- 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