mirror of
https://github.com/huggingface/transformers.git
synced 2025-07-31 02:02:21 +06:00
c770600fde
* tvp model for video grounding add tokenizer auto fix param in TVPProcessor add docs clear comments and enable different torch dtype add image processor test and model test and fix code style * fix conflict * fix model doc * fix image processing tests * fix tvp tests * remove torch in processor * fix grammar error * add more details on tvp.md * fix model arch for loss, grammar, and processor * add docstring and do not regard TvpTransformer, TvpVisionModel as individual model * use pad_image * update copyright * control first downsample stride * reduce first only works for ResNetBottleNeckLayer * fix param name * fix style * add testing * fix style * rm init_weight * fix style * add post init * fix comments * do not test TvpTransformer * fix warning * fix style * fix example * fix config map * add link in config * fix comments * fix style * rm useless param * change attention * change test * add notes * fix comments * fix tvp * import checkpointing * fix gradient checkpointing * Use a more accurate example in readme * update * fix copy * fix style * update readme * delete print * remove tvp test_forward_signature * remove TvpTransformer * fix test init model * merge main and make style * fix tests and others * fix image processor * fix style and model_input_names * fix tests
782 lines
23 KiB
YAML
782 lines
23 KiB
YAML
- sections:
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- local: index
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title: 🤗 Transformers
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- local: quicktour
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title: Quick tour
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- local: installation
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title: Installation
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title: Get started
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- sections:
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- local: pipeline_tutorial
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title: Run inference with pipelines
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- local: autoclass_tutorial
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title: Write portable code with AutoClass
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- local: preprocessing
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title: Preprocess data
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- local: training
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title: Fine-tune a pretrained model
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- local: run_scripts
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title: Train with a script
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- local: accelerate
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title: Set up distributed training with 🤗 Accelerate
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- local: peft
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title: Load and train adapters with 🤗 PEFT
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- local: model_sharing
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title: Share your model
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- local: transformers_agents
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title: Agents
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- local: llm_tutorial
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title: Generation with LLMs
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title: Tutorials
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- sections:
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- isExpanded: false
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sections:
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- local: tasks/sequence_classification
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title: Text classification
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- local: tasks/token_classification
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title: Token classification
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- local: tasks/question_answering
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title: Question answering
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- local: tasks/language_modeling
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title: Causal language modeling
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- local: tasks/masked_language_modeling
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title: Masked language modeling
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- local: tasks/translation
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title: Translation
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- local: tasks/summarization
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title: Summarization
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- local: tasks/multiple_choice
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title: Multiple choice
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title: Natural Language Processing
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- isExpanded: false
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sections:
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- local: tasks/audio_classification
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title: Audio classification
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- local: tasks/asr
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title: Automatic speech recognition
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title: Audio
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- isExpanded: false
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sections:
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- local: tasks/image_classification
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title: Image classification
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- local: tasks/semantic_segmentation
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title: Semantic segmentation
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- local: tasks/video_classification
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title: Video classification
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- local: tasks/object_detection
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title: Object detection
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- local: tasks/zero_shot_object_detection
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title: Zero-shot object detection
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- local: tasks/zero_shot_image_classification
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title: Zero-shot image classification
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- local: tasks/monocular_depth_estimation
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title: Depth estimation
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- local: tasks/image_to_image
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title: Image-to-Image
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- local: tasks/knowledge_distillation_for_image_classification
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title: Knowledge Distillation for Computer Vision
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title: Computer Vision
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- isExpanded: false
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sections:
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- local: tasks/image_captioning
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title: Image captioning
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- local: tasks/document_question_answering
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title: Document Question Answering
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- local: tasks/visual_question_answering
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title: Visual Question Answering
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- local: tasks/text-to-speech
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title: Text to speech
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title: Multimodal
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- isExpanded: false
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sections:
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- local: generation_strategies
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title: Customize the generation strategy
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title: Generation
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- isExpanded: false
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sections:
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- local: tasks/idefics
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title: Image tasks with IDEFICS
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- local: tasks/prompting
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title: LLM prompting guide
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title: Prompting
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title: Task Guides
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- sections:
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- local: fast_tokenizers
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title: Use fast tokenizers from 🤗 Tokenizers
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- local: multilingual
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title: Run inference with multilingual models
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- local: create_a_model
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title: Use model-specific APIs
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- local: custom_models
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title: Share a custom model
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- local: chat_templating
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title: Templates for chat models
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- local: sagemaker
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title: Run training on Amazon SageMaker
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- local: serialization
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title: Export to ONNX
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- local: tflite
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title: Export to TFLite
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- local: torchscript
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title: Export to TorchScript
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- local: benchmarks
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title: Benchmarks
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- local: notebooks
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title: Notebooks with examples
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- local: community
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title: Community resources
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- local: custom_tools
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title: Custom Tools and Prompts
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- local: troubleshooting
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title: Troubleshoot
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title: Developer guides
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- sections:
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- local: performance
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title: Overview
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- sections:
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- local: perf_train_gpu_one
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title: Methods and tools for efficient training on a single GPU
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- local: perf_train_gpu_many
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title: Multiple GPUs and parallelism
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- local: perf_train_cpu
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title: Efficient training on CPU
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- local: perf_train_cpu_many
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title: Distributed CPU training
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- local: perf_train_tpu
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title: Training on TPUs
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- local: perf_train_tpu_tf
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title: Training on TPU with TensorFlow
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- local: perf_train_special
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title: Training on Specialized Hardware
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- local: perf_hardware
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title: Custom hardware for training
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- local: hpo_train
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title: Hyperparameter Search using Trainer API
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title: Efficient training techniques
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- sections:
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- local: perf_infer_cpu
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title: CPU inference
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- local: perf_infer_gpu_one
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title: GPU inference
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title: Optimizing inference
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- local: big_models
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title: Instantiating a big model
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- local: debugging
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title: Troubleshooting
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- local: tf_xla
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title: XLA Integration for TensorFlow Models
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- local: perf_torch_compile
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title: Optimize inference using `torch.compile()`
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title: Performance and scalability
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- sections:
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- local: contributing
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title: How to contribute to transformers?
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- local: add_new_model
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title: How to add a model to 🤗 Transformers?
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- local: add_tensorflow_model
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title: How to convert a 🤗 Transformers model to TensorFlow?
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- local: add_new_pipeline
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title: How to add a pipeline to 🤗 Transformers?
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- local: testing
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title: Testing
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- local: pr_checks
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title: Checks on a Pull Request
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title: Contribute
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- sections:
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- local: philosophy
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title: Philosophy
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- local: glossary
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title: Glossary
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- local: task_summary
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title: What 🤗 Transformers can do
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- local: tasks_explained
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title: How 🤗 Transformers solve tasks
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- local: model_summary
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title: The Transformer model family
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- local: tokenizer_summary
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title: Summary of the tokenizers
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- local: attention
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title: Attention mechanisms
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- local: pad_truncation
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title: Padding and truncation
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- local: bertology
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title: BERTology
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- local: perplexity
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title: Perplexity of fixed-length models
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- local: pipeline_webserver
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title: Pipelines for webserver inference
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- local: model_memory_anatomy
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title: Model training anatomy
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- local: llm_tutorial_optimization
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title: Getting the most out of LLMs
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title: Conceptual guides
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- sections:
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- sections:
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- local: main_classes/agent
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title: Agents and Tools
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- local: model_doc/auto
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title: Auto Classes
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- local: main_classes/callback
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title: Callbacks
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- local: main_classes/configuration
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title: Configuration
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- local: main_classes/data_collator
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title: Data Collator
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- local: main_classes/keras_callbacks
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title: Keras callbacks
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- local: main_classes/logging
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title: Logging
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- local: main_classes/model
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title: Models
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- local: main_classes/text_generation
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title: Text Generation
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- local: main_classes/onnx
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title: ONNX
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- local: main_classes/optimizer_schedules
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title: Optimization
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- local: main_classes/output
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title: Model outputs
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- local: main_classes/pipelines
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title: Pipelines
