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- sections:
- local: index
title: ๐Ÿค— Transformers
- local: quicktour
title: ๋‘˜๋Ÿฌ๋ณด๊ธฐ
- local: installation
title: ์„ค์น˜๋ฐฉ๋ฒ•
title: ์‹œ์ž‘ํ•˜๊ธฐ
- sections:
- local: pipeline_tutorial
title: Pipeline์œผ๋กœ ์ถ”๋ก ํ•˜๊ธฐ
- local: autoclass_tutorial
title: AutoClass๋กœ ์‚ฌ์ „ ํ•™์Šต๋œ ์ธ์Šคํ„ด์Šค ๋กœ๋“œํ•˜๊ธฐ
- local: preprocessing
title: ๋ฐ์ดํ„ฐ ์ „์ฒ˜๋ฆฌํ•˜๊ธฐ
- local: training
title: ์‚ฌ์ „ ํ•™์Šต๋œ ๋ชจ๋ธ ๋ฏธ์„ธ ์กฐ์ •ํ•˜๊ธฐ
- local: run_scripts
title: ์Šคํฌ๋ฆฝํŠธ๋กœ ํ•™์Šตํ•˜๊ธฐ
- local: accelerate
title: ๐Ÿค— Accelerate๋กœ ๋ถ„์‚ฐ ํ•™์Šต ๊ตฌ์„ฑํ•˜๊ธฐ
- local: peft
title: ๐Ÿค— PEFT๋กœ ์–ด๋Œ‘ํ„ฐ ๋กœ๋“œ ๋ฐ ํ•™์Šตํ•˜๊ธฐ
- local: model_sharing
title: ๋งŒ๋“  ๋ชจ๋ธ ๊ณต์œ ํ•˜๊ธฐ
- local: transformers_agents
title: ์—์ด์ „ํŠธ
- local: llm_tutorial
title: ๋Œ€๊ทœ๋ชจ ์–ธ์–ด ๋ชจ๋ธ๋กœ ์ƒ์„ฑํ•˜๊ธฐ
- local: conversations
title: Transformers๋กœ ์ฑ„ํŒ…ํ•˜๊ธฐ
title: ํŠœํ† ๋ฆฌ์–ผ
- sections:
- isExpanded: false
sections:
- local: tasks/sequence_classification
title: ํ…์ŠคํŠธ ๋ถ„๋ฅ˜
- local: tasks/token_classification
title: ํ† ํฐ ๋ถ„๋ฅ˜
- local: tasks/question_answering
title: ์งˆ์˜ ์‘๋‹ต(Question Answering)
- local: tasks/language_modeling
title: ์ธ๊ณผ์  ์–ธ์–ด ๋ชจ๋ธ๋ง(Causal language modeling)
- local: tasks/masked_language_modeling
title: ๋งˆ์Šคํ‚น๋œ ์–ธ์–ด ๋ชจ๋ธ๋ง(Masked language modeling)
- local: tasks/translation
title: ๋ฒˆ์—ญ
- local: tasks/summarization
title: ์š”์•ฝ
- local: tasks/multiple_choice
title: ๊ฐ๊ด€์‹ ๋ฌธ์ œ(Multiple Choice)
title: ์ž์—ฐ์–ด์ฒ˜๋ฆฌ
- isExpanded: false
sections:
- local: tasks/audio_classification
title: ์˜ค๋””์˜ค ๋ถ„๋ฅ˜
- local: tasks/asr
title: ์ž๋™ ์Œ์„ฑ ์ธ์‹
title: ์˜ค๋””์˜ค
- isExpanded: false
sections:
- local: tasks/image_classification
title: ์ด๋ฏธ์ง€ ๋ถ„๋ฅ˜
- local: tasks/semantic_segmentation
title: ์˜๋ฏธ์  ๋ถ„ํ• (Semantic segmentation)
- local: tasks/video_classification
title: ์˜์ƒ ๋ถ„๋ฅ˜
- local: tasks/object_detection
title: ๊ฐ์ฒด ํƒ์ง€
- local: tasks/zero_shot_object_detection
title: ์ œ๋กœ์ƒท(zero-shot) ๊ฐ์ฒด ํƒ์ง€
- local: tasks/zero_shot_image_classification
title: ์ œ๋กœ์ƒท(zero-shot) ์ด๋ฏธ์ง€ ๋ถ„๋ฅ˜
- local: tasks/monocular_depth_estimation
