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| - sections: | |
| - local: index | |
| title: 🤗 Transformers | |
| - local: quicktour | |
| title: Quick tour | |
| - local: installation | |
| title: Installation | |
| title: Get started | |
| - sections: | |
| - local: pipeline_tutorial | |
| title: Run inference with pipelines | |
| - local: autoclass_tutorial | |
| title: Write portable code with AutoClass | |
| - local: preprocessing | |
| title: Preprocess data | |
| - local: training | |
| title: Fine-tune a pretrained model | |
| - local: run_scripts | |
| title: Train with a script | |
| - local: accelerate | |
| title: Set up distributed training with 🤗 Accelerate | |
| - local: peft | |
| title: Load and train adapters with 🤗 PEFT | |
| - local: model_sharing | |
| title: Share your model | |
| - local: transformers_agents | |
| title: Agents | |
| - local: llm_tutorial | |
| title: Generation with LLMs | |
| title: Tutorials | |
| - sections: | |
| - isExpanded: false | |
| sections: | |
| - local: tasks/sequence_classification | |
| title: Text classification | |
| - local: tasks/token_classification | |
| title: Token classification | |
| - local: tasks/question_answering | |
| title: Question answering | |
| - local: tasks/language_modeling | |
| title: Causal language modeling | |
| - local: tasks/masked_language_modeling | |
| title: Masked language modeling | |
| - local: tasks/translation | |
| title: Translation | |
| - local: tasks/summarization | |
| title: Summarization | |
| - local: tasks/multiple_choice | |
| title: Multiple choice | |
| title: Natural Language Processing | |
| - isExpanded: false | |
| sections: | |
| - local: tasks/audio_classification | |
| title: Audio classification | |
| - local: tasks/asr | |
| title: Automatic speech recognition | |
| title: Audio | |
| - isExpanded: false | |
| sections: | |
| - local: tasks/image_classification | |
| title: Image classification | |
| - local: tasks/semantic_segmentation | |
| title: Image segmentation | |
| - local: tasks/video_classification | |
| title: Video classification | |
| - local: tasks/object_detection | |
| title: Object detection | |
| - local: tasks/zero_shot_object_detection | |
| title: Zero-shot object detection | |
| - local: tasks/zero_shot_image_classification | |
| title: Zero-shot image classification | |
| - local: tasks/monocular_depth_estimation | |
| title: Depth estimation | |
| - local: tasks/image_to_image | |
| title: Image-to-Image | |
| - local: tasks/image_feature_extraction | |
| title: Image Feature Extraction | |
| - local: tasks/mask_generation | |
| title: Mask Generation | |
| - local: tasks/knowledge_distillation_for_image_classification | |
| title: Knowledge Distillation for Computer Vision | |
| title: Computer Vision | |
| - isExpanded: false | |
| sections: | |
| - local: tasks/image_captioning | |
| title: Image captioning | |
| - local: tasks/document_question_answering | |
| title: Document Question Answering | |
| - local: tasks/visual_question_answering | |
| title: Visual Question Answering | |
| - local: tasks/text-to-speech | |
| title: Text to speech | |
| title: Multimodal | |
| - isExpanded: false | |
| sections: | |
| - local: generation_strategies | |
| title: Customize the generation strategy | |
| title: Generation | |
| - isExpanded: false | |
| sections: | |
| - local: tasks/idefics | |
| title: Image tasks with IDEFICS | |
| - local: tasks/prompting | |
| title: LLM prompting guide | |
| title: Prompting | |
| title: Task Guides | |
| - sections: | |
| - local: fast_tokenizers | |
| title: Use fast tokenizers from 🤗 Tokenizers | |
| - local: multilingual | |
| title: Run inference with multilingual models | |
| - local: create_a_model | |
| title: Use model-specific APIs | |
| - local: custom_models | |
| title: Share a custom model | |
| - local: chat_templating | |
| title: Templates for chat models | |
| - local: trainer | |
| title: Trainer | |
| - local: sagemaker | |
| title: Run training on Amazon SageMaker | |
| - local: serialization | |
| title: Export to ONNX | |
| - local: tflite | |
| title: Export to TFLite | |
| - local: torchscript | |
| title: Export to TorchScript | |
