get_adapter_params

torchtune.modules.peft.get_adapter_params(model: Module) → dict[str, torch.nn.parameter.Parameter]

Return the subset of parameters from a model that correspond to an adapter. Assumes that any adapter class has defined the adapter_params() method.

Parameters:

model (nn.Module) – Instance of model class containing some adapter params.

Returns:

the subset of model’s state dict containing only adapter parameters.

Return type:

dict[str, nn.Parameter]