Struct LoraAdapter 

pub struct LoraAdapter {
    pub layer_id: u32,
    pub matrix: String,
    pub rank: u32,
    pub in_dim: u32,
    pub out_dim: u32,
    pub a: Vec<f32>,
    pub b: Vec<f32>,
}

One LoRA adapter for one matrix in one layer.

Fields

layer_id: u32

Layer index.

matrix: String

Which matrix this adapter targets (e.g. "q_proj", "v_proj").

rank: u32

Adapter rank (= shared inner dim of A and B).

in_dim: u32

Input dimension (= columns of A, rows of the original matrix).

out_dim: u32

Output dimension (= rows of B, rows of the original matrix).

a: Vec<f32>

A matrix, shape [rank, in_dim], row-major.

b: Vec<f32>

B matrix, shape [out_dim, rank], row-major.

Implementations

impl LoraAdapter

pub fn validate(&self) -> Result<()>

Verify the declared dimensions match the supplied vectors. Cheap; always called by store_diff before sealing.

Trait Implementations

impl Clone for LoraAdapter

fn clone(&self) -> LoraAdapter

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for LoraAdapter

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for LoraAdapter

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for LoraAdapter

fn eq(&self, other: &LoraAdapter) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Serialize for LoraAdapter

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for LoraAdapter