title: ๋‹จ์ผ ์˜์ƒ ๊ธฐ๋ฐ˜ ๊นŠ์ด ์ถ”์ •
- local: tasks/image_to_image
title: Image-to-Image
- local: tasks/image_feature_extraction
title: ์ด๋ฏธ์ง€ ํŠน์ง• ์ถ”์ถœ
- local: tasks/mask_generation
title: ๋งˆ์Šคํฌ ์ƒ์„ฑ
- local: tasks/knowledge_distillation_for_image_classification
title: ์ปดํ“จํ„ฐ ๋น„์ „(์ด๋ฏธ์ง€ ๋ถ„๋ฅ˜)๋ฅผ ์œ„ํ•œ ์ง€์‹ ์ฆ๋ฅ˜(knowledge distillation)
title: ์ปดํ“จํ„ฐ ๋น„์ „
- isExpanded: false
sections:
- local: tasks/image_captioning
title: ์ด๋ฏธ์ง€ ์บก์…”๋‹
- local: tasks/document_question_answering
title: ๋ฌธ์„œ ์งˆ์˜ ์‘๋‹ต(Document Question Answering)
- local: tasks/visual_question_answering
title: ์‹œ๊ฐ์  ์งˆ์˜์‘๋‹ต (Visual Question Answering)
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Text to speech
title: ๋ฉ€ํ‹ฐ๋ชจ๋‹ฌ
- isExpanded: false
sections:
- local: generation_strategies
title: ํ…์ŠคํŠธ ์ƒ์„ฑ ์ „๋žต ์‚ฌ์šฉ์ž ์ •์˜
title: ์ƒ์„ฑ
- isExpanded: false
sections:
- local: tasks/idefics
title: IDEFICS๋ฅผ ์ด์šฉํ•œ ์ด๋ฏธ์ง€ ์ž‘์—…
- local: tasks/prompting
title: ๋Œ€๊ทœ๋ชจ ์–ธ์–ด ๋ชจ๋ธ ํ”„๋กฌํ”„ํŒ… ๊ฐ€์ด๋“œ
title: ํ”„๋กฌํ”„ํŒ…
title: ํƒœ์Šคํฌ ๊ฐ€์ด๋“œ
- sections:
- local: fast_tokenizers
title: ๐Ÿค— Tokenizers ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ์—์„œ ํ† ํฌ๋‚˜์ด์ € ์‚ฌ์šฉํ•˜๊ธฐ
- local: multilingual
title: ๋‹ค๊ตญ์–ด ๋ชจ๋ธ ์ถ”๋ก ํ•˜๊ธฐ
- local: create_a_model
title: ๋ชจ๋ธ๋ณ„ API ์‚ฌ์šฉํ•˜๊ธฐ
- local: custom_models
title: ์‚ฌ์šฉ์ž ์ •์˜ ๋ชจ๋ธ ๊ณต์œ ํ•˜๊ธฐ
- local: chat_templating
title: ์ฑ—๋ด‡ ํ…œํ”Œ๋ฆฟ ์ตํžˆ๊ธฐ
- local: trainer
title: Trainer ์‚ฌ์šฉํ•˜๊ธฐ
- local: sagemaker
title: Amazon SageMaker์—์„œ ํ•™์Šต ์‹คํ–‰ํ•˜๊ธฐ
- local: serialization
title: ONNX๋กœ ๋‚ด๋ณด๋‚ด๊ธฐ
- local: tflite
title: TFLite๋กœ ๋‚ด๋ณด๋‚ด๊ธฐ
- local: torchscript
title: TorchScript๋กœ ๋‚ด๋ณด๋‚ด๊ธฐ
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Notebooks with examples
- local: community
title: ์ปค๋ฎค๋‹ˆํ‹ฐ ๋ฆฌ์†Œ์Šค
- local: troubleshooting
title: ๋ฌธ์ œ ํ•ด๊ฒฐ
- local: gguf
title: GGUF ํŒŒ์ผ๋“ค๊ณผ์˜ ์ƒํ˜ธ ์šด์šฉ์„ฑ
- local: modular_transformers
title: transformers์—์„œ์˜ ๋ชจ๋“ˆ์„ฑ
title: (๋ฒˆ์—ญ์ค‘) ๊ฐœ๋ฐœ์ž ๊ฐ€์ด๋“œ
- sections:
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Getting started
- local: quantization/bitsandbytes
