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277 lines
8.1 KiB
YAML
277 lines
8.1 KiB
YAML
- title: Get started
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sections:
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- local: index
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title: 🤗 PEFT
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- local: quicktour
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title: Quicktour
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- local: install
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title: Installation
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- title: Guides
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sections:
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- local: guides/peft_model_config
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title: Configurations and models
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- local: guides/peft_integrations
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title: Integrations
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- sections:
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- local: accelerate/deepspeed
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title: DeepSpeed
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- local: accelerate/fsdp
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title: Fully Sharded Data Parallel
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title: Distributed Training
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- local: developer_guides/memory_efficient_training
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title: Memory Efficient Training
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- local: developer_guides/model_merging
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title: Model merging
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- local: developer_guides/quantization
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title: Quantization
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- local: developer_guides/custom_models
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title: Custom models
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- local: developer_guides/low_level_api
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title: Adapter injection
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- local: developer_guides/mixed_models
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title: Mixing PEFT methods
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- local: developer_guides/torch_compile
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title: torch.compile
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- local: developer_guides/contributing
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title: Contribute to PEFT
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- local: developer_guides/troubleshooting
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title: Troubleshooting
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- local: developer_guides/checkpoint
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title: PEFT checkpoint format
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- title: Methods
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sections:
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- local: methods/overview
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title: Overview
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- sections:
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- local: package_reference/cartridges
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title: Cartridges
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- local: package_reference/cpt
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title: CPT
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- local: package_reference/llama_adapter
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title: Llama-Adapter
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- local: package_reference/p_tuning
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title: P-Tuning
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- local: package_reference/prefix_tuning
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title: Prefix tuning
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- local: package_reference/prompt_tuning
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title: Prompt tuning
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title: Soft Prompting
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- sections:
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- local: package_reference/beft
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title: BEFT
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- local: package_reference/layernorm_tuning
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title: LayerNorm Tuning
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- local: package_reference/trainable_tokens
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title: Trainable Tokens
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title: Layer Tuning
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- sections:
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- local: package_reference/adalora
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title: AdaLoRA
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- local: package_reference/adamss
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title: AdaMSS
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- local: package_reference/boft
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title: BOFT
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- local: package_reference/c3a
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title: C3A
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- local: package_reference/deft
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title: DEFT
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- local: package_reference/delora
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title: DeLoRA
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- local: package_reference/fourierft
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title: FourierFT
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- local: package_reference/gralora
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title: GraLoRA
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- local: package_reference/hira
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title: HiRA
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- local: package_reference/hra
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title: HRA
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- local: package_reference/ia3
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title: IA3
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- local: package_reference/lily
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title: Lily
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- local: package_reference/loha
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title: LoHa
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- local: package_reference/lokr
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title: LoKr
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- sections:
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- local: package_reference/lora
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title: LoRA
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- local: package_reference/lora_variant_bdlora
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title: "Variant: BD-LoRA"
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- local: package_reference/lora_variant_dora
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title: "Variant: DoRA"
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- local: package_reference/lora_variant_monteclora
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title: "Variant: MonteCLoRA"
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- local: package_reference/lora_variant_velora
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title: "Variant: VeLoRA"
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title: LoRA
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- local: package_reference/miss
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title: MiSS
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- local: package_reference/oft
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title: OFT
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- local: package_reference/osf
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title: OSF
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- local: package_reference/peanut
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title: PEANuT
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- local: package_reference/poly
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title: Polytropon
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- local: package_reference/psoft
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title: PSOFT
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- local: package_reference/pvera
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title: PVeRA
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- local: package_reference/randlora
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title: RandLora
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- local: package_reference/road
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title: RoAd
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- local: package_reference/shira
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title: SHiRA
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- local: package_reference/tinylora
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title: TinyLoRA
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- local: package_reference/unilora
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title: UniLoRA
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- local: package_reference/vblora
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title: VB-LoRA
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- local: package_reference/vera
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title: VeRA
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- local: package_reference/waveft
