| 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/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: 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: Instantiating 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? |