Enum AdapterMethod 

pub enum AdapterMethod {
    LoRA,
    QLoRA {
        bits: u8,
    },
    DoRA,
    QDoRA {
        bits: u8,
    },
}

Adapter method for parameter-efficient fine-tuning.

Variants

LoRA

Low-Rank Adaptation.

QLoRA

Quantized LoRA (4-bit or 8-bit base weights).

Fields

bits: u8

Quantization bit width.

DoRA

Weight-Decomposed Low-Rank Adaptation (direction + magnitude).

QDoRA

Quantized DoRA.

Fields

bits: u8

Quantization bit width.

Implementations

impl AdapterMethod

pub fn is_quantized(&self) -> bool

Whether this adapter method uses quantization.

pub fn quantization_bits(&self) -> Option<u8>

Return quantization bit width, if applicable.

Trait Implementations

impl Clone for AdapterMethod

fn clone(&self) -> AdapterMethod

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for AdapterMethod

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for AdapterMethod

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for AdapterMethod

fn eq(&self, other: &AdapterMethod) -> 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 AdapterMethod

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl Copy for AdapterMethod

impl Eq for AdapterMethod

impl StructuralPartialEq for AdapterMethod