title: bitsandbytes
- local: quantization/gptq
title: GPTQ
- local: quantization/awq
title: AWQ
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) AQLM
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) VPTQ
- local: quantization/quanto
title: Quanto
- local: quantization/eetq
title: EETQ
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) HQQ
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Optimum
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Contribute new quantization method
title: (๋ฒˆ์—ญ์ค‘) ๊ฒฝ๋Ÿ‰ํ™” ๋ฉ”์†Œ๋“œ
- sections:
- local: performance
title: ์„ฑ๋Šฅ ๋ฐ ํ™•์žฅ์„ฑ
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Quantization
- local: llm_optims
title: LLM ์ถ”๋ก  ์ตœ์ ํ™”
- sections:
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Methods and tools for efficient training on a single GPU
- local: perf_train_gpu_many
title: ๋‹ค์ค‘ GPU์—์„œ ํ›ˆ๋ จ ์ง„ํ–‰ํ•˜๊ธฐ
- local: deepspeed
title: DeepSpeed
- local: fsdp
title: ์™„์ „ ๋ถ„ํ•  ๋ฐ์ดํ„ฐ ๋ณ‘๋ ฌ ์ฒ˜๋ฆฌ
- local: perf_train_cpu
title: CPU์—์„œ ํ›ˆ๋ จ
- local: perf_train_cpu_many
title: ๋‹ค์ค‘ CPU์—์„œ ํ›ˆ๋ จํ•˜๊ธฐ
- local: perf_train_tpu_tf
title: TensorFlow๋กœ TPU์—์„œ ํ›ˆ๋ จํ•˜๊ธฐ
- local: perf_train_special
title: Apple ์‹ค๋ฆฌ์ฝ˜์—์„œ PyTorch ํ•™์Šต
- local: perf_hardware
title: ํ›ˆ๋ จ์šฉ ์‚ฌ์šฉ์ž ๋งž์ถคํ˜• ํ•˜๋“œ์›จ์–ด
- local: hpo_train
title: Trainer API๋ฅผ ์‚ฌ์šฉํ•œ ํ•˜์ดํผํŒŒ๋ผ๋ฏธํ„ฐ ํƒ์ƒ‰
title: (๋ฒˆ์—ญ์ค‘) ํšจ์œจ์ ์ธ ํ•™์Šต ๊ธฐ์ˆ ๋“ค
- sections:
- local: perf_infer_cpu
title: CPU๋กœ ์ถ”๋ก ํ•˜๊ธฐ
- local: perf_infer_gpu_one
title: ํ•˜๋‚˜์˜ GPU๋ฅผ ํ™œ์šฉํ•œ ์ถ”๋ก 
title: ์ถ”๋ก  ์ตœ์ ํ™”ํ•˜๊ธฐ
- local: big_models
title: ๋Œ€ํ˜• ๋ชจ๋ธ์„ ์ธ์Šคํ„ด์Šคํ™”
- local: debugging
title: ๋””๋ฒ„๊น…
- local: tf_xla
title: TensorFlow ๋ชจ๋ธ์„ ์œ„ํ•œ XLA ํ†ตํ•ฉ
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Optimize inference using `torch.compile()`
title: (๋ฒˆ์—ญ์ค‘) ์„ฑ๋Šฅ ๋ฐ ํ™•์žฅ์„ฑ
- sections:
- local: contributing
title: ๐Ÿค— Transformers์— ๊ธฐ์—ฌํ•˜๋Š” ๋ฐฉ๋ฒ•
- local: add_new_model
title: ๐Ÿค— Transformers์— ์ƒˆ๋กœ์šด ๋ชจ๋ธ์„ ์ถ”๊ฐ€ํ•˜๋Š” ๋ฐฉ๋ฒ•
- local: add_new_pipeline
title: ์–ด๋–ป๊ฒŒ ๐Ÿค— Transformers์— ํŒŒ์ดํ”„๋ผ์ธ์„ ์ถ”๊ฐ€ํ•˜๋‚˜์š”?
