAPEX | |
| - local: in_translation | |
| title: (번역중) Transformer XL | |
| - local: in_translation | |
| title: (번역중) UL2 | |
| - local: in_translation | |
| title: (번역중) X-MOD | |
| - local: in_translation | |
| title: (번역중) XGLM | |
| - local: in_translation | |
| title: (번역중) XLM | |
| - local: in_translation | |
| title: (번역중) XLM-ProphetNet | |
| - local: in_translation | |
| title: (번역중) XLM-RoBERTa | |
| - local: in_translation | |
| title: (번역중) XLM-RoBERTa-XL | |
| - local: in_translation | |
| title: (번역중) XLM-V | |
| - local: in_translation | |
| title: (번역중) XLNet | |
| - local: in_translation | |
| title: (번역중) YOSO | |
| title: (번역중) 텍스트 모델 | |
| - isExpanded: false | |
| sections: | |
| - local: in_translation | |
| title: (번역중) BEiT | |
| - local: in_translation | |
| title: (번역중) BiT | |
| - local: in_translation | |
| title: (번역중) Conditional DETR | |
| - local: in_translation | |
| title: (번역중) ConvNeXT | |
| - local: in_translation | |
| title: (번역중) ConvNeXTV2 | |
| - local: in_translation | |
| title: (번역중) CvT | |
| - local: in_translation | |
| title: (번역중) Deformable DETR | |
| - local: in_translation | |
| title: (번역중) DeiT | |
| - local: in_translation | |
| title: (번역중) DETA | |
| - local: in_translation | |
| title: (번역중) DETR | |
| - local: in_translation | |
| title: (번역중) DiNAT | |
| - local: in_translation | |
| title: (번역중) DiT | |
| - local: in_translation | |
| title: (번역중) DPT | |
| - local: in_translation | |
| title: (번역중) EfficientFormer | |
| - local: in_translation | |
| title: (번역중) EfficientNet | |
| - local: in_translation | |
| title: (번역중) FocalNet | |
| - local: in_translation | |
| title: (번역중) GLPN | |
| - local: in_translation | |
| title: (번역중) ImageGPT | |
| - local: in_translation | |
| title: (번역중) LeViT | |
| - local: in_translation | |
| title: (번역중) Mask2Former | |
| - local: in_translation | |
| title: (번역중) MaskFormer | |
| - local: in_translation | |
| title: (번역중) MobileNetV1 | |
| - local: in_translation | |
| title: (번역중) MobileNetV2 | |
| - local: in_translation | |
| title: (번역중) MobileViT | |
| - local: in_translation | |
| title: (번역중) NAT | |
| - local: in_translation | |
| title: (번역중) PoolFormer | |
| - local: in_translation | |
| title: (번역중) RegNet | |
| - local: in_translation | |
| title: (번역중) ResNet | |
| - local: in_translation | |
| title: (번역중) SegFormer | |
| - local: in_translation | |
| title: (번역중) Swin Transformer | |
| - local: in_translation | |
| title: (번역중) Swin Transformer V2 | |
| - local: in_translation | |
| title: (번역중) Swin2SR | |
| - local: in_translation | |
| title: (번역중) Table Transformer | |
| - local: in_translation | |
| title: (번역중) TimeSformer | |
| - local: in_translation | |
| title: (번역중) UperNet | |
| - local: in_translation | |
| title: (번역중) VAN | |
| - local: in_translation | |
| title: (번역중) VideoMAE | |
| - local: in_translation | |
| title: (번역중) Vision Transformer (ViT) | |
| - local: in_translation | |
| title: (번역중) ViT Hybrid | |
| - local: in_translation | |
| title: (번역중) ViTMAE | |
| - local: in_translation | |
| title: (번역중) ViTMSN | |
| - local: in_translation | |
| title: (번역중) YOLOS | |
| title: (번역중) 비전 모델 | |
| - isExpanded: false | |
| sections: | |
| - local: in_translation | |
| title: (번역중) Audio Spectrogram Transformer | |
| - local: in_translation | |
| title: (번역중) CLAP | |
| - local: in_translation | |
| title: (번역중) Hubert | |
| - local: in_translation | |
| title: (번역중) MCTCT | |
| - local: in_translation | |
| title: (번역중) SEW | |
| - local: in_translation | |
| title: (번역중) SEW-D | |
| - local: in_translation | |
| title: (번역중) Speech2Text | |
| - local: in_translation | |
| title: (번역중) Speech2Text2 | |
| - local: in_translation | |
| title: (번역중) SpeechT5 | |
| - local: in_translation | |
| title: (번역중) UniSpeech | |
| - local: in_translation | |
| title: (번역중) UniSpeech-SAT | |
| - local: in_translation | |
