Struct AdaLoraConfig 

pub struct AdaLoraConfig {
    pub target_r: usize,
    pub init_r: usize,
    pub alpha: usize,
    pub dropout: f64,
    pub target_modules: Vec<String>,
    pub tinit: usize,
    pub tfinal: usize,
    pub delta_t: usize,
    pub beta1: f64,
    pub beta2: f64,
    pub orth_reg_weight: f64,
    pub total_step: usize,
}

Configuration for AdaLoRA adapters.

Fields

target_r: usize

Target average rank after pruning.

init_r: usize

Initial rank for each incremental matrix (before pruning).

alpha: usize

Scaling factor (typically alpha / r).

dropout: f64

Dropout probability applied to outputs.

target_modules: Vec<String>

Target modules to apply AdaLoRA to.

tinit: usize

Steps of initial warmup (no rank reduction).

tfinal: usize

Steps of final fine-tuning (no rank reduction).

delta_t: usize

Time interval between budget allocations.

beta1: f64

Hyperparameter of EMA for sensitivity smoothing.

beta2: f64

Hyperparameter of EMA for uncertainty quantification.

orth_reg_weight: f64

Coefficient of orthogonal regularization.

total_step: usize

Total training steps (required for AdaLoRA).

Trait Implementations

impl AdapterConfig for AdaLoraConfig

fn validate(&self) -> Result<(), PeftError>

Validate the configuration parameters.

impl Clone for AdaLoraConfig

fn clone(&self) -> AdaLoraConfig

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for AdaLoraConfig

fn fmt(&self, f: &mut Formatter<'_>) -> Result<(), Error>

Formats the value using the given formatter.

impl Default for AdaLoraConfig

fn default() -> AdaLoraConfig

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for AdaLoraConfig

fn deserialize<__D>( __deserializer: __D, ) -> Result<AdaLoraConfig, <__D as Deserializer<'de>>::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for AdaLoraConfig

fn serialize<__S>( &self, __serializer: __S, ) -> Result<<__S as Serializer>::Ok, <__S as Serializer>::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.