- local: testing
title: ํ…Œ์ŠคํŠธ
- local: pr_checks
title: Pull Request์— ๋Œ€ํ•œ ๊ฒ€์‚ฌ
title: ๊ธฐ์—ฌํ•˜๊ธฐ
- sections:
- local: philosophy
title: ์ด๋…๊ณผ ๋ชฉํ‘œ
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Glossary
- local: task_summary
title: ๐Ÿค— Transformers๋กœ ํ•  ์ˆ˜ ์žˆ๋Š” ์ž‘์—…
- local: tasks_explained
title: ๐Ÿค— Transformers๋กœ ์ž‘์—…์„ ํ•ด๊ฒฐํ•˜๋Š” ๋ฐฉ๋ฒ•
- local: model_summary
title: Transformer ๋ชจ๋ธ๊ตฐ
- local: tokenizer_summary
title: ํ† ํฌ๋‚˜์ด์ € ์š”์•ฝ
- local: attention
title: ์–ดํ…์…˜ ๋งค์ปค๋‹ˆ์ฆ˜
- local: pad_truncation
title: ํŒจ๋”ฉ๊ณผ ์ž˜๋ผ๋‚ด๊ธฐ
- local: bertology
title: BERTology
- local: perplexity
title: ๊ณ ์ • ๊ธธ์ด ๋ชจ๋ธ์˜ ํŽ„ํ”Œ๋ ‰์„œํ‹ฐ(Perplexity)
- local: pipeline_webserver
title: ์ถ”๋ก  ์›น ์„œ๋ฒ„๋ฅผ ์œ„ํ•œ ํŒŒ์ดํ”„๋ผ์ธ
- local: model_memory_anatomy
title: ๋ชจ๋ธ ํ•™์Šต ํ•ด๋ถ€ํ•˜๊ธฐ
- local: llm_tutorial_optimization
title: LLM์„ ์ตœ๋Œ€ํ•œ ํ™œ์šฉํ•˜๊ธฐ
title: (๋ฒˆ์—ญ์ค‘) ๊ฐœ๋… ๊ฐ€์ด๋“œ
- sections:
- sections:
- local: main_classes/agent
title: ์—์ด์ „ํŠธ์™€ ๋„๊ตฌ
- local: model_doc/auto
title: ์ž๋™ ํด๋ž˜์Šค
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Backbones
- local: main_classes/callback
title: ์ฝœ๋ฐฑ
- local: main_classes/configuration
title: ๊ตฌ์„ฑ
- local: main_classes/data_collator
title: ๋ฐ์ดํ„ฐ ์ฝœ๋ ˆ์ดํ„ฐ
- local: main_classes/keras_callbacks
title: ์ผ€๋ผ์Šค ์ฝœ๋ฐฑ
- local: main_classes/logging
title: ๋กœ๊น…
- local: main_classes/model
title: Models
- local: main_classes/text_generation
title: ํ…์ŠคํŠธ ์ƒ์„ฑ
- local: main_classes/onnx
title: ONNX
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Optimization
- local: in_translation
title: ๋ชจ๋ธ ์ถœ๋ ฅ
- local: main_classes/output
title: (๋ฒˆ์—ญ์ค‘) Pipelines
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Processors
- local: main_classes/quantization
title: ์–‘์žํ™”
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Tokenizer
- local: main_classes/trainer
title: Trainer
- local: deepspeed
title: DeepSpeed
- local: main_classes/executorch
title: ExecuTorch
- local: main_classes/feature_extractor
title: ํŠน์„ฑ ์ถ”์ถœ๊ธฐ
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Image Processor
title: (๋ฒˆ์—ญ์ค‘) ๋ฉ”์ธ ํด๋ž˜์Šค
- sections:
- isExpanded: false
sections:
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) 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: (๋ฒˆ์—ญ์ค‘) BertGeneration
- local: model_doc/bert-japanese
title: ์ผ๋ณธ์–ด Bert
- local: model_doc/bertweet
title: Bertweet
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) BigBird
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) BigBirdPegasus
- local: model_doc/biogpt
title: BioGpt
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Blenderbot
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Blenderbot Small
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) BLOOM
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) BORT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) ByT5
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) CamemBERT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) CANINE
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) CodeGen
- local: model_doc/cohere
title: Cohere
- local: model_doc/convbert
title: ConvBERT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) CPM
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) CPMANT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) 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: (๋ฒˆ์—ญ์ค‘) DialoGPT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) DistilBERT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) DPR
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) ELECTRA
- local: model_doc/encoder-decoder
title: ์ธ์ฝ”๋” ๋””์ฝ”๋” ๋ชจ๋ธ
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) ERNIE
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) ErnieM
- local: model_doc/esm
title: ESM
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) FLAN-T5
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) FLAN-UL2
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) FlauBERT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) FNet
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) FSMT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) 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: (๋ฒˆ์—ญ์ค‘) GPT Neo
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) GPT NeoX
- local: model_doc/gpt_neox_japanese
title: GPT NeoX Japanese
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) GPT-J
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) GPT2
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) GPTBigCode
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) GPTSAN Japanese
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) GPTSw3
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) HerBERT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) I-BERT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Jukebox
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) LED
- local: model_doc/llama
title: LLaMA
- local: model_doc/llama2
title: LLaMA2
- local: model_doc/llama3
title: LLaMA3
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Longformer
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) LongT5
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) LUKE