| - local: benchmarks | |
| title: Benchmarks | |
| - local: notebooks | |
| title: Notebooks with examples | |
| - local: community | |
| title: Community resources | |
| - local: custom_tools | |
| title: Custom Tools and Prompts | |
| - local: troubleshooting | |
| title: Troubleshoot | |
| - local: hf_quantizer | |
| title: Contribute new quantization method | |
| title: Developer guides | |
| - sections: | |
| - local: performance | |
| title: Overview | |
| - local: llm_optims | |
| title: LLM inference optimization | |
| - local: quantization | |
| title: Quantization | |
| - sections: | |
| - local: perf_train_gpu_one | |
| title: Methods and tools for efficient training on a single GPU | |
| - local: perf_train_gpu_many | |
| title: Multiple GPUs and parallelism | |
| - local: fsdp | |
| title: Fully Sharded Data Parallel | |
| - local: deepspeed | |
| title: DeepSpeed | |
| - local: perf_train_cpu | |
| title: Efficient training on CPU | |
| - local: perf_train_cpu_many | |
| title: Distributed CPU training | |
| - local: perf_train_tpu_tf | |
| title: Training on TPU with TensorFlow | |
| - local: perf_train_special | |
| title: PyTorch training on Apple silicon | |
| - local: perf_hardware | |
| title: Custom hardware for training | |
| - local: hpo_train | |
| title: Hyperparameter Search using Trainer API | |
| title: Efficient training techniques | |
| - sections: | |
| - local: perf_infer_cpu | |
| title: CPU inference | |
| - local: perf_infer_gpu_one | |
| title: GPU inference | |
| title: Optimizing inference | |
| - local: big_models | |
| title: Instantiate a big model | |
| - local: debugging | |
| title: Debugging | |
| - local: tf_xla | |
| title: XLA Integration for TensorFlow Models | |
| - local: perf_torch_compile | |
| title: Optimize inference using `torch.compile()` | |
| title: Performance and scalability | |
| - sections: | |
| - local: contributing | |
| title: How to contribute to 🤗 Transformers? | |
| - local: add_new_model | |
| title: How to add a model to 🤗 Transformers? | |
| - local: add_new_pipeline | |
| title: How to add a pipeline to 🤗 Transformers? | |
| - local: testing | |
| title: Testing | |
| - local: pr_checks | |
| title: Checks on a Pull Request | |
| title: Contribute | |
| - sections: | |
| - local: philosophy | |
| title: Philosophy | |
| - local: glossary | |
| title: Glossary | |
| - local: task_summary | |
| title: What 🤗 Transformers can do | |
| - local: tasks_explained | |
| title: How 🤗 Transformers solve tasks | |
| - local: model_summary | |
| title: The Transformer model family | |
| - local: tokenizer_summary | |
| title: Summary of the tokenizers | |
| - local: attention | |
| title: Attention mechanisms | |
| - local: pad_truncation | |
| title: Padding and truncation | |
| - local: bertology | |
| title: BERTology | |
| - local: perplexity | |
| title: Perplexity of fixed-length models | |
| - local: pipeline_webserver | |
| title: Pipelines for webserver inference | |
| - local: model_memory_anatomy | |
| title: Model training anatomy | |
| - local: llm_tutorial_optimization | |
| title: Getting the most out of LLMs | |
| title: Conceptual guides | |
| - sections: | |
| - sections: | |
| - local: main_classes/agent | |
| title: Agents and Tools | |
| - local: model_doc/auto | |
| title: Auto Classes | |
| - local: main_classes/backbones | |
| title: Backbones | |
| - local: main_classes/callback | |
| title: Callbacks | |
| - local: main_classes/configuration | |
| title: Configuration | |
| - local: main_classes/data_collator | |
| title: Data Collator | |
| - local: main_classes/keras_callbacks | |
| title: Keras callbacks | |
| - local: main_classes/logging | |
| title: Logging | |
| - local: main_classes/model | |
| title: Models | |
| - local: main_classes/text_generation | |
| title: Text Generation | |
| - local: main_classes/onnx | |
| title: ONNX | |
| - local: main_classes/optimizer_schedules | |
| title: Optimization | |
| - local: main_classes/output | |
| title: Model outputs | |
| - local: main_classes/pipelines | |
| title: Pipelines | |
| - local: main_classes/processors | |
| title: Processors | |
| - local: main_classes/quantization | |
