- title: Get started sections: - local: index title: 🤗 PEFT - local: quicktour title: Quicktour - local: install title: Installation - title: Tutorial sections: - local: tutorial/peft_model_config title: Configurations and models - local: tutorial/peft_integrations title: Integrations - title: PEFT method guides sections: - local: task_guides/prompt_based_methods title: Prompt-based methods - local: task_guides/lora_based_methods title: LoRA methods - local: task_guides/ia3 title: IA3 - title: Developer guides sections: - local: developer_guides/model_merging title: Model merging - local: developer_guides/quantization title: Quantization - local: developer_guides/lora title: LoRA - local: developer_guides/custom_models title: Custom models - local: developer_guides/low_level_api title: Adapter injection - local: developer_guides/mixed_models title: Mixed adapter types - local: developer_guides/torch_compile title: torch.compile - local: developer_guides/contributing title: Contribute to PEFT - local: developer_guides/troubleshooting title: Troubleshooting - local: developer_guides/checkpoint title: PEFT checkpoint format - title: 🤗 Accelerate integrations sections: - local: accelerate/deepspeed title: DeepSpeed - local: accelerate/fsdp title: Fully Sharded Data Parallel - title: Conceptual guides sections: - local: conceptual_guides/adapter title: Adapters - local: conceptual_guides/prompting title: Soft prompts - local: conceptual_guides/ia3 title: IA3 - local: conceptual_guides/oft title: OFT/BOFT - sections: - sections: - local: package_reference/auto_class title: AutoPeftModel - local: package_reference/peft_model title: PEFT model - local: package_reference/peft_types title: PEFT types - local: package_reference/config title: Configuration - local: package_reference/tuners title: Tuner title: Main classes - sections: - local: package_reference/adalora title: AdaLoRA - local: package_reference/ia3 title: IA3 - local: package_reference/llama_adapter title: Llama-Adapter - local: package_reference/loha title: LoHa - local: package_reference/lokr title: LoKr - local: package_reference/lora title: LoRA - local: package_reference/xlora title: X-LoRA - local: package_reference/adapter_utils title: LyCORIS - local: package_reference/multitask_prompt_tuning title: Multitask Prompt Tuning - local: package_reference/oft title: OFT - local: package_reference/boft title: BOFT - local: package_reference/poly title: Polytropon - local: package_reference/p_tuning title: P-tuning - local: package_reference/prefix_tuning title: Prefix tuning - local: package_reference/prompt_tuning title: Prompt tuning - local: package_reference/layernorm_tuning title: Layernorm tuning - local: package_reference/vera title: VeRA - local: package_reference/fourierft title: FourierFT - local: package_reference/vblora title: VB-LoRA - local: package_reference/hra title: HRA - local: package_reference/cpt title: CPT - local: package_reference/bone title: Bone - local: package_reference/trainable_tokens title: Trainable Tokens - local: package_reference/randlora title: RandLora - local: package_reference/shira title: SHiRA - local: package_reference/c3a title: C3A - local: package_reference/miss title: MiSS - local: package_reference/road title: RoAd - local: package_reference/waveft title: WaveFT title: Adapters - sections: - local: package_reference/merge_utils title: Model merge - local: package_reference/helpers title: Helpers - local: package_reference/hotswap title: Hotswapping adapters - local: package_reference/functional title: Functions for PEFT integration title: Utilities title: API reference