- sections: - local: index title: 🤗 Transformers - local: quicktour title: 둘러보기 - local: installation title: 설치방법 title: 시작하기 - sections: - local: in_translation title: (번역중) Pipelines for inference - local: in_translation title: (번역중) Load pretrained instances with an AutoClass - local: in_translation title: (번역중) Preprocess - local: in_translation title: (번역중) Fine-tune a pretrained model - local: in_translation title: (번역중) Distributed training with 🤗 Accelerate - local: in_translation title: (번역중) Share a model title: (번역중) 튜토리얼 - sections: - sections: - local: in_translation title: (번역중) Create a custom architecture - local: in_translation title: (번역중) Sharing custom models - local: in_translation title: (번역중) Train with a script - local: sagemaker title: Amazon SageMaker에서 학습 실행하기 - local: in_translation title: (번역중) Converting from TensorFlow checkpoints - local: in_translation title: (번역중) Export to ONNX - local: in_translation title: (번역중) Export to TorchScript - local: in_translation title: (번역중) Troubleshoot title: (번역중) 일반적인 사용방법 - sections: - local: in_translation title: (번역중) Use tokenizers from 🤗 Tokenizers - local: in_translation title: (번역중) Inference for multilingual models - local: in_translation title: (번역중) Text generation strategies - sections: - local: in_translation title: (번역중) Text classification - local: in_translation title: (번역중) Token classification - local: in_translation title: (번역중) Question answering - local: in_translation title: (번역중) Causal language modeling - local: in_translation title: (번역중) Masked language modeling - local: in_translation title: (번역중) Translation - local: in_translation title: (번역중) Summarization - local: in_translation title: (번역중) Multiple choice title: (번역중) 태스크별 가이드 isExpanded: false title: (번역중) 자연어처리 - sections: - local: in_translation title: (번역중) Audio classification - local: in_translation title: (번역중) Automatic speech recognition title: (번역중) 오디오 - sections: - local: in_translation title: (번역중) Image classification - local: in_translation title: (번역중) Semantic segmentation - local: in_translation title: (번역중) Video classification - local: in_translation title: (번역중) Object detection - local: in_translation title: (번역중) Zero-shot object detection - local: in_translation title: (번역중) Zero-shot image classification - local: in_translation title: (번역중) Depth estimation title: (번역중) 컴퓨터 비전 - sections: - local: in_translation title: (번역중) Image captioning - local: in_translation title: (번역중) Document Question Answering title: (번역중) 멀티모달 - sections: - local: in_translation title: (번역중) Overview - local: in_translation title: (번역중) Training on one GPU - local: in_translation title: (번역중) Training on many GPUs - local: in_translation title: (번역중) Training on CPU - local: in_translation title: (번역중) Training on many CPUs - local: in_translation title: (번역중) Training on TPUs - local: in_translation title: (번역중) Training on TPU with TensorFlow - local: in_translation title: (번역중) Training on Specialized Hardware - local: in_translation title: (번역중) Inference on CPU - local: in_translation title: (번역중) Inference on one GPU - local: in_translation title: (번역중) Inference on many GPUs - local: in_translation title: (번역중) Inference on Specialized Hardware - local: in_translation title: (번역중) Custom hardware for training - local: in_translation title: (번역중) Instantiating a big model - local: in_translation title: (번역중) Debugging - local: in_translation title: (번역중) Hyperparameter Search using Trainer API - local: in_translation title: (번역중) XLA Integration for TensorFlow Models title: (번역중) 성능 및 확장성 - sections: - local: in_translation title: (번역중) How to contribute to transformers? - local: in_translation title: (번역중) How to add a model to 🤗 Transformers? - local: in_translation title: (번역중) How to convert a 🤗 Transformers model to TensorFlow? - local: in_translation title: (번역중) How to add a pipeline to 🤗 Transformers? - local: in_translation title: (번역중) Testing - local: in_translation title: (번역중) Checks on a Pull Request title: (번역중) 기여하기 - local: in_translation title: (번역중) 🤗 Transformers Notebooks - local: in_translation title: (번역중) Community resources - local: in_translation title: (번역중) Benchmarks - local: in_translation title: (번역중) Migrating from previous packages title: (번역중) How-to 가이드 - sections: - local: in_translation title: (번역중) Philosophy - local: in_translation title: (번역중) Glossary - local: in_translation title: (번역중) What 🤗 Transformers can do - local: in_translation title: (번역중) How 🤗 Transformers solve tasks - local: in_translation title: (번역중) The Transformer model family - local: in_translation title: (번역중) Summary of the tokenizers - local: in_translation title: (번역중) Attention mechanisms - local: in_translation title: (번역중) Padding and truncation - local: in_translation title: (번역중) BERTology - local: in_translation title: (번역중) Perplexity of fixed-length models - local: in_translation title: (번역중) Pipelines for webserver inference 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) 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) 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: in_translation title: (번역중) LLaMA - 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) 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) 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) 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) 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) 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