Struct HyperParameters 

pub struct HyperParameters {
    pub learning_rate: f32,
    pub batch_size: usize,
    pub max_epochs: usize,
    pub warmup_steps: usize,
    pub weight_decay: f32,
    pub gradient_clip_norm: f32,
    pub lora_rank: Option<u32>,
    pub lora_alpha: Option<f32>,
    pub lora_dropout: Option<f32>,
    pub target_modules: Vec<String>,
    pub adapter_size: Option<usize>,
    pub adapter_activation: Option<String>,
}

Hyperparameters for model training

Fields

learning_rate: f32

Learning rate

batch_size: usize

Batch size

max_epochs: usize

Maximum number of training epochs

warmup_steps: usize

Warmup steps for learning rate scheduling

weight_decay: f32

Weight decay for regularization

gradient_clip_norm: f32

Gradient clipping norm

lora_rank: Option<u32>

LoRA rank (for LoRA tuning)

lora_alpha: Option<f32>

LoRA alpha parameter

lora_dropout: Option<f32>

LoRA dropout rate

target_modules: Vec<String>

Target modules for LoRA

adapter_size: Option<usize>

Adapter size (for adapter tuning)

adapter_activation: Option<String>

Adapter activation function

Implementations

impl HyperParameters

pub fn new() -> Self

Create new hyperparameters

pub fn set_learning_rate(&mut self, lr: f32)

Set learning rate

pub fn set_batch_size(&mut self, size: usize)

Set batch size

pub fn set_epochs(&mut self, epochs: usize)

Set epochs

Trait Implementations

impl Clone for HyperParameters

fn clone(&self) -> HyperParameters

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for HyperParameters

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for HyperParameters

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for HyperParameters

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

where __S: Serializer,

Serialize this value into the given Serde serializer.