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) M2M100
- local: model_doc/mamba
title: Mamba
- local: model_doc/mamba2
title: Mamba2
- local: model_doc/marian
title: MarianMT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) MarkupLM
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) MBart and MBart-50
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) MEGA
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) MegatronBERT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) MegatronGPT2
- local: model_doc/mistral
title: Mistral
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) mLUKE
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) MobileBERT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) MPNet
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) MT5
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) MVP
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) NEZHA
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) NLLB
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) NLLB-MoE
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Nystrรถmformer
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Open-Llama
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) OPT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Pegasus
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) PEGASUS-X
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) PhoBERT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) PLBart
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) ProphetNet
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) QDQBert
- local: model_doc/rag
title: RAG(๊ฒ€์ƒ‰ ์ฆ๊ฐ• ์ƒ์„ฑ)
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) REALM
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Reformer
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) RemBERT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) RetriBERT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) RoBERTa
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) RoBERTa-PreLayerNorm
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) RoCBert
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) RoFormer
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Splinter
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) SqueezeBERT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) SwitchTransformers
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) T5
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) T5v1.1
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) TAPEX
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Transformer XL
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) UL2
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) X-MOD
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) XGLM
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) XLM
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) XLM-ProphetNet
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) XLM-RoBERTa
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) XLM-RoBERTa-XL
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) XLM-V
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) XLNet
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) YOSO
title: (๋ฒˆ์—ญ์ค‘) ํ…์ŠคํŠธ ๋ชจ๋ธ
- isExpanded: false
sections:
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) BEiT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) BiT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Conditional DETR
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) ConvNeXT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) ConvNeXTV2
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) CvT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Deformable DETR
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) DeiT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) DETA
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) DETR
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) DiNAT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) DiT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) DPT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) EfficientFormer
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) EfficientNet
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) FocalNet
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) GLPN
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) ImageGPT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) LeViT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Mask2Former
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) MaskFormer
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) MobileNetV1
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) MobileNetV2
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) MobileViT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) NAT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) PoolFormer
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) RegNet
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) ResNet
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) 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: (๋ฒˆ์—ญ์ค‘) Table Transformer
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) TimeSformer
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) UperNet