| title: (번역중) Wav2Vec2 | |
| - local: in_translation | |
| title: (번역중) Wav2Vec2-Conformer | |
| - local: in_translation | |
| title: (번역중) Wav2Vec2Phoneme | |
| - local: in_translation | |
| title: (번역중) WavLM | |
| - local: in_translation | |
| title: (번역중) Whisper | |
| - local: in_translation | |
| title: (번역중) XLS-R | |
| - local: in_translation | |
| title: (번역중) XLSR-Wav2Vec2 | |
| title: (번역중) 오디오 모델 | |
| - isExpanded: false | |
| sections: | |
| - local: in_translation | |
| title: (번역중) ALIGN | |
| - local: in_translation | |
| title: (번역중) AltCLIP | |
| - local: in_translation | |
| title: (번역중) BLIP | |
| - local: in_translation | |
| title: (번역중) BLIP-2 | |
| - local: in_translation | |
| title: (번역중) BridgeTower | |
| - local: in_translation | |
| title: (번역중) Chinese-CLIP | |
| - local: in_translation | |
| title: (번역중) CLIP | |
| - local: in_translation | |
| title: (번역중) CLIPSeg | |
| - local: in_translation | |
| title: (번역중) Data2Vec | |
| - local: in_translation | |
| title: (번역중) DePlot | |
| - local: in_translation | |
| title: (번역중) Donut | |
| - local: in_translation | |
| title: (번역중) FLAVA | |
| - local: in_translation | |
| title: (번역중) GIT | |
| - local: in_translation | |
| title: (번역중) GroupViT | |
| - local: in_translation | |
| title: (번역중) LayoutLM | |
| - local: in_translation | |
| title: (번역중) LayoutLMV2 | |
| - local: in_translation | |
| title: (번역중) LayoutLMV3 | |
| - local: in_translation | |
| title: (번역중) LayoutXLM | |
| - local: in_translation | |
| title: (번역중) LiLT | |
| - local: in_translation | |
| title: (번역중) LXMERT | |
| - local: in_translation | |
| title: (번역중) MatCha | |
| - local: in_translation | |
| title: (번역중) MGP-STR | |
| - local: in_translation | |
| title: (번역중) OneFormer | |
| - local: in_translation | |
| title: (번역중) OWL-ViT | |
| - local: in_translation | |
| title: (번역중) Perceiver | |
| - local: in_translation | |
| title: (번역중) Pix2Struct | |
| - local: in_translation | |
| title: (번역중) Segment Anything | |
| - local: in_translation | |
| title: (번역중) Speech Encoder Decoder Models | |
| - local: in_translation | |
| title: (번역중) TAPAS | |
| - local: in_translation | |
| title: (번역중) TrOCR | |
| - local: in_translation | |
| title: (번역중) TVLT | |
| - local: in_translation | |
| title: (번역중) ViLT | |
| - local: in_translation | |
| title: (번역중) Vision Encoder Decoder Models | |
| - local: in_translation | |
| title: (번역중) Vision Text Dual Encoder | |
| - local: in_translation | |
| title: (번역중) VisualBERT | |
| - local: in_translation | |
| title: (번역중) X-CLIP | |
| title: (번역중) 멀티모달 모델 | |
| - isExpanded: false | |
| sections: | |
| - local: in_translation | |
| title: (번역중) Decision Transformer | |
| - local: in_translation | |
| title: (번역중) Trajectory Transformer | |
| title: (번역중) 강화학습 모델 | |
| - isExpanded: false | |
| sections: | |
| - local: in_translation | |
| title: (번역중) Informer | |
| - local: in_translation | |
| title: (번역중) Time Series Transformer | |
| title: (번역중) 시계열 모델 | |
| - isExpanded: false | |
| sections: | |
| - local: in_translation | |
| title: (번역중) Graphormer | |
| title: (번역중) Graph models | |
| title: (번역중) 모델 | |
| - sections: | |
| - local: in_translation | |
| title: (번역중) Custom Layers and Utilities | |
| - local: in_translation | |
| title: (번역중) Utilities for pipelines | |
| - local: in_translation | |
| title: (번역중) Utilities for Tokenizers | |
| - local: in_translation | |
| title: (번역중) Utilities for Trainer | |
| - local: in_translation | |
| title: (번역중) Utilities for Generation | |
| - local: in_translation | |
| title: (번역중) Utilities for Image Processors | |
| - local: in_translation | |
| title: (번역중) Utilities for Audio processing | |
| - local: in_translation | |
| title: (번역중) General Utilities | |
| - local: in_translation | |
| title: (번역중) Utilities for Time Series | |
| title: (번역중) Internal Helpers | |
| title: (번역중) API | |