transformers/docs/source/ko/_toctree.yml
2025-05-06 14:59:00 +01:00

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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: llm_tutorial
title: 대규모 언어 모델로 생성하기
- local: conversations
title: Transformers로 채팅하기
title: 튜토리얼
- sections:
- isExpanded: false
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: tasks/audio_classification
title: 오디오 분류
- local: tasks/asr
title: 자동 음성 인식
title: 오디오
- isExpanded: false
sections:
- local: tasks/image_classification
title: 이미지 분류
- local: tasks/semantic_segmentation
title: 의미적 분할(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
- local: tasks/image_to_image
title: Image-to-Image
- local: tasks/image_feature_extraction
title: 이미지 특징 추출
- local: tasks/mask_generation
title: 마스크 생성
- local: tasks/keypoint_detection
title: 키포인트 탐지
- local: tasks/knowledge_distillation_for_image_classification
title: 컴퓨터 비전(이미지 분류)를 위한 지식 증류(knowledge distillation)
title: 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)
- local: in_translation
title: (번역중) Text to speech
title: 멀티모달
- isExpanded: false
sections:
- local: generation_strategies
title: 텍스트 생성 전략 사용자 정의
- local: serving
title: 모델 서빙하기
title: 생성
- isExpanded: false
sections:
- local: tasks/idefics
title: IDEFICS를 이용한 이미지 작업
- local: tasks/prompting
title: 대규모 언어 모델 프롬프팅 가이드
title: 프롬프팅
title: 태스크 가이드
- sections:
- local: fast_tokenizers
title: 🤗 Tokenizers 라이브러리에서 토크나이저 사용하기
- local: multilingual
title: 다국어 모델 추론하기
- local: create_a_model
title: 모델별 API 사용하기
- local: custom_models
title: 사용자 정의 모델 공유하기
- local: chat_templating
title: 챗봇 템플릿 익히기
- local: trainer
title: Trainer 사용하기
- local: sagemaker
title: Amazon SageMaker에서 학습 실행하기
- local: serialization
title: ONNX로 내보내기
- local: gpu_selection
title: GPU 선택하기
- local: tflite
title: TFLite로 내보내기
- local: torchscript
title: TorchScript로 내보내기
- local: in_translation
title: (번역중) Notebooks with examples
- local: community
title: 커뮤니티 리소스
- local: troubleshooting
title: 문제 해결
- local: gguf
title: GGUF 파일들과의 상호 운용성
- local: modular_transformers
title: transformers에서의 모듈성
title: (번역중) 개발자 가이드
- sections:
- local: in_translation
title: (번역중) Getting started
- local: quantization/bitsandbytes
title: bitsandbytes
- local: quantization/gptq
title: GPTQ
- local: quantization/awq
title: AWQ
- local: in_translation
title: (번역중) AQLM
- local: in_translation
title: (번역중) VPTQ
- local: quantization/quanto
title: Quanto
- local: quantization/eetq
title: EETQ
- local: in_translation
title: (번역중) HQQ
- local: in_translation
title: (번역중) Optimum
- local: in_translation
title: (번역중) Contribute new quantization method
title: (번역중) 경량화 메소드
- sections:
- local: performance
title: 성능 및 확장성
- local: in_translation
title: (번역중) Quantization
- local: llm_optims
title: LLM 추론 최적화
- sections:
- local: in_translation
title: (번역중) Methods and tools for efficient training on a single GPU
- local: perf_train_gpu_many
title: 다중 GPU에서 훈련 진행하기
- local: deepspeed
title: DeepSpeed
- local: fsdp
title: 완전 분할 데이터 병렬 처리
- local: perf_train_cpu
title: CPU에서 훈련
- local: perf_train_cpu_many
title: 다중 CPU에서 훈련하기
- local: perf_train_tpu_tf
title: TensorFlow로 TPU에서 훈련하기
- local: perf_train_special
title: Apple 실리콘에서 PyTorch 학습
- local: perf_hardware
title: 훈련용 사용자 맞춤형 하드웨어
- local: hpo_train
title: Trainer API를 사용한 하이퍼파라미터 탐색
title: (번역중) 효율적인 학습 기술들
- sections:
- local: perf_infer_cpu
title: CPU로 추론하기
- local: perf_infer_gpu_one
title: 하나의 GPU를 활용한 추론
title: 추론 최적화하기
- local: big_models
title: 대형 모델을 인스턴스화
- local: debugging
title: 디버깅
- local: tf_xla
title: TensorFlow 모델을 위한 XLA 통합
- local: in_translation
title: (번역중) Optimize inference using `torch.compile()`
title: (번역중) 성능 및 확장성
- sections:
- local: contributing
title: 🤗 Transformers에 기여하는 방법
- local: add_new_model
title: 🤗 Transformers에 새로운 모델을 추가하는 방법
- local: add_new_pipeline
title: 어떻게 🤗 Transformers에 파이프라인을 추가하나요?