| title: Quantization | |
| - local: main_classes/tokenizer | |
| title: Tokenizer | |
| - local: main_classes/trainer | |
| title: Trainer | |
| - local: main_classes/deepspeed | |
| title: DeepSpeed | |
| - local: main_classes/feature_extractor | |
| title: Feature Extractor | |
| - local: main_classes/image_processor | |
| title: Image Processor | |
| title: Main Classes | |
| - sections: | |
| - isExpanded: false | |
| sections: | |
| - local: model_doc/albert | |
| title: 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: model_doc/bert-generation | |
| title: BertGeneration | |
| - local: model_doc/bert-japanese | |
| title: BertJapanese | |
| - local: model_doc/bertweet | |
| title: Bertweet | |
| - local: model_doc/big_bird | |
| title: BigBird | |
| - local: model_doc/bigbird_pegasus | |
| title: BigBirdPegasus | |
| - local: model_doc/biogpt | |
| title: BioGpt | |
| - 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/convbert | |
| title: ConvBERT | |
| - 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: model_doc/dialogpt | |
| title: DialoGPT | |
| - local: model_doc/distilbert | |
| title: DistilBERT | |
| - local: model_doc/dpr | |
| title: DPR | |
| - local: model_doc/electra | |
| title: ELECTRA | |
| - local: model_doc/encoder-decoder | |
| title: Encoder Decoder Models | |
| - local: model_doc/ernie | |
| title: ERNIE | |
| - local: model_doc/ernie_m | |
| title: ErnieM | |
| - local: model_doc/esm | |
| title: ESM | |
| - local: model_doc/falcon | |
| title: Falcon | |
| - local: model_doc/fastspeech2_conformer | |
| title: FastSpeech2Conformer | |
| - 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/openai-gpt | |
| title: GPT | |
| - 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: 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/herbert | |
| title: HerBERT | |
| - local: model_doc/ibert | |
| title: I-BERT | |
| - local: model_doc/jamba | |
| title: Jamba | |
| - local: model_doc/jukebox | |
| title: Jukebox | |
| - local: model_doc/led | |
| title: LED | |
| - local: model_doc/llama | |
| title: LLaMA | |
| - local: model_doc/llama2 | |
| title: Llama2 | |
| - local: model_doc/llama3 | |
| 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/marian | |
| title: MarianMT | |
| - 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/mistral | |
| title: Mistral | |
| - local: model_doc/mixtral | |
| title: Mixtral | |
| - local: model_doc/mluke | |
| title: mLUKE | |
| - local: model_doc/mobilebert | |
| title: MobileBERT | |
| - 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/nezha | |
| title: NEZHA | |
| - local: model_doc/nllb | |
| title: NLLB | |
| - local: model_doc/nllb-moe | |
| title: NLLB-MoE | |
| - local: model_doc/nystromformer | |
| title: Nyströmformer | |
| - local: model_doc/olmo | |
| title: OLMo | |
| - 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/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/rag | |
| 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: 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/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 | |
| title: Text models | |
| - isExpanded: false | |
| sections: | |
| - 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/deformable_detr | |
| title: Deformable DETR | |
| - local: model_doc/deit | |
| title: DeiT | |
| - local: model_doc/depth_anything | |
| title: Depth Anything | |
| - 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/dit | |
| title: DiT | |
| - local: model_doc/dpt | |
| title: DPT | |
| - local: model_doc/efficientformer | |
| title: EfficientFormer | |
| - local: model_doc/efficientnet | |
| title: EfficientNet | |
| - local: model_doc/focalnet | |
| title: FocalNet | |
| - local: model_doc/glpn | |
| title: GLPN | |
| - local: model_doc/imagegpt | |
| title: ImageGPT | |
| - local: model_doc/levit | |
| title: LeViT | |
| - local: model_doc/mask2former | |
| title: Mask2Former | |
| - local: model_doc/maskformer | |
| title: MaskFormer | |
| - 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/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/segformer | |
| title: SegFormer | |
| - local: model_doc/seggpt | |