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- local: main_classes/processors
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title: Processors
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- local: main_classes/quantization
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title: Quantization
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- local: main_classes/tokenizer
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title: Tokenizer
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- local: main_classes/trainer
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title: Trainer
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- local: main_classes/deepspeed
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title: DeepSpeed Integration
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- local: main_classes/feature_extractor
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title: Feature Extractor
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- local: main_classes/image_processor
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title: Image Processor
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title: Main Classes
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- sections:
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- isExpanded: false
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sections:
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- local: model_doc/albert
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title: ALBERT
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- local: model_doc/bart
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title: BART
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- local: model_doc/barthez
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title: BARThez
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- local: model_doc/bartpho
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title: BARTpho
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- local: model_doc/bert
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title: BERT
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- local: model_doc/bert-generation
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title: BertGeneration
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- local: model_doc/bert-japanese
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title: BertJapanese
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- local: model_doc/bertweet
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title: Bertweet
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- local: model_doc/big_bird
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title: BigBird
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- local: model_doc/bigbird_pegasus
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title: BigBirdPegasus
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- local: model_doc/biogpt
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title: BioGpt
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- local: model_doc/blenderbot
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title: Blenderbot
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- local: model_doc/blenderbot-small
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title: Blenderbot Small
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- local: model_doc/bloom
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title: BLOOM
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- local: model_doc/bort
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title: BORT
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- local: model_doc/byt5
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title: ByT5
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- local: model_doc/camembert
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title: CamemBERT
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- local: model_doc/canine
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title: CANINE
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- local: model_doc/codegen
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title: CodeGen
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- local: model_doc/code_llama
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title: CodeLlama
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- local: model_doc/convbert
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title: ConvBERT
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- local: model_doc/cpm
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title: CPM
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- local: model_doc/cpmant
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title: CPMANT
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- local: model_doc/ctrl
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title: CTRL
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- local: model_doc/deberta
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title: DeBERTa
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- local: model_doc/deberta-v2
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title: DeBERTa-v2
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- local: model_doc/dialogpt
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title: DialoGPT
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- local: model_doc/distilbert
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title: DistilBERT
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- local: model_doc/dpr
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title: DPR
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- local: model_doc/electra
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title: ELECTRA
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- local: model_doc/encoder-decoder
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title: Encoder Decoder Models
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- local: model_doc/ernie
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title: ERNIE
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- local: model_doc/ernie_m
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title: ErnieM
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- local: model_doc/esm
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title: ESM
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- local: model_doc/falcon
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title: Falcon
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- local: model_doc/flan-t5
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title: FLAN-T5
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- local: model_doc/flan-ul2
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title: FLAN-UL2
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- local: model_doc/flaubert
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title: FlauBERT
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- local: model_doc/fnet
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title: FNet
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- local: model_doc/fsmt
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title: FSMT
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- local: model_doc/funnel
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title: Funnel Transformer
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- local: model_doc/fuyu
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title: Fuyu
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- local: model_doc/openai-gpt
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title: GPT
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- local: model_doc/gpt_neo
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title: GPT Neo
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- local: model_doc/gpt_neox
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title: GPT NeoX
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- local: model_doc/gpt_neox_japanese
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title: GPT NeoX Japanese
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- local: model_doc/gptj
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title: GPT-J
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- local: model_doc/gpt2
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title: GPT2
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- local: model_doc/gpt_bigcode
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title: GPTBigCode
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- local: model_doc/gptsan-japanese
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title: GPTSAN Japanese
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- local: model_doc/gpt-sw3
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title: GPTSw3
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- local: model_doc/herbert
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title: HerBERT
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- local: model_doc/ibert
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title: I-BERT
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- local: model_doc/jukebox
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title: Jukebox
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- local: model_doc/led
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title: LED
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- local: model_doc/llama
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title: LLaMA
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- local: model_doc/llama2
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title: Llama2
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- local: model_doc/longformer
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title: Longformer
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- local: model_doc/longt5
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title: LongT5
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- local: model_doc/luke