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title: WaveFT
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- local: package_reference/xlora
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title: X-LoRA
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title: Adapters
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- isExpanded: false
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sections:
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- sections:
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- local: package_reference/auto_class
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title: AutoPeftModel
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- local: package_reference/peft_model
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title: PEFT model
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- local: package_reference/peft_types
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title: PEFT types
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- local: package_reference/config
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title: Configuration
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- local: package_reference/tuners
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title: Tuner
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title: Main classes
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- sections:
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- local: package_reference/adalora
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title: AdaLoRA
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- local: package_reference/adamss
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title: AdaMSS
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- local: package_reference/beft
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title: BEFT
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- local: package_reference/boft
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title: BOFT
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- local: package_reference/c3a
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title: C3A
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- local: package_reference/cartridges
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title: Cartridges
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- local: package_reference/cpt
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title: CPT
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- local: package_reference/deft
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title: DEFT
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- local: package_reference/delora
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title: DeLoRA
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- local: package_reference/fourierft
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title: FourierFT
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- local: package_reference/gralora
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title: GraLoRA
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- local: package_reference/hira
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title: HiRA
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- local: package_reference/hra
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title: HRA
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- local: package_reference/ia3
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title: IA3
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- local: package_reference/layernorm_tuning
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title: Layernorm tuning
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- local: package_reference/lily
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title: Lily
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- local: package_reference/llama_adapter
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title: Llama-Adapter
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- local: package_reference/loha
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title: LoHa
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- local: package_reference/lokr
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title: LoKr
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- local: package_reference/lora
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title: LoRA
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- local: package_reference/adapter_utils
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title: LyCORIS
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- local: package_reference/miss
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title: MiSS
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- local: package_reference/multitask_prompt_tuning
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title: Multitask Prompt Tuning
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- local: package_reference/oft
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title: OFT
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- local: package_reference/osf
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title: OSF
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- local: package_reference/p_tuning
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title: P-tuning
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- local: package_reference/peanut
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title: PEANuT
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- local: package_reference/poly
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title: Polytropon
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- local: package_reference/prefix_tuning
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title: Prefix tuning
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- local: package_reference/prompt_tuning
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title: Prompt tuning
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- local: package_reference/psoft
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title: PSOFT
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- local: package_reference/pvera
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title: PVeRA
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- local: package_reference/fourierft
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title: FourierFT
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- local: package_reference/frod
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title: FRoD
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- local: package_reference/glora
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title: GLoRA
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- local: package_reference/gralora
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title: GraLoRA
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- local: package_reference/vblora
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title: VB-LoRA
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- local: package_reference/hira
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title: HiRA
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- local: package_reference/hra
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title: HRA
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- local: package_reference/deft
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title: DEFT
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- local: package_reference/cpt
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title: CPT
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- local: package_reference/trainable_tokens
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title: Trainable Tokens
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- local: package_reference/randlora
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title: RandLora
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- local: package_reference/road
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title: RoAd
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- local: package_reference/shira
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title: SHiRA
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- local: package_reference/tinylora
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title: TinyLoRA
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- local: package_reference/unilora
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title: UniLoRA
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- local: package_reference/trainable_tokens
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title: Trainable Tokens
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- local: package_reference/vblora
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title: VB-LoRA
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- local: package_reference/vera
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title: VeRA
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- local: package_reference/waveft
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title: WaveFT
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- local: package_reference/xlora
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title: X-LoRA
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title: Tuners
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- sections:
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- local: package_reference/merge_utils
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title: Model merge
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- local: package_reference/helpers
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title: Helpers
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- local: package_reference/hotswap
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title: Hotswapping adapters
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- local: package_reference/functional
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title: Functions for PEFT integration
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- local: package_reference/lora_conversion
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title: Converting non-LoRA adapters to LoRA
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title: Utilities
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title: API reference
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