Struct PrefixTuningConfig 

pub struct PrefixTuningConfig {
    pub num_prefix_tokens: usize,
    pub prefix_dim: usize,
    pub num_heads: usize,
    pub num_layers: usize,
    pub use_reparameterization: bool,
}

Configuration for prefix tuning.

Fields

num_prefix_tokens: usize

Number of prefix tokens to prepend.

prefix_dim: usize

Hidden dimension of prefix vectors.

num_heads: usize

Number of attention heads.

num_layers: usize

Number of layers to apply prefix to.

use_reparameterization: bool

Whether to use a reparameterization MLP.

Trait Implementations

impl AdapterConfig for PrefixTuningConfig

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

Validate the configuration parameters.

impl Clone for PrefixTuningConfig

fn clone(&self) -> PrefixTuningConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for PrefixTuningConfig

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

Formats the value using the given formatter.

impl Default for PrefixTuningConfig

fn default() -> PrefixTuningConfig

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for PrefixTuningConfig

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for PrefixTuningConfig

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.