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title: LUKE
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- local: model_doc/m2m_100
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title: M2M100
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- local: model_doc/marian
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title: MarianMT
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- local: model_doc/markuplm
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title: MarkupLM
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- local: model_doc/mbart
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title: MBart and MBart-50
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- local: model_doc/mega
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title: MEGA
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- local: model_doc/megatron-bert
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title: MegatronBERT
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- local: model_doc/megatron_gpt2
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title: MegatronGPT2
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- local: model_doc/mistral
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title: Mistral
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- local: model_doc/mluke
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title: mLUKE
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- local: model_doc/mobilebert
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title: MobileBERT
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- local: model_doc/mpnet
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title: MPNet
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- local: model_doc/mpt
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title: MPT
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- local: model_doc/mra
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title: MRA
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- local: model_doc/mt5
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title: MT5
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- local: model_doc/mvp
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title: MVP
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- local: model_doc/nezha
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title: NEZHA
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- local: model_doc/nllb
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title: NLLB
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- local: model_doc/nllb-moe
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title: NLLB-MoE
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- local: model_doc/nystromformer
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title: Nyströmformer
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- local: model_doc/open-llama
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title: Open-Llama
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- local: model_doc/opt
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title: OPT
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- local: model_doc/pegasus
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title: Pegasus
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- local: model_doc/pegasus_x
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title: PEGASUS-X
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- local: model_doc/persimmon
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title: Persimmon
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- local: model_doc/phi
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title: Phi
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- local: model_doc/phobert
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title: PhoBERT
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- local: model_doc/plbart
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title: PLBart
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- local: model_doc/prophetnet
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title: ProphetNet
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- local: model_doc/qdqbert
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title: QDQBert
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- local: model_doc/rag
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title: RAG
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- local: model_doc/realm
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title: REALM
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- local: model_doc/reformer
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title: Reformer
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- local: model_doc/rembert
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title: RemBERT
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- local: model_doc/retribert
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title: RetriBERT
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- local: model_doc/roberta
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title: RoBERTa
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- local: model_doc/roberta-prelayernorm
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title: RoBERTa-PreLayerNorm
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- local: model_doc/roc_bert
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title: RoCBert
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- local: model_doc/roformer
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title: RoFormer
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- local: model_doc/rwkv
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title: RWKV
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- local: model_doc/splinter
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title: Splinter
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- local: model_doc/squeezebert
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title: SqueezeBERT
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- local: model_doc/switch_transformers
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title: SwitchTransformers
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- local: model_doc/t5
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title: T5
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- local: model_doc/t5v1.1
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title: T5v1.1
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- local: model_doc/tapex
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title: TAPEX
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- local: model_doc/transfo-xl
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title: Transformer XL
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- local: model_doc/ul2
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title: UL2
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- local: model_doc/umt5
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title: UMT5
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- local: model_doc/xmod
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title: X-MOD
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- local: model_doc/xglm
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title: XGLM
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- local: model_doc/xlm
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title: XLM
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- local: model_doc/xlm-prophetnet
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title: XLM-ProphetNet
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- local: model_doc/xlm-roberta
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title: XLM-RoBERTa
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- local: model_doc/xlm-roberta-xl
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title: XLM-RoBERTa-XL
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- local: model_doc/xlm-v
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title: XLM-V
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- local: model_doc/xlnet
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title: XLNet
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- local: model_doc/yoso
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title: YOSO
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title: Text models
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- isExpanded: false
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sections:
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- local: model_doc/beit
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title: BEiT
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- local: model_doc/bit
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title: BiT
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- local: model_doc/conditional_detr
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title: Conditional DETR
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- local: model_doc/convnext
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title: ConvNeXT
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- local: model_doc/convnextv2
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title: ConvNeXTV2
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- local: model_doc/cvt
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title: CvT
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- local: model_doc/deformable_detr
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title: Deformable DETR
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- local: model_doc/deit
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title: DeiT
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- local: model_doc/deta
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title: DETA
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- local: model_doc/detr
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title: DETR