| title: SegGpt | |
| - 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: model_doc/table-transformer | |
| title: Table Transformer | |
| - local: model_doc/upernet | |
| title: UperNet | |
| - local: model_doc/van | |
| title: VAN | |
| - local: model_doc/vit | |
| 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/yolos | |
| title: YOLOS | |
| title: Vision models | |
| - isExpanded: false | |
| 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/encodec | |
| title: EnCodec | |
| - local: model_doc/hubert | |
| title: Hubert | |
| - local: model_doc/mctct | |
| title: MCTCT | |
| - local: model_doc/mms | |
| title: MMS | |
| - 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: model_doc/xls_r | |
| title: XLS-R | |
| - local: model_doc/xlsr_wav2vec2 | |
| title: XLSR-Wav2Vec2 | |
| title: Audio models | |
| - isExpanded: false | |
| sections: | |
| - local: model_doc/timesformer | |
| title: TimeSformer | |
| - local: model_doc/videomae | |
| title: VideoMAE | |
| - local: model_doc/vivit | |
| title: ViViT | |
| title: Video models | |
| - isExpanded: false | |
| sections: | |
| - local: model_doc/align | |
| title: ALIGN | |
| - local: model_doc/altclip | |
| title: AltCLIP | |
| - local: model_doc/blip | |
| title: BLIP | |
| - local: model_doc/blip-2 | |
| title: BLIP-2 | |
| - local: model_doc/bridgetower | |
| title: BridgeTower | |
| - local: model_doc/bros | |
| title: BROS | |
| - local: model_doc/chinese_clip | |
| title: Chinese-CLIP | |
| - local: model_doc/clip | |
| title: CLIP | |
| - local: model_doc/clipseg | |
| title: CLIPSeg | |
| - local: model_doc/clvp | |
| title: CLVP | |
| - local: model_doc/data2vec | |
| title: Data2Vec | |
| - local: model_doc/deplot | |
| title: DePlot | |
| - local: model_doc/donut | |
| title: Donut | |
| - local: model_doc/flava | |
| title: FLAVA | |
| - local: model_doc/git | |
| title: GIT | |
| - 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/instructblip | |
| title: InstructBLIP | |
| - 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/llava | |
| title: Llava | |
| - local: model_doc/llava_next | |
| title: LLaVA-NeXT | |
| - local: model_doc/lxmert | |
| title: LXMERT | |
| - local: model_doc/matcha | |
| title: MatCha | |
| - local: model_doc/mgp-str | |
| title: MGP-STR | |
| - local: model_doc/nougat | |
| title: Nougat | |
| - local: model_doc/oneformer | |
| title: OneFormer | |
| - local: model_doc/owlvit | |
| title: OWL-ViT | |
| - local: model_doc/owlv2 | |
| title: OWLv2 | |
| - local: model_doc/perceiver | |
| title: Perceiver | |
| - local: model_doc/pix2struct | |
| title: Pix2Struct | |
| - local: model_doc/sam | |
| title: Segment Anything | |
| - local: model_doc/siglip | |
| title: SigLIP | |
| - 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/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/xclip | |
| title: X-CLIP | |
| title: Multimodal models | |
| - isExpanded: false | |
| sections: | |
| - local: model_doc/decision_transformer | |
| title: Decision Transformer | |
| - local: model_doc/trajectory_transformer | |
| title: Trajectory Transformer | |
| title: Reinforcement learning models | |
| - 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: Time Series Transformer | |
| title: Time series models | |
| - isExpanded: false | |
| sections: | |
| - local: model_doc/graphormer | |
| title: Graphormer | |
| title: Graph models | |
| title: Models | |
| - sections: | |
| - local: internal/modeling_utils | |
| title: Custom Layers and Utilities | |
| - local: internal/pipelines_utils | |
| title: Utilities for pipelines | |
| - local: internal/tokenization_utils | |
| title: Utilities for Tokenizers | |
| - local: internal/trainer_utils | |
| title: Utilities for Trainer | |
| - local: internal/generation_utils | |
| title: Utilities for Generation | |
| - local: internal/image_processing_utils | |
| title: Utilities for Image Processors | |
| - local: internal/audio_utils | |
| title: Utilities for Audio processing | |
| - local: internal/file_utils | |
| title: General Utilities | |
| - local: internal/time_series_utils | |
| title: Utilities for Time Series | |
| title: Internal Helpers | |
| title: API | |