Struct ModelConfig 

pub struct ModelConfig {
    pub vocab_size: usize,
    pub embed_dim: usize,
    pub hidden_dim: usize,
    pub num_layers: usize,
    pub num_heads: usize,
    pub max_seq_len: usize,
    pub quant_type: QuantizationType,
}

Model configuration

Fields

vocab_size: usize

Vocabulary size

embed_dim: usize

Embedding dimension

hidden_dim: usize

Hidden dimension in FFN

num_layers: usize

Number of transformer layers

num_heads: usize

Number of attention heads

max_seq_len: usize

Maximum sequence length

quant_type: QuantizationType

Quantization type

Implementations

impl ModelConfig

pub fn validate(&self, variant: Esp32Variant) -> Result<()>

Validate configuration fits ESP32 constraints

pub fn estimate_size(&self) -> usize

Estimate total model size in bytes

pub fn for_variant(variant: Esp32Variant) -> Self

Get recommended config for variant

Trait Implementations

impl Clone for ModelConfig

fn clone(&self) -> ModelConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ModelConfig

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

Formats the value using the given formatter.

impl Default for ModelConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for ModelConfig

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for ModelConfig

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

where __S: Serializer,

Serialize this value into the given Serde serializer.