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ModelUtils

trustformers_models::common_patterns

Struct ModelUtils

pub struct ModelUtils;

Expand description

Common model utilities

Implementations§

impl ModelUtils

pub fn initialize_weights( tensor: &mut Tensor, strategy: &InitializationStrategy, ) -> Result<()>

Initialize weights using the specified strategy

pub fn generation_config_for_task(task: &TaskType) -> GenerationConfig

Create a standard generation configuration for a task

pub fn validate_config(config: &dyn DynConfig) -> Result<Vec<String>>

Validate model configuration

pub fn estimate_memory_requirements( vocab_size: usize, hidden_size: usize, num_layers: usize, context_length: usize, ) -> MemoryEstimate

Estimate model memory requirements

Auto Trait Implementations§

impl Freeze for ModelUtils

impl RefUnwindSafe for ModelUtils

impl Send for ModelUtils

impl Sync for ModelUtils

impl Unpin for ModelUtils

impl UnsafeUnpin for ModelUtils

impl UnwindSafe for ModelUtils

Blanket Implementations§

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