- 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: 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/keypoint_detection title: ํ‚คํฌ์ธํŠธ ํƒ์ง€ - 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 ์ •์˜ - local: serving title: ๋ชจ๋ธ ์„œ๋น™ํ•˜๊ธฐ 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: gpu_selection title: GPU ์„ ํƒํ•˜๊ธฐ - 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: 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: model_doc/codegen title: 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: model_doc/electra title: 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: model_doc/roberta title: 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: model_doc/qwen2_vl title: Qwen2VL - local: in_translation title: (๋ฒˆ์—ญ์ค‘) Segment Anything - local: model_doc/siglip title: SigLIP - 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