- local: testing
title: 테스트
- local: pr_checks
title: Pull Request에 대한 검사
title: 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: tokenizer_summary
title: 토크나이저 요약
- 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
- local: llm_tutorial_optimization
title: LLM을 최대한 활용하기
title: (번역중) 개념 가이드
- sections:
- sections:
- local: model_doc/auto
title: 자동 클래스
- local: in_translation
title: (번역중) Backbones
- local: main_classes/callback
title: 콜백
- local: main_classes/configuration
title: 구성
- local: main_classes/data_collator
title: 데이터 콜레이터
- local: main_classes/keras_callbacks
title: 케라스 콜백
- local: main_classes/logging
title: 로깅
- local: main_classes/model
title: Models
- local: main_classes/text_generation
title: 텍스트 생성
- local: main_classes/onnx
title: ONNX
- local: in_translation
title: (번역중) Optimization
- local: in_translation
title: 모델 출력
- local: main_classes/output
title: (번역중) Pipelines
- local: in_translation
title: (번역중) Processors
- local: main_classes/quantization
title: 양자화
- local: in_translation
title: (번역중) Tokenizer
- local: main_classes/trainer
title: Trainer
- local: deepspeed
title: DeepSpeed
- local: main_classes/executorch
title: ExecuTorch
- local: main_classes/feature_extractor
title: 특성 추출기
- local: in_translation
title: (번역중) Image Processor
title: (번역중) 메인 클래스
- sections:
- isExpanded: false
sections:
- local: in_translation
title: (번역중) ALBERT
- local: model_doc/bart
title: BART
- local: model_doc/barthez
title: BARThez
- local: model_doc/bartpho
title: BARTpho
- local: model_doc/bert
title: BERT
- local: in_translation
title: (번역중) BertGeneration
- local: model_doc/bert-japanese
title: 일본어 Bert
- local: model_doc/bertweet
title: Bertweet
- local: in_translation
title: (번역중) BigBird
- local: in_translation
title: (번역중) BigBirdPegasus
- local: model_doc/biogpt
title: 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: model_doc/codegen
title: CodeGen
- local: model_doc/cohere
title: Cohere
- local: model_doc/convbert
title: ConvBERT
- local: in_translation
title: (번역중) CPM
- local: in_translation
title: (번역중) CPMANT
- local: in_translation
title: (번역중) CTRL
- local: model_doc/dbrx
title: DBRX
- local: model_doc/deberta
title: DeBERTa
- local: model_doc/deberta-v2
title: DeBERTa-v2
- local: in_translation
title: (번역중) DialoGPT
- local: in_translation
title: (번역중) DistilBERT
- local: in_translation
title: (번역중) DPR
- local: model_doc/electra
title: ELECTRA
- local: model_doc/encoder-decoder
title: 인코더 디코더 모델
- local: in_translation
title: (번역중) ERNIE
- local: in_translation
title: (번역중) ErnieM
- local: model_doc/esm
title: 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: model_doc/gemma
title: Gemma
- local: model_doc/gemma2
title: Gemma2
- local: model_doc/openai-gpt
title: GPT
- local: in_translation
title: (번역중) GPT Neo
- local: in_translation
title: (번역중) GPT NeoX
- local: model_doc/gpt_neox_japanese
title: 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: model_doc/llama3
title: LLaMA3
- 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: model_doc/mamba
title: Mamba
- local: model_doc/mamba2
title: Mamba2
- local: model_doc/marian
title: 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: model_doc/mistral
title: Mistral
- 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: model_doc/rag
title: RAG(검색 증강 생성)
- 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: model_doc/roberta
title: 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: model_doc/swin
title: Swin Transformer
- local: model_doc/swinv2
title: Swin Transformer V2
- local: model_doc/swin2sr
title: 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: Vision Transformer (ViT)
- local: model_doc/vit
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: model_doc/whisper
title: Whisper
- local: in_translation
title: (번역중) XLS-R
- local: in_translation
title: (번역중) XLSR-Wav2Vec2
title: (번역중) 오디오 모델
- isExpanded: false
sections:
- local: model_doc/timesformer
title: TimeSformer
- local: in_translation
title: (번역중) VideoMAE
- local: model_doc/vivit
title: ViViT
title: (번역중) 비디오 모델
- isExpanded: false
sections:
- local: in_translation
title: (번역중) ALIGN
- local: model_doc/altclip
title: AltCLIP
- local: model_doc/blip-2
title: BLIP-2
- local: model_doc/blip
title: BLIP
- local: in_translation
title: (번역중) BridgeTower
- local: model_doc/chameleon
title: Chameleon
- local: in_translation
title: (번역중) Chinese-CLIP
- local: model_doc/clip
title: 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: model_doc/paligemma
title: PaliGemma
- local: in_translation
title: (번역중) Perceiver
- local: in_translation
title: (번역중) Pix2Struct
- local: model_doc/qwen2_vl
title: Qwen2VL
- local: in_translation
title: (번역중) Segment Anything
- local: model_doc/siglip
title: SigLIP
- 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: model_doc/trajectory_transformer
title: 궤적 트랜스포머
title: (번역중) 강화학습 모델
- isExpanded: false
sections:
- local: model_doc/autoformer
title: Autoformer
- local: model_doc/informer
title: Informer
- local: model_doc/patchtsmixer
title: PatchTSMixer
- local: model_doc/patchtst
title: PatchTST
- local: model_doc/time_series_transformer
title: 시계열 트랜스포머
title: 시계열 모델
- isExpanded: false
sections:
- local: model_doc/graphormer
title: Graphormer
title: 그래프 모델
title: (번역중) 모델
- sections:
- local: internal/modeling_utils
title: 사용자 정의 레이어 및 유틸리티
- local: internal/pipelines_utils
title: 파이프라인을 위한 유틸리티
- local: internal/tokenization_utils
title: 토크나이저를 위한 유틸리티
- local: internal/trainer_utils
title: Trainer를 위한 유틸리티
- local: internal/generation_utils
title: 생성을 위한 유틸리티
- local: internal/image_processing_utils
title: 이미지 프로세서를 위한 유틸리티
- local: internal/audio_utils
title: 오디오 처리를 위한 유틸리티
- local: internal/file_utils
title: 일반 유틸리티
- local: internal/time_series_utils
title: 시계열을 위한 유틸리티
title: (번역중) Internal Helpers
title: (번역중) API