From f0199d0d9755c0b0c93faf701da075c3c137b924 Mon Sep 17 00:00:00 2001 From: Woojun Jung <46880056+jungnerd@users.noreply.github.com> Date: Sat, 19 Jul 2025 16:13:47 +0900 Subject: [PATCH] docs: update `docs/source/ko/_toctree.yml` --- docs/source/ko/_toctree.yml | 1538 ++++++++++------- .../ko/{main_classes => }/executorch.md | 0 2 files changed, 948 insertions(+), 590 deletions(-) rename docs/source/ko/{main_classes => }/executorch.md (100%) diff --git a/docs/source/ko/_toctree.yml b/docs/source/ko/_toctree.yml index 75632c1f59a5..0e612a85d124 100644 --- a/docs/source/ko/_toctree.yml +++ b/docs/source/ko/_toctree.yml @@ -1,36 +1,220 @@ - sections: - local: index title: ๐Ÿค— Transformers - - local: quicktour - title: ๋‘˜๋Ÿฌ๋ณด๊ธฐ - local: installation title: ์„ค์น˜๋ฐฉ๋ฒ• + - local: quicktour + title: ๋‘˜๋Ÿฌ๋ณด๊ธฐ 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 +- isExpanded: false + sections: + - sections: + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Loading models + - local: custom_models + title: ์‚ฌ์šฉ์ž ์ •์˜ ๋ชจ๋ธ ๊ณต์œ ํ•˜๊ธฐ + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Customizing model components + - local: model_sharing + title: ๋งŒ๋“  ๋ชจ๋ธ ๊ณต์œ ํ•˜๊ธฐ + - local: modular_transformers + title: transformers์—์„œ์˜ ๋ชจ๋“ˆ์„ฑ + - local: add_new_model + title: ๐Ÿค— Transformers์— ์ƒˆ๋กœ์šด ๋ชจ๋ธ์„ ์ถ”๊ฐ€ํ•˜๋Š” ๋ฐฉ๋ฒ• + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Documenting a model + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Customizing attention function + title: ๋ชจ๋ธ + - sections: + - local: fast_tokenizers + title: ๐Ÿค— Tokenizers ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ์—์„œ ํ† ํฌ๋‚˜์ด์ € ์‚ฌ์šฉํ•˜๊ธฐ + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Image processors + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Video processors + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Backbones + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Feature extractors + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Processors + - local: tokenizer_summary + title: ํ† ํฌ๋‚˜์ด์ € ์š”์•ฝ + - local: pad_truncation + title: ํŒจ๋”ฉ๊ณผ ์ž˜๋ผ๋‚ด๊ธฐ + title: ์ „์ฒ˜๋ฆฌ๊ธฐ(Preprocessors) + title: Base classes +- isExpanded: false + sections: + - sections: + - local: pipeline_tutorial + title: Pipeline์œผ๋กœ ์ถ”๋ก ํ•˜๊ธฐ + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Machine learning apps + - local: pipeline_webserver + title: ์ถ”๋ก  ์›น ์„œ๋ฒ„๋ฅผ ์œ„ํ•œ ํŒŒ์ดํ”„๋ผ์ธ + - local: add_new_pipeline + title: ์–ด๋–ป๊ฒŒ ๐Ÿค— Transformers์— ํŒŒ์ดํ”„๋ผ์ธ์„ ์ถ”๊ฐ€ํ•˜๋‚˜์š”? + title: ํŒŒ์ดํ”„๋ผ์ธ API + - sections: + - local: llm_tutorial + title: ๋Œ€๊ทœ๋ชจ ์–ธ์–ด ๋ชจ๋ธ๋กœ ์ƒ์„ฑํ•˜๊ธฐ + - local: generation_strategies + title: ํ…์ŠคํŠธ ์ƒ์„ฑ ์ „๋žต ์‚ฌ์šฉ์ž ์ •์˜ + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Generation features + - local: tasks/prompting + title: ๋Œ€๊ทœ๋ชจ ์–ธ์–ด ๋ชจ๋ธ ํ”„๋กฌํ”„ํŒ… ๊ฐ€์ด๋“œ + - local: llm_optims + title: LLM ์ถ”๋ก  ์ตœ์ ํ™” + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Caching + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) KV cache strategies + - local: serving + title: ๋ชจ๋ธ ์„œ๋น™ํ•˜๊ธฐ + - local: llm_tutorial_optimization + title: LLM์„ ์ตœ๋Œ€ํ•œ ํ™œ์šฉํ•˜๊ธฐ + - local: perplexity + title: ๊ณ ์ • ๊ธธ์ด ๋ชจ๋ธ์˜ ํŽ„ํ”Œ๋ ‰์„œํ‹ฐ(Perplexity) + title: ๊ฑฐ๋Œ€ ์–ธ์–ด ๋ชจ๋ธ(LLMs) + - sections: + - local: conversations + title: Transformers๋กœ ์ฑ„ํŒ…ํ•˜๊ธฐ + - local: chat_templating + title: ์ฑ—๋ด‡ ํ…œํ”Œ๋ฆฟ ์ตํžˆ๊ธฐ + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Multimodal templates + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Template writing + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Tools and RAG + title: ๋ชจ๋ธ์„ ์‚ฌ์šฉํ•ด ๋Œ€ํ™”ํ•˜๊ธฐ + - sections: + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) torch.compile + - local: perf_infer_gpu_one + title: ํ•˜๋‚˜์˜ GPU๋ฅผ ํ™œ์šฉํ•œ ์ถ”๋ก  + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Distributed inference + - local: perf_infer_cpu + title: CPU๋กœ ์ถ”๋ก ํ•˜๊ธฐ + title: ์ตœ์ ํ™”(Optimization) + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Agents + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Tools + title: ์ถ”๋ก (Inference) +- isExpanded: false + sections: + - sections: + - local: trainer + title: ํŠธ๋ ˆ์ด๋„ˆ(Trainer) + - local: training + title: ์‚ฌ์ „ ํ•™์Šต๋œ ๋ชจ๋ธ ๋ฏธ์„ธ ์กฐ์ •ํ•˜๊ธฐ + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Optimizers + - local: hpo_train + title: Trainer API๋ฅผ ์‚ฌ์šฉํ•œ ํ•˜์ดํผํŒŒ๋ผ๋ฏธํ„ฐ ํƒ์ƒ‰ + title: Trainer API + - sections: + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Accelerator selection + - local: accelerate + title: ๐Ÿค— Accelerate๋กœ ๋ถ„์‚ฐ ํ•™์Šต ๊ตฌ์„ฑํ•˜๊ธฐ + - local: fsdp + title: ์™„์ „ ๋ถ„ํ•  ๋ฐ์ดํ„ฐ ๋ณ‘๋ ฌ ์ฒ˜๋ฆฌ + - local: deepspeed + title: DeepSpeed + - local: debugging + title: ๋””๋ฒ„๊น… + - local: perf_train_cpu_many + title: ๋‹ค์ค‘ CPU์—์„œ ํ•™์Šตํ•˜๊ธฐ + - local: perf_train_gpu_many + title: ๋‹ค์ค‘ GPU์—์„œ ํ•™์Šต ์ง„ํ–‰ํ•˜๊ธฐ + title: ๋ถ„์‚ฐ ํ•™์Šต(Distributed training) + - sections: + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) GPU + - local: perf_train_cpu + title: CPU์—์„œ ํ›ˆ๋ จ + - local: perf_train_special + title: Apple ์‹ค๋ฆฌ์ฝ˜์—์„œ PyTorch ํ•™์Šต + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Intel Gaudi + - local: perf_hardware + title: ํ›ˆ๋ จ์šฉ ์‚ฌ์šฉ์ž ๋งž์ถคํ˜• ํ•˜๋“œ์›จ์–ด + title: ํ•˜๋“œ์›จ์–ด - 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: model_memory_anatomy + title: ๋ชจ๋ธ ํ•™์Šต ํ•ด๋ถ€ํ•˜๊ธฐ + title: ํ•™์Šต(Training) +- isExpanded: false + sections: + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Overview + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Selecting a quantization method + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Quantization concepts + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) AQLM + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) AutoRound + - local: quantization/awq + title: AWQ + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) BitNet + - local: quantization/bitsandbytes + title: bitsandbytes + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) compressed-tensors + - local: quantization/eetq + title: EETQ + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) FBGEMM + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Fine-grained FP8 + - local: gguf + title: GGUF ํŒŒ์ผ๋“ค๊ณผ์˜ ์ƒํ˜ธ ์šด์šฉ์„ฑ + - local: quantization/gptq + title: GPTQ + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) HIGGS + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) HQQ + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Optimum + - local: quantization/quanto + title: Quanto + - local: quantization/quark + title: Quark + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) torchao + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) SpQR + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) VPTQ + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Contribute + title: ์–‘์žํ™”(Quantization) +- isExpanded: false + sections: + - local: serialization + title: ONNX๋กœ ๋‚ด๋ณด๋‚ด๊ธฐ + - local: tflite + title: TFLite๋กœ ๋‚ด๋ณด๋‚ด๊ธฐ + - local: executorch + title: ExecuTorch + - local: torchscript + title: TorchScript๋กœ ๋‚ด๋ณด๋‚ด๊ธฐ + title: ๋ฐฐํฌํ™˜๊ฒฝ์— ๋‚ด๋ณด๋‚ด๊ธฐ +- isExpanded: false + sections: + - sections: + - sections: - local: tasks/sequence_classification title: ํ…์ŠคํŠธ ๋ถ„๋ฅ˜ - local: tasks/token_classification @@ -47,24 +231,22 @@ title: ์š”์•ฝ - local: tasks/multiple_choice title: ๊ฐ๊ด€์‹ ๋ฌธ์ œ(Multiple Choice) - title: ์ž์—ฐ์–ด์ฒ˜๋ฆฌ - - isExpanded: false - sections: + title: ์ž์—ฐ์–ด์ฒ˜๋ฆฌ + - sections: - local: tasks/audio_classification title: ์˜ค๋””์˜ค ๋ถ„๋ฅ˜ - local: tasks/asr title: ์ž๋™ ์Œ์„ฑ ์ธ์‹ - title: ์˜ค๋””์˜ค - - isExpanded: false - sections: + title: ์˜ค๋””์˜ค + - sections: - local: tasks/image_classification title: ์ด๋ฏธ์ง€ ๋ถ„๋ฅ˜ - local: tasks/semantic_segmentation - title: ์˜๋ฏธ์  ๋ถ„ํ• (Semantic segmentation) + title: ์ด๋ฏธ์ง€ ์„ธ๊ทธ๋ฉ˜ํ…Œ์ด์…˜ - local: tasks/video_classification - title: ์˜์ƒ ๋ถ„๋ฅ˜ + title: ๋น„๋””์˜ค ๋ถ„๋ฅ˜ - local: tasks/object_detection - title: ๊ฐ์ฒด ํƒ์ง€ + title: ๊ฐ์ฒด ํƒ์ง€(Object detection) - local: tasks/zero_shot_object_detection title: ์ œ๋กœ์ƒท(zero-shot) ๊ฐ์ฒด ํƒ์ง€ - local: tasks/zero_shot_image_classification @@ -81,9 +263,8 @@ 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: + title: ์ปดํ“จํ„ฐ ๋น„์ „ + - sections: - local: tasks/image_captioning title: ์ด๋ฏธ์ง€ ์บก์…”๋‹ - local: tasks/document_question_answering @@ -92,182 +273,55 @@ 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: tasks/idefics + title: IDEFICS๋ฅผ ์ด์šฉํ•œ ์ด๋ฏธ์ง€ ์ž‘์—… + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Image-text-to-text + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Video-text-to-text + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Visual Document Retrieval + title: ๋ฉ€ํ‹ฐ๋ชจ๋‹ฌ + title: ํƒœ์Šคํฌ ๋ ˆ์‹œํ”ผ + - local: run_scripts + title: ์Šคํฌ๋ฆฝํŠธ๋กœ ํ•™์Šตํ•˜๊ธฐ + - local: glossary + title: Glossary + - local: philosophy + title: ์ด๋…๊ณผ ๋ชฉํ‘œ - 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/quark - title: Quark - - 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: ๋ฆฌ์†Œ์Šค +- isExpanded: false + sections: + - local: contributing + title: ๐Ÿค— Transformers์— ๊ธฐ์—ฌํ•˜๋Š” ๋ฐฉ๋ฒ• + - local: testing + title: Transformers ๋ชจ๋ธ ํ…Œ์ŠคํŠธํ•˜๊ธฐ + - local: pr_checks + title: Pull request ๊ฒ€์‚ฌํ•˜๊ธฐ title: ๊ธฐ์—ฌํ•˜๊ธฐ -- sections: - - local: philosophy - title: ์ด๋…๊ณผ ๋ชฉํ‘œ - - local: glossary - 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: +- isExpanded: false + sections: - sections: - local: model_doc/auto - title: ์ž๋™ ํด๋ž˜์Šค + title: Auto Classes - local: in_translation title: (๋ฒˆ์—ญ์ค‘) Backbones - local: main_classes/callback - title: ์ฝœ๋ฐฑ + title: Callbacks - local: main_classes/configuration - title: ๊ตฌ์„ฑ + title: Configuration - local: main_classes/data_collator - title: ๋ฐ์ดํ„ฐ ์ฝœ๋ ˆ์ดํ„ฐ + title: Data Collator - local: main_classes/keras_callbacks - title: ์ผ€๋ผ์Šค ์ฝœ๋ฐฑ + title: Keras callbacks - local: main_classes/logging - title: ๋กœ๊น… + title: Logging - local: main_classes/model title: Models - local: main_classes/text_generation @@ -276,9 +330,11 @@ title: ONNX - local: in_translation title: (๋ฒˆ์—ญ์ค‘) Optimization - - local: in_translation - title: ๋ชจ๋ธ ์ถœ๋ ฅ - local: main_classes/output + title: ๋ชจ๋ธ ์ถœ๋ ฅ + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) PEFT + - local: in_translation title: (๋ฒˆ์—ญ์ค‘) Pipelines - local: in_translation title: (๋ฒˆ์—ญ์ค‘) Processors @@ -288,20 +344,25 @@ title: (๋ฒˆ์—ญ์ค‘) Tokenizer - local: main_classes/trainer title: Trainer - - local: deepspeed - title: DeepSpeed + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) DeepSpeed - local: main_classes/executorch title: ExecuTorch - local: main_classes/feature_extractor - title: ํŠน์„ฑ ์ถ”์ถœ๊ธฐ + title: ํ”ผ์ณ ์ถ”์ถœ๊ธฐ - local: in_translation title: (๋ฒˆ์—ญ์ค‘) Image Processor - title: (๋ฒˆ์—ญ์ค‘) ๋ฉ”์ธ ํด๋ž˜์Šค + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Video Processor + title: ๋ฉ”์ธ ํด๋ž˜์Šค - sections: - - isExpanded: false - sections: - - local: in_translation - title: (๋ฒˆ์—ญ์ค‘) ALBERT + - sections: + - local: model_doc/albert + title: ALBERT + - local: model_doc/arcee + title: Arcee + - local: model_doc/bamba + title: Bamba - local: model_doc/bart title: BART - local: model_doc/barthez @@ -310,454 +371,742 @@ title: BARTpho - local: model_doc/bert title: BERT - - local: in_translation - title: (๋ฒˆ์—ญ์ค‘) BertGeneration + - local: model_doc/bert-generation + title: BertGeneration - local: model_doc/bert-japanese - title: ์ผ๋ณธ์–ด Bert + title: BertJapanese - local: model_doc/bertweet - title: Bertweet - - local: in_translation - title: (๋ฒˆ์—ญ์ค‘) BigBird - - local: in_translation - title: (๋ฒˆ์—ญ์ค‘) BigBirdPegasus + title: BERTweet + - local: model_doc/big_bird + title: BigBird + - local: model_doc/bigbird_pegasus + title: 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/bitnet + title: BitNet + - local: model_doc/blenderbot + title: Blenderbot + - local: model_doc/blenderbot-small + title: Blenderbot Small + - local: model_doc/bloom + title: BLOOM + - local: model_doc/bort + title: BORT + - local: model_doc/byt5 + title: ByT5 + - local: model_doc/camembert + title: CamemBERT + - local: model_doc/canine + title: CANINE - local: model_doc/codegen title: CodeGen + - local: model_doc/code_llama + title: CodeLlama - local: model_doc/cohere title: Cohere + - local: model_doc/cohere2 + title: Cohere2 - 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/cpm + title: CPM + - local: model_doc/cpmant + title: CPMANT + - local: model_doc/ctrl + title: 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/deepseek_v3 + title: DeepSeek-V3 + - local: model_doc/dialogpt + title: DialoGPT + - local: model_doc/diffllama + title: DiffLlama + - local: model_doc/distilbert + title: DistilBERT + - local: model_doc/doge + title: Doge + - local: model_doc/dots1 + title: dots1 + - local: model_doc/dpr + title: 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 + title: Encoder Decoder Models + - local: model_doc/ernie + title: ERNIE + - local: model_doc/ernie_m + title: 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/falcon + title: Falcon + - local: model_doc/falcon3 + title: Falcon3 + - local: model_doc/falcon_h1 + title: FalconH1 + - local: model_doc/falcon_mamba + title: FalconMamba + - local: model_doc/flan-t5 + title: FLAN-T5 + - local: model_doc/flan-ul2 + title: FLAN-UL2 + - local: model_doc/flaubert + title: FlauBERT + - local: model_doc/fnet + title: FNet + - local: model_doc/fsmt + title: FSMT + - local: model_doc/funnel + title: Funnel Transformer + - local: model_doc/fuyu + title: Fuyu - local: model_doc/gemma title: Gemma - local: model_doc/gemma2 title: Gemma2 + - local: model_doc/glm + title: GLM + - local: model_doc/glm4 + title: glm4 - 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_neo + title: GPT Neo + - local: model_doc/gpt_neox + title: 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/gptj + title: GPT-J + - local: model_doc/gpt2 + title: GPT2 + - local: model_doc/gpt_bigcode + title: GPTBigCode + - local: model_doc/gptsan-japanese + title: GPTSAN Japanese + - local: model_doc/gpt-sw3 + title: GPTSw3 + - local: model_doc/granite + title: Granite + - local: model_doc/granitemoe + title: GraniteMoe + - local: model_doc/granitemoehybrid + title: GraniteMoeHybrid + - local: model_doc/granitemoeshared + title: GraniteMoeShared + - local: model_doc/helium + title: Helium + - local: model_doc/herbert + title: HerBERT + - local: model_doc/hgnet_v2 + title: HGNet-V2 + - local: model_doc/ibert + title: I-BERT + - local: model_doc/jamba + title: Jamba + - local: model_doc/jetmoe + title: JetMoe + - local: model_doc/jukebox + title: Jukebox + - local: model_doc/led + title: LED + - local: model_doc/lfm2 + title: LFM2 - local: model_doc/llama title: LLaMA - local: model_doc/llama2 - title: 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 + title: Llama3 + - local: model_doc/longformer + title: Longformer + - local: model_doc/longt5 + title: LongT5 + - local: model_doc/luke + title: LUKE + - local: model_doc/m2m_100 + title: M2M100 + - local: model_doc/madlad-400 + title: MADLAD-400 - 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/markuplm + title: MarkupLM + - local: model_doc/mbart + title: MBart and MBart-50 + - local: model_doc/mega + title: MEGA + - local: model_doc/megatron-bert + title: MegatronBERT + - local: model_doc/megatron_gpt2 + title: MegatronGPT2 + - local: model_doc/minimax + title: MiniMax - 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/mixtral + title: Mixtral + - local: model_doc/mluke + title: mLUKE + - local: model_doc/mobilebert + title: MobileBERT + - local: model_doc/modernbert + title: ModernBert + - local: model_doc/modernbert-decoder + title: ModernBERTDecoder + - local: model_doc/mpnet + title: MPNet + - local: model_doc/mpt + title: MPT + - local: model_doc/mra + title: MRA + - local: model_doc/mt5 + title: MT5 + - local: model_doc/mvp + title: MVP + - local: model_doc/myt5 + title: myt5 + - local: model_doc/nemotron + title: Nemotron + - local: model_doc/nezha + title: NEZHA + - local: model_doc/nllb + title: NLLB + - local: model_doc/nllb-moe + title: NLLB-MoE + - local: model_doc/nystromformer + title: Nystrรถmformer + - local: model_doc/olmo + title: OLMo + - local: model_doc/olmo2 + title: OLMo2 + - local: model_doc/olmoe + title: OLMoE + - local: model_doc/open-llama + title: Open-Llama + - local: model_doc/opt + title: OPT + - local: model_doc/pegasus + title: Pegasus + - local: model_doc/pegasus_x + title: PEGASUS-X + - local: model_doc/persimmon + title: Persimmon + - local: model_doc/phi + title: Phi + - local: model_doc/phi3 + title: Phi-3 + - local: model_doc/phimoe + title: PhiMoE + - local: model_doc/phobert + title: PhoBERT + - local: model_doc/plbart + title: PLBart + - local: model_doc/prophetnet + title: ProphetNet + - local: model_doc/qdqbert + title: QDQBert + - local: model_doc/qwen2 + title: Qwen2 + - local: model_doc/qwen2_moe + title: Qwen2MoE + - local: model_doc/qwen3 + title: Qwen3 + - local: model_doc/qwen3_moe + title: Qwen3MoE - 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 + title: RAG + - local: model_doc/realm + title: REALM + - local: model_doc/recurrent_gemma + title: RecurrentGemma + - local: model_doc/reformer + title: Reformer + - local: model_doc/rembert + title: RemBERT + - local: model_doc/retribert + title: 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/roberta-prelayernorm + title: RoBERTa-PreLayerNorm + - local: model_doc/roc_bert + title: RoCBert + - local: model_doc/roformer + title: RoFormer + - local: model_doc/rwkv + title: RWKV + - local: model_doc/splinter + title: Splinter + - local: model_doc/squeezebert + title: SqueezeBERT + - local: model_doc/stablelm + title: StableLm + - local: model_doc/starcoder2 + title: Starcoder2 + - local: model_doc/switch_transformers + title: SwitchTransformers + - local: model_doc/t5 + title: T5 + - local: model_doc/t5gemma + title: T5Gemma + - local: model_doc/t5v1.1 + title: T5v1.1 + - local: model_doc/tapex + title: TAPEX + - local: model_doc/transfo-xl + title: Transformer XL + - local: model_doc/ul2 + title: UL2 + - local: model_doc/umt5 + title: UMT5 + - local: model_doc/xmod + title: X-MOD + - local: model_doc/xglm + title: XGLM + - local: model_doc/xlm + title: XLM + - local: model_doc/xlm-prophetnet + title: XLM-ProphetNet + - local: model_doc/xlm-roberta + title: XLM-RoBERTa + - local: model_doc/xlm-roberta-xl + title: XLM-RoBERTa-XL + - local: model_doc/xlm-v + title: XLM-V + - local: model_doc/xlnet + title: XLNet + - local: model_doc/yoso + title: YOSO + - local: model_doc/zamba + title: Zamba + - local: model_doc/zamba2 + title: Zamba2 + title: ํ…์ŠคํŠธ ๋ชจ๋ธ + - sections: + - local: model_doc/aimv2 + title: Aimv2 + - local: model_doc/beit + title: BEiT + - local: model_doc/bit + title: BiT + - local: model_doc/conditional_detr + title: Conditional DETR + - local: model_doc/convnext + title: ConvNeXT + - local: model_doc/convnextv2 + title: ConvNeXTV2 + - local: model_doc/cvt + title: CvT + - local: model_doc/d_fine + title: D-FINE + - local: model_doc/dab-detr + title: DAB-DETR + - local: model_doc/deepseek_v2 + title: DeepSeek-V2 + - local: model_doc/deformable_detr + title: Deformable DETR + - local: model_doc/deit + title: DeiT + - local: model_doc/depth_anything + title: Depth Anything + - local: model_doc/depth_anything_v2 + title: Depth Anything V2 + - local: model_doc/depth_pro + title: DepthPro + - local: model_doc/deta + title: DETA + - local: model_doc/detr + title: DETR + - local: model_doc/dinat + title: DiNAT + - local: model_doc/dinov2 + title: DINOV2 + - local: model_doc/dinov2_with_registers + title: DINOv2 with Registers + - local: model_doc/dit + title: DiT + - local: model_doc/dpt + title: DPT + - local: model_doc/efficientformer + title: EfficientFormer + - local: model_doc/efficientnet + title: EfficientNet + - local: model_doc/eomt + title: EoMT + - local: model_doc/focalnet + title: FocalNet + - local: model_doc/glpn + title: GLPN + - local: model_doc/hiera + title: Hiera + - local: model_doc/ijepa + title: I-JEPA + - local: model_doc/imagegpt + title: ImageGPT + - local: model_doc/levit + title: LeViT + - local: model_doc/lightglue + title: LightGlue + - local: model_doc/mask2former + title: Mask2Former + - local: model_doc/maskformer + title: MaskFormer + - local: model_doc/mlcd + title: MLCD + - local: model_doc/mobilenet_v1 + title: MobileNetV1 + - local: model_doc/mobilenet_v2 + title: MobileNetV2 + - local: model_doc/mobilevit + title: MobileViT + - local: model_doc/mobilevitv2 + title: MobileViTV2 + - local: model_doc/nat + title: NAT + - local: model_doc/poolformer + title: PoolFormer + - local: model_doc/prompt_depth_anything + title: Prompt Depth Anything + - local: model_doc/pvt + title: Pyramid Vision Transformer (PVT) + - local: model_doc/pvt_v2 + title: Pyramid Vision Transformer v2 (PVTv2) + - local: model_doc/regnet + title: RegNet + - local: model_doc/resnet + title: ResNet + - local: model_doc/rt_detr + title: RT-DETR + - local: model_doc/rt_detr_v2 + title: RT-DETRv2 + - local: model_doc/segformer + title: SegFormer + - local: model_doc/seggpt + title: SegGpt + - local: model_doc/superglue + title: SuperGlue + - local: model_doc/superpoint + title: SuperPoint + - local: model_doc/swiftformer + title: SwiftFormer - 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/table-transformer + title: Table Transformer + - local: model_doc/textnet + title: TextNet + - local: model_doc/timm_wrapper + title: Timm Wrapper + - local: model_doc/upernet + title: UperNet + - local: model_doc/van + title: VAN - 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 + title: Vision Transformer (ViT) + - local: model_doc/vit_hybrid + title: ViT Hybrid + - local: model_doc/vitdet + title: ViTDet + - local: model_doc/vit_mae + title: ViTMAE + - local: model_doc/vitmatte + title: ViTMatte + - local: model_doc/vit_msn + title: ViTMSN + - local: model_doc/vitpose + title: ViTPose + - local: model_doc/yolos + title: YOLOS + - local: model_doc/zoedepth + title: ZoeDepth + title: ๋น„์ „ ๋ชจ๋ธ + - sections: + - local: model_doc/audio-spectrogram-transformer + title: Audio Spectrogram Transformer + - local: model_doc/bark + title: Bark + - local: model_doc/clap + title: CLAP + - local: model_doc/csm + title: CSM + - local: model_doc/dac + title: dac + - local: model_doc/dia + title: Dia + - local: model_doc/encodec + title: EnCodec + - local: model_doc/fastspeech2_conformer + title: FastSpeech2Conformer + - local: model_doc/granite_speech + title: GraniteSpeech + - local: model_doc/hubert + title: Hubert + - local: model_doc/kyutai_speech_to_text + title: Kyutai Speech-To-Text + - local: model_doc/mctct + title: MCTCT + - local: model_doc/mimi + title: Mimi + - local: model_doc/mms + title: MMS + - local: model_doc/moonshine + title: Moonshine + - local: model_doc/moshi + title: Moshi + - local: model_doc/musicgen + title: MusicGen + - local: model_doc/musicgen_melody + title: MusicGen Melody + - local: model_doc/pop2piano + title: Pop2Piano + - local: model_doc/seamless_m4t + title: Seamless-M4T + - local: model_doc/seamless_m4t_v2 + title: SeamlessM4T-v2 + - local: model_doc/sew + title: SEW + - local: model_doc/sew-d + title: SEW-D + - local: model_doc/speech_to_text + title: Speech2Text + - local: model_doc/speech_to_text_2 + title: Speech2Text2 + - local: model_doc/speecht5 + title: SpeechT5 + - local: model_doc/unispeech + title: UniSpeech + - local: model_doc/unispeech-sat + title: UniSpeech-SAT + - local: model_doc/univnet + title: UnivNet + - local: model_doc/vits + title: VITS + - local: model_doc/wav2vec2 + title: Wav2Vec2 + - local: model_doc/wav2vec2-bert + title: Wav2Vec2-BERT + - local: model_doc/wav2vec2-conformer + title: Wav2Vec2-Conformer + - local: model_doc/wav2vec2_phoneme + title: Wav2Vec2Phoneme + - local: model_doc/wavlm + title: 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/xls_r + title: XLS-R + - local: model_doc/xlsr_wav2vec2 + title: XLSR-Wav2Vec2 + title: ์˜ค๋””์˜ค ๋ชจ๋ธ + - sections: - local: model_doc/timesformer title: TimeSformer - - local: in_translation - title: (๋ฒˆ์—ญ์ค‘) VideoMAE + - local: model_doc/vjepa2 + title: V-JEPA 2 + - local: model_doc/videomae + title: VideoMAE - local: model_doc/vivit title: ViViT - title: (๋ฒˆ์—ญ์ค‘) ๋น„๋””์˜ค ๋ชจ๋ธ - - isExpanded: false - sections: - - local: in_translation - title: (๋ฒˆ์—ญ์ค‘) ALIGN + title: ๋น„๋””์˜ค ๋ชจ๋ธ + - sections: + - local: model_doc/align + title: ALIGN - local: model_doc/altclip title: AltCLIP - - local: model_doc/blip-2 - title: BLIP-2 + - local: model_doc/aria + title: Aria + - local: model_doc/aya_vision + title: AyaVision - local: model_doc/blip title: BLIP - - local: in_translation - title: (๋ฒˆ์—ญ์ค‘) BridgeTower + - local: model_doc/blip-2 + title: BLIP-2 + - local: model_doc/bridgetower + title: BridgeTower + - local: model_doc/bros + title: BROS - local: model_doc/chameleon title: Chameleon - - local: in_translation - title: (๋ฒˆ์—ญ์ค‘) Chinese-CLIP + - local: model_doc/chinese_clip + title: 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/clipseg + title: CLIPSeg + - local: model_doc/clvp + title: CLVP + - local: model_doc/colpali + title: ColPali + - local: model_doc/colqwen2 + title: ColQwen2 + - local: model_doc/data2vec + title: Data2Vec + - local: model_doc/deplot + title: DePlot + - local: model_doc/donut + title: Donut + - local: model_doc/emu3 + title: Emu3 + - local: model_doc/flava + title: FLAVA + - local: model_doc/gemma3 + title: Gemma3 + - local: model_doc/gemma3n + title: Gemma3n + - local: model_doc/git + title: GIT + - local: model_doc/glm4v + title: glm4v + - local: model_doc/got_ocr2 + title: GOT-OCR2 + - local: model_doc/granitevision + title: GraniteVision + - local: model_doc/grounding-dino + title: Grounding DINO + - local: model_doc/groupvit + title: GroupViT + - local: model_doc/idefics + title: IDEFICS + - local: model_doc/idefics2 + title: Idefics2 + - local: model_doc/idefics3 + title: Idefics3 + - local: model_doc/instructblip + title: InstructBLIP + - local: model_doc/instructblipvideo + title: InstructBlipVideo + - local: model_doc/internvl + title: InternVL + - local: model_doc/janus + title: Janus + - local: model_doc/kosmos-2 + title: KOSMOS-2 + - local: model_doc/layoutlm + title: LayoutLM + - local: model_doc/layoutlmv2 + title: LayoutLMV2 + - local: model_doc/layoutlmv3 + title: LayoutLMV3 + - local: model_doc/layoutxlm + title: LayoutXLM + - local: model_doc/lilt + title: LiLT + - local: model_doc/llama4 + title: Llama4 + - local: model_doc/llava + title: Llava + - local: model_doc/llava_next + title: LLaVA-NeXT + - local: model_doc/llava_next_video + title: LLaVa-NeXT-Video + - local: model_doc/llava_onevision + title: LLaVA-Onevision + - local: model_doc/lxmert + title: LXMERT + - local: model_doc/matcha + title: MatCha + - local: model_doc/mgp-str + title: MGP-STR + - local: model_doc/mistral3 + title: Mistral3 + - local: model_doc/mllama + title: mllama + - local: model_doc/nougat + title: Nougat + - local: model_doc/omdet-turbo + title: OmDet-Turbo + - local: model_doc/oneformer + title: OneFormer + - local: model_doc/owlvit + title: OWL-ViT + - local: model_doc/owlv2 + title: OWLv2 - local: model_doc/paligemma title: PaliGemma - - local: in_translation - title: (๋ฒˆ์—ญ์ค‘) Perceiver - - local: in_translation - title: (๋ฒˆ์—ญ์ค‘) Pix2Struct + - local: model_doc/perceiver + title: Perceiver + - local: model_doc/perception_lm + title: PerceptionLM + - local: model_doc/phi4_multimodal + title: Phi4 Multimodal + - local: model_doc/pix2struct + title: Pix2Struct + - local: model_doc/pixtral + title: Pixtral + - local: model_doc/qwen2_5_omni + title: Qwen2.5-Omni + - local: model_doc/qwen2_5_vl + title: Qwen2.5-VL + - local: model_doc/qwen2_audio + title: Qwen2Audio - local: model_doc/qwen2_vl title: Qwen2VL - - local: in_translation - title: (๋ฒˆ์—ญ์ค‘) Segment Anything + - local: model_doc/sam + title: Segment Anything + - local: model_doc/sam_hq + title: Segment Anything High Quality + - local: model_doc/shieldgemma2 + title: ShieldGemma2 - 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/siglip2 + title: SigLIP2 + - local: model_doc/smollm3 + title: SmolLM3 + - local: model_doc/smolvlm + title: SmolVLM + - local: model_doc/speech-encoder-decoder + title: Speech Encoder Decoder Models + - local: model_doc/tapas + title: TAPAS + - local: model_doc/trocr + title: TrOCR + - local: model_doc/tvlt + title: TVLT + - local: model_doc/tvp + title: TVP + - local: model_doc/udop + title: UDOP + - local: model_doc/video_llava + title: VideoLlava + - local: model_doc/vilt + title: ViLT + - local: model_doc/vipllava + title: VipLlava + - local: model_doc/vision-encoder-decoder + title: Vision Encoder Decoder Models + - local: model_doc/vision-text-dual-encoder + title: Vision Text Dual Encoder + - local: model_doc/visual_bert + title: VisualBERT + - local: model_doc/voxtral + title: Voxtral + - local: model_doc/xclip + title: X-CLIP + title: ๋ฉ€ํ‹ฐ๋ชจ๋‹ฌ ๋ชจ๋ธ + - sections: + - local: model_doc/decision_transformer + title: Decision Transformer - local: model_doc/trajectory_transformer - title: ๊ถค์  ํŠธ๋žœ์Šคํฌ๋จธ - title: (๋ฒˆ์—ญ์ค‘) ๊ฐ•ํ™”ํ•™์Šต ๋ชจ๋ธ - - isExpanded: false - sections: + title: Trajectory Transformer + title: ๊ฐ•ํ™”ํ•™์Šต ๋ชจ๋ธ + - sections: - local: model_doc/autoformer title: Autoformer - local: model_doc/informer @@ -767,17 +1116,20 @@ - 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: + title: Time Series Transformer + - local: model_doc/timesfm + title: TimesFM + title: ์‹œ๊ฒŒ์—ด ๋ชจ๋ธ + - sections: - local: model_doc/graphormer title: Graphormer title: ๊ทธ๋ž˜ํ”„ ๋ชจ๋ธ - title: (๋ฒˆ์—ญ์ค‘) ๋ชจ๋ธ + title: ๋ชจ๋ธ - sections: - local: internal/modeling_utils title: ์‚ฌ์šฉ์ž ์ •์˜ ๋ ˆ์ด์–ด ๋ฐ ์œ ํ‹ธ๋ฆฌํ‹ฐ + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Utilities for Model Debugging - local: internal/pipelines_utils title: ํŒŒ์ดํ”„๋ผ์ธ์„ ์œ„ํ•œ ์œ ํ‹ธ๋ฆฌํ‹ฐ - local: internal/tokenization_utils @@ -792,7 +1144,13 @@ title: ์˜ค๋””์˜ค ์ฒ˜๋ฆฌ๋ฅผ ์œ„ํ•œ ์œ ํ‹ธ๋ฆฌํ‹ฐ - local: internal/file_utils title: ์ผ๋ฐ˜ ์œ ํ‹ธ๋ฆฌํ‹ฐ + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘) Importing Utilities - local: internal/time_series_utils title: ์‹œ๊ณ„์—ด์„ ์œ„ํ•œ ์œ ํ‹ธ๋ฆฌํ‹ฐ - title: (๋ฒˆ์—ญ์ค‘) Internal Helpers - title: (๋ฒˆ์—ญ์ค‘) API + title: ๋‚ด๋ถ€ ํ—ฌํผ(Internal helpers) + - sections: + - local: in_translation + title: (๋ฒˆ์—ญ์ค‘)Environment Variables + title: Reference + title: API diff --git a/docs/source/ko/main_classes/executorch.md b/docs/source/ko/executorch.md similarity index 100% rename from docs/source/ko/main_classes/executorch.md rename to docs/source/ko/executorch.md