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) VAN
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) VideoMAE
- local: in_translation
title: Vision Transformer (ViT)
- local: model_doc/vit
title: (๋ฒˆ์—ญ์ค‘) ViT Hybrid
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) ViTMAE
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) ViTMSN
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) YOLOS
title: (๋ฒˆ์—ญ์ค‘) ๋น„์ „ ๋ชจ๋ธ
- isExpanded: false
sections:
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Audio Spectrogram Transformer
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) CLAP
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Hubert
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) MCTCT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) SEW
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) SEW-D
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Speech2Text
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Speech2Text2
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) SpeechT5
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) UniSpeech
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) UniSpeech-SAT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Wav2Vec2
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Wav2Vec2-Conformer
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Wav2Vec2Phoneme
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) WavLM
- local: model_doc/whisper
title: Whisper
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) XLS-R
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) XLSR-Wav2Vec2
title: (๋ฒˆ์—ญ์ค‘) ์˜ค๋””์˜ค ๋ชจ๋ธ
- isExpanded: false
sections:
- local: model_doc/timesformer
title: TimeSformer
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) VideoMAE
- local: model_doc/vivit
title: ViViT
title: (๋ฒˆ์—ญ์ค‘) ๋น„๋””์˜ค ๋ชจ๋ธ
- isExpanded: false
sections:
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) 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: (๋ฒˆ์—ญ์ค‘) BridgeTower
- local: model_doc/chameleon
title: Chameleon
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Chinese-CLIP
- local: model_doc/clip
title: CLIP
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) CLIPSeg
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Data2Vec
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) DePlot
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Donut
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) FLAVA
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) GIT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) GroupViT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) LayoutLM
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) LayoutLMV2
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) LayoutLMV3
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) LayoutXLM
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) LiLT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) LXMERT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) MatCha
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) MGP-STR
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) OneFormer
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) OWL-ViT
- local: model_doc/paligemma
title: PaliGemma
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Perceiver
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Pix2Struct
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Segment Anything
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Speech Encoder Decoder Models
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) TAPAS
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) TrOCR
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) TVLT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) ViLT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Vision Encoder Decoder Models
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Vision Text Dual Encoder
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) VisualBERT
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) X-CLIP
title: (๋ฒˆ์—ญ์ค‘) ๋ฉ€ํ‹ฐ๋ชจ๋‹ฌ ๋ชจ๋ธ
- isExpanded: false
sections:
- local: in_translation
title: (๋ฒˆ์—ญ์ค‘) Decision Transformer
- local: model_doc/trajectory_transformer
title: ๊ถค์  ํŠธ๋žœ์Šคํฌ๋จธ
title: (๋ฒˆ์—ญ์ค‘) ๊ฐ•ํ™”ํ•™์Šต ๋ชจ๋ธ
- 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: ์‹œ๊ณ„์—ด ํŠธ๋žœ์Šคํฌ๋จธ
title: ์‹œ๊ณ„์—ด ๋ชจ๋ธ
- isExpanded: false
sections:
- local: model_doc/graphormer
title: Graphormer
title: ๊ทธ๋ž˜ํ”„ ๋ชจ๋ธ
title: (๋ฒˆ์—ญ์ค‘) ๋ชจ๋ธ
- sections:
- local: internal/modeling_utils
title: ์‚ฌ์šฉ์ž ์ •์˜ ๋ ˆ์ด์–ด ๋ฐ ์œ ํ‹ธ๋ฆฌํ‹ฐ
- local: internal/pipelines_utils
title: ํŒŒ์ดํ”„๋ผ์ธ์„ ์œ„ํ•œ ์œ ํ‹ธ๋ฆฌํ‹ฐ
- local: internal/tokenization_utils
title: ํ† ํฌ๋‚˜์ด์ €๋ฅผ ์œ„ํ•œ ์œ ํ‹ธ๋ฆฌํ‹ฐ
- local: internal/trainer_utils
title: Trainer๋ฅผ ์œ„ํ•œ ์œ ํ‹ธ๋ฆฌํ‹ฐ
- local: internal/generation_utils
title: ์ƒ์„ฑ์„ ์œ„ํ•œ ์œ ํ‹ธ๋ฆฌํ‹ฐ
- local: internal/image_processing_utils
title: ์ด๋ฏธ์ง€ ํ”„๋กœ์„ธ์„œ๋ฅผ ์œ„ํ•œ ์œ ํ‹ธ๋ฆฌํ‹ฐ
- local: internal/audio_utils
title: ์˜ค๋””์˜ค ์ฒ˜๋ฆฌ๋ฅผ ์œ„ํ•œ ์œ ํ‹ธ๋ฆฌํ‹ฐ
- local: internal/file_utils
title: ์ผ๋ฐ˜ ์œ ํ‹ธ๋ฆฌํ‹ฐ
- local: internal/time_series_utils
title: ์‹œ๊ณ„์—ด์„ ์œ„ํ•œ ์œ ํ‹ธ๋ฆฌํ‹ฐ
title: (๋ฒˆ์—ญ์ค‘) Internal Helpers
title: (๋ฒˆ์—ญ์ค‘) API