Struct SonaConfig 

pub struct SonaConfig {
    pub hidden_dim: usize,
    pub embedding_dim: usize,
    pub micro_lora_rank: usize,
    pub base_lora_rank: usize,
    pub micro_lora_lr: f32,
    pub base_lora_lr: f32,
    pub ewc_lambda: f32,
    pub pattern_clusters: usize,
    pub trajectory_capacity: usize,
    pub background_interval_ms: u64,
    pub quality_threshold: f32,
    pub enable_simd: bool,
}

SONA configuration

Fields

hidden_dim: usize

Hidden dimension

embedding_dim: usize

Embedding dimension

micro_lora_rank: usize

Micro-LoRA rank

base_lora_rank: usize

Base LoRA rank

micro_lora_lr: f32

Micro-LoRA learning rate

base_lora_lr: f32

Base LoRA learning rate

ewc_lambda: f32

EWC lambda

pattern_clusters: usize

Pattern extraction clusters

trajectory_capacity: usize

Trajectory buffer capacity

background_interval_ms: u64

Background learning interval (ms)

quality_threshold: f32

Quality threshold for learning

enable_simd: bool

Enable SIMD optimizations

Implementations

impl SonaConfig

pub fn max_throughput() -> Self

Create config optimized for maximum throughput (real-time chat)

pub fn max_quality() -> Self

Create config optimized for maximum quality (research/batch)

pub fn edge_deployment() -> Self

Create config for edge/mobile deployment (<5MB memory)

pub fn batch_processing() -> Self

Create config for batch processing (50+ inferences/sec)

pub fn for_ephemeral() -> Self

Create config for ephemeral agents (~5MB footprint)

Optimized for lightweight federated learning nodes that collect trajectories locally before aggregation.

pub fn for_coordinator() -> Self

Create config for federated coordinator (central aggregation)

Optimized for aggregating trajectories from multiple ephemeral agents with larger capacity and pattern storage.

Trait Implementations

impl Clone for SonaConfig

fn clone(&self) -> SonaConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for SonaConfig

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

Formats the value using the given formatter.

impl Default for SonaConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for SonaConfig

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl From<&SonaConfig> for BackgroundLoopConfig

fn from(config: &SonaConfig) -> Self

Converts to this type from the input type.

impl From<&SonaConfig> for InstantLoopConfig

fn from(config: &SonaConfig) -> Self

Converts to this type from the input type.

impl Serialize for SonaConfig

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

where __S: Serializer,

Serialize this value into the given Serde serializer.