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Functions for PEFT integration
A collection of functions that could be useful for non-PeftModel models, e.g. transformers or diffusers integration
The functions provided here can be considered "public API" of PEFT and hence are safe to be used by packages that provide PEFT integrations.
Cast the adapter weight dtypes
autodoc functional.cast_adapter_dtype - all
Delete the PEFT adapter from model
autodoc functional.delete_adapter - all
Get the state dict of the PEFT adapter
autodoc functional.get_peft_model_state_dict - all
Inject a PEFT adapter into the model based on a PEFT config
autodoc functional.inject_adapter_in_model - all
Set the active PEFT adapter(s) of the model
autodoc functional.set_adapter - all
Set the requires_grad attribute of the specified adapters
autodoc functional.set_requires_grad - all
Load the weights of the PEFT state dict into the model
autodoc functional.set_peft_model_state_dict - all