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- local: model_doc/dinat
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title: DiNAT
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- local: model_doc/dinov2
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title: DINOV2
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- local: model_doc/dit
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title: DiT
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- local: model_doc/dpt
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title: DPT
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- local: model_doc/efficientformer
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title: EfficientFormer
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- local: model_doc/efficientnet
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title: EfficientNet
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- local: model_doc/focalnet
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title: FocalNet
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- local: model_doc/glpn
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title: GLPN
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- local: model_doc/imagegpt
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title: ImageGPT
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- local: model_doc/levit
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title: LeViT
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- local: model_doc/mask2former
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title: Mask2Former
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- local: model_doc/maskformer
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title: MaskFormer
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- local: model_doc/mobilenet_v1
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title: MobileNetV1
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- local: model_doc/mobilenet_v2
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title: MobileNetV2
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- local: model_doc/mobilevit
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title: MobileViT
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- local: model_doc/mobilevitv2
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title: MobileViTV2
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- local: model_doc/nat
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title: NAT
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- local: model_doc/poolformer
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title: PoolFormer
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- local: model_doc/pvt
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title: Pyramid Vision Transformer (PVT)
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- local: model_doc/regnet
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title: RegNet
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- local: model_doc/resnet
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title: ResNet
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- local: model_doc/segformer
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title: SegFormer
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- local: model_doc/swiftformer
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title: SwiftFormer
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- local: model_doc/swin
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title: Swin Transformer
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- local: model_doc/swinv2
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title: Swin Transformer V2
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- local: model_doc/swin2sr
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title: Swin2SR
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- local: model_doc/table-transformer
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title: Table Transformer
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- local: model_doc/timesformer
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title: TimeSformer
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- local: model_doc/upernet
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title: UperNet
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- local: model_doc/van
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title: VAN
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- local: model_doc/videomae
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title: VideoMAE
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- local: model_doc/vit
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title: Vision Transformer (ViT)
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- local: model_doc/vit_hybrid
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title: ViT Hybrid
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- local: model_doc/vitdet
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title: ViTDet
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- local: model_doc/vit_mae
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title: ViTMAE
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- local: model_doc/vitmatte
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title: ViTMatte
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- local: model_doc/vit_msn
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title: ViTMSN
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- local: model_doc/vivit
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title: ViViT
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- local: model_doc/yolos
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title: YOLOS
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title: Vision models
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- isExpanded: false
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sections:
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- local: model_doc/audio-spectrogram-transformer
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title: Audio Spectrogram Transformer
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- local: model_doc/bark
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title: Bark
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- local: model_doc/clap
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title: CLAP
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- local: model_doc/encodec
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title: EnCodec
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- local: model_doc/hubert
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title: Hubert
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- local: model_doc/mctct
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title: MCTCT
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- local: model_doc/mms
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title: MMS
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- local: model_doc/musicgen
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title: MusicGen
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- local: model_doc/pop2piano
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title: Pop2Piano
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- local: model_doc/seamless_m4t
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title: Seamless-M4T
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- local: model_doc/sew
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title: SEW
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- local: model_doc/sew-d
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title: SEW-D
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- local: model_doc/speech_to_text
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title: Speech2Text
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- local: model_doc/speech_to_text_2
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|
title: Speech2Text2
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- local: model_doc/speecht5
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|
title: SpeechT5
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- local: model_doc/unispeech
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title: UniSpeech
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- local: model_doc/unispeech-sat
|
|
title: UniSpeech-SAT
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- local: model_doc/vits
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|
title: VITS
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- local: model_doc/wav2vec2
|
|
title: Wav2Vec2
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|
- local: model_doc/wav2vec2-conformer
|
|
title: Wav2Vec2-Conformer
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- local: model_doc/wav2vec2_phoneme
|
|
title: Wav2Vec2Phoneme
|
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- local: model_doc/wavlm
|
|
title: WavLM
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- local: model_doc/whisper
|
|
title: Whisper
|
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- local: model_doc/xls_r
|
|
title: XLS-R
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- local: model_doc/xlsr_wav2vec2
|
|
title: XLSR-Wav2Vec2
|
|
title: Audio models
|
|
- isExpanded: false
|
|
sections:
|
|
- local: model_doc/align
|
|
title: ALIGN
|
|
- local: model_doc/altclip
|
|
title: AltCLIP
|
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- 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
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|
- 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/groupvit
|
|
title: GroupViT
|
|
- local: model_doc/idefics
|
|
title: IDEFICS
|
|
- 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/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/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/vilt
|
|
title: ViLT
|
|
- 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/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
|