Struct ModelConfig 

pub struct ModelConfig {

    pub model_id: ModelId,
    pub model_path: String,
    pub model_type: ModelType,
    pub dtype: DataType,
    pub device: Device,
    pub max_batch_size: usize,
    pub max_sequence_length: usize,
    pub tensor_parallel_size: Option<usize>,
    pub pipeline_parallel_size: Option<usize>,
    pub quantization: Option<QuantizationConfig>,
    pub use_flash_attention: bool,
    pub use_paged_attention: bool,
    pub enable_cuda_graphs: bool,
    pub extra_config: HashMap<String, Value>,
}

Model configuration for runtime

Fields

model_id: ModelId

Model identifier

model_path: String

Path to model files

model_type: ModelType

Model type/architecture

dtype: DataType

Data type to use for inference

device: Device

Target device

max_batch_size: usize

Maximum batch size

max_sequence_length: usize

Maximum sequence length

tensor_parallel_size: Option<usize>

Tensor parallelism size

pipeline_parallel_size: Option<usize>

Pipeline parallelism size

quantization: Option<QuantizationConfig>

Quantization configuration

use_flash_attention: bool

Use flash attention if available

use_paged_attention: bool

Use paged attention for KV cache

enable_cuda_graphs: bool

Enable CUDA graphs for optimization

extra_config: HashMap<String, Value>

Additional configuration parameters

Implementations

impl ModelConfig

pub fn new(model_id: impl Into<ModelId>, model_path: impl Into<String>) -> Self

Create a new model configuration

pub fn validate(&self) -> Result<()>

Validate the configuration

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<'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.