Enum DeltaMethod 

pub enum DeltaMethod {
    LoRA {
        rank: usize,
        alpha: f32,
    },
    QLoRA {
        rank: usize,
        alpha: f32,
        bits: u8,
    },
    FullDiff,
    Adapter,
    Prefix {
        num_tokens: usize,
    },
    Custom(String),
}

Fine-tuning delta method

Variants

LoRA

Low-Rank Adaptation

Fields

rank: usize

alpha: f32

QLoRA

Quantized LoRA

Fields

rank: usize

alpha: f32

bits: u8

FullDiff

Full fine-tuning diff

Adapter

Adapter layers

Prefix

Prefix tuning

Fields

num_tokens: usize

Custom(String)

Custom method

Trait Implementations

impl Clone for DeltaMethod

fn clone(&self) -> DeltaMethod

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for DeltaMethod

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for DeltaMethod

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for DeltaMethod

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

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 DeltaMethod