Struct ModelParameters

pub struct ModelParameters {
    pub parameters: u64,
    pub memory_required: f64,
    pub compute_required: f64,
    pub prefer_gpu: bool,
    pub architecture: Option<String>,
    pub quantization: QuantizationLevel,
    pub context_length: Option<u32>,
    pub batch_size: u32,
}

Model parameters for AI workloads

Fields

parameters: u64

Number of parameters in the model

memory_required: f64

Memory required in GB

compute_required: f64

Compute intensity (0-10 scale)

prefer_gpu: bool

Prefer GPU acceleration

architecture: Option<String>

Model architecture type

quantization: QuantizationLevel

Quantization level

context_length: Option<u32>

Context length

batch_size: u32

Batch size

Implementations

impl ModelParameters

pub fn new() -> Self

Create new model parameters

pub fn parameters(self, params: u64) -> Self

Set number of parameters

pub fn memory_required(self, gb: f64) -> Self

Set memory requirement in GB

pub fn compute_required(self, compute: f64) -> Self

Set compute requirement (0-10 scale)

pub fn prefer_gpu(self, prefer: bool) -> Self

Set GPU preference

pub fn architecture(self, arch: impl Into<String>) -> Self

Set model architecture

pub fn quantization(self, quant: QuantizationLevel) -> Self

Set quantization level

pub fn context_length(self, length: u32) -> Self

Set context length

pub fn batch_size(self, size: u32) -> Self

Set batch size

Trait Implementations

impl Clone for ModelParameters

fn clone(&self) -> ModelParameters

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ModelParameters

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

Formats the value using the given formatter.

impl Default for ModelParameters

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for ModelParameters

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for ModelParameters

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

where __S: Serializer,

Serialize this value into the given Serde serializer.